{"id":5963,"date":"2022-09-27T08:00:44","date_gmt":"2022-09-27T12:00:44","guid":{"rendered":"https:\/\/www.humrro.org\/corpsite\/?p=5963"},"modified":"2023-12-20T17:59:30","modified_gmt":"2023-12-20T22:59:30","slug":"is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again","status":"publish","type":"post","link":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/","title":{"rendered":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-bottom: 0px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-1\"><h3>Meta-analyses have overestimated both the primacy of cognitive ability and the validity of a wide range of predictors within the personnel selection arena, according to groundbreaking research led by Paul R. Sackett, Ph.D., chair of the <a href=\"https:\/\/www.humrro.org\/corpsite\/who-we-are\/board-trustees\/\" target=\"_blank\" rel=\"noopener\">HumRRO Board of Trustees<\/a>, and the Beverly and Richard Fink Distinguished Professor of Psychology and Liberal Arts at the University of Minnesota.<\/h3>\n<p>In a world embracing simplicity and certainty, researchers often take great pains to emphasize the tentative nature of their conclusions\u2014well-captured by the phrase, \u201cStatistics means never having to say you\u2019re certain,\u201d and the shopworn joke about psychologists responding to all questions with, \u201cIt depends.\u201d<\/p>\n<p>Even so, there must be some things researchers assert confidently, right? Some unassailable, unimpeachable principles strong enough to build decades of research on?<\/p>\n<p>Within the field of industrial-organizational (I-O) psychology, there has been at least one such fundamental truth: cognitive ability is the best predictor of work performance. Rooted in numerous <a href=\"https:\/\/psycnet.apa.org\/record\/1998-10661-006\" target=\"_blank\" rel=\"noopener\">meta-analyses<\/a> and confidently proclaimed for over half a century, decades of research and hiring and promotion methods have been built on this proclamation.<\/p>\n<p>Thus, it would take a giant in I-O psychology like Sackett to thoughtfully and rigorously revisit the statistical corrections that lie at the heart of meta-analytic methods and challenge 50 years of research. In doing so, Sackett\u2019s work, among other intriguing findings, revealed that structured interviews may in fact be the strongest predictor of job performance\u2014not cognitive ability.<\/p>\n<p>\u201cI view this as the most important paper of my career,\u201d Sackett said, noting that it offers a \u201ccourse correction\u201d to the I-O field\u2019s cumulative knowledge about the validity of personnel selection assessments. This consequential paper, \u201c<a href=\"https:\/\/psycnet.apa.org\/record\/2022-17327-001\" target=\"_blank\" rel=\"noopener\">Revisiting meta-analytic estimates of validity in personnel selection: Addressing systematic overcorrection for restriction of range<\/a>,\u201d recently released as an advance online publication by the <em>Journal of Applied Psychology<\/em>, is co-authored by Charlene Zhang, Ph.D., from the University of Minnesota, Christopher Berry, Ph.D., from Indiana University, and Filip Lievens, Ph.D., from Singapore Management University. Berry received HumRRO\u2019s <a href=\"https:\/\/www.humrro.org\/corpsite\/fellowship\/\" target=\"_blank\" rel=\"noopener\">Meredith P. Crawford Fellowship<\/a> in 2006.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-bottom: 0px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-bottom:45px;width:100%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"background:radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:31px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#009cd7;--fontSize:24;line-height:1.5;\">Correcting the Corrections<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-2\"><p>The critique levied by Sackett and his co-authors aims directly at the \u201cnuts and bolts\u201d of meta-analytic methodology, so a brief review of those methods helps one fully appreciate the nature and importance of their contributions. As the most common approach to synthesizing research findings across studies, meta-analyses typically involve the following steps:<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-4 fusion-content-boxes-1 content-boxes-icon-with-title content-left\" data-animationOffset=\"top-into-view\" style=\"margin-top:40px;margin-bottom:-30px;\"><style type=\"text\/css\">.fusion-content-boxes-1 .heading .content-box-heading {color:#333333;}\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover .heading .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover .heading .heading-link .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover .heading .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover .heading .heading-link .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more::after,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more::before,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .fusion-read-more:hover:after,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .fusion-read-more:hover:before,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .fusion-read-more:hover,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more::after,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more::before,\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover .icon .circle-no,\n\t\t\t\t\t.fusion-content-boxes-1 .heading .heading-link:hover .content-box-heading {\n\t\t\t\t\t\tcolor: #a0ce4e;\n\t\t\t\t\t}\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover .icon .circle-no {\n\t\t\t\t\t\tcolor: #a0ce4e !important;\n\t\t\t\t\t}.