Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 150
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]
Code Context


        trigger_error($message, E_USER_DEPRECATED);

    }
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 150
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.'
$stackFrame = (int) 1
$trace = [
	(int) 0 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php',
		'line' => (int) 2421,
		'function' => 'deprecationWarning',
		'args' => [
			(int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.'
		]
	],
	(int) 1 => [
		'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
		'line' => (int) 150,
		'function' => 'offsetGet',
		'class' => 'Cake\Http\ServerRequest',
		'object' => object(Cake\Http\ServerRequest) {},
		'type' => '->',
		'args' => [
			(int) 0 => 'catslug'
		]
	],
	(int) 2 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php',
		'line' => (int) 610,
		'function' => 'index',
		'class' => 'App\Controller\ArtileDetailController',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 3 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 120,
		'function' => 'invokeAction',
		'class' => 'Cake\Controller\Controller',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 4 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 94,
		'function' => '_invoke',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(App\Controller\ArtileDetailController) {}
		]
	],
	(int) 5 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php',
		'line' => (int) 235,
		'function' => 'dispatch',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 6 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Http\BaseApplication',
		'object' => object(App\Application) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 7 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php',
		'line' => (int) 162,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 8 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\RoutingMiddleware',
		'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 9 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php',
		'line' => (int) 97,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 10 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\AssetMiddleware',
		'object' => object(Cake\Routing\Middleware\AssetMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 11 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php',
		'line' => (int) 96,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 12 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware',
		'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 13 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 51,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 14 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php',
		'line' => (int) 98,
		'function' => 'run',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\MiddlewareQueue) {},
			(int) 1 => object(Cake\Http\ServerRequest) {},
			(int) 2 => object(Cake\Http\Response) {}
		]
	],
	(int) 15 => [
		'file' => '/home/brlfuser/public_html/webroot/index.php',
		'line' => (int) 39,
		'function' => 'run',
		'class' => 'Cake\Http\Server',
		'object' => object(Cake\Http\Server) {},
		'type' => '->',
		'args' => []
	]
]
$frame = [
	'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
	'line' => (int) 150,
	'function' => 'offsetGet',
	'class' => 'Cake\Http\ServerRequest',
	'object' => object(Cake\Http\ServerRequest) {
		trustProxy => false
		[protected] params => [
			[maximum depth reached]
		]
		[protected] data => [[maximum depth reached]]
		[protected] query => [[maximum depth reached]]
		[protected] cookies => [[maximum depth reached]]
		[protected] _environment => [
			[maximum depth reached]
		]
		[protected] url => 'latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html'
		[protected] base => ''
		[protected] webroot => '/'
		[protected] here => '/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html'
		[protected] trustedProxies => [[maximum depth reached]]
		[protected] _input => null
		[protected] _detectors => [
			[maximum depth reached]
		]
		[protected] _detectorCache => [
			[maximum depth reached]
		]
		[protected] stream => object(Zend\Diactoros\PhpInputStream) {}
		[protected] uri => object(Zend\Diactoros\Uri) {}
		[protected] session => object(Cake\Http\Session) {}
		[protected] attributes => [[maximum depth reached]]
		[protected] emulatedAttributes => [
			[maximum depth reached]
		]
		[protected] uploadedFiles => [[maximum depth reached]]
		[protected] protocol => null
		[protected] requestTarget => null
		[private] deprecatedProperties => [
			[maximum depth reached]
		]
	},
	'type' => '->',
	'args' => [
		(int) 0 => 'catslug'
	]
]
deprecationWarning - CORE/src/Core/functions.php, line 311
Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421
App\Controller\ArtileDetailController::index() - APP/Controller/ArtileDetailController.php, line 150
Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 97
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51
Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98

Deprecated (16384): The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 151
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php. [CORE/src/Core/functions.php, line 311]
Code Context


        trigger_error($message, E_USER_DEPRECATED);

    }
$message = 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead. - /home/brlfuser/public_html/src/Controller/ArtileDetailController.php, line: 151
 You can disable deprecation warnings by setting `Error.errorLevel` to `E_ALL & ~E_USER_DEPRECATED` in your config/app.php.'
$stackFrame = (int) 1
$trace = [
	(int) 0 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ServerRequest.php',
		'line' => (int) 2421,
		'function' => 'deprecationWarning',
		'args' => [
			(int) 0 => 'The ArrayAccess methods will be removed in 4.0.0.Use getParam(), getData() and getQuery() instead.'
		]
	],
	(int) 1 => [
		'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
		'line' => (int) 151,
		'function' => 'offsetGet',
		'class' => 'Cake\Http\ServerRequest',
		'object' => object(Cake\Http\ServerRequest) {},
		'type' => '->',
		'args' => [
			(int) 0 => 'artileslug'
		]
	],
	(int) 2 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Controller/Controller.php',
		'line' => (int) 610,
		'function' => 'index',
		'class' => 'App\Controller\ArtileDetailController',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 3 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 120,
		'function' => 'invokeAction',
		'class' => 'Cake\Controller\Controller',
		'object' => object(App\Controller\ArtileDetailController) {},
		'type' => '->',
		'args' => []
	],
	(int) 4 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/ActionDispatcher.php',
		'line' => (int) 94,
		'function' => '_invoke',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(App\Controller\ArtileDetailController) {}
		]
	],
	(int) 5 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/BaseApplication.php',
		'line' => (int) 235,
		'function' => 'dispatch',
		'class' => 'Cake\Http\ActionDispatcher',
		'object' => object(Cake\Http\ActionDispatcher) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 6 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Http\BaseApplication',
		'object' => object(App\Application) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 7 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/RoutingMiddleware.php',
		'line' => (int) 162,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 8 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\RoutingMiddleware',
		'object' => object(Cake\Routing\Middleware\RoutingMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 9 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Routing/Middleware/AssetMiddleware.php',
		'line' => (int) 97,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 10 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Routing\Middleware\AssetMiddleware',
		'object' => object(Cake\Routing\Middleware\AssetMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 11 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Middleware/ErrorHandlerMiddleware.php',
		'line' => (int) 96,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 12 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 65,
		'function' => '__invoke',
		'class' => 'Cake\Error\Middleware\ErrorHandlerMiddleware',
		'object' => object(Cake\Error\Middleware\ErrorHandlerMiddleware) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {},
			(int) 2 => object(Cake\Http\Runner) {}
		]
	],
	(int) 13 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Runner.php',
		'line' => (int) 51,
		'function' => '__invoke',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\ServerRequest) {},
			(int) 1 => object(Cake\Http\Response) {}
		]
	],
	(int) 14 => [
		'file' => '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Http/Server.php',
		'line' => (int) 98,
		'function' => 'run',
		'class' => 'Cake\Http\Runner',
		'object' => object(Cake\Http\Runner) {},
		'type' => '->',
		'args' => [
			(int) 0 => object(Cake\Http\MiddlewareQueue) {},
			(int) 1 => object(Cake\Http\ServerRequest) {},
			(int) 2 => object(Cake\Http\Response) {}
		]
	],
	(int) 15 => [
		'file' => '/home/brlfuser/public_html/webroot/index.php',
		'line' => (int) 39,
		'function' => 'run',
		'class' => 'Cake\Http\Server',
		'object' => object(Cake\Http\Server) {},
		'type' => '->',
		'args' => []
	]
]
$frame = [
	'file' => '/home/brlfuser/public_html/src/Controller/ArtileDetailController.php',
	'line' => (int) 151,
	'function' => 'offsetGet',
	'class' => 'Cake\Http\ServerRequest',
	'object' => object(Cake\Http\ServerRequest) {
		trustProxy => false
		[protected] params => [
			[maximum depth reached]
		]
		[protected] data => [[maximum depth reached]]
		[protected] query => [[maximum depth reached]]
		[protected] cookies => [[maximum depth reached]]
		[protected] _environment => [
			[maximum depth reached]
		]
		[protected] url => 'latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html'
		[protected] base => ''
		[protected] webroot => '/'
		[protected] here => '/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html'
		[protected] trustedProxies => [[maximum depth reached]]
		[protected] _input => null
		[protected] _detectors => [
			[maximum depth reached]
		]
		[protected] _detectorCache => [
			[maximum depth reached]
		]
		[protected] stream => object(Zend\Diactoros\PhpInputStream) {}
		[protected] uri => object(Zend\Diactoros\Uri) {}
		[protected] session => object(Cake\Http\Session) {}
		[protected] attributes => [[maximum depth reached]]
		[protected] emulatedAttributes => [
			[maximum depth reached]
		]
		[protected] uploadedFiles => [[maximum depth reached]]
		[protected] protocol => null
		[protected] requestTarget => null
		[private] deprecatedProperties => [
			[maximum depth reached]
		]
	},
	'type' => '->',
	'args' => [
		(int) 0 => 'artileslug'
	]
]
deprecationWarning - CORE/src/Core/functions.php, line 311
Cake\Http\ServerRequest::offsetGet() - CORE/src/Http/ServerRequest.php, line 2421
App\Controller\ArtileDetailController::index() - APP/Controller/ArtileDetailController.php, line 151
Cake\Controller\Controller::invokeAction() - CORE/src/Controller/Controller.php, line 610
Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 120
Cake\Http\ActionDispatcher::dispatch() - CORE/src/Http/ActionDispatcher.php, line 94
Cake\Http\BaseApplication::__invoke() - CORE/src/Http/BaseApplication.php, line 235
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\RoutingMiddleware::__invoke() - CORE/src/Routing/Middleware/RoutingMiddleware.php, line 162
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Routing\Middleware\AssetMiddleware::__invoke() - CORE/src/Routing/Middleware/AssetMiddleware.php, line 97
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Error\Middleware\ErrorHandlerMiddleware::__invoke() - CORE/src/Error/Middleware/ErrorHandlerMiddleware.php, line 96
Cake\Http\Runner::__invoke() - CORE/src/Http/Runner.php, line 65
Cake\Http\Runner::run() - CORE/src/Http/Runner.php, line 51
Cake\Http\Server::run() - CORE/src/Http/Server.php, line 98

Warning (512): Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853 [CORE/src/Http/ResponseEmitter.php, line 48]
Code Context
            if (Configure::read('debug')) {

                trigger_error($message, E_USER_WARNING);

            } else {
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html>
<!--[if lt IE 7 ]>
<html class="ie ie6" lang='en'> <![endif]-->
<!--[if IE 7 ]>
<html class="ie ie7" lang='en'> <![endif]-->
<!--[if IE 8 ]>
<html class="ie ie8" lang='en'> <![endif]-->
<!--[if (gte IE 9)|!(IE)]><!-->
<html lang='en'>
<!--<![endif]-->
<head><meta http-equiv="Content-Type" content="text/html; charset=utf-8">
    
    <title>
        LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S    </title>
    <meta name="description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..."/>
    <meta name="keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19"/>
    <meta name="news_keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19">
   
    <link rel="alternate" type="application/rss+xml" title="ROR" href="/ror.xml"/>
    <link rel="alternate" type="application/rss+xml" title="RSS 2.0" href="/feeds/"/>
    <link rel="stylesheet" href="/css/bootstrap.min.css?1697864993"/>    <link rel="stylesheet" href="/css/style.css?v=1.1.2"/>    <link rel="stylesheet" href="/css/style-inner.css?1577045210"/>    <link rel="stylesheet" id="Oswald-css"
          href="https://fonts.googleapis.com/css?family=Oswald%3Aregular%2C700&amp;ver=3.8.1" type="text/css"
          media="all">
    <link rel="stylesheet" href="/css/jquery.modal.min.css?1578285302"/>    <script src="/js/jquery-1.10.2.js?1575549704"></script>    <script src="/js/jquery-migrate.min.js?1575549704"></script>    <link rel="shortcut icon" href="/favicon.ico" title="Favicon">
    <link rel="stylesheet" href="/css/jquery-ui.css?1580720609"/>    <script src="/js/jquery-ui.js?1575549704"></script>    <link rel="preload" as="style" href="https://www.im4change.org/css/custom.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery.modal.min.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery-ui.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/li-scroller.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<!-- <link rel="preload" as="style" href="https://www.im4change.org/css/style.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous"> -->
<link rel="preload" as="style" href="https://www.im4change.org/css/style-inner.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">

<link rel='dns-prefetch' href="//im4change.org/css/custom.css" crossorigin >

<link rel="preload" as="script" href="https://www.im4change.org/js/bootstrap.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.li-scroller.1.0.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.modal.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.ui.totop.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-1.10.2.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-migrate.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-ui.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/setting.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/tie-scripts.js">
    <!--[if IE]>
    <script type="text/javascript">jQuery(document).ready(function () {
        jQuery(".menu-item").has("ul").children("a").attr("aria-haspopup", "true");
    });</script>
    <![endif]-->
    <!--[if lt IE 9]>
    <script src="/js/html5.js"></script>
    <script src="/js/selectivizr-min.js"></script>
    <![endif]-->
    <!--[if IE 8]>
    <link rel="stylesheet" type="text/css" media="all" href="/css/ie8.css"/>
    <![endif]-->
    <meta property="og:title" content="LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S" />
     <meta property="og:url" content="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html" />
     <meta property="og:type" content="article" />
     <meta property="og:description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..." />
     <meta property="og:image" content="" />
      <meta property="fb:app_id" content="0" />
    <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no">

       <link rel="apple-touch-icon-precomposed" sizes="144x144" href="https://im4change.in/images/apple1.png">
    <link rel="apple-touch-icon-precomposed" sizes="120x120" href="https://im4change.in/images/apple2.png">
    <link rel="apple-touch-icon-precomposed" sizes="72x72" href="https://im4change.in/images/apple3.png">
    <link rel="apple-touch-icon-precomposed" href="https://im4change.in/images/apple4.png">

    <style>
    .gsc-results-wrapper-overlay{
        top: 38% !important;
        height: 50% !important;
    }
    .gsc-search-button-v2{
        border-color: #035588 !important;
        background-color: #035588 !important;
    }

   .gsib_a{
        height: 30px !important;
          padding: 2px 8px 1px 6px !important;
    }

   
    .gsc-search-button-v2{
        height: 41px !important;
    }
    input.gsc-input{
        background: none !important;
    }
    @media only screen and (max-width: 600px) {
        .gsc-results-wrapper-overlay{
            top: 11% !important;
            width: 87% !important;
            left: 9% !important;
            height: 43% !important;
        }

        .gsc-search-button-v2{
            padding: 10px 10px !important;
        
        }
        .gsc-input-box{
            height: 28px !important;
        }
       /* .gsib_a {
            padding: 0px 9px 4px 9px !important;
        }*/
    }
    @media only screen and (min-width: 1200px) and (max-width: 1920px) {
        table.gsc-search-box{
            width: 15% !important;
            float: right !important;
            margin-top: -118px !important;
        }

        .gsc-search-button-v2 {
            
            padding: 6px !important;
           
        }
    }


</style>

    <script>
        $(function () {
            $("#accordion").accordion({
                event: "click hoverintent"
            });
        });

        /*
         * hoverIntent | Copyright 2011 Brian Cherne
         * http://cherne.net/brian/resources/jquery.hoverIntent.html
         * modified by the jQuery UI team
         */
        $.event.special.hoverintent = {
            setup: function () {
                $(this).bind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            teardown: function () {
                $(this).unbind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            handler: function (event) {
                var currentX, currentY, timeout,
                    args = arguments,
                    target = $(event.target),
                    previousX = event.pageX,
                    previousY = event.pageY;

                function track(event) {
                    currentX = event.pageX;
                    currentY = event.pageY;
                }
                ;

                function clear() {
                    target
                        .unbind("mousemove", track)
                        .unbind("mouseout", clear);
                    clearTimeout(timeout);
                }

                function handler() {
                    var prop,
                        orig = event;
                    if ((Math.abs(previousX - currentX) +
                        Math.abs(previousY - currentY)) < 7) {
                        clear();
                        event = $.Event("hoverintent");
                        for (prop in orig) {
                            if (!(prop in event)) {
                                event[prop] = orig[prop];
                            }
                        }
                        // Prevent accessing the original event since the new event
                        // is fired asynchronously and the old event is no longer
                        // usable (#6028)
                        delete event.originalEvent;
                        target.trigger(event);
                    } else {
                        previousX = currentX;
                        previousY = currentY;
                        timeout = setTimeout(handler, 100);
                    }
                }

                timeout = setTimeout(handler, 100);
                target.bind({
                    mousemove: track,
                    mouseout: clear
                });
            }
        };
    </script>
    <script type="text/javascript">
        var _gaq = _gaq || [];
        _gaq.push(['_setAccount', 'UA-472075-3']);
        _gaq.push(['_trackPageview']);

