{"version":"1.0","provider_name":"PIDE Blog","provider_url":"https:\/\/pide.org.pk\/blog","author_name":"PIDE Blog","author_url":"https:\/\/pide.org.pk\/blog\/author\/usman\/","title":"Sentiment Analysis for COVID-19 National Vaccination Policy - PIDE Blog","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"fbyKBRdgWo\"><a href=\"https:\/\/pide.org.pk\/blog\/sentiment-analysis-for-covid-19-national-vaccination-policy\/\">Sentiment Analysis for COVID-19 National Vaccination Policy<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/pide.org.pk\/blog\/sentiment-analysis-for-covid-19-national-vaccination-policy\/embed\/#?secret=fbyKBRdgWo\" width=\"600\" height=\"338\" title=\"&#8220;Sentiment Analysis for COVID-19 National Vaccination Policy&#8221; &#8212; PIDE Blog\" data-secret=\"fbyKBRdgWo\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/*! This file is auto-generated *\/\n!function(c,d){\"use strict\";var e=!1,o=!1;if(d.querySelector)if(c.addEventListener)e=!0;if(c.wp=c.wp||{},c.wp.receiveEmbedMessage);else if(c.wp.receiveEmbedMessage=function(e){var t=e.data;if(!t);else if(!(t.secret||t.message||t.value));else if(\/[^a-zA-Z0-9]\/.test(t.secret));else{for(var r,s,a,i=d.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),n=d.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),o=new RegExp(\"^https?:$\",\"i\"),l=0;l<n.length;l++)n[l].style.display=\"none\";for(l=0;l<i.length;l++)if(r=i[l],e.source!==r.contentWindow);else{if(r.removeAttribute(\"style\"),\"height\"===t.message){if(1e3<(s=parseInt(t.value,10)))s=1e3;else if(~~s<200)s=200;r.height=s}if(\"link\"===t.message)if(s=d.createElement(\"a\"),a=d.createElement(\"a\"),s.href=r.getAttribute(\"src\"),a.href=t.value,!o.test(a.protocol));else if(a.host===s.host)if(d.activeElement===r)c.top.location.href=t.value}}},e)c.addEventListener(\"message\",c.wp.receiveEmbedMessage,!1),d.addEventListener(\"DOMContentLoaded\",t,!1),c.addEventListener(\"load\",t,!1);function t(){if(o);else{o=!0;for(var e,t,r,s=-1!==navigator.appVersion.indexOf(\"MSIE 10\"),a=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),i=d.querySelectorAll(\"iframe.wp-embedded-content\"),n=0;n<i.length;n++){if(!(r=(t=i[n]).getAttribute(\"data-secret\")))r=Math.random().toString(36).substr(2,10),t.src+=\"#?secret=\"+r,t.setAttribute(\"data-secret\",r);if(s||a)(e=t.cloneNode(!0)).removeAttribute(\"security\"),t.parentNode.replaceChild(e,t);t.contentWindow.postMessage({message:\"ready\",secret:r},\"*\")}}}}(window,document);\n<\/script>\n","thumbnail_url":"https:\/\/pide.org.pk\/blog\/wp-content\/uploads\/2021\/11\/word-image.png","thumbnail_width":615,"thumbnail_height":512,"description":"The ability to assess constituent sentiment, within specific geographies or demographic communities, can be critical to executing vaccine distribution initiatives. In preparing a distribution strategy, healthcare providers and local government health agencies require insight into general feelings about receiving a vaccination, including within specific demographic or geographic communities. Then, as the programs roll out, sentiment analysis can help to track changes in beliefs and behaviors, as well as the success of the vaccination initiative. Despite a wealth of methods for collecting data, many policymakers have been unable to access and harness data during the pandemic. Researchers and policymakers should start laying the groundwork now for emergencies of the future, developing data-sharing agreements and privacy-protection protocols in advance to improve reaction time for such deployments in the future."}