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: 73 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: 73 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) 73, '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' => 'printArticle', '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) 88, '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) 73, '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/the-problem-with-cherry-picking-data-arun-kumar-4687037/print' [protected] base => '' [protected] webroot => '/' [protected] here => '/latest-news-updates/the-problem-with-cherry-picking-data-arun-kumar-4687037/print' [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::printArticle() - APP/Controller/ArtileDetailController.php, line 73 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 88 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: 74 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: 74 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) 74, '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' => 'printArticle', '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) 88, '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) 74, '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/the-problem-with-cherry-picking-data-arun-kumar-4687037/print' [protected] base => '' [protected] webroot => '/' [protected] here => '/latest-news-updates/the-problem-with-cherry-picking-data-arun-kumar-4687037/print' [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::printArticle() - APP/Controller/ArtileDetailController.php, line 74 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 88 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 Contextif (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 PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> <html xmlns="http://www.w3.org/1999/xhtml"> <head> <link rel="canonical" href="https://im4change.in/<pre class="cake-error"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-trace').style.display = (document.getElementById('cakeErr67f422191cca2-trace').style.display == 'none' ? '' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr67f422191cca2-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-code').style.display = (document.getElementById('cakeErr67f422191cca2-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-context').style.display = (document.getElementById('cakeErr67f422191cca2-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr67f422191cca2-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr67f422191cca2-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 38905, 'metaTitle' => 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar', 'metaKeywords' => 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau', 'metaDesc' => ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...', 'disp' => '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {}, (int) 1 => object(Cake\ORM\Entity) {}, (int) 2 => object(Cake\ORM\Entity) {}, (int) 3 => object(Cake\ORM\Entity) {}, (int) 4 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 38905 $metaTitle = 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar' $metaKeywords = 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau' $metaDesc = ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...' $disp = '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 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 88 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</pre></div></pre>latest-news-updates/the-problem-with-cherry-picking-data-arun-kumar-4687037.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar | Im4change.org</title> <meta name="description" content=" -The Hindu If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics..."/> <script src="https://im4change.in/js/jquery-1.10.2.js"></script> <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script> <script language="javascript" type="text/javascript"> $(document).ready(function () { var img = $("img")[0]; // Get my img elem var pic_real_width, pic_real_height; $("<img/>") // Make in memory copy of image to avoid css issues .attr("src", $(img).attr("src")) .load(function () { pic_real_width = this.width; // Note: $(this).width() will not pic_real_height = this.height; // work for in memory images. }); }); </script> <style type="text/css"> @media screen { div.divFooter { display: block; } } @media print { .printbutton { display: none !important; } } </style> </head> <body> <table cellpadding="0" cellspacing="0" border="0" width="98%" align="center"> <tr> <td class="top_bg"> <div class="divFooter"> <img src="https://im4change.in/images/logo1.jpg" height="59" border="0" alt="Resource centre on India's rural distress" style="padding-top:14px;"/> </div> </td> </tr> <tr> <td id="topspace"> </td> </tr> <tr id="topspace"> <td> </td> </tr> <tr> <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> <tr> <td width="100%"> <h1 class="news_headlines" style="font-style:normal"> <strong>The problem with cherry-picking data -Arun Kumar</strong></h1> </td> </tr> <tr> <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3"> <div align="justify">-The Hindu<br /><br /><em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $maxBufferLength = (int) 8192 $file = '/home/brlfuser/public_html/vendor/cakephp/cakephp/src/Error/Debugger.php' $line = (int) 853 $message = 'Unable to emit headers. 