        (function () {
            var ga = document.createElement('script');
            ga.type = 'text/javascript';
            ga.async = true;
            ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
            var s = document.getElementsByTagName('script')[0];
            s.parentNode.insertBefore(ga, s);
        })();
    </script>
    <link rel="stylesheet" href="/css/custom.css?v=1.16"/>    <script src="/js/jquery.ui.totop.js?1575549704"></script>    <script src="/js/setting.js?1575549704"></script>    <link rel="manifest" href="/manifest.json">
    <meta name="theme-color" content="#616163" />
    <meta name="apple-mobile-web-app-capable" content="yes">
    <meta name="apple-mobile-web-app-status-bar-style" content="black">
    <meta name="apple-mobile-web-app-title" content="im4change">
    <link rel="apple-touch-icon" href="/icons/logo-192x192.png">
</head>
<body id="top" class="home inner blog">
<div class="background-cover"></div>
<div class="wrapper animated">
    <header id="theme-header" class="header_inner" style="position: relative;">
        <div class="logo inner_logo" style="left:20px !important">
                <a title="Home" href="https://im4change.in/">
                    <img src="https://im4change.in/images/logo2.jpg?1582080632" class="logo_image" alt="im4change"/>                </a>
        </div>
        <div class="langhindi" style="color: #000;display:none;"
             href="https://im4change.in/">
            <a class="more-link" href="https://im4change.in/">Home</a>
                        <a href="https://im4change.in/hindi/" class="langbutton ">हिन्दी</a>
                    </div>
        <nav class="fade-in animated2" id="main-nav">
            <div class="container">
                <div class="main-menu">
    <ul class="menu" id="menu-main">
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            style="left: -40px;"><a
                 target="_blank" href="https://im4change.in/">Home</a>
        </li>
        <li class="menu-item mega-menu menu-item-type-taxonomy mega-menu menu-item-object-category mega-menu menu-item-has-children parent-list"
            style=" margin-left: -40px;"><a href="#">KNOWLEDGE GATEWAY <span class="sub-indicator"></span>
            </a>
            <div class="mega-menu-block background_menu" style="padding-top:25px;">
                <div class="container">
                    <div class="mega-menu-content">
                                                                   <div class="mega-menu-item">
                                                 <h3><b>Farm Crisis</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/farmers039-suicides-14.html"
                                                       class="left postionrel">Farm Suicides                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/unemployment-30.html"
                                                       class="left postionrel">Unemployment                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/rural-distress-70.html"
                                                       class="left postionrel">Rural distress                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/migration-34.html"
                                                       class="left postionrel">Migration                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/key-facts-72.html"
                                                       class="left postionrel">Key Facts                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/debt-trap-15.html"
                                                       class="left postionrel">Debt Trap                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Empowerment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/union-budget-73.html"
                                                       class="left postionrel">Union Budget And Other Economic Policies                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/forest-and-tribal-rights-61.html"
                                                       class="left postionrel">Forest and Tribal Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-education-60.html"
                                                       class="left postionrel">Right to Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-food-59.html"
                                                       class="left postionrel">Right to Food                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/displacement-3279.html"
                                                       class="left postionrel">Displacement                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-work-mg-nrega-39.html"
                                                       class="left postionrel">Right to Work (MG-NREGA)                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/gender-3280.html"
                                                       class="left postionrel">GENDER                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-information-58.html"
                                                       class="left postionrel">Right to Information                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/social-audit-48.html"
                                                       class="left postionrel">Social Audit                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Hunger / HDI</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/poverty-and-inequality-20499.html"
                                                       class="left postionrel">Poverty and inequality                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/malnutrition-41.html"
                                                       class="left postionrel">Malnutrition                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/public-health-51.html"
                                                       class="left postionrel">Public Health                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/education-50.html"
                                                       class="left postionrel">Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hunger-overview-40.html"
                                                       class="left postionrel">Hunger Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hdi-overview-45.html"
                                                       class="left postionrel">HDI Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/pds-ration-food-security-42.html"
                                                       class="left postionrel">PDS/ Ration/ Food Security                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/sdgs-113.html"
                                                       class="left postionrel">SDGs                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/mid-day-meal-scheme-mdms-53.html"
                                                       class="left postionrel">Mid Day Meal Scheme (MDMS)                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Environment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/time-bomb-ticking-52.html"
                                                       class="left postionrel">Time Bomb Ticking                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/water-and-sanitation-55.html"
                                                       class="left postionrel">Water and Sanitation                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/impact-on-agriculture-54.html"
                                                       class="left postionrel">Impact on Agriculture                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Law & Justice</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/social-justice-20500.html"
                                                       class="left postionrel">Social Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/access-to-justice-47.html"
                                                       class="left postionrel">Access to Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/human-rights-56.html"
                                                       class="left postionrel">Human Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/corruption-35.html"
                                                       class="left postionrel">Corruption                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/general-insecurity-46.html"
                                                       class="left postionrel">General Insecurity                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/disaster-relief-49.html"
                                                       class="left postionrel">Disaster &amp; Relief                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        
                    </div>
                </div>
            </div>
        </li>
        <li class="menu-item  menu-item-type-post_type  menu-item-object-page "><a  target="_blank" href="https://im4change.in/nceus_reports.php">NCEUS reports</a>
            
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children parent-list ">
            <a  target="_blank" href="https://im4change.in/about-us-9.html">About Us <span
                    class="sub-indicator"></span></a>
            <ul class="sub-menu aboutmenu">
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                        target="_blank" href="https://im4change.in/objectives-8.html">Objectives</a>
                </li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/contactus.php">Contact
                        Us</a></li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/about-us-9.html">About
                        Us</a></li>
            </ul>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children ">
            <a  target="_blank" href="https://im4change.in/fellowships.php" title="Fellowships">Fellowships</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/media-workshops.php">Workshops</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/research.php">Research</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children   "><a
                 target="_blank" href="https://im4change.in/links-64">Partners</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            id="menu-item-539"><a  target="_blank" href="https://im4change.in/hindi/"
                                  class="langbutton langlinkfont17">हिन्दी</a></li>
    </ul>
</div>            </div>


                        <!--  <div style="float: right;">
                            <script async src="https://cse.google.com/cse.js?cx=18b4f2e0f11bed3dd"></script>
                            <div class="gcse-search"></div>
                        </div> -->
                       
            <div class="search-block" style=" margin-left: 8px; margin-right: 7px;">
                <form method="get" id="searchform" name="searchform"
                      action="https://im4change.in/search"
                      onsubmit="return searchvalidate();">
                    <button class="search-button" type="submit" value="Search"></button>
                    <input type="text" id="s" name="qryStr" value=""
                           onfocus="if (this.value == 'Search...') {this.value = '';}"
                           onblur="if (this.value == '') {this.value = 'Search...';}">
                </form>
            </div>
        </nav>
    </header>
    <div class="container">
        <div id="main-content" class=" main1 container fade-in animated3 sidebar-narrow-left">
            <div class="content-wrap">
                <div class="content" style="width: 900px;min-height: 500px;">
                    <section class="cat-box recent-box innerCatRecent">
    <h1 class="cat-box-title">Gauging pandemic mortality with civil registration data -Rukmini S</h1>
    <a href="JavaScript:void(0);" onclick="return shareArticle(59967);">
        <img src="https://im4change.in/images/email.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>    </a>

    <a href="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s/print"
       rel="nofollow">
        <img src="https://im4change.in/images/icon-print.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>
    </a>
</section>
<section class="recent-box innerCatRecent">
    <small class="pb-1"><span class="dateIcn">
    	<img src="https://im4change.in/images/published.svg?1582080666" alt="published"/> 
		 Published on</span><span class="text-date"> Jul 6, 2021</span>
        &nbsp; <span
                class="dateIcn">
		 	<img src="https://im4change.in/images/modified.svg?1582080666" alt="modified"/>    	 Modified on </span><span class="text-date"> Jul 6, 2021</span>
    </small>
</section>
<div class="clear"></div>
<div style="padding-top: 10px;">
    <div class="innerLineHeight">
        <div class="middleContent innerInput latest-news-updates">
            <table>
                <tr>
                    <td>
                                                <div>
                            <p style="text-align:justify">-The Hindu</p><p style="text-align:justify"><em>Underestimation is likely as the CRS is still an imperfect system, with potential sources of error</em></p><p style="text-align:justify">Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS), currently confidential and closed to the public. While India&rsquo;s official death toll from COVID-19 has been suspect from the very beginning &mdash; for reasons that are partly institutional and partly new and specific to the pandemic &mdash; it was the second wave that made the scale of devastation hard to ignore.</p><p style="text-align:justify"><em>States and data</em></p><p style="text-align:justify">Using the example set by those attempting to capture missed COVID-19 deaths in the United Kingdom, South Africa and Peru, journalists from a range of news organisations accessed all-cause mortality data from the CRS for Madhya Pradesh, Andhra Pradesh, Tamil Nadu, Bihar, parts of Uttar Pradesh, Kerala, and other States as well as for several Indian cities. This data has been able to show a large rise in excess mortality in the surge months of the second wave of April and May 2021 in particular, far in excess of the official COVID-19 toll for the same period. The increase in mortality ranges from reported deaths climbing to five times the usual monthly data in Madhya Pradesh and Andhra Pradesh (between 30-40 times the official COVID-19 toll for the same period), to more modest increases in Tamil Nadu and Kerala.</p><p style="text-align:justify"><em>Sources of error</em></p><p style="text-align:justify">While this data has added an important dimension to the question of undercounting of COVID-19 deaths in India and remains the best source of data on all-cause mortality, its continued use will require careful work on account of some known sources of error that exist with the data.</p><p style="text-align:justify">The first is that these numbers are underestimates of total mortality. The Union government last published annual Civil Registration System data for 2019. This data shows that India registered 92 of every 100 deaths as of 2019, but there was large variation between States. Bihar, for instance, registered just half of all deaths. Additionally, the data currently available on State-level CRS portals (behind a login) miss even more deaths. The CRS moved online relatively recently (between five and three years ago in most States), and State-level portals now display data for every day from January 1, 2018 to the present day. For all States for which data is available except Kerala, the online portals show lower numbers than what was published by the Union government for 2018 and 2019. What this implies is that the data currently being used for analyses are an underestimate of total deaths, but should not by itself cause an inflation of the excess mortality estimates for the pandemic (since the online portal&rsquo;s data was used for past and current years).</p><p style="text-align:justify">What could, however, alter the magnitude of calculated excess mortality would be a second possible source of error &mdash; if mortality was either naturally increasing over time, or if registration was getting better, or if both were taking place. If any of these three phenomena were taking place, the magnitude of excess mortality in 2020 and 2021 could be moderated by these processes.</p><p style="text-align:justify">On the first count, total estimated mortality (registered deaths plus those that are not registered) has actually been declining since 2013 (although there was an uptick in some States in 2019) according to the CRS. So, in the normal course of events (if there had not been a pandemic) we would not expect an increase in mortality</p><p style="text-align:justify">Registered deaths, on the other hand, have been steadily increasing in four of the five States that we have detailed mortality data for (but fluctuating in Kerala). While this will mean that some of the excess mortality in 2020-21 will be accounted for by improved registration, this is not a complete explanation. The increase in registered deaths will not continue at the same pace in all States &mdash; once States begin to achieve full registration, increases should be more modest. In Madhya Pradesh, for instance, the level of death registration improved by over 21 percentage points between 2017 and 2019 to reach 89% in 2019. It is simply not mathematically possible for the level of registered deaths to continue to increase at the same pace for the years after 2019.</p><p style="text-align:justify"><img alt="" src="/upload/images/Undercounting%20The%20Hindu.jpg" style="height:618px; width:960px" /></p><p style="text-align:justify">For the most conservative estimate, let us assume that Madhya Pradesh achieved 100% registration by May 2021 (although we know from State level data that this was far from the case). Given the flattening of mortality in the State, let us assume that the total mortality in 2021 in &lsquo;normal&rsquo; times would have been about the same as the total estimated deaths for 2019 &mdash; 5.53 lakh deaths. Even then, the numbers for Madhya Pradesh show over 1.18 lakh excess deaths in 2021, which is over 26 times the official COVID-19 death toll for the same period. The other States too show excess mortality in 2021 even assuming full registration.</p><p style="text-align:justify">Please <a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true">click here</a> to read more.&nbsp;</p>                                                           
                        </div>
                    </td>
                </tr>
            </table>
        </div>
    </div>
</div>
<div class="clear"></div>
    <br><a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" class="re" target="_blank">The Hindu, 6 July, 2021, https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true</a><div class="clear"></div>
    <div style="padding-top: 18px;">
        <p class="post-tag">Tagged with:
                            <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Pandemic"
                   title="Pandemic">
                    Pandemic                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess mortality"
                   title="Excess mortality">
                    Excess mortality                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess deaths"
                   title="Excess deaths">
                    Excess deaths                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Civil Registration System"
                   title="Civil Registration System">
                    Civil Registration System                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=CRS"
                   title="CRS">
                    CRS                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=COVID-19"
                   title="COVID-19">
                    COVID-19                </a>
                        </p>
    </div>
<div class="clear"></div>
    <br><br>
    <div class="widget-top">
        <h4>Related Articles</h4>
        <div class="stripe-line"></div>
    </div>
    <div class="widget-container">
        <ul id="recentcomments">
                            <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/what-data-told-us-about-india-in-2022-akshi-chawla.html"
                       title="What data told us about India in 2022 - Akshi Chawla">
                        What data told us about India in 2022 - Akshi Chawla                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/enrollment-levels-highest-in-a-decade-sharp-drop-in-reading-ability-of-children-aser-2022-report.html"
                       title="Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report">
                        Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/covid-doctors-warn-against-scaremongering-advise-caution-gs-mudur.html"
                       title="Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur ">
                        Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur                     </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/the-importance-of-affordable-healthcare-for-all-and-other-key-lessons-from-the-pandemic-chapal-mehra-lancelot-pinto.html"
                       title="The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto">
                        The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/interviews/prof-satyajit-rath-national-institute-of-immunology-interviewed-by-sandipan-talukdar-newsclick-in.html"
                       title="Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)">
                        Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)                    </a>
                </li>
                
        </ul>
    </div>
    <div class="comment-respond" id="respond">
    <a name="commentbox">&nbsp;</a>
    <h3 class="comment-reply-title" id="reply-title">Write Comments</h3>
    <form method="post" accept-charset="utf-8" role="form" action="/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"><div style="display:none;"><input type="hidden" name="_method" value="POST"/></div>    <form class="comment-form" id="commentform" method="post" action="#commentbox" onSubmit="return validate()"
          name="cmtform">
        <input type="hidden" name="cmttype" value="articlecmt"/>
        <input type="hidden" name="article_id" value="59967"/>
        <p class="comment-notes">Your email address will not be published. Required fields are marked <span
                    class="required">*</span></p>
                <p class="comment-form-author">
            <label for="commenterName">Name</label>
            <span class="required">*</span>
            <input type="text" aria-required="true" size="30"
                   value=""
                   name="commenterName" id="commenterName" required="true">
        </p>
        <p class="comment-form-email">
            <label for="commenterEmail">Email</label> <span class="required">*</span>
            <input aria-required="true" size="30" name="commenterEmail" id="commenterEmail" type="email"
                   value=""
                   required="true">
        </p>
        <p class="comment-form-contact">
            <label for="commenterPh">Contact No.</label>
            <input type="text" size="30"
                   value=""
                   name="commenterPh" id="commenterPh">
        </p>
        <p class="comment-form-comment">
            <label for="comment">Comment</label>
            <textarea aria-required="true" required="true" rows="8" cols="45" name="comment"
                      id="comment"></textarea>
        </p>
        <p class="comment-form-comment">
            <label for="comment">Type the characters you see in the image below <span class="required">*</span><br><img
                        class="captchaImg"
                        src="https://im4change.in/securimage_show_art.php?tk=836002957" alt="captcha"/>
            </label>
        </p>
        <input type="text" name="vrcode" required="true"/>

        <p class="form-submit" style="width: 200px;">
            <input type="submit" value="Post Comment" id="submit" name="submit">
        </p></form>
</div>
<style>
    .ui-widget-content {
        height: auto !important;
    }
</style>
<div id="share-modal"></div>
<style>
    .middleContent a{
        background-color: rgba(108,172,228,.2);
    }
    .middleContent a:hover{
        background-color: #418fde;
        border-color: #418fde;
        color: #000;
        }
</style>
<script>
    function shareArticle(article_id) {
        var options = {
            modal: true,
            height: 'auto',
            width: 600 + 'px'
        };
        $('#share-modal').html("");
        $('#share-modal').load('https://im4change.in/share_article?article_id=' + article_id).dialog(options).dialog('open');
    }

    function postShare() {
        var param = 'article_id=' + $("#article_id").val();
        param = param + '&y_name=' + $("#y_name").val();
        param = param + '&y_email=' + $("#y_email").val();
        param = param + '&f_name=' + $("#f_name").val();
        param = param + '&f_email=' + $("#f_email").val();
        param = param + '&y_msg=' + $("#y_msg").val();

        $.ajax({
            type: "POST",
            url: 'https://im4change.in/post_share_article',
            data: param,
            success: function (response) {
                $('#share-modal').html("Thank You, Your message posted to ");
            }
        });
        return false;
    }
</script>                </div>
            </div>
            <!-- Right Side Section Start -->
<!-- MAP Section START -->
<aside class="sidebar indexMarg">
    <div class="ad-cell">
        <a href="https://im4change.in/statemap.php" title="">
            <img src="https://im4change.in/images/map_new_version.png?1582080666" alt="India State Map" class="indiamap" width="232" height="252"/>        </a>
        <div class="rightmapbox">
            <div id="sideOne" class="docltitle"><a href="https://im4change.in/state-report/india/36" target="_blank">DOCUMENTS/
                    REPORTS</a></div>
            <div id="sideTwo" class="statetitle"><a href="https://im4change.in/states.php"target="_blank">STATE DATA/
                    HDRs.</a></div>
        </div>
        <div class="widget widgePadTop"></div>
    </div>
</aside>
<!-- MAP Section END -->
<aside class="sidebar sidePadbottom">
    <div class="rightsmlbox1" >
        <a href="https://im4change.in/knowledge_gateway" target="_blank" style="color: #035588;
    font-size: 17px;">
            KNOWLEDGE GATEWAY
        </a>
    </div>
    <div class="rightsmlbox1">

        <div>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/newsletter" target="_blank">
                    NEWSLETTER
                </a>
            </p>
        </div>
    </div>
        <div class="rightsmlbox1" style="height: 325px;">
        <div>
            <p class="rightsmlbox1_title">
                Interview with Prof. Ravi Srivastava
            </p>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/video/interview-with-prof-ravi-srivastava-on-current-economic-crisis">
                <img width="250" height="200" src="/images/interview_video_home.jpg" alt="Interview with Prof. Ravi Srivastava"/>
                </a>
                <!--
                <iframe width="250" height="200" src="https://www.youtube.com/embed/MmaTlntk-wc" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>-->
               