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box.link-area-box-hover .fusion-content-box-button {background: #007db7;color: #ffffff;}.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box.link-area-box-hover .fusion-content-box-button .fusion-button-text {color: #ffffff;}\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover .heading .icon > span {\n\t\t\t\t\t\tbackground-color: #a0ce4e !important;\n\t\t\t\t\t}\n\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover .heading .icon > span {\n\t\t\t\t\t\tborder-color: #a0ce4e !important;\n\t\t\t\t\t}<\/style><div class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-search-location fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Step 1<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">\n<p>Specifying the research domain, which in Sackett\u2019s case involved reviewing the predictive validity evidence for a wide variety of personnel selection assessments, including cognitive ability tests, structured and unstructured interviews, job knowledge tests, and personality and interest inventories.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-2 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-sort-amount-down fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Step 2<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">Identifying studies that have previously explored these relations quantitatively, including those used in earlier meta-analyses and in new primary studies. The metrics synthesized through this process are generally correlation coefficients, with values ranging from zero (meaning no relationship between the personnel selection assessment and the outcome criterion of interest, typically job performance) to 1.0 and -1.0 (reflecting a perfect positive and a perfect negative relationship between the assessment and criterion, respectively). For example, a correlation of 1.0 means that higher scores on an assessment are always associated with higher scores on the criterion, without exception. Given the complexity of the phenomena psychologists study, such correlations typically fall in the .40 to -.40 range.<\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-3 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-square-root-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Step 3<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">\n<p>Using statistical adjustments to correct the correlations identified during <strong>Step 2<\/strong> for limitations in the primary studies. While mathematically complex, these adjustments rest on a straightforward premise: to adjust or \u201cfix\u201d the correlations found in the primary studies that consistently underestimate relations among various personnel selection assessments and job performance, thus obtaining a more accurate picture of the \u201ctrue\u201d correlations. While a variety of corrections can be employed at this step, range restriction in the assessment scores and criterion unreliability are the two most common.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-4 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-list-ol fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Step 4<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">Statistically summarizing the corrected correlations emerging from <strong>Step 3<\/strong> to arrive at more stable and accurate estimates of the relations among specific personnel selection assessments and the outcome of interest.<\/div><\/div><\/div><style type=\"text\/css\">\n\t\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .heading-link:hover .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box:hover .heading-link .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-link-icon-hover .heading .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-1 .fusion-content-box-hover .link-area-box-hover .heading .icon i.circle-yes {\n\t\t\t\t\t\t\tbackground-color: #a0ce4e !important;\n\t\t\t\t\t\t\tborder-color: #a0ce4e !important;\n\t\t\t\t\t\t}<\/style><div class=\"fusion-clearfix\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"border-color:#e0dede;border-top-width:1px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-3\" style=\"margin-top:20px;\"><p>Focusing on <b>Step 3<\/b>, Sackett and his colleagues argue that commonly used corrections systematically inflate relations among personnel selection assessments and job performance. They are particularly critical of one widespread practice that involves using range restriction estimates generated from predictive validation studies to correct the full set of studies included in a meta-analysis that also includes many adopting concurrent designs.<\/p>\n<p>The two shouldn\u2019t be treated in like fashion. While predictive validation designs include actual job applicants who are hired on the basis of the assessment, concurrent validation designs involve administering the same assessment to current employees. Because current employees were not selected based on the assessment administered in concurrent studies, Sackett and his colleagues convincingly argue that \u201cacross the board\u201d corrections overinflate validity estimates\u2014sometimes to a substantial degree.