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'' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr67f422191cca2-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-code').style.display = (document.getElementById('cakeErr67f422191cca2-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-context').style.display = (document.getElementById('cakeErr67f422191cca2-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr67f422191cca2-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr67f422191cca2-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 38905, 'metaTitle' => 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar', 'metaKeywords' => 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau', 'metaDesc' => ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...', 'disp' => '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {}, (int) 1 => object(Cake\ORM\Entity) {}, (int) 2 => object(Cake\ORM\Entity) {}, (int) 3 => object(Cake\ORM\Entity) {}, (int) 4 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 38905 $metaTitle = 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar' $metaKeywords = 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau' $metaDesc = ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...' $disp = '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 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 88 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</pre></div></pre>latest-news-updates/the-problem-with-cherry-picking-data-arun-kumar-4687037.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar | Im4change.org</title> <meta name="description" content=" -The Hindu If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics..."/> <script src="https://im4change.in/js/jquery-1.10.2.js"></script> <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script> <script language="javascript" type="text/javascript"> $(document).ready(function () { var img = $("img")[0]; // Get my img elem var pic_real_width, pic_real_height; $("<img/>") // Make in memory copy of image to avoid css issues .attr("src", $(img).attr("src")) .load(function () { pic_real_width = this.width; // Note: $(this).width() will not pic_real_height = this.height; // work for in memory images. }); }); </script> <style type="text/css"> @media screen { div.divFooter { display: block; } } @media print { .printbutton { display: none !important; } } </style> </head> <body> <table cellpadding="0" cellspacing="0" border="0" width="98%" align="center"> <tr> <td class="top_bg"> <div class="divFooter"> <img src="https://im4change.in/images/logo1.jpg" height="59" border="0" alt="Resource centre on India's rural distress" style="padding-top:14px;"/> </div> </td> </tr> <tr> <td id="topspace"> </td> </tr> <tr id="topspace"> <td> </td> </tr> <tr> <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> <tr> <td width="100%"> <h1 class="news_headlines" style="font-style:normal"> <strong>The problem with cherry-picking data -Arun Kumar</strong></h1> </td> </tr> <tr> <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3"> <div align="justify">-The Hindu<br /><br /><em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $reasonPhrase = 'OK'header - [internal], line ?? Cake\Http\ResponseEmitter::emitStatusLine() - CORE/src/Http/ResponseEmitter.php, line 148 Cake\Http\ResponseEmitter::emit() - CORE/src/Http/ResponseEmitter.php, line 54 Cake\Http\Server::emit() - CORE/src/Http/Server.php, line 141 [main] - ROOT/webroot/index.php, line 39
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'' : 'none');"><b>Notice</b> (8)</a>: Undefined variable: urlPrefix [<b>APP/Template/Layout/printlayout.ctp</b>, line <b>8</b>]<div id="cakeErr67f422191cca2-trace" class="cake-stack-trace" style="display: none;"><a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-code').style.display = (document.getElementById('cakeErr67f422191cca2-code').style.display == 'none' ? '' : 'none')">Code</a> <a href="javascript:void(0);" onclick="document.getElementById('cakeErr67f422191cca2-context').style.display = (document.getElementById('cakeErr67f422191cca2-context').style.display == 'none' ? '' : 'none')">Context</a><pre id="cakeErr67f422191cca2-code" class="cake-code-dump" style="display: none;"><code><span style="color: #000000"><span style="color: #0000BB"></span><span style="color: #007700"><</span><span style="color: #0000BB">head</span><span style="color: #007700">> </span></span></code> <span class="code-highlight"><code><span style="color: #000000"> <link rel="canonical" href="<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">Configure</span><span style="color: #007700">::</span><span style="color: #0000BB">read</span><span style="color: #007700">(</span><span style="color: #DD0000">'SITE_URL'</span><span style="color: #007700">); </span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$urlPrefix</span><span style="color: #007700">;</span><span style="color: #0000BB">?><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">category</span><span style="color: #007700">-></span><span style="color: #0000BB">slug</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>/<span style="color: #0000BB"><?php </span><span style="color: #007700">echo </span><span style="color: #0000BB">$article_current</span><span style="color: #007700">-></span><span style="color: #0000BB">seo_url</span><span style="color: #007700">; </span><span style="color: #0000BB">?></span>.html"/> </span></code></span> <code><span style="color: #000000"><span style="color: #0000BB"> </span><span style="color: #007700"><</span><span style="color: #0000BB">meta http</span><span style="color: #007700">-</span><span style="color: #0000BB">equiv</span><span style="color: #007700">=</span><span style="color: #DD0000">"Content-Type" </span><span style="color: #0000BB">content</span><span style="color: #007700">=</span><span style="color: #DD0000">"text/html; charset=utf-8"</span><span style="color: #007700">/> </span></span></code></pre><pre id="cakeErr67f422191cca2-context" class="cake-context" style="display: none;">$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 38905, 'metaTitle' => 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar', 'metaKeywords' => 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau', 'metaDesc' => ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...', 'disp' => '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ (int) 0 => object(Cake\ORM\Entity) {}, (int) 1 => object(Cake\ORM\Entity) {}, (int) 2 => object(Cake\ORM\Entity) {}, (int) 3 => object(Cake\ORM\Entity) {}, (int) 4 => object(Cake\ORM\Entity) {} ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ '*' => true, 'id' => false ], '[dirty]' => [], '[original]' => [], '[virtual]' => [], '[hasErrors]' => false, '[errors]' => [], '[invalid]' => [], '[repository]' => 'Articles' } $articleid = (int) 38905 $metaTitle = 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar' $metaKeywords = 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau' $metaDesc = ' -The Hindu If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics...' $disp = '<div align="justify">-The Hindu<br /><br /><em>If it&rsquo;s the government&rsquo;s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, &ldquo;we definitely have a data crisis,&rdquo; and blamed academics for creating a &ldquo;false narrative&rdquo;. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the &lsquo;Mudra&rsquo; scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers&rsquo; crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government&rsquo;s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers&rsquo; incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency&rsquo;s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government&rsquo;s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'</pre><pre class="stack-trace">include - APP/Template/Layout/printlayout.ctp, line 8 Cake\View\View::_evaluate() - CORE/src/View/View.php, line 1413 Cake\View\View::_render() - CORE/src/View/View.php, line 1374 Cake\View\View::renderLayout() - CORE/src/View/View.php, line 927 Cake\View\View::render() - CORE/src/View/View.php, line 885 Cake\Controller\Controller::render() - CORE/src/Controller/Controller.php, line 791 Cake\Http\ActionDispatcher::_invoke() - CORE/src/Http/ActionDispatcher.php, line 126 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 88 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</pre></div></pre>latest-news-updates/the-problem-with-cherry-picking-data-arun-kumar-4687037.html"/> <meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> <link href="https://im4change.in/css/control.css" rel="stylesheet" type="text/css" media="all"/> <title>LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar | Im4change.org</title> <meta name="description" content=" -The Hindu If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics..."/> <script src="https://im4change.in/js/jquery-1.10.2.js"></script> <script type="text/javascript" src="https://im4change.in/js/jquery-migrate.min.js"></script> <script language="javascript" type="text/javascript"> $(document).ready(function () { var img = $("img")[0]; // Get my img elem var pic_real_width, pic_real_height; $("<img/>") // Make in memory copy of image to avoid css issues .attr("src", $(img).attr("src")) .load(function () { pic_real_width = this.width; // Note: $(this).width() will not pic_real_height = this.height; // work for in memory images. }); }); </script> <style type="text/css"> @media screen { div.divFooter { display: block; } } @media print { .printbutton { display: none !important; } } </style> </head> <body> <table cellpadding="0" cellspacing="0" border="0" width="98%" align="center"> <tr> <td class="top_bg"> <div class="divFooter"> <img src="https://im4change.in/images/logo1.jpg" height="59" border="0" alt="Resource centre on India's rural distress" style="padding-top:14px;"/> </div> </td> </tr> <tr> <td id="topspace"> </td> </tr> <tr id="topspace"> <td> </td> </tr> <tr> <td height="50" style="border-bottom:1px solid #000; padding-top:10px;" class="printbutton"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> <tr> <td width="100%"> <h1 class="news_headlines" style="font-style:normal"> <strong>The problem with cherry-picking data -Arun Kumar</strong></h1> </td> </tr> <tr> <td width="100%" style="font-family:Arial, 'Segoe Script', 'Segoe UI', sans-serif, serif"><font size="3"> <div align="justify">-The Hindu<br /><br /><em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div> </font> </td> </tr> <tr> <td> </td> </tr> <tr> <td height="50" style="border-top:1px solid #000; border-bottom:1px solid #000;padding-top:10px;"> <form><input type="button" value=" Print this page " onclick="window.print();return false;"/></form> </td> </tr> </table></body> </html>' } $cookies = [] $values = [ (int) 0 => 'text/html; charset=UTF-8' ] $name = 'Content-Type' $first = true $value = 'text/html; charset=UTF-8'header - [internal], line ?? 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$viewFile = '/home/brlfuser/public_html/src/Template/Layout/printlayout.ctp' $dataForView = [ 'article_current' => object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /> <br /> The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /> <br /> The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /> <br /> Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /> </div>', 'credit_writer' => 'The Hindu, 24 April, 2019, https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true', 'article_img' => '', 'article_img_thumb' => '', 'status' => (int) 1, 'show_on_home' => (int) 1, 'lang' => 'EN', 'category_id' => (int) 16, 'tag_keyword' => '', 'seo_url' => 'the-problem-with-cherry-picking-data-arun-kumar-4687037', 'meta_title' => null, 'meta_keywords' => null, 'meta_description' => null, 'noindex' => (int) 0, 'publish_date' => object(Cake\I18n\FrozenDate) {}, 'most_visit_section_id' => null, 'article_big_img' => null, 'liveid' => (int) 4687037, 'created' => object(Cake\I18n\FrozenTime) {}, 'modified' => object(Cake\I18n\FrozenTime) {}, 'edate' => '', 'tags' => [ [maximum depth reached] ], 