            </p>
            <a href="https://im4change.in/videogallery" class="more-link CatArchalAnch1" target="_blank">
                                More videos
                            </a>
        </div>
    </div>
    
        <div class="rightsmlbox1">
        <div>
            <!--div id="sstory" class="rightboxicons"></div--->
            <p class="rightsmlbox1_title"><a href="https://im4change.in/list-success-stories"  target="_blank">Success Stories</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
                        href="https://im4change.in/interviews"  target="_blank">Interviews</a>
            </p>
        </div>
    </div>

    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a href="https://www.commoncause.in/page.php?id=10" >Donate</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
        href="https://im4change.in/marquee"
        class="isf_link more-link" title="India Focus?" style="border: 4px solid #fdd922;width: 90%;background-color: #fdd922;text-align: center;color: #000000;font-size:18px"  target="_blank">India Focus</a></p>        </div>
    </div>

    <div class="rightsmlbox1" style="height: 104px !important;">
        <a href="https://im4change.in/quarterly_reports.php" target="_blank">
            Quarterly Reports on Effect of Economic Slowdown on Employment in India (2008 - 2015)
        </a>
    </div>
    
<!--     <div class="rightsmlbox1">
        <a href="https://play.google.com/store/apps/details?id=com.im4.im4change" target="_blank">
            
        </a></div> -->
    <!-- <section class="cat-box recent-box secMarg">
        <h2 class="cat-box-title">Most Visited</h2>
    </section> -->
    <!-- accordion Starts here -->
    <!-- <div id="accordion" class="accordMarg">
            </div> -->
    <!-- accordion ends here -->
    <!-- Widget Tag Cloud Starts here -->
    <div id="tag_cloud-2" class="widget widget_tag_cloud">
        <section class="cat-box recent-box secMarg">
                <h2 class="cat-box-title">MOST VISITED TAGS</h2>
            </section>
        <div class="widget-top wiPdTp">
           
            <div class="stripe-line"></div>
        </div>
        <div class="widget-container">
            <div class="tagcloud">
                                    <a href="https://im4change.in/search?qryStr=Agriculture"
                       target="_blank" class="tag-link-4 font4">Agriculture</a>
                                        <a href="https://im4change.in/search?qryStr=Food Security"
                       target="_blank" class="tag-link-4 font4">Food Security</a>
                                        <a href="https://im4change.in/search?qryStr=Law and Justice"
                       target="_blank" class="tag-link-4 font4">Law and Justice</a>
                                        <a href="https://im4change.in/search?qryStr=Health"
                       target="_blank" class="tag-link-4 font4">Health</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Food"
                       target="_blank" class="tag-link-4 font4">Right to Food</a>
                                        <a href="https://im4change.in/search?qryStr=Corruption"
                       target="_blank" class="tag-link-4 font4">Corruption</a>
                                        <a href="https://im4change.in/search?qryStr=farming"
                       target="_blank" class="tag-link-4 font4">farming</a>
                                        <a href="https://im4change.in/search?qryStr=Environment"
                       target="_blank" class="tag-link-4 font4">Environment</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Information"
                       target="_blank" class="tag-link-4 font4">Right to Information</a>
                                        <a href="https://im4change.in/search?qryStr=NREGS"
                       target="_blank" class="tag-link-4 font4">NREGS</a>
                                        <a href="https://im4change.in/search?qryStr=Human Rights"
                       target="_blank" class="tag-link-4 font4">Human Rights</a>
                                        <a href="https://im4change.in/search?qryStr=Governance"
                       target="_blank" class="tag-link-4 font4">Governance</a>
                                        <a href="https://im4change.in/search?qryStr=PDS"
                       target="_blank" class="tag-link-4 font4">PDS</a>
                                        <a href="https://im4change.in/search?qryStr=COVID-19"
                       target="_blank" class="tag-link-4 font4">COVID-19</a>
                                        <a href="https://im4change.in/search?qryStr=Land Acquisition"
                       target="_blank" class="tag-link-4 font4">Land Acquisition</a>
                                        <a href="https://im4change.in/search?qryStr=mgnrega"
                       target="_blank" class="tag-link-4 font4">mgnrega</a>
                                        <a href="https://im4change.in/search?qryStr=Farmers"
                       target="_blank" class="tag-link-4 font4">Farmers</a>
                                        <a href="https://im4change.in/search?qryStr=transparency"
                       target="_blank" class="tag-link-4 font4">transparency</a>
                                        <a href="https://im4change.in/search?qryStr=Gender"
                       target="_blank" class="tag-link-4 font4">Gender</a>
                                        <a href="https://im4change.in/search?qryStr=Poverty"
                       target="_blank" class="tag-link-4 font4">Poverty</a>
                                    
                                <a href="https://im4change.in/search?qryStr=Farm Laws" target="_blank" class="tag-link-4 font4">Farm Laws
                </a>
                <a href="https://im4change.in/search?qryStr=Citizenship Amendment Act" target="_blank" class="tag-link-4 font4">Citizenship Amendment Act
                </a>
                <a href="https://im4change.in/search?qryStr=CAA NPR NRIC" target="_blank" class="tag-link-4 font4">CAA NPR NRIC
                </a>
                <a href="https://im4change.in/search?qryStr=Job Losses" target="_blank" class="tag-link-4 font4">Job Losses
                </a>
                <a href="https://im4change.in/search?qryStr=Migrant Workers" target="_blank" class="tag-link-4 font4">Migrant Workers
                </a>
                <a href="https://im4change.in/search?qryStr=Unemployment" target="_blank" class="tag-link-4 font4">Unemployment
                </a>
                <a href="https://im4change.in/search?qryStr=PMGKAY" target="_blank" class="tag-link-4 font4">PMGKAY
                </a>
                <a href="https://im4change.in/search?qryStr=PM-KISAN" target="_blank" class="tag-link-4 font4">PM-KISAN
                </a>
                <a href="https://im4change.in/search?qryStr=PM-CARES" target="_blank" class="tag-link-4 font4">PM-CARES
                </a>
                <a href="https://im4change.in/search?qryStr=LFPR" target="_blank" class="tag-link-4 font4">LFPR
                </a>
                
            </div>
        </div>
    </div>
    <!-- Widget Tag Cloud Ends here -->
</aside>
<!-- Right Side Section End -->
        </div>
        <section class="cat-box cats-review-box footerSec">
    <h2 class="cat-box-title vSec CatArcha">Video
        Archives</h2>
    <h2 class="cat-box-title CatArchaTitle">Archives</h2>
    <div class="cat-box-content">
        <div class="reviews-cat">
            <div class="CatArchaDiv1">
                <div class="CatArchaDiv2">
                    <ul>
                                                    <li>
                                <a href="https://im4change.in/news-alerts-57/moving-upstream-luni-fellowship.html"  target="_blank">
                                     Moving Upstream: Luni – Fellowship                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/135-million-indians-exited-multidimensional-poverty-as-per-government-figures-is-that-the-same-as-poverty-reduction.html"  target="_blank">
                                     135 Million Indians Exited “Multidimensional" Poverty as per Government...                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/explainer-why-are-tomato-prices-on-fire.html"  target="_blank">
                                     Explainer: Why are Tomato Prices on Fire?                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/nsso-survey-only-39-1-of-all-households-have-drinking-water-within-dwelling-46-7-of-rural-households-use-firewood-for-cooking.html"  target="_blank">
                                     NSSO Survey: Only 39.1% of all Households have Drinking...                                </a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/news-alerts-57"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
                                    <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/I51LYnP8BOk/1.jpg"
                             alt=" Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Short-Video-on-im4change-Hindi-website-Inclusive-Media-for-Change"  target="_blank">
                                 Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/kNqha-SwfIY/1.jpg"
                             alt=" "Session 1: Scope of IDEA and AgriStack" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-1- Scope-of-IDEA-and-AgriStack-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 1: Scope of IDEA and AgriStack" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/6kIVjlgZItk/1.jpg"
                             alt=" "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-2-Farmer-Centric-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/2BeHTu0y7xc/1.jpg"
                             alt=" "Session 3: Future of Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-3-Future-of-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 3: Future of Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                    


                <div class="divWidth">
                    <ul class="divWidthMarg">
                                                    <li>
                                <a href="https://im4change.in/video/Public-Spending-on-Agriculture-in-India-Source-Foundation-for-Agrarian-Studies"
                                   title="Public Spending on Agriculture in India (Source: Foundation for Agrarian Studies)"  target="_blank">
                                     Public Spending on Agriculture in India (Source: Foundation for...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Agrarian-Change-Seminar-Protests-against-the-New-Farm-Laws-in-India-by-Prof-Vikas-Rawal-JNU-Source-Journal-Of-Agrarian-Change"
                                   title="Agrarian Change Seminar: 'Protests against the New Farm Laws in India' by Prof. Vikas Rawal, JNU (Source: Journal Of Agrarian Change) "  target="_blank">
                                     Agrarian Change Seminar: 'Protests against the New Farm Laws...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Webinar-Ramrao-The-Story-of-India-Farm-Crisis-Source-Azim-Premji-University"
                                   title="Webinar: Ramrao - The Story of India's Farm Crisis (Source: Azim Premji University)"  target="_blank">
                                     Webinar: Ramrao - The Story of India's Farm Crisis...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/water-and-agricultural-transformation-in-India"
                                   title="Water and Agricultural Transformation in India: A Symbiotic Relationship (Source: IGIDR)"  target="_blank">
                                     Water and Agricultural Transformation in India: A Symbiotic Relationship...</a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/videogallery"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
            </div>
        </div>
    </div>
</section>    </div>
    <div class="clear"></div>
    <!-- Footer option Starts here -->
    <div class="footer-bottom fade-in animated4">
        <div class="container">
            <div class="social-icons icon_flat">
                <p class="SocialMargTop"> Website Developed by <a target="_blank" title="Web Development"
                                                                  class="wot right"
                                                                  href="http://www.ravinderkhurana.com/" rel="nofollow">
                                                                  RAVINDErkHURANA.com</a></p>
            </div>
            <div class="alignleft">
                <a
     target="_blank" href="https://im4change.in/objectives-8.html"
    class="link"
    title="Objectives">Objectives</a> | <a
     target="_blank" href="https://im4change.in/about-us-9.html"
    class="link" title="About Us">About Us</a> | <a
     target="_blank" href="https://im4change.in/media-workshops.php"
    class="ucwords">Workshops</a> | <a
     target="_blank" href="https://im4change.in/disclaimer/disclaimer-149.html"
    title="Disclaimer">Disclaimer</a>            </div>
        </div>
    </div>
    <!-- Footer option ends here -->
</div>
<div id="connect">
    <a target="_blank"
       href="http://www.facebook.com/sharer.php?u=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Facebook">
        <img src="https://im4change.in/images/Facebook.png?1582080640" alt="share on Facebook" class="ImgBorder"/>
    </a><br/>
    <a target="_blank"
       href="http://twitter.com/share?text=Im4change&amp;url=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Twitter">
        <img src="https://im4change.in/images/twitter.png?1582080632" alt="Twitter" class="ImgBorder"/>    </a>
    <br/>
    <a href="/feeds" title="RSS Feed" target="_blank">
        <img src="https://im4change.in/images/rss.png?1582080632" alt="RSS" class="ImgBorder"/>
    </a>
    <br/>
    <a class="feedback-link" id="feedbackFormLink" href="#">
        <img src="https://im4change.in/images/feedback.png?1582080630" alt="Feedback" class="ImgBorder"/>
    </a> <br/>
    <a href="javascript:function iprl5(){var d=document,z=d.createElement('scr'+'ipt'),b=d.body,l=d.location;try{if(!b)throw(0);d.title='(Saving...) '+d.title;z.setAttribute('src',l.protocol+'//www.instapaper.com/j/WKrH3R7ORD5p?u='+encodeURIComponent(l.href)+'&amp;t='+(new Date().getTime()));b.appendChild(z);}catch(e){alert('Please wait until the page has loaded.');}}iprl5();void(0)"
       class="bookmarklet" onclick="return explain_bookmarklet();">
        <img src="https://im4change.in/images/read-it-later.png?1582080632" alt="Read Later" class="ImgBorder"/>    </a>
</div>
<!-- Feedback form Starts here -->
<div id="feedbackForm" class="overlay_form" class="ImgBorder">
    <h2>Contact Form</h2>
    <div id="contactform1">
        <div id="formleft">
            <form id="submitform" action="/contactus.php" method="post">
                <input type="hidden" name="submitform" value="submitform"/>
                <input type="hidden" name="salt_key" value="a0e0f2c6a0644a70e57ad2c96829709a"/>
                <input type="hidden" name="ref" value="feedback"/>
                <fieldset>
                    <label>Name :</label>
                    <input type="text" name="name" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Email :</label>
                    <input type="text" name="email" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Message :</label>
                    <textarea rows="5" cols="20" name="message" required></textarea>
                </fieldset>
                <fieldset>
                    Please enter security code
                    <div class="clear"></div>
                    <input type="text" name="vrcode" class="tbox"/>
                </fieldset>
                <fieldset>
                    <input type="submit" class="button" value="Submit"/>
                    &nbsp; &nbsp; &nbsp; <a href="#" id="closefeedbakcformLink">Close</a>
                </fieldset>
            </form>
        </div>
        <div class="clearfix"></div>
    </div>
</div>
<div id="donate_popup" class="modal" style="max-width: 800px;">
    <table width="100%" border="1">
        <tr>
            <td colspan="2" align="center">
                <b>Support im4change</b>
            </td>
        </tr>
        <tr>
            <td width="25%" valign="middle">
                <img src="https://im4change.in/images/logo2.jpg?1582080632" alt="" width="100%"/>            </td>
            <td style="padding-left:10px;padding-top:10px;">
                <form action="https://im4change.in/donate" method="get">
                    <table width="100%" cellpadding="2" cellspacing="2">
                        <tr>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                10
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                100
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                1000
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                50
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                500
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                <input type="text" name="price" placeholder="?" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3" align="right">
                                <input type="button" name="Pay" value="Pay"
                                       style="width: 200px;background-color: rgb(205, 35, 36);color: #ffffff;"/>
                            </td>
                        </tr>
                    </table>
                </form>
            </td>
        </tr>
    </table>
</div><script type='text/javascript'>

    /* <![CDATA[ */

    var tievar = {'go_to': 'Go to...'};

    /* ]]> */

</script>
<script src="/js/tie-scripts.js?1575549704"></script><script src="/js/bootstrap.js?1575549704"></script><script src="/js/jquery.modal.min.js?1578284310"></script><script>
    $(document).ready(function() {
        // tell the autocomplete function to get its data from our php script
        $('#s').autocomplete({
            source: "/autocomplete"
        });
    });
</script>
<script src="/vj-main-sw-register.js" async></script>

<script>function init(){var imgDefer=document.getElementsByTagName('img');for(var i=0;i<imgDefer.length;i++){if(imgDefer[i].getAttribute('data-src')){imgDefer[i].setAttribute('src',imgDefer[i].getAttribute('data-src'))}}}
window.onload=init;</script>
</body>
</html>'

}
$maxBufferLength = (int) 8192
$file = '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php'
$line = (int) 853
$message = 'Unable to emit headers. Headers sent in file=/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php line=853'
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 48
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

Warning (2): Cannot modify header information - headers already sent by (output started at /home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php:853) [CORE/src/Http/ResponseEmitter.php, line 148]
Code Context
            $response->getStatusCode(),

            ($reasonPhrase ? ' ' . $reasonPhrase : '')

        ));
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html>
<!--[if lt IE 7 ]>
<html class="ie ie6" lang='en'> <![endif]-->
<!--[if IE 7 ]>
<html class="ie ie7" lang='en'> <![endif]-->
<!--[if IE 8 ]>
<html class="ie ie8" lang='en'> <![endif]-->
<!--[if (gte IE 9)|!(IE)]><!-->
<html lang='en'>
<!--<![endif]-->
<head><meta http-equiv="Content-Type" content="text/html; charset=utf-8">
    
    <title>
        LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S    </title>
    <meta name="description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..."/>
    <meta name="keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19"/>
    <meta name="news_keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19">
   
    <link rel="alternate" type="application/rss+xml" title="ROR" href="/ror.xml"/>
    <link rel="alternate" type="application/rss+xml" title="RSS 2.0" href="/feeds/"/>
    <link rel="stylesheet" href="/css/bootstrap.min.css?1697864993"/>    <link rel="stylesheet" href="/css/style.css?v=1.1.2"/>    <link rel="stylesheet" href="/css/style-inner.css?1577045210"/>    <link rel="stylesheet" id="Oswald-css"
          href="https://fonts.googleapis.com/css?family=Oswald%3Aregular%2C700&amp;ver=3.8.1" type="text/css"
          media="all">
    <link rel="stylesheet" href="/css/jquery.modal.min.css?1578285302"/>    <script src="/js/jquery-1.10.2.js?1575549704"></script>    <script src="/js/jquery-migrate.min.js?1575549704"></script>    <link rel="shortcut icon" href="/favicon.ico" title="Favicon">
    <link rel="stylesheet" href="/css/jquery-ui.css?1580720609"/>    <script src="/js/jquery-ui.js?1575549704"></script>    <link rel="preload" as="style" href="https://www.im4change.org/css/custom.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery.modal.min.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery-ui.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/li-scroller.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<!-- <link rel="preload" as="style" href="https://www.im4change.org/css/style.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous"> -->
<link rel="preload" as="style" href="https://www.im4change.org/css/style-inner.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">