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-bottom: 0px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-bottom:45px;width:100%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"background:radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:31px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#009cd7;--fontSize:24;line-height:1.5;\">Future Research Implications<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-4\"><p>The nuanced and thoughtful critiques of meta-analytic corrections shared by Sackett and his colleagues extend beyond the example noted above, yet they all reflect a set of guiding principles that future meta-analytic work would be wise to follow:<\/p>\n<\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-3 fusion-content-boxes-2 content-boxes-icon-with-title content-left\" data-animationOffset=\"top-into-view\" style=\"margin-top:20px;margin-bottom:-15px;\"><style type=\"text\/css\">.fusion-content-boxes-2 .heading .content-box-heading {color:#333333;}\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover .heading .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover .heading .heading-link .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover .heading .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover .heading .heading-link .content-box-heading,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more::after,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover.link-area-box .fusion-read-more::before,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .fusion-read-more:hover:after,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .fusion-read-more:hover:before,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .fusion-read-more:hover,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more::after,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover.link-area-box .fusion-read-more::before,\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover .icon .circle-no,\n\t\t\t\t\t.fusion-content-boxes-2 .heading .heading-link:hover .content-box-heading {\n\t\t\t\t\t\tcolor: #a0ce4e;\n\t\t\t\t\t}\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover .icon .circle-no {\n\t\t\t\t\t\tcolor: #a0ce4e !important;\n\t\t\t\t\t}.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box.link-area-box-hover .fusion-content-box-button {background: #007db7;color: #ffffff;}.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box.link-area-box-hover .fusion-content-box-button .fusion-button-text {color: #ffffff;}\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover .heading .icon > span {\n\t\t\t\t\t\tbackground-color: #a0ce4e !important;\n\t\t\t\t\t}\n\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover .heading .icon > span {\n\t\t\t\t\t\tborder-color: #a0ce4e !important;\n\t\t\t\t\t}<\/style><div class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-head-side-virus fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Critically evaluate your assumptions<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">\n<p>At the very least, Sackett and his colleagues advocate \u201can end to the practice of simply assuming a degree of restriction with no empirical basis.\u201d However, this critical approach should be extended more broadly whenever meta-analysts evaluate sources of information, such as assessment score norms, that could potentially serve as the basis for range restriction corrections yet may not be relevant to personnel selection contexts.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-2 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-check-double fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Be conservative<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">\n<p>This principle could also be expressed as, \u201cwhen in doubt, don\u2019t correct.\u201d If, after some critical thought, you conclude that you don\u2019t have a credible estimate of range restriction or unreliability for a given study, it is better to be conservative and not correct than to apply an inaccurate correction.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-3 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon icon-hover-animation-fade\" style=\"background-color:rgba(255,255,255,0);\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:#007db7;box-sizing:content-box;height:42px;width:42px;line-height:42px;border-radius:50%;color:#ffffff;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-thumbtack fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:18px;--fontSize:18;line-height:1.5;\">Think locally<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"color:#747474;\">\n<p>Rather than base corrections on general rules of thumb (for example, \u201cthe criterion reliability is .52\u201d), ask yourself if more \u201clocal\u201d sources of information would likely provide a more accurate estimate (for example, reliability estimates for a specific type of criterion such as task versus contextual performance).<\/p>\n<\/div><\/div><\/div><style type=\"text\/css\">\n\t\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .heading-link:hover .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box:hover .heading-link .