{"id":2198,"date":"2023-06-10T10:28:00","date_gmt":"2023-06-10T10:28:00","guid":{"rendered":"https:\/\/physiciansurveypanel.com\/?p=2198"},"modified":"2026-02-25T09:50:53","modified_gmt":"2026-02-25T09:50:53","slug":"reaching-the-right-healthcare-audience-through-psps-specialized-recruitment","status":"publish","type":"post","link":"https:\/\/physiciansurveypanel.com\/index.php\/2023\/06\/10\/reaching-the-right-healthcare-audience-through-psps-specialized-recruitment\/","title":{"rendered":"The Pulse of Precision: Why Strategic Sampling is the Foundation of Healthcare Market Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2198\" class=\"elementor elementor-2198\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d59d42 e-flex e-con-boxed e-con e-parent\" data-id=\"2d59d42\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;shape_divider_top&quot;:&quot;pyramids&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M761.9,44.1L643.1,27.2L333.8,98L0,3.8V0l1000,0v3.9\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c3dcabd e-con-full e-flex e-con e-child\" data-id=\"c3dcabd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3416ded elementor-widget elementor-widget-text-editor\" data-id=\"3416ded\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: Aptos, sans-serif;\">Reading time: 03 minutes<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-760fd60 e-con-full e-flex e-con e-child\" data-id=\"760fd60\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a7d8a0 elementor-widget elementor-widget-text-editor\" data-id=\"3a7d8a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: Aptos, sans-serif;\">Team PSP | 10\/06\/2023<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d63cbcc e-flex e-con-boxed e-con e-parent\" data-id=\"6d63cbcc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-47a15615 elementor-widget elementor-widget-text-editor\" data-id=\"47a15615\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In the high-stakes world of Healthcare Market Research, precision isn\u2019t just a goal\u2014it\u2019s a requirement. For <strong>PSP<\/strong>, understanding the nuances of patient needs, provider behaviors, and regulatory environments hinges on effective sampling.<\/p><p>Since surveying every stakeholder in a massive healthcare ecosystem is impossible, sampling allows us to extract statistically significant insights from a strategic subset of the population. Whether you are launching a new medical device or expanding a clinic to a new territory, sampling is the engine that drives informed decision-making.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33cc305 elementor-widget elementor-widget-image\" data-id=\"33cc305\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/physiciansurveypanel.com\/wp-content\/uploads\/elementor\/thumbs\/10Jun23-rjo35n357gjhucilpp50nolxv5bx4s1xhi261dujmg.png\" title=\"10Jun23\" alt=\"10Jun23\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e90d8cb elementor-widget elementor-widget-text-editor\" data-id=\"e90d8cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4><strong>Core Sampling Methodologies in Healthcare<\/strong><\/h4><p>Selecting the right technique is vital for ensuring clinical and commercial relevance:<\/p><ul><li><strong>Probability Sampling:<\/strong> Randomly selecting participants to ensure every individual in a healthcare segment has an equal chance of being included, minimizing bias.<\/li><li><strong>Quota Sampling:<\/strong> Ensuring specific demographics\u2014such as age groups or chronic condition types\u2014are represented proportionally within the study.<\/li><li><strong>Purposive (Judgmental) Sampling:<\/strong> Using expert insight to hand-pick specific Key Opinion Leaders (KOLs) or specialists relevant to a niche therapeutic area.<\/li><li><strong>Snowball (Chain-Referral) Sampling:<\/strong> Ideal for rare disease research; initial participants refer others with the same rare condition.<\/li><li><strong>Volunteer Sampling:<\/strong> Relying on patients or providers who opt-in to share their experiences, often used in early-stage feedback.<\/li><li><strong>Stratified Sampling:<\/strong> Segmenting the population into &#8220;strata&#8221; (e.g., by hospital size or geographic region) to ensure data reflects the entire landscape.<\/li><li><strong>Combined (Multistage) Sampling:<\/strong> A complex, tiered approach used to simplify data collection across vast networks, such as national healthcare systems.<\/li><\/ul><h4><strong>Why Sampling is the &#8220;Pulse&#8221; of Healthcare Research<\/strong><\/h4><p>In healthcare, sampling does more than just provide feedback; it uncovers the <strong>sentiments and preferences<\/strong> that drive patient adherence and provider loyalty.<\/p><ol><li><strong>Informed Product Development:<\/strong> Before a surgical tool or pharmaceutical reaches the market, sampling helps identify the specific features or delivery methods that clinicians prefer.<\/li><li><strong>Strategic Market Entry:<\/strong> If you are a service provider helping a client establish a new facility, sampling helps you map out the local patient demand and unmet medical needs.<\/li><li><strong>Refining Existing Solutions:<\/strong> Markets evolve. Continuous sampling allows you to pivot existing services to meet current regulatory standards and patient expectations.<\/li><\/ol><h4><strong>Partner with the Experts<\/strong><\/h4><p>As a global leader in market research, <strong>PSP <\/strong>specializes in delivering high-end data collection tailored for the healthcare sector. We provide the structured data and deep analytical insights necessary to accelerate your growth and ensure your clinical or commercial ventures are backed by evidence.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ff39c2 elementor-widget elementor-widget-text-editor\" data-id=\"7ff39c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4><strong>Frequently Asked Questions (FAQs)<\/strong><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65645b9 elementor-widget elementor-widget-n-accordion\" data-id=\"65645b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1060\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1060\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Q1: Why is sampling preferred over surveying the entire healthcare population?