<link rel='dns-prefetch' href="//im4change.org/css/custom.css" crossorigin >

<link rel="preload" as="script" href="https://www.im4change.org/js/bootstrap.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.li-scroller.1.0.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.modal.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.ui.totop.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-1.10.2.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-migrate.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-ui.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/setting.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/tie-scripts.js">
    <!--[if IE]>
    <script type="text/javascript">jQuery(document).ready(function () {
        jQuery(".menu-item").has("ul").children("a").attr("aria-haspopup", "true");
    });</script>
    <![endif]-->
    <!--[if lt IE 9]>
    <script src="/js/html5.js"></script>
    <script src="/js/selectivizr-min.js"></script>
    <![endif]-->
    <!--[if IE 8]>
    <link rel="stylesheet" type="text/css" media="all" href="/css/ie8.css"/>
    <![endif]-->
    <meta property="og:title" content="LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S" />
     <meta property="og:url" content="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html" />
     <meta property="og:type" content="article" />
     <meta property="og:description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..." />
     <meta property="og:image" content="" />
      <meta property="fb:app_id" content="0" />
    <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no">

       <link rel="apple-touch-icon-precomposed" sizes="144x144" href="https://im4change.in/images/apple1.png">
    <link rel="apple-touch-icon-precomposed" sizes="120x120" href="https://im4change.in/images/apple2.png">
    <link rel="apple-touch-icon-precomposed" sizes="72x72" href="https://im4change.in/images/apple3.png">
    <link rel="apple-touch-icon-precomposed" href="https://im4change.in/images/apple4.png">

    <style>
    .gsc-results-wrapper-overlay{
        top: 38% !important;
        height: 50% !important;
    }
    .gsc-search-button-v2{
        border-color: #035588 !important;
        background-color: #035588 !important;
    }

   .gsib_a{
        height: 30px !important;
          padding: 2px 8px 1px 6px !important;
    }

   
    .gsc-search-button-v2{
        height: 41px !important;
    }
    input.gsc-input{
        background: none !important;
    }
    @media only screen and (max-width: 600px) {
        .gsc-results-wrapper-overlay{
            top: 11% !important;
            width: 87% !important;
            left: 9% !important;
            height: 43% !important;
        }

        .gsc-search-button-v2{
            padding: 10px 10px !important;
        
        }
        .gsc-input-box{
            height: 28px !important;
        }
       /* .gsib_a {
            padding: 0px 9px 4px 9px !important;
        }*/
    }
    @media only screen and (min-width: 1200px) and (max-width: 1920px) {
        table.gsc-search-box{
            width: 15% !important;
            float: right !important;
            margin-top: -118px !important;
        }

        .gsc-search-button-v2 {
            
            padding: 6px !important;
           
        }
    }


</style>

    <script>
        $(function () {
            $("#accordion").accordion({
                event: "click hoverintent"
            });
        });

        /*
         * hoverIntent | Copyright 2011 Brian Cherne
         * http://cherne.net/brian/resources/jquery.hoverIntent.html
         * modified by the jQuery UI team
         */
        $.event.special.hoverintent = {
            setup: function () {
                $(this).bind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            teardown: function () {
                $(this).unbind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            handler: function (event) {
                var currentX, currentY, timeout,
                    args = arguments,
                    target = $(event.target),
                    previousX = event.pageX,
                    previousY = event.pageY;

                function track(event) {
                    currentX = event.pageX;
                    currentY = event.pageY;
                }
                ;

                function clear() {
                    target
                        .unbind("mousemove", track)
                        .unbind("mouseout", clear);
                    clearTimeout(timeout);
                }

                function handler() {
                    var prop,
                        orig = event;
                    if ((Math.abs(previousX - currentX) +
                        Math.abs(previousY - currentY)) < 7) {
                        clear();
                        event = $.Event("hoverintent");
                        for (prop in orig) {
                            if (!(prop in event)) {
                                event[prop] = orig[prop];
                            }
                        }
                        // Prevent accessing the original event since the new event
                        // is fired asynchronously and the old event is no longer
                        // usable (#6028)
                        delete event.originalEvent;
                        target.trigger(event);
                    } else {
                        previousX = currentX;
                        previousY = currentY;
                        timeout = setTimeout(handler, 100);
                    }
                }

                timeout = setTimeout(handler, 100);
                target.bind({
                    mousemove: track,
                    mouseout: clear
                });
            }
        };
    </script>
    <script type="text/javascript">
        var _gaq = _gaq || [];
        _gaq.push(['_setAccount', 'UA-472075-3']);
        _gaq.push(['_trackPageview']);

        (function () {
            var ga = document.createElement('script');
            ga.type = 'text/javascript';
            ga.async = true;
            ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
            var s = document.getElementsByTagName('script')[0];
            s.parentNode.insertBefore(ga, s);
        })();
    </script>
    <link rel="stylesheet" href="/css/custom.css?v=1.16"/>    <script src="/js/jquery.ui.totop.js?1575549704"></script>    <script src="/js/setting.js?1575549704"></script>    <link rel="manifest" href="/manifest.json">
    <meta name="theme-color" content="#616163" />
    <meta name="apple-mobile-web-app-capable" content="yes">
    <meta name="apple-mobile-web-app-status-bar-style" content="black">
    <meta name="apple-mobile-web-app-title" content="im4change">
    <link rel="apple-touch-icon" href="/icons/logo-192x192.png">
</head>
<body id="top" class="home inner blog">
<div class="background-cover"></div>
<div class="wrapper animated">
    <header id="theme-header" class="header_inner" style="position: relative;">
        <div class="logo inner_logo" style="left:20px !important">
                <a title="Home" href="https://im4change.in/">
                    <img src="https://im4change.in/images/logo2.jpg?1582080632" class="logo_image" alt="im4change"/>                </a>
        </div>
        <div class="langhindi" style="color: #000;display:none;"
             href="https://im4change.in/">
            <a class="more-link" href="https://im4change.in/">Home</a>
                        <a href="https://im4change.in/hindi/" class="langbutton ">हिन्दी</a>
                    </div>
        <nav class="fade-in animated2" id="main-nav">
            <div class="container">
                <div class="main-menu">
    <ul class="menu" id="menu-main">
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            style="left: -40px;"><a
                 target="_blank" href="https://im4change.in/">Home</a>
        </li>
        <li class="menu-item mega-menu menu-item-type-taxonomy mega-menu menu-item-object-category mega-menu menu-item-has-children parent-list"
            style=" margin-left: -40px;"><a href="#">KNOWLEDGE GATEWAY <span class="sub-indicator"></span>
            </a>
            <div class="mega-menu-block background_menu" style="padding-top:25px;">
                <div class="container">
                    <div class="mega-menu-content">
                                                                   <div class="mega-menu-item">
                                                 <h3><b>Farm Crisis</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/farmers039-suicides-14.html"
                                                       class="left postionrel">Farm Suicides                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/unemployment-30.html"
                                                       class="left postionrel">Unemployment                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/rural-distress-70.html"
                                                       class="left postionrel">Rural distress                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/migration-34.html"
                                                       class="left postionrel">Migration                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/key-facts-72.html"
                                                       class="left postionrel">Key Facts                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/debt-trap-15.html"
                                                       class="left postionrel">Debt Trap                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Empowerment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/union-budget-73.html"
                                                       class="left postionrel">Union Budget And Other Economic Policies                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/forest-and-tribal-rights-61.html"
                                                       class="left postionrel">Forest and Tribal Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-education-60.html"
                                                       class="left postionrel">Right to Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-food-59.html"
                                                       class="left postionrel">Right to Food                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/displacement-3279.html"
                                                       class="left postionrel">Displacement                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-work-mg-nrega-39.html"
                                                       class="left postionrel">Right to Work (MG-NREGA)                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/gender-3280.html"
                                                       class="left postionrel">GENDER                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-information-58.html"
                                                       class="left postionrel">Right to Information                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/social-audit-48.html"
                                                       class="left postionrel">Social Audit                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Hunger / HDI</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/poverty-and-inequality-20499.html"
                                                       class="left postionrel">Poverty and inequality                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/malnutrition-41.html"
                                                       class="left postionrel">Malnutrition                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/public-health-51.html"
                                                       class="left postionrel">Public Health                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/education-50.html"
                                                       class="left postionrel">Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hunger-overview-40.html"
                                                       class="left postionrel">Hunger Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hdi-overview-45.html"
                                                       class="left postionrel">HDI Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/pds-ration-food-security-42.html"
                                                       class="left postionrel">PDS/ Ration/ Food Security                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/sdgs-113.html"
                                                       class="left postionrel">SDGs                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/mid-day-meal-scheme-mdms-53.html"
                                                       class="left postionrel">Mid Day Meal Scheme (MDMS)                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Environment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/time-bomb-ticking-52.html"
                                                       class="left postionrel">Time Bomb Ticking                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/water-and-sanitation-55.html"
                                                       class="left postionrel">Water and Sanitation                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/impact-on-agriculture-54.html"
                                                       class="left postionrel">Impact on Agriculture                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Law & Justice</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/social-justice-20500.html"
                                                       class="left postionrel">Social Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/access-to-justice-47.html"
                                                       class="left postionrel">Access to Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/human-rights-56.html"
                                                       class="left postionrel">Human Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/corruption-35.html"
                                                       class="left postionrel">Corruption                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/general-insecurity-46.html"
                                                       class="left postionrel">General Insecurity                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/disaster-relief-49.html"
                                                       class="left postionrel">Disaster &amp; Relief                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        
                    </div>
                </div>
            </div>
        </li>
        <li class="menu-item  menu-item-type-post_type  menu-item-object-page "><a  target="_blank" href="https://im4change.in/nceus_reports.php">NCEUS reports</a>
            
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children parent-list ">
            <a  target="_blank" href="https://im4change.in/about-us-9.html">About Us <span
                    class="sub-indicator"></span></a>
            <ul class="sub-menu aboutmenu">
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                        target="_blank" href="https://im4change.in/objectives-8.html">Objectives</a>
                </li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/contactus.php">Contact
                        Us</a></li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/about-us-9.html">About
                        Us</a></li>
            </ul>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children ">
            <a  target="_blank" href="https://im4change.in/fellowships.php" title="Fellowships">Fellowships</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/media-workshops.php">Workshops</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/research.php">Research</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children   "><a
                 target="_blank" href="https://im4change.in/links-64">Partners</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            id="menu-item-539"><a  target="_blank" href="https://im4change.in/hindi/"
                                  class="langbutton langlinkfont17">हिन्दी</a></li>
    </ul>
</div>            </div>


                        <!--  <div style="float: right;">
                            <script async src="https://cse.google.com/cse.js?cx=18b4f2e0f11bed3dd"></script>
                            <div class="gcse-search"></div>
                        </div> -->
                       
            <div class="search-block" style=" margin-left: 8px; margin-right: 7px;">
                <form method="get" id="searchform" name="searchform"
                      action="https://im4change.in/search"
                      onsubmit="return searchvalidate();">
                    <button class="search-button" type="submit" value="Search"></button>
                    <input type="text" id="s" name="qryStr" value=""
                           onfocus="if (this.value == 'Search...') {this.value = '';}"
                           onblur="if (this.value == '') {this.value = 'Search...';}">
                </form>
            </div>
        </nav>
    </header>
    <div class="container">
        <div id="main-content" class=" main1 container fade-in animated3 sidebar-narrow-left">
            <div class="content-wrap">
                <div class="content" style="width: 900px;min-height: 500px;">
                    <section class="cat-box recent-box innerCatRecent">
    <h1 class="cat-box-title">Gauging pandemic mortality with civil registration data -Rukmini S</h1>
    <a href="JavaScript:void(0);" onclick="return shareArticle(59967);">
        <img src="https://im4change.in/images/email.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>    </a>

    <a href="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s/print"
       rel="nofollow">
        <img src="https://im4change.in/images/icon-print.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>
    </a>
</section>
<section class="recent-box innerCatRecent">
    <small class="pb-1"><span class="dateIcn">
    	<img src="https://im4change.in/images/published.svg?1582080666" alt="published"/> 
		 Published on</span><span class="text-date"> Jul 6, 2021</span>
        &nbsp; <span
                class="dateIcn">
		 	<img src="https://im4change.in/images/modified.svg?1582080666" alt="modified"/>    	 Modified on </span><span class="text-date"> Jul 6, 2021</span>
    </small>
</section>
<div class="clear"></div>
<div style="padding-top: 10px;">
    <div class="innerLineHeight">
        <div class="middleContent innerInput latest-news-updates">
            <table>
                <tr>
                    <td>
                                                <div>
                            <p style="text-align:justify">-The Hindu</p><p style="text-align:justify"><em>Underestimation is likely as the CRS is still an imperfect system, with potential sources of error</em></p><p style="text-align:justify">Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS), currently confidential and closed to the public. While India&rsquo;s official death toll from COVID-19 has been suspect from the very beginning &mdash; for reasons that are partly institutional and partly new and specific to the pandemic &mdash; it was the second wave that made the scale of devastation hard to ignore.</p><p style="text-align:justify"><em>States and data</em></p><p style="text-align:justify">Using the example set by those attempting to capture missed COVID-19 deaths in the United Kingdom, South Africa and Peru, journalists from a range of news organisations accessed all-cause mortality data from the CRS for Madhya Pradesh, Andhra Pradesh, Tamil Nadu, Bihar, parts of Uttar Pradesh, Kerala, and other States as well as for several Indian cities. This data has been able to show a large rise in excess mortality in the surge months of the second wave of April and May 2021 in particular, far in excess of the official COVID-19 toll for the same period. The increase in mortality ranges from reported deaths climbing to five times the usual monthly data in Madhya Pradesh and Andhra Pradesh (between 30-40 times the official COVID-19 toll for the same period), to more modest increases in Tamil Nadu and Kerala.</p><p style="text-align:justify"><em>Sources of error</em></p><p style="text-align:justify">While this data has added an important dimension to the question of undercounting of COVID-19 deaths in India and remains the best source of data on all-cause mortality, its continued use will require careful work on account of some known sources of error that exist with the data.</p><p style="text-align:justify">The first is that these numbers are underestimates of total mortality. The Union government last published annual Civil Registration System data for 2019. This data shows that India registered 92 of every 100 deaths as of 2019, but there was large variation between States. Bihar, for instance, registered just half of all deaths. Additionally, the data currently available on State-level CRS portals (behind a login) miss even more deaths. The CRS moved online relatively recently (between five and three years ago in most States), and State-level portals now display data for every day from January 1, 2018 to the present day. For all States for which data is available except Kerala, the online portals show lower numbers than what was published by the Union government for 2018 and 2019. What this implies is that the data currently being used for analyses are an underestimate of total deaths, but should not by itself cause an inflation of the excess mortality estimates for the pandemic (since the online portal&rsquo;s data was used for past and current years).</p><p style="text-align:justify">What could, however, alter the magnitude of calculated excess mortality would be a second possible source of error &mdash; if mortality was either naturally increasing over time, or if registration was getting better, or if both were taking place. If any of these three phenomena were taking place, the magnitude of excess mortality in 2020 and 2021 could be moderated by these processes.</p><p style="text-align:justify">On the first count, total estimated mortality (registered deaths plus those that are not registered) has actually been declining since 2013 (although there was an uptick in some States in 2019) according to the CRS. So, in the normal course of events (if there had not been a pandemic) we would not expect an increase in mortality</p><p style="text-align:justify">Registered deaths, on the other hand, have been steadily increasing in four of the five States that we have detailed mortality data for (but fluctuating in Kerala). While this will mean that some of the excess mortality in 2020-21 will be accounted for by improved registration, this is not a complete explanation. The increase in registered deaths will not continue at the same pace in all States &mdash; once States begin to achieve full registration, increases should be more modest. In Madhya Pradesh, for instance, the level of death registration improved by over 21 percentage points between 2017 and 2019 to reach 89% in 2019. It is simply not mathematically possible for the level of registered deaths to continue to increase at the same pace for the years after 2019.</p><p style="text-align:justify"><img alt="" src="/upload/images/Undercounting%20The%20Hindu.jpg" style="height:618px; width:960px" /></p><p style="text-align:justify">For the most conservative estimate, let us assume that Madhya Pradesh achieved 100% registration by May 2021 (although we know from State level data that this was far from the case). Given the flattening of mortality in the State, let us assume that the total mortality in 2021 in &lsquo;normal&rsquo; times would have been about the same as the total estimated deaths for 2019 &mdash; 5.53 lakh deaths. Even then, the numbers for Madhya Pradesh show over 1.18 lakh excess deaths in 2021, which is over 26 times the official COVID-19 death toll for the same period. The other States too show excess mortality in 2021 even assuming full registration.</p><p style="text-align:justify">Please <a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true">click here</a> to read more.&nbsp;</p>                                                           
                        </div>
                    </td>
                </tr>
            </table>
        </div>
    </div>
</div>
<div class="clear"></div>
    <br><a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" class="re" target="_blank">The Hindu, 6 July, 2021, https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true</a><div class="clear"></div>
    <div style="padding-top: 18px;">
        <p class="post-tag">Tagged with:
                            <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Pandemic"
                   title="Pandemic">
                    Pandemic                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess mortality"
                   title="Excess mortality">
                    Excess mortality                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess deaths"
                   title="Excess deaths">
                    Excess deaths                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Civil Registration System"
                   title="Civil Registration System">
                    Civil Registration System                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=CRS"
                   title="CRS">
                    CRS                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=COVID-19"
                   title="COVID-19">
                    COVID-19                </a>
                        </p>
    </div>
<div class="clear"></div>
    <br><br>
    <div class="widget-top">
        <h4>Related Articles</h4>
        <div class="stripe-line"></div>
    </div>
    <div class="widget-container">
        <ul id="recentcomments">
                            <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/what-data-told-us-about-india-in-2022-akshi-chawla.html"
                       title="What data told us about India in 2022 - Akshi Chawla">
                        What data told us about India in 2022 - Akshi Chawla                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/enrollment-levels-highest-in-a-decade-sharp-drop-in-reading-ability-of-children-aser-2022-report.html"
                       title="Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report">
                        Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/covid-doctors-warn-against-scaremongering-advise-caution-gs-mudur.html"
                       title="Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur ">
                        Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur                     </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/the-importance-of-affordable-healthcare-for-all-and-other-key-lessons-from-the-pandemic-chapal-mehra-lancelot-pinto.html"
                       title="The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto">
                        The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/interviews/prof-satyajit-rath-national-institute-of-immunology-interviewed-by-sandipan-talukdar-newsclick-in.html"
                       title="Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)">
                        Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)                    </a>
                </li>
                