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-link-icon-hover .heading .icon i.circle-yes,\n\t\t\t\t\t\t.fusion-content-boxes-2 .fusion-content-box-hover .link-area-box-hover .heading .icon i.circle-yes {\n\t\t\t\t\t\t\tbackground-color: #a0ce4e !important;\n\t\t\t\t\t\t\tborder-color: #a0ce4e !important;\n\t\t\t\t\t\t}<\/style><div class=\"fusion-clearfix\"><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-bottom: 0px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-bottom:45px;width:100%;\"><div class=\"fusion-separator-border sep-shadow\" style=\"background:radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-webkit-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-moz-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);background:-o-radial-gradient(ellipse at 50% -50% , #e0dede 0px, rgba(255, 255, 255, 0) 80%) repeat scroll 0 0 rgba(0, 0, 0, 0);\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-two\" style=\"margin-top:0px;margin-right:0px;margin-bottom:31px;margin-left:0px;\"><h2 class=\"title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;color:#009cd7;--fontSize:24;line-height:1.5;\">Practical Take-Aways<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:20px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-5 fusion-text-no-margin\" style=\"margin-bottom:30px;\"><p>Using these principles as a guide, Sackett and his colleagues re-analyzed studies included in earlier meta-analyses along with more recently conducted research, and the outcomes of their work hold many lessons for I-O researchers and practitioners alike:<\/p>\n<ul>\n<li><strong>Structured interviews emerged as the strongest predictors of job performance.<\/strong> Sackett and his colleagues offer that this finding \u201csuggests a reframing: while <a href=\"https:\/\/psycnet.apa.org\/record\/1998-10661-006\" target=\"_blank\" rel=\"noopener\">Schmidt and Hunter (1998)<\/a> positioned cognitive ability as the focal predictor, with others evaluated in terms of their incremental validity over cognitive ability, one might propose structured interviews as the focal predictor against which others are evaluated.\u201d<\/li>\n<li><strong>Structured interview validities are somewhat variable.<\/strong> While structured interviews had the highest mean operational validity (r = .42), they also showed a relatively high degree of spread around that mean. Particularly given the wide range of constructs targeted by structured interviews, not to mention the advent of digital interviewing and AI-based interview scoring, this finding is a compelling call for researchers to identify the factors responsible for this variation and the approaches to developing, administering, and scoring structured interviews that foster strong validities.<\/li>\n<li><strong>Job-specific assessments fared quite well.<\/strong> Along with structured interviews, several other job-specific assessments\u2014including job knowledge tests, empirically-keyed biodata, and work sample tests\u2014appeared among the top five strongest predictors of job performance (with validities of .40, .38, and .33, respectively). Cognitive ability rounded out this list with a validity estimate of .31.<\/li>\n<li><strong>Interests should be measured via the synergies among personal interests and the interest profile of a specific job.<\/strong> Compared to <a href=\"https:\/\/psycnet.apa.org\/record\/1998-10661-006\" target=\"_blank\" rel=\"noopener\">earlier work<\/a>, the operational validity of interests increased from .10 to .24\u2014a boost due to Sackett and his colleagues defining interests in a fit-based (i.e., between personal interests and unique job demands) rather than a general way (i.e., the relation between a general type of interest, such as artistic or investigative, and overall job performance).<\/li>\n<li><strong>Tailoring personality items to the job context increases their predictive validity.<\/strong> In fact, the validities were so much stronger for contextualized personality assessments (i.e., adding \u201cat work\u201d to each item or asking applicants to respond in terms of how they behave at work) that Sackett and his colleagues suggest viewing them as essentially a different type of assessment relative to more general personality inventories.<\/li>\n<\/ul>\n<p>\u201cThis work is another example of the rigor, thoughtfulness, and impact that always characterizes Paul\u2019s work, not to mention the direct relevance for applied practice,\u201d said <a href=\"https:\/\/www.humrro.org\/corpsite\/profile\/cheryl-paullin\/\" target=\"_blank\" rel=\"noopener\">Cheryl Paullin<\/a>, Ph.D., Vice President of Operations at HumRRO. \u201cI have no doubt it will have a substantial impact on the I-O field in the coming years. The findings are also consistent with my experience that well-crafted structured interviews, grounded in detailed job analytic data and conducted by well-trained interviewers, are one of the best personnel selection tools we have to offer our clients.\u201d<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-parallax-none border-radius-10 post-contact-card nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\" style=\"background-color: #003E74;background-position: center center;background-repeat: no-repeat;padding-top:50px;padding-right:30px;padding-bottom:50px;padding-left:30px;margin-bottom: 65px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\" data-bg=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2026\/03\/updated-blue-background.jpg\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"margin-top:0px;margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_3 1_3 fusion-one-third fusion-column-first fusion-no-small-visibility\" style=\"width:33.333333333333%;width:calc(33.333333333333% - ( ( 4% ) * 0.33333333333333 ) );margin-right: 4%;margin-top:0px;margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"imageframe-align-center\"><span