'category' => object(App\Model\Entity\Category) {}, '[new]' => false, '[accessible]' => [ [maximum depth reached] ], '[dirty]' => [[maximum depth reached]], '[original]' => [[maximum depth reached]], '[virtual]' => [[maximum depth reached]], '[hasErrors]' => false, '[errors]' => [[maximum depth reached]], '[invalid]' => [[maximum depth reached]], '[repository]' => 'Articles' }, 'articleid' => (int) 38905, 'metaTitle' => 'LATEST NEWS UPDATES | The problem with cherry-picking data -Arun Kumar', 'metaKeywords' => 'NSSO,National Sample Survey Office,employment data,NCRB,National Crime Records Bureau', 'metaDesc' => ' -The Hindu If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics...', 'disp' => '<div align="justify">-The Hindu<br /><br /><em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>', 'lang' => 'English', 'SITE_URL' => 'https://im4change.in/', 'site_title' => 'im4change', 'adminprix' => 'admin' ] $article_current = object(App\Model\Entity\Article) { 'id' => (int) 38905, 'title' => 'The problem with cherry-picking data -Arun Kumar', 'subheading' => '', 'description' => '<div align="justify"> -The Hindu<br /> <br /> <em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /> </em><br /> Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /> <br /> <em>Clashing with reality<br /> </em><br /> The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. 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That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /> <br /> To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /> <br /> But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. 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Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics...' $disp = '<div align="justify">-The Hindu<br /><br /><em>If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on?<br /></em><br />Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth.<br /><br /><em>Clashing with reality<br /></em><br />The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment.<br /><br />The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually.<br /><br />The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor.<br /><br />To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data.<br /><br />But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s.<br /><br />Please <a href="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true" title="https://www.thehindu.com/opinion/op-ed/the-problem-with-cherry-picking-data/article26925274.ece?homepage=true">click here</a> to read more. <br /></div>' $lang = 'English' $SITE_URL = 'https://im4change.in/' $site_title = 'im4change' $adminprix = 'admin'
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The problem with cherry-picking data -Arun Kumar |
-The Hindu
If it’s the government’s case that NSSO figures are suspect, what has it based policy decisions on? Minister of State for Housing and Urban Affairs Hardeep Singh Puri said last week, “we definitely have a data crisis,” and blamed academics for creating a “false narrative”. Yet, at the heart of the data crisis in India is the Central government, which has been holding back important data. Most recently, it did not announce the data on employment created by the ‘Mudra’ scheme. Earlier, the National Sample Survey Office (NSSO) data on employment were withheld. Data on farm suicides have not been available since 2016. Data are being withheld precisely where experts have flagged problems, such as on employment, farmers’ crisis and economic growth. Clashing with reality The NSSO data (which have not been released officially) undermine the National Democratic Alliance government’s claims on job creation. In fact, they showed massive unemployment. Demonetisation and the implementation of the goods and services tax, both of which undermined the unorganised sector which employs 94% of the workforce, have impacted employment. Data from the Centre for Monitoring Indian Economy (CMIE) and others have confirmed the loss of jobs. The NSSO and CMIE data are based on household surveys which capture any additional employment created by Mudra loans, tax aggregators, e-commerce, etc. Basically, jobs are being lost so that the net effect is a decline in employment. The government had promised doubling of farm incomes by 2022. But, farmers’ incomes have come under pressure due to falling farm produce prices and rising input costs. This got aggravated by demonetisation, with cash shortages in rural areas compelling farmers to sell at lower prices to the traders to get cash. Data on farmer suicides have not been released on schedule even though the National Crime Records Bureau (NCRB) collects them annually. The government has implicitly admitted that there is a crisis in the farming and unorganised sectors, and due to that in employment generation. That is why it announced an annual ?6,000 support to farmers owning up to five acres of land and promised insurance to workers in the unorganised sector. It has also increased allocations for the Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) from ?55,000 crore to ?60,000 crore. This allocation is inadequate, but it does indicate that the government is forced to acknowledge the crisis facing the poor. To counter the argument of a crisis facing large segments of the population, the government first tried to discredit alternative arguments and then changed its stance to say that data on the unorganised sector employment were bad. In the process, it discredited its own agency’s data. But the data on employment put out by NSSO have been used for long. Was that all incorrect also? If so, policy formulation based on that faulty (or non-existent) data was also incorrect. It would render suspect not only the policies of past governments, but even this government’s. Please click here to read more. |