        </ul>
    </div>
    <div class="comment-respond" id="respond">
    <a name="commentbox">&nbsp;</a>
    <h3 class="comment-reply-title" id="reply-title">Write Comments</h3>
    <form method="post" accept-charset="utf-8" role="form" action="/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"><div style="display:none;"><input type="hidden" name="_method" value="POST"/></div>    <form class="comment-form" id="commentform" method="post" action="#commentbox" onSubmit="return validate()"
          name="cmtform">
        <input type="hidden" name="cmttype" value="articlecmt"/>
        <input type="hidden" name="article_id" value="59967"/>
        <p class="comment-notes">Your email address will not be published. Required fields are marked <span
                    class="required">*</span></p>
                <p class="comment-form-author">
            <label for="commenterName">Name</label>
            <span class="required">*</span>
            <input type="text" aria-required="true" size="30"
                   value=""
                   name="commenterName" id="commenterName" required="true">
        </p>
        <p class="comment-form-email">
            <label for="commenterEmail">Email</label> <span class="required">*</span>
            <input aria-required="true" size="30" name="commenterEmail" id="commenterEmail" type="email"
                   value=""
                   required="true">
        </p>
        <p class="comment-form-contact">
            <label for="commenterPh">Contact No.</label>
            <input type="text" size="30"
                   value=""
                   name="commenterPh" id="commenterPh">
        </p>
        <p class="comment-form-comment">
            <label for="comment">Comment</label>
            <textarea aria-required="true" required="true" rows="8" cols="45" name="comment"
                      id="comment"></textarea>
        </p>
        <p class="comment-form-comment">
            <label for="comment">Type the characters you see in the image below <span class="required">*</span><br><img
                        class="captchaImg"
                        src="https://im4change.in/securimage_show_art.php?tk=836002957" alt="captcha"/>
            </label>
        </p>
        <input type="text" name="vrcode" required="true"/>

        <p class="form-submit" style="width: 200px;">
            <input type="submit" value="Post Comment" id="submit" name="submit">
        </p></form>
</div>
<style>
    .ui-widget-content {
        height: auto !important;
    }
</style>
<div id="share-modal"></div>
<style>
    .middleContent a{
        background-color: rgba(108,172,228,.2);
    }
    .middleContent a:hover{
        background-color: #418fde;
        border-color: #418fde;
        color: #000;
        }
</style>
<script>
    function shareArticle(article_id) {
        var options = {
            modal: true,
            height: 'auto',
            width: 600 + 'px'
        };
        $('#share-modal').html("");
        $('#share-modal').load('https://im4change.in/share_article?article_id=' + article_id).dialog(options).dialog('open');
    }

    function postShare() {
        var param = 'article_id=' + $("#article_id").val();
        param = param + '&y_name=' + $("#y_name").val();
        param = param + '&y_email=' + $("#y_email").val();
        param = param + '&f_name=' + $("#f_name").val();
        param = param + '&f_email=' + $("#f_email").val();
        param = param + '&y_msg=' + $("#y_msg").val();

        $.ajax({
            type: "POST",
            url: 'https://im4change.in/post_share_article',
            data: param,
            success: function (response) {
                $('#share-modal').html("Thank You, Your message posted to ");
            }
        });
        return false;
    }
</script>                </div>
            </div>
            <!-- Right Side Section Start -->
<!-- MAP Section START -->
<aside class="sidebar indexMarg">
    <div class="ad-cell">
        <a href="https://im4change.in/statemap.php" title="">
            <img src="https://im4change.in/images/map_new_version.png?1582080666" alt="India State Map" class="indiamap" width="232" height="252"/>        </a>
        <div class="rightmapbox">
            <div id="sideOne" class="docltitle"><a href="https://im4change.in/state-report/india/36" target="_blank">DOCUMENTS/
                    REPORTS</a></div>
            <div id="sideTwo" class="statetitle"><a href="https://im4change.in/states.php"target="_blank">STATE DATA/
                    HDRs.</a></div>
        </div>
        <div class="widget widgePadTop"></div>
    </div>
</aside>
<!-- MAP Section END -->
<aside class="sidebar sidePadbottom">
    <div class="rightsmlbox1" >
        <a href="https://im4change.in/knowledge_gateway" target="_blank" style="color: #035588;
    font-size: 17px;">
            KNOWLEDGE GATEWAY
        </a>
    </div>
    <div class="rightsmlbox1">

        <div>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/newsletter" target="_blank">
                    NEWSLETTER
                </a>
            </p>
        </div>
    </div>
        <div class="rightsmlbox1" style="height: 325px;">
        <div>
            <p class="rightsmlbox1_title">
                Interview with Prof. Ravi Srivastava
            </p>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/video/interview-with-prof-ravi-srivastava-on-current-economic-crisis">
                <img width="250" height="200" src="/images/interview_video_home.jpg" alt="Interview with Prof. Ravi Srivastava"/>
                </a>
                <!--
                <iframe width="250" height="200" src="https://www.youtube.com/embed/MmaTlntk-wc" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>-->
               
            </p>
            <a href="https://im4change.in/videogallery" class="more-link CatArchalAnch1" target="_blank">
                                More videos
                            </a>
        </div>
    </div>
    
        <div class="rightsmlbox1">
        <div>
            <!--div id="sstory" class="rightboxicons"></div--->
            <p class="rightsmlbox1_title"><a href="https://im4change.in/list-success-stories"  target="_blank">Success Stories</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
                        href="https://im4change.in/interviews"  target="_blank">Interviews</a>
            </p>
        </div>
    </div>

    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a href="https://www.commoncause.in/page.php?id=10" >Donate</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
        href="https://im4change.in/marquee"
        class="isf_link more-link" title="India Focus?" style="border: 4px solid #fdd922;width: 90%;background-color: #fdd922;text-align: center;color: #000000;font-size:18px"  target="_blank">India Focus</a></p>        </div>
    </div>

    <div class="rightsmlbox1" style="height: 104px !important;">
        <a href="https://im4change.in/quarterly_reports.php" target="_blank">
            Quarterly Reports on Effect of Economic Slowdown on Employment in India (2008 - 2015)
        </a>
    </div>
    
<!--     <div class="rightsmlbox1">
        <a href="https://play.google.com/store/apps/details?id=com.im4.im4change" target="_blank">
            
        </a></div> -->
    <!-- <section class="cat-box recent-box secMarg">
        <h2 class="cat-box-title">Most Visited</h2>
    </section> -->
    <!-- accordion Starts here -->
    <!-- <div id="accordion" class="accordMarg">
            </div> -->
    <!-- accordion ends here -->
    <!-- Widget Tag Cloud Starts here -->
    <div id="tag_cloud-2" class="widget widget_tag_cloud">
        <section class="cat-box recent-box secMarg">
                <h2 class="cat-box-title">MOST VISITED TAGS</h2>
            </section>
        <div class="widget-top wiPdTp">
           
            <div class="stripe-line"></div>
        </div>
        <div class="widget-container">
            <div class="tagcloud">
                                    <a href="https://im4change.in/search?qryStr=Agriculture"
                       target="_blank" class="tag-link-4 font4">Agriculture</a>
                                        <a href="https://im4change.in/search?qryStr=Food Security"
                       target="_blank" class="tag-link-4 font4">Food Security</a>
                                        <a href="https://im4change.in/search?qryStr=Law and Justice"
                       target="_blank" class="tag-link-4 font4">Law and Justice</a>
                                        <a href="https://im4change.in/search?qryStr=Health"
                       target="_blank" class="tag-link-4 font4">Health</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Food"
                       target="_blank" class="tag-link-4 font4">Right to Food</a>
                                        <a href="https://im4change.in/search?qryStr=Corruption"
                       target="_blank" class="tag-link-4 font4">Corruption</a>
                                        <a href="https://im4change.in/search?qryStr=farming"
                       target="_blank" class="tag-link-4 font4">farming</a>
                                        <a href="https://im4change.in/search?qryStr=Environment"
                       target="_blank" class="tag-link-4 font4">Environment</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Information"
                       target="_blank" class="tag-link-4 font4">Right to Information</a>
                                        <a href="https://im4change.in/search?qryStr=NREGS"
                       target="_blank" class="tag-link-4 font4">NREGS</a>
                                        <a href="https://im4change.in/search?qryStr=Human Rights"
                       target="_blank" class="tag-link-4 font4">Human Rights</a>
                                        <a href="https://im4change.in/search?qryStr=Governance"
                       target="_blank" class="tag-link-4 font4">Governance</a>
                                        <a href="https://im4change.in/search?qryStr=PDS"
                       target="_blank" class="tag-link-4 font4">PDS</a>
                                        <a href="https://im4change.in/search?qryStr=COVID-19"
                       target="_blank" class="tag-link-4 font4">COVID-19</a>
                                        <a href="https://im4change.in/search?qryStr=Land Acquisition"
                       target="_blank" class="tag-link-4 font4">Land Acquisition</a>
                                        <a href="https://im4change.in/search?qryStr=mgnrega"
                       target="_blank" class="tag-link-4 font4">mgnrega</a>
                                        <a href="https://im4change.in/search?qryStr=Farmers"
                       target="_blank" class="tag-link-4 font4">Farmers</a>
                                        <a href="https://im4change.in/search?qryStr=transparency"
                       target="_blank" class="tag-link-4 font4">transparency</a>
                                        <a href="https://im4change.in/search?qryStr=Gender"
                       target="_blank" class="tag-link-4 font4">Gender</a>
                                        <a href="https://im4change.in/search?qryStr=Poverty"
                       target="_blank" class="tag-link-4 font4">Poverty</a>
                                    
                                <a href="https://im4change.in/search?qryStr=Farm Laws" target="_blank" class="tag-link-4 font4">Farm Laws
                </a>
                <a href="https://im4change.in/search?qryStr=Citizenship Amendment Act" target="_blank" class="tag-link-4 font4">Citizenship Amendment Act
                </a>
                <a href="https://im4change.in/search?qryStr=CAA NPR NRIC" target="_blank" class="tag-link-4 font4">CAA NPR NRIC
                </a>
                <a href="https://im4change.in/search?qryStr=Job Losses" target="_blank" class="tag-link-4 font4">Job Losses
                </a>
                <a href="https://im4change.in/search?qryStr=Migrant Workers" target="_blank" class="tag-link-4 font4">Migrant Workers
                </a>
                <a href="https://im4change.in/search?qryStr=Unemployment" target="_blank" class="tag-link-4 font4">Unemployment
                </a>
                <a href="https://im4change.in/search?qryStr=PMGKAY" target="_blank" class="tag-link-4 font4">PMGKAY
                </a>
                <a href="https://im4change.in/search?qryStr=PM-KISAN" target="_blank" class="tag-link-4 font4">PM-KISAN
                </a>
                <a href="https://im4change.in/search?qryStr=PM-CARES" target="_blank" class="tag-link-4 font4">PM-CARES
                </a>
                <a href="https://im4change.in/search?qryStr=LFPR" target="_blank" class="tag-link-4 font4">LFPR
                </a>
                
            </div>
        </div>
    </div>
    <!-- Widget Tag Cloud Ends here -->
</aside>
<!-- Right Side Section End -->
        </div>
        <section class="cat-box cats-review-box footerSec">
    <h2 class="cat-box-title vSec CatArcha">Video
        Archives</h2>
    <h2 class="cat-box-title CatArchaTitle">Archives</h2>
    <div class="cat-box-content">
        <div class="reviews-cat">
            <div class="CatArchaDiv1">
                <div class="CatArchaDiv2">
                    <ul>
                                                    <li>
                                <a href="https://im4change.in/news-alerts-57/moving-upstream-luni-fellowship.html"  target="_blank">
                                     Moving Upstream: Luni – Fellowship                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/135-million-indians-exited-multidimensional-poverty-as-per-government-figures-is-that-the-same-as-poverty-reduction.html"  target="_blank">
                                     135 Million Indians Exited “Multidimensional" Poverty as per Government...                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/explainer-why-are-tomato-prices-on-fire.html"  target="_blank">
                                     Explainer: Why are Tomato Prices on Fire?                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/nsso-survey-only-39-1-of-all-households-have-drinking-water-within-dwelling-46-7-of-rural-households-use-firewood-for-cooking.html"  target="_blank">
                                     NSSO Survey: Only 39.1% of all Households have Drinking...                                </a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/news-alerts-57"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
                                    <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/I51LYnP8BOk/1.jpg"
                             alt=" Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Short-Video-on-im4change-Hindi-website-Inclusive-Media-for-Change"  target="_blank">
                                 Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/kNqha-SwfIY/1.jpg"
                             alt=" "Session 1: Scope of IDEA and AgriStack" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-1- Scope-of-IDEA-and-AgriStack-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 1: Scope of IDEA and AgriStack" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/6kIVjlgZItk/1.jpg"
                             alt=" "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-2-Farmer-Centric-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/2BeHTu0y7xc/1.jpg"
                             alt=" "Session 3: Future of Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-3-Future-of-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 3: Future of Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                    


                <div class="divWidth">
                    <ul class="divWidthMarg">
                                                    <li>
                                <a href="https://im4change.in/video/Public-Spending-on-Agriculture-in-India-Source-Foundation-for-Agrarian-Studies"
                                   title="Public Spending on Agriculture in India (Source: Foundation for Agrarian Studies)"  target="_blank">
                                     Public Spending on Agriculture in India (Source: Foundation for...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Agrarian-Change-Seminar-Protests-against-the-New-Farm-Laws-in-India-by-Prof-Vikas-Rawal-JNU-Source-Journal-Of-Agrarian-Change"
                                   title="Agrarian Change Seminar: 'Protests against the New Farm Laws in India' by Prof. Vikas Rawal, JNU (Source: Journal Of Agrarian Change) "  target="_blank">
                                     Agrarian Change Seminar: 'Protests against the New Farm Laws...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Webinar-Ramrao-The-Story-of-India-Farm-Crisis-Source-Azim-Premji-University"
                                   title="Webinar: Ramrao - The Story of India's Farm Crisis (Source: Azim Premji University)"  target="_blank">
                                     Webinar: Ramrao - The Story of India's Farm Crisis...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/water-and-agricultural-transformation-in-India"
                                   title="Water and Agricultural Transformation in India: A Symbiotic Relationship (Source: IGIDR)"  target="_blank">
                                     Water and Agricultural Transformation in India: A Symbiotic Relationship...</a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/videogallery"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
            </div>
        </div>
    </div>
</section>    </div>
    <div class="clear"></div>
    <!-- Footer option Starts here -->
    <div class="footer-bottom fade-in animated4">
        <div class="container">
            <div class="social-icons icon_flat">
                <p class="SocialMargTop"> Website Developed by <a target="_blank" title="Web Development"
                                                                  class="wot right"
                                                                  href="http://www.ravinderkhurana.com/" rel="nofollow">
                                                                  RAVINDErkHURANA.com</a></p>
            </div>
            <div class="alignleft">
                <a
     target="_blank" href="https://im4change.in/objectives-8.html"
    class="link"
    title="Objectives">Objectives</a> | <a
     target="_blank" href="https://im4change.in/about-us-9.html"
    class="link" title="About Us">About Us</a> | <a
     target="_blank" href="https://im4change.in/media-workshops.php"
    class="ucwords">Workshops</a> | <a
     target="_blank" href="https://im4change.in/disclaimer/disclaimer-149.html"
    title="Disclaimer">Disclaimer</a>            </div>
        </div>
    </div>
    <!-- Footer option ends here -->
</div>
<div id="connect">
    <a target="_blank"
       href="http://www.facebook.com/sharer.php?u=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Facebook">
        <img src="https://im4change.in/images/Facebook.png?1582080640" alt="share on Facebook" class="ImgBorder"/>
    </a><br/>
    <a target="_blank"
       href="http://twitter.com/share?text=Im4change&amp;url=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Twitter">
        <img src="https://im4change.in/images/twitter.png?1582080632" alt="Twitter" class="ImgBorder"/>    </a>
    <br/>
    <a href="/feeds" title="RSS Feed" target="_blank">
        <img src="https://im4change.in/images/rss.png?1582080632" alt="RSS" class="ImgBorder"/>
    </a>
    <br/>
    <a class="feedback-link" id="feedbackFormLink" href="#">
        <img src="https://im4change.in/images/feedback.png?1582080630" alt="Feedback" class="ImgBorder"/>
    </a> <br/>
    <a href="javascript:function iprl5(){var d=document,z=d.createElement('scr'+'ipt'),b=d.body,l=d.location;try{if(!b)throw(0);d.title='(Saving...) '+d.title;z.setAttribute('src',l.protocol+'//www.instapaper.com/j/WKrH3R7ORD5p?u='+encodeURIComponent(l.href)+'&amp;t='+(new Date().getTime()));b.appendChild(z);}catch(e){alert('Please wait until the page has loaded.');}}iprl5();void(0)"
       class="bookmarklet" onclick="return explain_bookmarklet();">
        <img src="https://im4change.in/images/read-it-later.png?1582080632" alt="Read Later" class="ImgBorder"/>    </a>
</div>
<!-- Feedback form Starts here -->
<div id="feedbackForm" class="overlay_form" class="ImgBorder">
    <h2>Contact Form</h2>
    <div id="contactform1">
        <div id="formleft">
            <form id="submitform" action="/contactus.php" method="post">
                <input type="hidden" name="submitform" value="submitform"/>
                <input type="hidden" name="salt_key" value="a0e0f2c6a0644a70e57ad2c96829709a"/>
                <input type="hidden" name="ref" value="feedback"/>
                <fieldset>
                    <label>Name :</label>
                    <input type="text" name="name" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Email :</label>
                    <input type="text" name="email" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Message :</label>
                    <textarea rows="5" cols="20" name="message" required></textarea>
                </fieldset>
                <fieldset>
                    Please enter security code
                    <div class="clear"></div>
                    <input type="text" name="vrcode" class="tbox"/>
                </fieldset>
                <fieldset>
                    <input type="submit" class="button" value="Submit"/>
                    &nbsp; &nbsp; &nbsp; <a href="#" id="closefeedbakcformLink">Close</a>
                </fieldset>
            </form>
        </div>
        <div class="clearfix"></div>
    </div>
</div>
<div id="donate_popup" class="modal" style="max-width: 800px;">
    <table width="100%" border="1">
        <tr>
            <td colspan="2" align="center">
                <b>Support im4change</b>
            </td>
        </tr>
        <tr>
            <td width="25%" valign="middle">
                <img src="https://im4change.in/images/logo2.jpg?1582080632" alt="" width="100%"/>            </td>
            <td style="padding-left:10px;padding-top:10px;">
                <form action="https://im4change.in/donate" method="get">
                    <table width="100%" cellpadding="2" cellspacing="2">
                        <tr>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                10
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                100
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                1000
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                50
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                500
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                <input type="text" name="price" placeholder="?" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3" align="right">
                                <input type="button" name="Pay" value="Pay"
                                       style="width: 200px;background-color: rgb(205, 35, 36);color: #ffffff;"/>
                            </td>
                        </tr>
                    </table>
                </form>
            </td>
        </tr>
    </table>
</div><script type='text/javascript'>

