{"id":10965,"date":"2025-03-07T08:51:56","date_gmt":"2025-03-07T08:51:56","guid":{"rendered":"https:\/\/researcher.life\/blog\/?p=10965"},"modified":"2025-03-07T08:52:28","modified_gmt":"2025-03-07T08:52:28","slug":"what-is-criterion-validity-definition-types-and-examples","status":"publish","type":"post","link":"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/","title":{"rendered":"What is Criterion Validity? Definition, Types and Examples"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-10968\" src=\"https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1.jpg\" alt=\"criterion validity\" width=\"1920\" height=\"1280\" srcset=\"https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1.jpg 1920w, https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1-300x200.jpg 300w, https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1-1024x683.jpg 1024w, https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1-768x512.jpg 768w, https:\/\/blog.researcher.life\/wp-content\/uploads\/2025\/03\/pexels-yankrukov-8199599-1-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p><span data-preserver-spaces=\"true\">Imagine a psychologist developing a new questionnaire to measure levels of anxiety among working mothers. To ensure the test is valid, they compare its results with a well-established clinical anxiety assessment. If the new test produces similar results to the established tool, it demonstrates criterion validity\u2014a key measure of how well an assessment reflects real-world observations.\u00a0\u00a0<\/span><\/p>\n<p><span data-preserver-spaces=\"true\"><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_68 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#What_is_criterion_validity\" title=\"What is criterion validity?\">What is criterion validity?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#What_is_the_gold_standard_assessment_for_criterion_validity\" title=\"What is the gold standard assessment for criterion validity?\">What is the gold standard assessment for criterion validity?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#Types_of_Criterion_Validity\" title=\"Types of Criterion Validity\u00a0\">Types of Criterion Validity\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#How_is_criterion_validity_measured\" title=\"How is criterion validity measured?\u00a0\u00a0\">How is criterion validity measured?\u00a0\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#Establishing_concurrent_validity\" title=\"Establishing concurrent validity\u00a0\">Establishing concurrent validity\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/#Establishing_predictive_validity\" title=\"Establishing predictive validity\u00a0\">Establishing predictive validity\u00a0<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_criterion_validity\"><\/span><strong>What is criterion validity?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-preserver-spaces=\"true\">Criterion validity evaluates how accurately a test or assessment measures an abstract concept\u2014such as depression, intelligence, or job performance\u2014by comparing its results to a recognized standard or external benchmark. This is essential in research, as it helps establish whether a test genuinely measures what it claims to. <\/span><\/p>\n<p><span data-preserver-spaces=\"true\">In fact, given that many psychological and social constructs cannot be directly measured (e.g., mood swings or stress levels), researchers rely on carefully designed tests and instruments to assess them. By analyzing how well test outcomes align with an existing &#8220;gold standard&#8221; measure, researchers can determine whether their assessment is genuinely practical.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_gold_standard_assessment_for_criterion_validity\"><\/span><span data-preserver-spaces=\"true\">What is the gold standard assessment for criterion validity? <\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-preserver-spaces=\"true\">A gold standard is a widely accepted benchmark used for comparison. In the field of research, a theory may suggest that a specific criterion is linked to a particular concept. To ensure accurate validation, the chosen gold standard or criterion must measure the same or a closely related concept. <\/span><\/p>\n<p><span data-preserver-spaces=\"true\">However, if the gold standard itself is flawed or biased, any measure validated against it may inherit the same issues, making it challenging to achieve actual criterion validity\u2014even if the test itself is otherwise reliable. Common examples of criterion variables include clinical assessments, well-established questionnaires, and other validated tools.\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Types_of_Criterion_Validity\"><\/span><strong><span data-preserver-spaces=\"true\">Types of Criterion Validity<\/span><\/strong><span data-preserver-spaces=\"true\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-preserver-spaces=\"true\">Having learnt what criterion validity is, let us now try to understand the two primary types of criterion validity. Given that the timing of the measurement of criterion validity can be different, two types of criterion validity can be observed: concurrent validity and predictive validity.\u00a0\u00a0<\/span><\/p>\n<ul>\n<li><strong>Concurrent validity<\/strong>: When the measure of a test is compared to that obtained from the criterion variable at the same time, concurrent validity can be determined. This type of validity is proper when a new test or instrument needs to be evaluated against an existing one. It answers the question: &#8220;Does the test accurately reflect the current state of the criterion?&#8221; For example, psychological depression test scores correlate with currently observed behaviours.<\/li>\n<li><strong>Predictive validity<\/strong>: This type of validity focuses on the test&#8217;s ability to predict future outcomes or behaviours. It answers the question, &#8220;Can the test forecast a future criterion?&#8221; For example, a university admission test predicts students&#8217; academic performance in the course.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"How_is_criterion_validity_measured\"><\/span><strong><span data-preserver-spaces=\"true\">How is criterion validity measured?