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1060\" class=\"elementor-element elementor-element-6df27c7 e-con-full e-flex e-con e-child\" data-id=\"6df27c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27eb03f elementor-widget elementor-widget-text-editor\" data-id=\"27eb03f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>In healthcare, the &#8220;total population&#8221; (e.g., all diabetic patients or all cardiologists) is too vast and geographically dispersed to reach individually. Sampling is a <strong>cost-effective and time-efficient<\/strong> way to gather high-quality, actionable data without the impossible logistics of a total census.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1061\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1061\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Q2: Which sampling method is best for researching rare diseases? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1061\" class=\"elementor-element elementor-element-1523d72 e-con-full e-flex e-con e-child\" data-id=\"1523d72\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0bb73ba elementor-widget elementor-widget-text-editor\" data-id=\"0bb73ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Snowball (Chain-Referral) sampling<\/strong> is typically the most effective. Because patients with rare conditions are hard to locate, asking initial participants to refer others within their patient community allows researchers to reach a highly specific and otherwise &#8220;hidden&#8221; demographic.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1062\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1062\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Q3: How does sampling improve the success rate of new medical product launches? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1062\" class=\"elementor-element elementor-element-3f9556e e-con-full e-flex e-con e-child\" data-id=\"3f9556e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11ba548 elementor-widget elementor-widget-text-editor\" data-id=\"11ba548\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Sampling allows you to test concepts with a <strong>representative subset of end-users<\/strong> (like surgeons or nurses) before a full-scale launch. This identifies preferred features and potential pain points early, ensuring the final product aligns with actual clinical needs and patient expectations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1063\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1063\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Q4: What is the difference between Probability and Purposive sampling in a clinical context?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1063\" class=\"elementor-element elementor-element-4ea1e0f e-flex e-con-boxed e-con e-child\" data-id=\"4ea1e0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7534e4 elementor-widget elementor-widget-text-editor\" data-id=\"f7534e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Probability sampling<\/strong> relies on random selection to ensure results are statistically representative of the general population. In contrast, <strong>Purposive sampling<\/strong> is intentional; researchers use their expertise to select specific Key Opinion Leaders (KOLs) or specialists whose specific insights are more valuable than a random data point.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a7566d elementor-widget elementor-widget-heading\" data-id=\"1a7566d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Share<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e6db5a elementor-widget elementor-widget-elementskit-social-share\" data-id=\"8e6db5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-social-share.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<ul class=\"ekit_socialshare\">\n                            <li class=\"elementor-repeater-item-8ab735b\" data-social=\"twitter\">\n                    <div class=\"twitter\">\n                        \n                        <i aria-hidden=\"true\" class=\"icon icon-x-twitter\"><\/i>                        \n                                                                                            <\/div>\n                <\/li>\n                                            <li class=\"elementor-repeater-item-b0346d0\" data-social=\"linkedin\">\n                    <div class=\"linkedin\">\n                        \n                        <i aria-hidden=\"true\" class=\"icon icon-linkedin\"><\/i>                        \n                                                                                            <\/div>\n                <\/li>\n                                    <\/ul>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Probability sampling relies on random selection to ensure results are statistically representative of the general population. In contrast, Purposive sampling is intentional; researchers use their expertise to select specific Key Opinion Leaders (KOLs) or specialists whose specific insights are more valuable than a random data point.<\/p>\n","protected":false},"author":2,"featured_media":2206,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"_links":{"self":[{"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/posts\/2198","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/comments?post=2198"}],"version-history":[{"count":8,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/posts\/2198\/revisions"}],"predecessor-version":[{"id":2210,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/posts\/2198\/revisions\/2210"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/media\/2206"}],"wp:attachment":[{"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/media?parent=2198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/categories?post=2198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/physiciansurveypanel.com\/index.php\/wp-json\/wp\/v2\/tags?post=2198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}