    /* <![CDATA[ */

    var tievar = {'go_to': 'Go to...'};

    /* ]]> */

</script>
<script src="/js/tie-scripts.js?1575549704"></script><script src="/js/bootstrap.js?1575549704"></script><script src="/js/jquery.modal.min.js?1578284310"></script><script>
    $(document).ready(function() {
        // tell the autocomplete function to get its data from our php script
        $('#s').autocomplete({
            source: "/autocomplete"
        });
    });
</script>
<script src="/vj-main-sw-register.js" async></script>

<script>function init(){var imgDefer=document.getElementsByTagName('img');for(var i=0;i<imgDefer.length;i++){if(imgDefer[i].getAttribute('data-src')){imgDefer[i].setAttribute('src',imgDefer[i].getAttribute('data-src'))}}}
window.onload=init;</script>
</body>
</html>'

}
$reasonPhrase = 'OK'
header - [internal], line ??
Cake\Http\ResponseEmitter::emitStatusLine() - CORE/src/Http/ResponseEmitter.php, line 148
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 54
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

Warning (2): Cannot modify header information - headers already sent by (output started at /home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php:853) [CORE/src/Http/ResponseEmitter.php, line 181]
Code Context
                    $value

                ), $first);

                $first = false;
$response = object(Cake\Http\Response) {

	'status' => (int) 200,
	'contentType' => 'text/html',
	'headers' => [
		'Content-Type' => [
			[maximum depth reached]
		]
	],
	'file' => null,
	'fileRange' => [],
	'cookies' => object(Cake\Http\Cookie\CookieCollection) {},
	'cacheDirectives' => [],
	'body' => '<!DOCTYPE html>
<!--[if lt IE 7 ]>
<html class="ie ie6" lang='en'> <![endif]-->
<!--[if IE 7 ]>
<html class="ie ie7" lang='en'> <![endif]-->
<!--[if IE 8 ]>
<html class="ie ie8" lang='en'> <![endif]-->
<!--[if (gte IE 9)|!(IE)]><!-->
<html lang='en'>
<!--<![endif]-->
<head><meta http-equiv="Content-Type" content="text/html; charset=utf-8">
    
    <title>
        LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S    </title>
    <meta name="description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..."/>
    <meta name="keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19"/>
    <meta name="news_keywords" content="Pandemic,Excess mortality,Excess deaths,Civil Registration System,CRS,COVID-19">
   
    <link rel="alternate" type="application/rss+xml" title="ROR" href="/ror.xml"/>
    <link rel="alternate" type="application/rss+xml" title="RSS 2.0" href="/feeds/"/>
    <link rel="stylesheet" href="/css/bootstrap.min.css?1697864993"/>    <link rel="stylesheet" href="/css/style.css?v=1.1.2"/>    <link rel="stylesheet" href="/css/style-inner.css?1577045210"/>    <link rel="stylesheet" id="Oswald-css"
          href="https://fonts.googleapis.com/css?family=Oswald%3Aregular%2C700&amp;ver=3.8.1" type="text/css"
          media="all">
    <link rel="stylesheet" href="/css/jquery.modal.min.css?1578285302"/>    <script src="/js/jquery-1.10.2.js?1575549704"></script>    <script src="/js/jquery-migrate.min.js?1575549704"></script>    <link rel="shortcut icon" href="/favicon.ico" title="Favicon">
    <link rel="stylesheet" href="/css/jquery-ui.css?1580720609"/>    <script src="/js/jquery-ui.js?1575549704"></script>    <link rel="preload" as="style" href="https://www.im4change.org/css/custom.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery.modal.min.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/jquery-ui.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<link rel="preload" as="style" href="https://www.im4change.org/css/li-scroller.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">
<!-- <link rel="preload" as="style" href="https://www.im4change.org/css/style.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous"> -->
<link rel="preload" as="style" href="https://www.im4change.org/css/style-inner.css" onload="this.rel='stylesheet'" media="all" crossorigin="anonymous">

<link rel='dns-prefetch' href="//im4change.org/css/custom.css" crossorigin >

<link rel="preload" as="script" href="https://www.im4change.org/js/bootstrap.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.li-scroller.1.0.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.modal.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery.ui.totop.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-1.10.2.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-migrate.min.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/jquery-ui.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/setting.js">
<link rel="preload" as="script" href="https://www.im4change.org/js/tie-scripts.js">
    <!--[if IE]>
    <script type="text/javascript">jQuery(document).ready(function () {
        jQuery(".menu-item").has("ul").children("a").attr("aria-haspopup", "true");
    });</script>
    <![endif]-->
    <!--[if lt IE 9]>
    <script src="/js/html5.js"></script>
    <script src="/js/selectivizr-min.js"></script>
    <![endif]-->
    <!--[if IE 8]>
    <link rel="stylesheet" type="text/css" media="all" href="/css/ie8.css"/>
    <![endif]-->
    <meta property="og:title" content="LATEST NEWS UPDATES | Gauging pandemic mortality with civil registration data -Rukmini S" />
     <meta property="og:url" content="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html" />
     <meta property="og:type" content="article" />
     <meta property="og:description" content="-The Hindu

Underestimation is likely as the CRS is still an imperfect system, with potential sources of error

Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS),..." />
     <meta property="og:image" content="" />
      <meta property="fb:app_id" content="0" />
    <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no">

       <link rel="apple-touch-icon-precomposed" sizes="144x144" href="https://im4change.in/images/apple1.png">
    <link rel="apple-touch-icon-precomposed" sizes="120x120" href="https://im4change.in/images/apple2.png">
    <link rel="apple-touch-icon-precomposed" sizes="72x72" href="https://im4change.in/images/apple3.png">
    <link rel="apple-touch-icon-precomposed" href="https://im4change.in/images/apple4.png">

    <style>
    .gsc-results-wrapper-overlay{
        top: 38% !important;
        height: 50% !important;
    }
    .gsc-search-button-v2{
        border-color: #035588 !important;
        background-color: #035588 !important;
    }

   .gsib_a{
        height: 30px !important;
          padding: 2px 8px 1px 6px !important;
    }

   
    .gsc-search-button-v2{
        height: 41px !important;
    }
    input.gsc-input{
        background: none !important;
    }
    @media only screen and (max-width: 600px) {
        .gsc-results-wrapper-overlay{
            top: 11% !important;
            width: 87% !important;
            left: 9% !important;
            height: 43% !important;
        }

        .gsc-search-button-v2{
            padding: 10px 10px !important;
        
        }
        .gsc-input-box{
            height: 28px !important;
        }
       /* .gsib_a {
            padding: 0px 9px 4px 9px !important;
        }*/
    }
    @media only screen and (min-width: 1200px) and (max-width: 1920px) {
        table.gsc-search-box{
            width: 15% !important;
            float: right !important;
            margin-top: -118px !important;
        }

        .gsc-search-button-v2 {
            
            padding: 6px !important;
           
        }
    }


</style>

    <script>
        $(function () {
            $("#accordion").accordion({
                event: "click hoverintent"
            });
        });

        /*
         * hoverIntent | Copyright 2011 Brian Cherne
         * http://cherne.net/brian/resources/jquery.hoverIntent.html
         * modified by the jQuery UI team
         */
        $.event.special.hoverintent = {
            setup: function () {
                $(this).bind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            teardown: function () {
                $(this).unbind("mouseover", jQuery.event.special.hoverintent.handler);
            },
            handler: function (event) {
                var currentX, currentY, timeout,
                    args = arguments,
                    target = $(event.target),
                    previousX = event.pageX,
                    previousY = event.pageY;

                function track(event) {
                    currentX = event.pageX;
                    currentY = event.pageY;
                }
                ;

                function clear() {
                    target
                        .unbind("mousemove", track)
                        .unbind("mouseout", clear);
                    clearTimeout(timeout);
                }

                function handler() {
                    var prop,
                        orig = event;
                    if ((Math.abs(previousX - currentX) +
                        Math.abs(previousY - currentY)) < 7) {
                        clear();
                        event = $.Event("hoverintent");
                        for (prop in orig) {
                            if (!(prop in event)) {
                                event[prop] = orig[prop];
                            }
                        }
                        // Prevent accessing the original event since the new event
                        // is fired asynchronously and the old event is no longer
                        // usable (#6028)
                        delete event.originalEvent;
                        target.trigger(event);
                    } else {
                        previousX = currentX;
                        previousY = currentY;
                        timeout = setTimeout(handler, 100);
                    }
                }

                timeout = setTimeout(handler, 100);
                target.bind({
                    mousemove: track,
                    mouseout: clear
                });
            }
        };
    </script>
    <script type="text/javascript">
        var _gaq = _gaq || [];
        _gaq.push(['_setAccount', 'UA-472075-3']);
        _gaq.push(['_trackPageview']);

        (function () {
            var ga = document.createElement('script');
            ga.type = 'text/javascript';
            ga.async = true;
            ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
            var s = document.getElementsByTagName('script')[0];
            s.parentNode.insertBefore(ga, s);
        })();
    </script>
    <link rel="stylesheet" href="/css/custom.css?v=1.16"/>    <script src="/js/jquery.ui.totop.js?1575549704"></script>    <script src="/js/setting.js?1575549704"></script>    <link rel="manifest" href="/manifest.json">
    <meta name="theme-color" content="#616163" />
    <meta name="apple-mobile-web-app-capable" content="yes">
    <meta name="apple-mobile-web-app-status-bar-style" content="black">
    <meta name="apple-mobile-web-app-title" content="im4change">
    <link rel="apple-touch-icon" href="/icons/logo-192x192.png">
</head>
<body id="top" class="home inner blog">
<div class="background-cover"></div>
<div class="wrapper animated">
    <header id="theme-header" class="header_inner" style="position: relative;">
        <div class="logo inner_logo" style="left:20px !important">
                <a title="Home" href="https://im4change.in/">
                    <img src="https://im4change.in/images/logo2.jpg?1582080632" class="logo_image" alt="im4change"/>                </a>
        </div>
        <div class="langhindi" style="color: #000;display:none;"
             href="https://im4change.in/">
            <a class="more-link" href="https://im4change.in/">Home</a>
                        <a href="https://im4change.in/hindi/" class="langbutton ">हिन्दी</a>
                    </div>
        <nav class="fade-in animated2" id="main-nav">
            <div class="container">
                <div class="main-menu">
    <ul class="menu" id="menu-main">
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            style="left: -40px;"><a
                 target="_blank" href="https://im4change.in/">Home</a>
        </li>
        <li class="menu-item mega-menu menu-item-type-taxonomy mega-menu menu-item-object-category mega-menu menu-item-has-children parent-list"
            style=" margin-left: -40px;"><a href="#">KNOWLEDGE GATEWAY <span class="sub-indicator"></span>
            </a>
            <div class="mega-menu-block background_menu" style="padding-top:25px;">
                <div class="container">
                    <div class="mega-menu-content">
                                                                   <div class="mega-menu-item">
                                                 <h3><b>Farm Crisis</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/farmers039-suicides-14.html"
                                                       class="left postionrel">Farm Suicides                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/unemployment-30.html"
                                                       class="left postionrel">Unemployment                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/rural-distress-70.html"
                                                       class="left postionrel">Rural distress                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/migration-34.html"
                                                       class="left postionrel">Migration                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/key-facts-72.html"
                                                       class="left postionrel">Key Facts                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/farm-crisis/debt-trap-15.html"
                                                       class="left postionrel">Debt Trap                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Empowerment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/union-budget-73.html"
                                                       class="left postionrel">Union Budget And Other Economic Policies                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/forest-and-tribal-rights-61.html"
                                                       class="left postionrel">Forest and Tribal Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-education-60.html"
                                                       class="left postionrel">Right to Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-food-59.html"
                                                       class="left postionrel">Right to Food                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/displacement-3279.html"
                                                       class="left postionrel">Displacement                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-work-mg-nrega-39.html"
                                                       class="left postionrel">Right to Work (MG-NREGA)                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/gender-3280.html"
                                                       class="left postionrel">GENDER                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/right-to-information-58.html"
                                                       class="left postionrel">Right to Information                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/empowerment/social-audit-48.html"
                                                       class="left postionrel">Social Audit                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Hunger / HDI</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/poverty-and-inequality-20499.html"
                                                       class="left postionrel">Poverty and inequality                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/malnutrition-41.html"
                                                       class="left postionrel">Malnutrition                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/public-health-51.html"
                                                       class="left postionrel">Public Health                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/education-50.html"
                                                       class="left postionrel">Education                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hunger-overview-40.html"
                                                       class="left postionrel">Hunger Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/hdi-overview-45.html"
                                                       class="left postionrel">HDI Overview                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/pds-ration-food-security-42.html"
                                                       class="left postionrel">PDS/ Ration/ Food Security                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/sdgs-113.html"
                                                       class="left postionrel">SDGs                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/hunger-hdi/mid-day-meal-scheme-mdms-53.html"
                                                       class="left postionrel">Mid Day Meal Scheme (MDMS)                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Environment</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/time-bomb-ticking-52.html"
                                                       class="left postionrel">Time Bomb Ticking                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/water-and-sanitation-55.html"
                                                       class="left postionrel">Water and Sanitation                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/environment/impact-on-agriculture-54.html"
                                                       class="left postionrel">Impact on Agriculture                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        <div class="mega-menu-item">
                                                 <h3><b>Law & Justice</b></h3>
                                                                                                    <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/social-justice-20500.html"
                                                       class="left postionrel">Social Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/access-to-justice-47.html"
                                                       class="left postionrel">Access to Justice                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/human-rights-56.html"
                                                       class="left postionrel">Human Rights                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/corruption-35.html"
                                                       class="left postionrel">Corruption                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/general-insecurity-46.html"
                                                       class="left postionrel">General Insecurity                                                       </a>
                                                </p>
                                                                                                        <p style="padding-left:5px;">
                                                    <a  target="_blank" href="https://im4change.in/law-justice/disaster-relief-49.html"
                                                       class="left postionrel">Disaster &amp; Relief                                                       </a>
                                                </p>
                                                                                                
                                              </div> 
                                            
                                                                                        
                    </div>
                </div>
            </div>
        </li>
        <li class="menu-item  menu-item-type-post_type  menu-item-object-page "><a  target="_blank" href="https://im4change.in/nceus_reports.php">NCEUS reports</a>
            
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children parent-list ">
            <a  target="_blank" href="https://im4change.in/about-us-9.html">About Us <span
                    class="sub-indicator"></span></a>
            <ul class="sub-menu aboutmenu">
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                        target="_blank" href="https://im4change.in/objectives-8.html">Objectives</a>
                </li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/contactus.php">Contact
                        Us</a></li>
                <li class="menu-item  menu-item-type-post_type  menu-item-object-page"><a
                         target="_blank" href="https://im4change.in/about-us-9.html">About
                        Us</a></li>
            </ul>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children ">
            <a  target="_blank" href="https://im4change.in/fellowships.php" title="Fellowships">Fellowships</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/media-workshops.php">Workshops</a>
        </li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children  "><a
                 target="_blank" href="https://im4change.in/research.php">Research</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children   "><a
                 target="_blank" href="https://im4change.in/links-64">Partners</a></li>
        <li class="menu-item  menu-item-type-custom  menu-item-object-custom  menu-item-has-children"
            id="menu-item-539"><a  target="_blank" href="https://im4change.in/hindi/"
                                  class="langbutton langlinkfont17">हिन्दी</a></li>
    </ul>
</div>            </div>


                        <!--  <div style="float: right;">
                            <script async src="https://cse.google.com/cse.js?cx=18b4f2e0f11bed3dd"></script>
                            <div class="gcse-search"></div>
                        </div> -->
                       