\u00a0<\/span><\/strong><span data-preserver-spaces=\"true\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span data-preserver-spaces=\"true\">Criterion validity is assessed by comparing a test with a widely accepted criterion for the construct. For this, statistical testing, such as determining the correlation between the test and criterion variable, is used. Correlations between the variables are calculated using the correlation coefficient or Pearson&#8217;s r. The correlation coefficient takes a number between -1 and 1 and shows the strength of the relationship between the two variables. The value -1 shows a perfect negative correlation, 0 indicates no relationship, and 1 indicates a perfect positive correlation.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Establishing_concurrent_validity\"><\/span><strong><span data-preserver-spaces=\"true\">Establishing concurrent validity<\/span><\/strong><span data-preserver-spaces=\"true\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-preserver-spaces=\"true\">Identify a well-established criterion.\u00a0<\/span><span data-preserver-spaces=\"true\">The new measurement technique and the established criterion will be administered simultaneously. For example, in a university setting, when selecting the president of a literature club, there is usually a screening of candidates for this post. <\/span><\/p>\n<p><span data-preserver-spaces=\"true\">One of the tests can be on the debating skills of candidates assessed by the teaching staff of the English department. At the same time, the debating skills will be evaluated by a cross-section of students. Both these tests will be administered simultaneously.\u00a0\u00a0<\/span><\/p>\n<p><span data-preserver-spaces=\"true\">The scores from the new technique and established criterion are then statistically analyzed using correlation coefficients. The score from the established criterion should be assessed separately.\u00a0<\/span><span data-preserver-spaces=\"true\">A positive correlation between the two indicates good concurrent validity. In the above example, if student evaluations correlate highly with teacher evaluations, then it exhibits good concurrent validity.\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Establishing_predictive_validity\"><\/span><strong><span data-preserver-spaces=\"true\">Establishing predictive validity<\/span><\/strong><span data-preserver-spaces=\"true\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-preserver-spaces=\"true\">Identify the relevant criterion.\u00a0<\/span><span data-preserver-spaces=\"true\">The measurement technique will be administered to participants. Subsequently, after a specific time period, which may be months or years, the outcome will be assessed using an appropriate criterion. For example, if the criterion is academic performance, data can be collected from the last semester&#8217;s examination.\u00a0<\/span><\/p>\n<p><span data-preserver-spaces=\"true\">The scores from the measurement technique and the future outcomes will then be statistically analyzed using correlation coefficients. <\/span><span data-preserver-spaces=\"true\">A positive correlation indicates good predictive validity.\u00a0<\/span><\/p>\n<p><span data-preserver-spaces=\"true\">As discussed, to determine criterion validity, a widely accepted standard for comparison needs to exist. If it is not available or documented, it won&#8217;t be easy to assess criterion validity. It should also be noted that the quality of the criterion variable affects the validity of the test.\u00a0\u00a0<\/span><\/p>\n<p><span data-preserver-spaces=\"true\">Clearly, criterion validity is not a one-size-fits-all concept. It requires careful consideration of the specific context and purpose of the test. Whether you are developing a new psychological assessment, an educational test, or a job performance tool, establishing\u202fcriterion validity is essential for ensuring that your test truly measures what it claims to measure.\u00a0\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">R Discovery is a literature search and research reading platform that accelerates your research discovery journey by keeping you updated on the latest, most relevant scholarly content. With 250M+ research articles sourced from trusted aggregators like CrossRef, Unpaywall, PubMed, PubMed Central, Open Alex and top publishing houses like Springer Nature, JAMA, IOP, Taylor &amp; Francis, NEJM, BMJ, Karger, SAGE, Emerald Publishing and more, R Discovery puts a world of\u00a0 research at your fingertips.<\/span><\/i><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:0,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><i><span data-contrast=\"auto\">Try R Discovery Prime FREE for 1 week or upgrade at just US$72 a year<\/span><\/i><\/b><i><span data-contrast=\"auto\"> to access premium features that let you listen to research on the go, read in your language, collaborate with peers, auto sync with reference managers, and much more. Choose a simpler, smarter way to find and read research \u2013 <\/span><\/i><b><i><span data-contrast=\"auto\">Download the app and <\/span><\/i><\/b><a href=\"https:\/\/rdiscoverymarketing.page.link\/criterion-validity\"><b><i><span data-contrast=\"none\">start your free 7-day trial today<\/span><\/i><\/b><\/a><b><i><span data-contrast=\"auto\">!<\/span><\/i><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559738&quot;:0,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Imagine a psychologist developing a new questionnaire to measure levels of anxiety among working mothers. To ensure the test is valid, they compare its results<\/p>\n","protected":false},"author":51,"featured_media":10968,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[37,63],"tags":[963,943],"class_list":["post-10965","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-r-discovery","category-research-tips","tag-criterion-validity","tag-research-validity"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is Criterion Validity? Definition, Types and Examples\u00a0| Researcher.Life<\/title>\n<meta name=\"description\" content=\"Criterion validity evaluates how accurately a test or assessment measures an abstract concept\u2014such as depression, intelligence, or job performance\u2014by comparing its results to a recognized standard or external benchmark. This is essential in research, as it helps establish whether a test genuinely measures what it claims to.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/researcher.life\/blog\/article\/what-is-criterion-validity-definition-types-and-examples\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Criterion Validity? 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