            <div class="search-block" style=" margin-left: 8px; margin-right: 7px;">
                <form method="get" id="searchform" name="searchform"
                      action="https://im4change.in/search"
                      onsubmit="return searchvalidate();">
                    <button class="search-button" type="submit" value="Search"></button>
                    <input type="text" id="s" name="qryStr" value=""
                           onfocus="if (this.value == 'Search...') {this.value = '';}"
                           onblur="if (this.value == '') {this.value = 'Search...';}">
                </form>
            </div>
        </nav>
    </header>
    <div class="container">
        <div id="main-content" class=" main1 container fade-in animated3 sidebar-narrow-left">
            <div class="content-wrap">
                <div class="content" style="width: 900px;min-height: 500px;">
                    <section class="cat-box recent-box innerCatRecent">
    <h1 class="cat-box-title">Gauging pandemic mortality with civil registration data -Rukmini S</h1>
    <a href="JavaScript:void(0);" onclick="return shareArticle(59967);">
        <img src="https://im4change.in/images/email.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>    </a>

    <a href="https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s/print"
       rel="nofollow">
        <img src="https://im4change.in/images/icon-print.png?1582080630" border="0" width="24" align="right" alt="Share this article"/>
    </a>
</section>
<section class="recent-box innerCatRecent">
    <small class="pb-1"><span class="dateIcn">
    	<img src="https://im4change.in/images/published.svg?1582080666" alt="published"/> 
		 Published on</span><span class="text-date"> Jul 6, 2021</span>
        &nbsp; <span
                class="dateIcn">
		 	<img src="https://im4change.in/images/modified.svg?1582080666" alt="modified"/>    	 Modified on </span><span class="text-date"> Jul 6, 2021</span>
    </small>
</section>
<div class="clear"></div>
<div style="padding-top: 10px;">
    <div class="innerLineHeight">
        <div class="middleContent innerInput latest-news-updates">
            <table>
                <tr>
                    <td>
                                                <div>
                            <p style="text-align:justify">-The Hindu</p><p style="text-align:justify"><em>Underestimation is likely as the CRS is still an imperfect system, with potential sources of error</em></p><p style="text-align:justify">Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS), currently confidential and closed to the public. While India&rsquo;s official death toll from COVID-19 has been suspect from the very beginning &mdash; for reasons that are partly institutional and partly new and specific to the pandemic &mdash; it was the second wave that made the scale of devastation hard to ignore.</p><p style="text-align:justify"><em>States and data</em></p><p style="text-align:justify">Using the example set by those attempting to capture missed COVID-19 deaths in the United Kingdom, South Africa and Peru, journalists from a range of news organisations accessed all-cause mortality data from the CRS for Madhya Pradesh, Andhra Pradesh, Tamil Nadu, Bihar, parts of Uttar Pradesh, Kerala, and other States as well as for several Indian cities. This data has been able to show a large rise in excess mortality in the surge months of the second wave of April and May 2021 in particular, far in excess of the official COVID-19 toll for the same period. The increase in mortality ranges from reported deaths climbing to five times the usual monthly data in Madhya Pradesh and Andhra Pradesh (between 30-40 times the official COVID-19 toll for the same period), to more modest increases in Tamil Nadu and Kerala.</p><p style="text-align:justify"><em>Sources of error</em></p><p style="text-align:justify">While this data has added an important dimension to the question of undercounting of COVID-19 deaths in India and remains the best source of data on all-cause mortality, its continued use will require careful work on account of some known sources of error that exist with the data.</p><p style="text-align:justify">The first is that these numbers are underestimates of total mortality. The Union government last published annual Civil Registration System data for 2019. This data shows that India registered 92 of every 100 deaths as of 2019, but there was large variation between States. Bihar, for instance, registered just half of all deaths. Additionally, the data currently available on State-level CRS portals (behind a login) miss even more deaths. The CRS moved online relatively recently (between five and three years ago in most States), and State-level portals now display data for every day from January 1, 2018 to the present day. For all States for which data is available except Kerala, the online portals show lower numbers than what was published by the Union government for 2018 and 2019. What this implies is that the data currently being used for analyses are an underestimate of total deaths, but should not by itself cause an inflation of the excess mortality estimates for the pandemic (since the online portal&rsquo;s data was used for past and current years).</p><p style="text-align:justify">What could, however, alter the magnitude of calculated excess mortality would be a second possible source of error &mdash; if mortality was either naturally increasing over time, or if registration was getting better, or if both were taking place. If any of these three phenomena were taking place, the magnitude of excess mortality in 2020 and 2021 could be moderated by these processes.</p><p style="text-align:justify">On the first count, total estimated mortality (registered deaths plus those that are not registered) has actually been declining since 2013 (although there was an uptick in some States in 2019) according to the CRS. So, in the normal course of events (if there had not been a pandemic) we would not expect an increase in mortality</p><p style="text-align:justify">Registered deaths, on the other hand, have been steadily increasing in four of the five States that we have detailed mortality data for (but fluctuating in Kerala). While this will mean that some of the excess mortality in 2020-21 will be accounted for by improved registration, this is not a complete explanation. The increase in registered deaths will not continue at the same pace in all States &mdash; once States begin to achieve full registration, increases should be more modest. In Madhya Pradesh, for instance, the level of death registration improved by over 21 percentage points between 2017 and 2019 to reach 89% in 2019. It is simply not mathematically possible for the level of registered deaths to continue to increase at the same pace for the years after 2019.</p><p style="text-align:justify"><img alt="" src="/upload/images/Undercounting%20The%20Hindu.jpg" style="height:618px; width:960px" /></p><p style="text-align:justify">For the most conservative estimate, let us assume that Madhya Pradesh achieved 100% registration by May 2021 (although we know from State level data that this was far from the case). Given the flattening of mortality in the State, let us assume that the total mortality in 2021 in &lsquo;normal&rsquo; times would have been about the same as the total estimated deaths for 2019 &mdash; 5.53 lakh deaths. Even then, the numbers for Madhya Pradesh show over 1.18 lakh excess deaths in 2021, which is over 26 times the official COVID-19 death toll for the same period. The other States too show excess mortality in 2021 even assuming full registration.</p><p style="text-align:justify">Please <a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true">click here</a> to read more.&nbsp;</p>                                                           
                        </div>
                    </td>
                </tr>
            </table>
        </div>
    </div>
</div>
<div class="clear"></div>
    <br><a href="https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true" class="re" target="_blank">The Hindu, 6 July, 2021, https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true</a><div class="clear"></div>
    <div style="padding-top: 18px;">
        <p class="post-tag">Tagged with:
                            <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Pandemic"
                   title="Pandemic">
                    Pandemic                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess mortality"
                   title="Excess mortality">
                    Excess mortality                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Excess deaths"
                   title="Excess deaths">
                    Excess deaths                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=Civil Registration System"
                   title="Civil Registration System">
                    Civil Registration System                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=CRS"
                   title="CRS">
                    CRS                </a>
                                <a class="tagcloud5"
                   href="https://im4change.in/search?qryStr=COVID-19"
                   title="COVID-19">
                    COVID-19                </a>
                        </p>
    </div>
<div class="clear"></div>
    <br><br>
    <div class="widget-top">
        <h4>Related Articles</h4>
        <div class="stripe-line"></div>
    </div>
    <div class="widget-container">
        <ul id="recentcomments">
                            <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/what-data-told-us-about-india-in-2022-akshi-chawla.html"
                       title="What data told us about India in 2022 - Akshi Chawla">
                        What data told us about India in 2022 - Akshi Chawla                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/enrollment-levels-highest-in-a-decade-sharp-drop-in-reading-ability-of-children-aser-2022-report.html"
                       title="Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report">
                        Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/covid-doctors-warn-against-scaremongering-advise-caution-gs-mudur.html"
                       title="Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur ">
                        Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur                     </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/latest-news-updates/the-importance-of-affordable-healthcare-for-all-and-other-key-lessons-from-the-pandemic-chapal-mehra-lancelot-pinto.html"
                       title="The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto">
                        The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra  & Lancelot Pinto                    </a>
                </li>
                                <li class="recentcomments">
                    <a href="https://im4change.in/interviews/prof-satyajit-rath-national-institute-of-immunology-interviewed-by-sandipan-talukdar-newsclick-in.html"
                       title="Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)">
                        Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)                    </a>
                </li>
                
        </ul>
    </div>
    <div class="comment-respond" id="respond">
    <a name="commentbox">&nbsp;</a>
    <h3 class="comment-reply-title" id="reply-title">Write Comments</h3>
    <form method="post" accept-charset="utf-8" role="form" action="/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"><div style="display:none;"><input type="hidden" name="_method" value="POST"/></div>    <form class="comment-form" id="commentform" method="post" action="#commentbox" onSubmit="return validate()"
          name="cmtform">
        <input type="hidden" name="cmttype" value="articlecmt"/>
        <input type="hidden" name="article_id" value="59967"/>
        <p class="comment-notes">Your email address will not be published. Required fields are marked <span
                    class="required">*</span></p>
                <p class="comment-form-author">
            <label for="commenterName">Name</label>
            <span class="required">*</span>
            <input type="text" aria-required="true" size="30"
                   value=""
                   name="commenterName" id="commenterName" required="true">
        </p>
        <p class="comment-form-email">
            <label for="commenterEmail">Email</label> <span class="required">*</span>
            <input aria-required="true" size="30" name="commenterEmail" id="commenterEmail" type="email"
                   value=""
                   required="true">
        </p>
        <p class="comment-form-contact">
            <label for="commenterPh">Contact No.</label>
            <input type="text" size="30"
                   value=""
                   name="commenterPh" id="commenterPh">
        </p>
        <p class="comment-form-comment">
            <label for="comment">Comment</label>
            <textarea aria-required="true" required="true" rows="8" cols="45" name="comment"
                      id="comment"></textarea>
        </p>
        <p class="comment-form-comment">
            <label for="comment">Type the characters you see in the image below <span class="required">*</span><br><img
                        class="captchaImg"
                        src="https://im4change.in/securimage_show_art.php?tk=836002957" alt="captcha"/>
            </label>
        </p>
        <input type="text" name="vrcode" required="true"/>

        <p class="form-submit" style="width: 200px;">
            <input type="submit" value="Post Comment" id="submit" name="submit">
        </p></form>
</div>
<style>
    .ui-widget-content {
        height: auto !important;
    }
</style>
<div id="share-modal"></div>
<style>
    .middleContent a{
        background-color: rgba(108,172,228,.2);
    }
    .middleContent a:hover{
        background-color: #418fde;
        border-color: #418fde;
        color: #000;
        }
</style>
<script>
    function shareArticle(article_id) {
        var options = {
            modal: true,
            height: 'auto',
            width: 600 + 'px'
        };
        $('#share-modal').html("");
        $('#share-modal').load('https://im4change.in/share_article?article_id=' + article_id).dialog(options).dialog('open');
    }

    function postShare() {
        var param = 'article_id=' + $("#article_id").val();
        param = param + '&y_name=' + $("#y_name").val();
        param = param + '&y_email=' + $("#y_email").val();
        param = param + '&f_name=' + $("#f_name").val();
        param = param + '&f_email=' + $("#f_email").val();
        param = param + '&y_msg=' + $("#y_msg").val();

        $.ajax({
            type: "POST",
            url: 'https://im4change.in/post_share_article',
            data: param,
            success: function (response) {
                $('#share-modal').html("Thank You, Your message posted to ");
            }
        });
        return false;
    }
</script>                </div>
            </div>
            <!-- Right Side Section Start -->
<!-- MAP Section START -->
<aside class="sidebar indexMarg">
    <div class="ad-cell">
        <a href="https://im4change.in/statemap.php" title="">
            <img src="https://im4change.in/images/map_new_version.png?1582080666" alt="India State Map" class="indiamap" width="232" height="252"/>        </a>
        <div class="rightmapbox">
            <div id="sideOne" class="docltitle"><a href="https://im4change.in/state-report/india/36" target="_blank">DOCUMENTS/
                    REPORTS</a></div>
            <div id="sideTwo" class="statetitle"><a href="https://im4change.in/states.php"target="_blank">STATE DATA/
                    HDRs.</a></div>
        </div>
        <div class="widget widgePadTop"></div>
    </div>
</aside>
<!-- MAP Section END -->
<aside class="sidebar sidePadbottom">
    <div class="rightsmlbox1" >
        <a href="https://im4change.in/knowledge_gateway" target="_blank" style="color: #035588;
    font-size: 17px;">
            KNOWLEDGE GATEWAY
        </a>
    </div>
    <div class="rightsmlbox1">

        <div>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/newsletter" target="_blank">
                    NEWSLETTER
                </a>
            </p>
        </div>
    </div>
        <div class="rightsmlbox1" style="height: 325px;">
        <div>
            <p class="rightsmlbox1_title">
                Interview with Prof. Ravi Srivastava
            </p>
            <p class="rightsmlbox1_title">
                <a href="https://im4change.in/video/interview-with-prof-ravi-srivastava-on-current-economic-crisis">
                <img width="250" height="200" src="/images/interview_video_home.jpg" alt="Interview with Prof. Ravi Srivastava"/>
                </a>
                <!--
                <iframe width="250" height="200" src="https://www.youtube.com/embed/MmaTlntk-wc" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe>-->
               
            </p>
            <a href="https://im4change.in/videogallery" class="more-link CatArchalAnch1" target="_blank">
                                More videos
                            </a>
        </div>
    </div>
    
        <div class="rightsmlbox1">
        <div>
            <!--div id="sstory" class="rightboxicons"></div--->
            <p class="rightsmlbox1_title"><a href="https://im4change.in/list-success-stories"  target="_blank">Success Stories</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
                        href="https://im4change.in/interviews"  target="_blank">Interviews</a>
            </p>
        </div>
    </div>

    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a href="https://www.commoncause.in/page.php?id=10" >Donate</a></p>
        </div>
    </div>
    <div class="rightsmlbox1">
        <div>
            <p class="rightsmlbox1_title"><a
        href="https://im4change.in/marquee"
        class="isf_link more-link" title="India Focus?" style="border: 4px solid #fdd922;width: 90%;background-color: #fdd922;text-align: center;color: #000000;font-size:18px"  target="_blank">India Focus</a></p>        </div>
    </div>

    <div class="rightsmlbox1" style="height: 104px !important;">
        <a href="https://im4change.in/quarterly_reports.php" target="_blank">
            Quarterly Reports on Effect of Economic Slowdown on Employment in India (2008 - 2015)
        </a>
    </div>
    
<!--     <div class="rightsmlbox1">
        <a href="https://play.google.com/store/apps/details?id=com.im4.im4change" target="_blank">
            
        </a></div> -->
    <!-- <section class="cat-box recent-box secMarg">
        <h2 class="cat-box-title">Most Visited</h2>
    </section> -->
    <!-- accordion Starts here -->
    <!-- <div id="accordion" class="accordMarg">
            </div> -->
    <!-- accordion ends here -->
    <!-- Widget Tag Cloud Starts here -->
    <div id="tag_cloud-2" class="widget widget_tag_cloud">
        <section class="cat-box recent-box secMarg">
                <h2 class="cat-box-title">MOST VISITED TAGS</h2>
            </section>
        <div class="widget-top wiPdTp">
           
            <div class="stripe-line"></div>
        </div>
        <div class="widget-container">
            <div class="tagcloud">
                                    <a href="https://im4change.in/search?qryStr=Agriculture"
                       target="_blank" class="tag-link-4 font4">Agriculture</a>
                                        <a href="https://im4change.in/search?qryStr=Food Security"
                       target="_blank" class="tag-link-4 font4">Food Security</a>
                                        <a href="https://im4change.in/search?qryStr=Law and Justice"
                       target="_blank" class="tag-link-4 font4">Law and Justice</a>
                                        <a href="https://im4change.in/search?qryStr=Health"
                       target="_blank" class="tag-link-4 font4">Health</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Food"
                       target="_blank" class="tag-link-4 font4">Right to Food</a>
                                        <a href="https://im4change.in/search?qryStr=Corruption"
                       target="_blank" class="tag-link-4 font4">Corruption</a>
                                        <a href="https://im4change.in/search?qryStr=farming"
                       target="_blank" class="tag-link-4 font4">farming</a>
                                        <a href="https://im4change.in/search?qryStr=Environment"
                       target="_blank" class="tag-link-4 font4">Environment</a>
                                        <a href="https://im4change.in/search?qryStr=Right to Information"
                       target="_blank" class="tag-link-4 font4">Right to Information</a>
                                        <a href="https://im4change.in/search?qryStr=NREGS"
                       target="_blank" class="tag-link-4 font4">NREGS</a>
                                        <a href="https://im4change.in/search?qryStr=Human Rights"
                       target="_blank" class="tag-link-4 font4">Human Rights</a>
                                        <a href="https://im4change.in/search?qryStr=Governance"
                       target="_blank" class="tag-link-4 font4">Governance</a>
                                        <a href="https://im4change.in/search?qryStr=PDS"
                       target="_blank" class="tag-link-4 font4">PDS</a>
                                        <a href="https://im4change.in/search?qryStr=COVID-19"
                       target="_blank" class="tag-link-4 font4">COVID-19</a>
                                        <a href="https://im4change.in/search?qryStr=Land Acquisition"
                       target="_blank" class="tag-link-4 font4">Land Acquisition</a>
                                        <a href="https://im4change.in/search?qryStr=mgnrega"
                       target="_blank" class="tag-link-4 font4">mgnrega</a>
                                        <a href="https://im4change.in/search?qryStr=Farmers"
                       target="_blank" class="tag-link-4 font4">Farmers</a>
                                        <a href="https://im4change.in/search?qryStr=transparency"
                       target="_blank" class="tag-link-4 font4">transparency</a>
                                        <a href="https://im4change.in/search?qryStr=Gender"
                       target="_blank" class="tag-link-4 font4">Gender</a>
                                        <a href="https://im4change.in/search?qryStr=Poverty"
                       target="_blank" class="tag-link-4 font4">Poverty</a>
                                    
                                <a href="https://im4change.in/search?qryStr=Farm Laws" target="_blank" class="tag-link-4 font4">Farm Laws
                </a>
                <a href="https://im4change.in/search?qryStr=Citizenship Amendment Act" target="_blank" class="tag-link-4 font4">Citizenship Amendment Act
                </a>
                <a href="https://im4change.in/search?qryStr=CAA NPR NRIC" target="_blank" class="tag-link-4 font4">CAA NPR NRIC
                </a>
                <a href="https://im4change.in/search?qryStr=Job Losses" target="_blank" class="tag-link-4 font4">Job Losses
                </a>
                <a href="https://im4change.in/search?qryStr=Migrant Workers" target="_blank" class="tag-link-4 font4">Migrant Workers
                </a>
                <a href="https://im4change.in/search?qryStr=Unemployment" target="_blank" class="tag-link-4 font4">Unemployment
                </a>
                <a href="https://im4change.in/search?qryStr=PMGKAY" target="_blank" class="tag-link-4 font4">PMGKAY
                </a>
                <a href="https://im4change.in/search?qryStr=PM-KISAN" target="_blank" class="tag-link-4 font4">PM-KISAN
                </a>
                <a href="https://im4change.in/search?qryStr=PM-CARES" target="_blank" class="tag-link-4 font4">PM-CARES
                </a>
                <a href="https://im4change.in/search?qryStr=LFPR" target="_blank" class="tag-link-4 font4">LFPR
                </a>
                
            </div>
        </div>
    </div>
    <!-- Widget Tag Cloud Ends here -->
</aside>
<!-- Right Side Section End -->
        </div>
        <section class="cat-box cats-review-box footerSec">
    <h2 class="cat-box-title vSec CatArcha">Video
        Archives</h2>
    <h2 class="cat-box-title CatArchaTitle">Archives</h2>
    <div class="cat-box-content">
        <div class="reviews-cat">
            <div class="CatArchaDiv1">
                <div class="CatArchaDiv2">
                    <ul>
                                                    <li>
                                <a href="https://im4change.in/news-alerts-57/moving-upstream-luni-fellowship.html"  target="_blank">
                                     Moving Upstream: Luni – Fellowship                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/135-million-indians-exited-multidimensional-poverty-as-per-government-figures-is-that-the-same-as-poverty-reduction.html"  target="_blank">
                                     135 Million Indians Exited “Multidimensional" Poverty as per Government...                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/explainer-why-are-tomato-prices-on-fire.html"  target="_blank">
                                     Explainer: Why are Tomato Prices on Fire?                                </a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/news-alerts-57/nsso-survey-only-39-1-of-all-households-have-drinking-water-within-dwelling-46-7-of-rural-households-use-firewood-for-cooking.html"  target="_blank">
                                     NSSO Survey: Only 39.1% of all Households have Drinking...                                </a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/news-alerts-57"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
                                    <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/I51LYnP8BOk/1.jpg"
                             alt=" Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Short-Video-on-im4change-Hindi-website-Inclusive-Media-for-Change"  target="_blank">
                                 Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/kNqha-SwfIY/1.jpg"
                             alt=" "Session 1: Scope of IDEA and AgriStack" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-1- Scope-of-IDEA-and-AgriStack-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 1: Scope of IDEA and AgriStack" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/6kIVjlgZItk/1.jpg"
                             alt=" "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-2-Farmer-Centric-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                                        <div class="CatArchaWidth">
                        <img class="CatArchaImg"
                             src="https://img.youtube.com/vi/2BeHTu0y7xc/1.jpg"
                             alt=" "Session 3: Future of Digitalisation in Agriculture" in Exploring...">
                        <p class="CatArchaPPad">
                            <a href="https://im4change.in/video/Session-3-Future-of-Digitalisation-in-Agriculture-in-Exploring-Digitalisation-in-Agriculture-29-April-2022"  target="_blank">
                                 "Session 3: Future of Digitalisation in Agriculture" in Exploring...                            </a>
                        </p>
                    </div>
                    


                <div class="divWidth">
                    <ul class="divWidthMarg">
                                                    <li>
                                <a href="https://im4change.in/video/Public-Spending-on-Agriculture-in-India-Source-Foundation-for-Agrarian-Studies"
                                   title="Public Spending on Agriculture in India (Source: Foundation for Agrarian Studies)"  target="_blank">
                                     Public Spending on Agriculture in India (Source: Foundation for...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Agrarian-Change-Seminar-Protests-against-the-New-Farm-Laws-in-India-by-Prof-Vikas-Rawal-JNU-Source-Journal-Of-Agrarian-Change"
                                   title="Agrarian Change Seminar: 'Protests against the New Farm Laws in India' by Prof. Vikas Rawal, JNU (Source: Journal Of Agrarian Change) "  target="_blank">
                                     Agrarian Change Seminar: 'Protests against the New Farm Laws...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/Webinar-Ramrao-The-Story-of-India-Farm-Crisis-Source-Azim-Premji-University"
                                   title="Webinar: Ramrao - The Story of India's Farm Crisis (Source: Azim Premji University)"  target="_blank">
                                     Webinar: Ramrao - The Story of India's Farm Crisis...</a>
                            </li>
                                                        <li>
                                <a href="https://im4change.in/video/water-and-agricultural-transformation-in-India"
                                   title="Water and Agricultural Transformation in India: A Symbiotic Relationship (Source: IGIDR)"  target="_blank">
                                     Water and Agricultural Transformation in India: A Symbiotic Relationship...</a>
                            </li>
                                                    <li class="CatArchalLi1">
                            <a href="https://im4change.in/videogallery"
                               class="more-link CatArchalAnch1"  target="_blank">
                                More...
                            </a>
                        </li>
                    </ul>
                </div>
            </div>
        </div>
    </div>
</section>    </div>
    <div class="clear"></div>
    <!-- Footer option Starts here -->
    <div class="footer-bottom fade-in animated4">
        <div class="container">
            <div class="social-icons icon_flat">
                <p class="SocialMargTop"> Website Developed by <a target="_blank" title="Web Development"
                                                                  class="wot right"
                                                                  href="http://www.ravinderkhurana.com/" rel="nofollow">
                                                                  RAVINDErkHURANA.com</a></p>
            </div>
            <div class="alignleft">
                <a
     target="_blank" href="https://im4change.in/objectives-8.html"
    class="link"
    title="Objectives">Objectives</a> | <a
     target="_blank" href="https://im4change.in/about-us-9.html"
    class="link" title="About Us">About Us</a> | <a
     target="_blank" href="https://im4change.in/media-workshops.php"
    class="ucwords">Workshops</a> | <a
     target="_blank" href="https://im4change.in/disclaimer/disclaimer-149.html"
    title="Disclaimer">Disclaimer</a>            </div>
        </div>
    </div>
    <!-- Footer option ends here -->
</div>
<div id="connect">
    <a target="_blank"
       href="http://www.facebook.com/sharer.php?u=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Facebook">
        <img src="https://im4change.in/images/Facebook.png?1582080640" alt="share on Facebook" class="ImgBorder"/>
    </a><br/>
    <a target="_blank"
       href="http://twitter.com/share?text=Im4change&amp;url=https://im4change.in/latest-news-updates/gauging-pandemic-mortality-with-civil-registration-data-rukmini-s.html"
       title="Share on Twitter">
        <img src="https://im4change.in/images/twitter.png?1582080632" alt="Twitter" class="ImgBorder"/>    </a>
    <br/>
    <a href="/feeds" title="RSS Feed" target="_blank">
        <img src="https://im4change.in/images/rss.png?1582080632" alt="RSS" class="ImgBorder"/>
    </a>
    <br/>
    <a class="feedback-link" id="feedbackFormLink" href="#">
        <img src="https://im4change.in/images/feedback.png?1582080630" alt="Feedback" class="ImgBorder"/>
    </a> <br/>
    <a href="javascript:function iprl5(){var d=document,z=d.createElement('scr'+'ipt'),b=d.body,l=d.location;try{if(!b)throw(0);d.title='(Saving...) '+d.title;z.setAttribute('src',l.protocol+'//www.instapaper.com/j/WKrH3R7ORD5p?u='+encodeURIComponent(l.href)+'&amp;t='+(new Date().getTime()));b.appendChild(z);}catch(e){alert('Please wait until the page has loaded.');}}iprl5();void(0)"
       class="bookmarklet" onclick="return explain_bookmarklet();">
        <img src="https://im4change.in/images/read-it-later.png?1582080632" alt="Read Later" class="ImgBorder"/>    </a>
</div>
<!-- Feedback form Starts here -->
<div id="feedbackForm" class="overlay_form" class="ImgBorder">
    <h2>Contact Form</h2>
    <div id="contactform1">
        <div id="formleft">
            <form id="submitform" action="/contactus.php" method="post">
                <input type="hidden" name="submitform" value="submitform"/>
                <input type="hidden" name="salt_key" value="a0e0f2c6a0644a70e57ad2c96829709a"/>
                <input type="hidden" name="ref" value="feedback"/>
                <fieldset>
                    <label>Name :</label>
                    <input type="text" name="name" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Email :</label>
                    <input type="text" name="email" class="tbox" required/>
                </fieldset>
                <fieldset>
                    <label>Message :</label>
                    <textarea rows="5" cols="20" name="message" required></textarea>
                </fieldset>
                <fieldset>
                    Please enter security code
                    <div class="clear"></div>
                    <input type="text" name="vrcode" class="tbox"/>
                </fieldset>
                <fieldset>
                    <input type="submit" class="button" value="Submit"/>
                    &nbsp; &nbsp; &nbsp; <a href="#" id="closefeedbakcformLink">Close</a>
                </fieldset>
            </form>
        </div>
        <div class="clearfix"></div>
    </div>
</div>
<div id="donate_popup" class="modal" style="max-width: 800px;">
    <table width="100%" border="1">
        <tr>
            <td colspan="2" align="center">
                <b>Support im4change</b>
            </td>
        </tr>
        <tr>
            <td width="25%" valign="middle">
                <img src="https://im4change.in/images/logo2.jpg?1582080632" alt="" width="100%"/>            </td>
            <td style="padding-left:10px;padding-top:10px;">
                <form action="https://im4change.in/donate" method="get">
                    <table width="100%" cellpadding="2" cellspacing="2">
                        <tr>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                10
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                100
                            </td>
                            <td width="33%" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                1000
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                50
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                500
                            </td>
                            <td  style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                                <input type="text" name="price" placeholder="?" style="font-family: 'Script Font', cursive, Arial;font-size: 20px;font-weight: 700;">
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3">
                                &nbsp;
                            </td>
                        </tr>
                        <tr>
                            <td colspan="3" align="right">
                                <input type="button" name="Pay" value="Pay"
                                       style="width: 200px;background-color: rgb(205, 35, 36);color: #ffffff;"/>
                            </td>
                        </tr>
                    </table>
                </form>
            </td>
        </tr>
    </table>
</div><script type='text/javascript'>

    /* <![CDATA[ */

    var tievar = {'go_to': 'Go to...'};

    /* ]]> */

</script>
<script src="/js/tie-scripts.js?1575549704"></script><script src="/js/bootstrap.js?1575549704"></script><script src="/js/jquery.modal.min.js?1578284310"></script><script>
    $(document).ready(function() {
        // tell the autocomplete function to get its data from our php script
        $('#s').autocomplete({
            source: "/autocomplete"
        });
    });
</script>
<script src="/vj-main-sw-register.js" async></script>

<script>function init(){var imgDefer=document.getElementsByTagName('img');for(var i=0;i<imgDefer.length;i++){if(imgDefer[i].getAttribute('data-src')){imgDefer[i].setAttribute('src',imgDefer[i].getAttribute('data-src'))}}}
window.onload=init;</script>
</body>
</html>'

}
$cookies = []
$values = [
	(int) 0 => 'text/html; charset=UTF-8'
]
$name = 'Content-Type'
$first = true
$value = 'text/html; charset=UTF-8'
header - [internal], line ??
Cake\Http\ResponseEmitter::emitHeaders() - CORE/src/Http/ResponseEmitter.php, line 181
Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 55
Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141
[main] - ROOT/webroot/index.php, line 39

Home हिन्दी

Gauging pandemic mortality with civil registration data -Rukmini S

Published on Jul 6, 2021   Modified on Jul 6, 2021

-The Hindu Underestimation is likely as the CRS is still an imperfect system, with potential sources of error Over the last month, Indian journalists from across the country have accessed and reported on State-level all-cause mortality from the Civil Registration System (CRS), currently confidential and closed to the public. While India’s official death toll from COVID-19 has been suspect from the very beginning — for reasons that are partly institutional and partly new and specific to the pandemic — it was the second wave that made the scale of devastation hard to ignore. States and data Using the example set by those attempting to capture missed COVID-19 deaths in the United Kingdom, South Africa and Peru, journalists from a range of news organisations accessed all-cause mortality data from the CRS for Madhya Pradesh, Andhra Pradesh, Tamil Nadu, Bihar, parts of Uttar Pradesh, Kerala, and other States as well as for several Indian cities. This data has been able to show a large rise in excess mortality in the surge months of the second wave of April and May 2021 in particular, far in excess of the official COVID-19 toll for the same period. The increase in mortality ranges from reported deaths climbing to five times the usual monthly data in Madhya Pradesh and Andhra Pradesh (between 30-40 times the official COVID-19 toll for the same period), to more modest increases in Tamil Nadu and Kerala. Sources of error While this data has added an important dimension to the question of undercounting of COVID-19 deaths in India and remains the best source of data on all-cause mortality, its continued use will require careful work on account of some known sources of error that exist with the data. The first is that these numbers are underestimates of total mortality. The Union government last published annual Civil Registration System data for 2019. This data shows that India registered 92 of every 100 deaths as of 2019, but there was large variation between States. Bihar, for instance, registered just half of all deaths. Additionally, the data currently available on State-level CRS portals (behind a login) miss even more deaths. The CRS moved online relatively recently (between five and three years ago in most States), and State-level portals now display data for every day from January 1, 2018 to the present day. For all States for which data is available except Kerala, the online portals show lower numbers than what was published by the Union government for 2018 and 2019. What this implies is that the data currently being used for analyses are an underestimate of total deaths, but should not by itself cause an inflation of the excess mortality estimates for the pandemic (since the online portal’s data was used for past and current years). What could, however, alter the magnitude of calculated excess mortality would be a second possible source of error — if mortality was either naturally increasing over time, or if registration was getting better, or if both were taking place. If any of these three phenomena were taking place, the magnitude of excess mortality in 2020 and 2021 could be moderated by these processes. On the first count, total estimated mortality (registered deaths plus those that are not registered) has actually been declining since 2013 (although there was an uptick in some States in 2019) according to the CRS. So, in the normal course of events (if there had not been a pandemic) we would not expect an increase in mortality Registered deaths, on the other hand, have been steadily increasing in four of the five States that we have detailed mortality data for (but fluctuating in Kerala). While this will mean that some of the excess mortality in 2020-21 will be accounted for by improved registration, this is not a complete explanation. The increase in registered deaths will not continue at the same pace in all States — once States begin to achieve full registration, increases should be more modest. In Madhya Pradesh, for instance, the level of death registration improved by over 21 percentage points between 2017 and 2019 to reach 89% in 2019. It is simply not mathematically possible for the level of registered deaths to continue to increase at the same pace for the years after 2019. For the most conservative estimate, let us assume that Madhya Pradesh achieved 100% registration by May 2021 (although we know from State level data that this was far from the case). Given the flattening of mortality in the State, let us assume that the total mortality in 2021 in ‘normal’ times would have been about the same as the total estimated deaths for 2019 — 5.53 lakh deaths. Even then, the numbers for Madhya Pradesh show over 1.18 lakh excess deaths in 2021, which is over 26 times the official COVID-19 death toll for the same period. The other States too show excess mortality in 2021 even assuming full registration. Please click here to read more.

The Hindu, 6 July, 2021, https://www.thehindu.com/opinion/op-ed/gauging-pandemic-mortality-with-civil-registration-data/article35157185.ece?homepage=true

Tagged with: Pandemic Excess mortality Excess deaths Civil Registration System CRS COVID-19

Related Articles

• What data told us about India in 2022 - Akshi Chawla
• Enrollment levels highest in a decade, sharp drop in reading ability of children - ASER 2022 report
• Covid: Doctors warn against ‘scaremongering’, advise caution -GS Mudur
• The importance of affordable healthcare for all and other key lessons from the pandemic -Chapal Mehra & Lancelot Pinto
• Prof. Satyajit Rath, National Institute of Immunology, interviewed by Sandipan Talukdar (Newsclick.in)

 

Write Comments

Your email address will not be published. Required fields are marked *

Name *

Email *

Contact No.

Comment

Type the characters you see in the image below *

Video Archives

Archives

• Moving Upstream: Luni – Fellowship
• 135 Million Indians Exited “Multidimensional" Poverty as per Government...
• Explainer: Why are Tomato Prices on Fire?
• NSSO Survey: Only 39.1% of all Households have Drinking...
• More...

Im4Change.org हिंदी वेबसाइट का परिचय. Short Video on im4change.org...

"Session 1: Scope of IDEA and AgriStack" in Exploring...

"Session 2: Farmer Centric Digitalisation in Agriculture" in Exploring...

"Session 3: Future of Digitalisation in Agriculture" in Exploring...

• Public Spending on Agriculture in India (Source: Foundation for...
• Agrarian Change Seminar: 'Protests against the New Farm Laws...
• Webinar: Ramrao - The Story of India's Farm Crisis...
• Water and Agricultural Transformation in India: A Symbiotic Relationship...
• More...

Website Developed by RAVINDErkHURANA.com

Objectives | About Us | Workshops | Disclaimer

Support im4change
	10 100 1000   50 500