class=\" fusion-imageframe imageframe-dropshadow imageframe-1 hover-type-none\" style=\"border-radius:50%;-webkit-box-shadow: 3px 3px 7px rgba(0,0,0,0.3);box-shadow: 3px 3px 7px rgba(0,0,0,0.3);max-width:170px;\"><a class=\"fusion-no-lightbox\" href=\"https:\/\/www.humrro.org\/corpsite\/profile\/gavan-oshea\/\" target=\"_self\" aria-label=\"Gavan O&#8217;Shea &#8211; Manager, Business Development\"><img decoding=\"async\" width=\"350\" height=\"350\" alt=\"Gavan O&#039;Shea - Manager, Business Development\" src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/02\/Gavan-OShea.png\" data-orig-src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/02\/Gavan-OShea.png\" class=\"lazyload img-responsive wp-image-5559\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27350%27%20height%3D%27350%27%20viewBox%3D%270%200%20350%20350%27%3E%3Crect%20width%3D%27350%27%20height%3D%27350%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/02\/Gavan-OShea-200x200.png 200w, https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/02\/Gavan-OShea.png 350w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 768px) 100vw, 350px\" \/><\/a><\/span><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_2_3 2_3 fusion-two-third fusion-column-last\" style=\"width:66.666666666667%;width:calc(66.666666666667% - ( ( 4% ) * 0.66666666666667 ) );margin-top:0px;margin-bottom:0px;\"><div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\" style=\"background-position:left top;background-blend-mode: overlay;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;padding: 0px 0px 0px 0px;\"><div class=\"fusion-text fusion-text-6\"><p style=\"color: #96c121;\"><strong>For more information, contact:<\/strong><\/p>\n<h2 style=\"color: #ffffff; font-weight: 600; margin: 0;\">Gavan O&#8217;Shea, Ph.D.<\/h2>\n<h3 style=\"color: #ffffff; margin-top: 0;\"><em>Manager<\/em><\/h3>\n<\/div><div class=\"fusion-alignleft\"><style>.fusion-body .fusion-button.button-1 .fusion-button-text{color:#ffffff;text-transform:none;}.fusion-body .fusion-button.button-1{border-color:#ffffff;border-radius:25px 25px 25px 25px;background:#4c9c2e;}.fusion-body .fusion-button.button-1 i,.fusion-body .fusion-button.button-1:hover .fusion-button-text,.fusion-body .fusion-button.button-1:hover i,.fusion-body .fusion-button.button-1:focus .fusion-button-text,.fusion-body .fusion-button.button-1:focus i,.fusion-body .fusion-button.button-1:active .fusion-button-text,.fusion-body .fusion-button.button-1:active i{color:#ffffff;}.fusion-body .fusion-button.button-1:hover,.fusion-body .fusion-button.button-1:active,.fusion-body .fusion-button.button-1:focus{border-color:#ffffff;background:#96c121;}<\/style><a class=\"fusion-button button-flat button-medium button-custom button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/www.humrro.org\/corpsite\/profile\/gavan-oshea\/\"><span class=\"fusion-button-text\">Contact Gavan<\/span><i class=\"fa-angle-right fas button-icon-right\" aria-hidden=\"true\"><\/i><\/a><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":5964,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[44],"class_list":["post-5963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-gavanoshea"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\" \/>\n<meta property=\"og:site_name\" content=\"HumRRO\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/pages\/Human-Resources-Research-Organization-HumRRO\/161583990533313\" \/>\n<meta property=\"article:published_time\" content=\"2022-09-27T12:00:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-20T22:59:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vc\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@HumRROorg\" \/>\n<meta name=\"twitter:site\" content=\"@HumRROorg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"vc\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\"},\"author\":{\"name\":\"vc\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853\"},\"headline\":\"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again\",\"datePublished\":\"2022-09-27T12:00:44+00:00\",\"dateModified\":\"2023-12-20T22:59:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\"},\"wordCount\":3794,\"publisher\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg\",\"keywords\":[\"gavanoshea\"],\"articleSection\":[\"HumRRO Blogs\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\",\"name\":\"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO\",\"isPartOf\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg\",\"datePublished\":\"2022-09-27T12:00:44+00:00\",\"dateModified\":\"2023-12-20T22:59:30+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg\",\"contentUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg\",\"width\":1200,\"height\":628,\"caption\":\"Two people sitting across from each other at a table filling out a questionnaire\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.humrro.org\/corpsite\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#website\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/\",\"name\":\"HumRRO\",\"description\":\"The Human Resources Research Organization\",\"publisher\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.humrro.org\/corpsite\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#organization\",\"name\":\"The Human Resources Research Organization (HumRRO)\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2019\/03\/humrro-logo.png\",\"contentUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2019\/03\/humrro-logo.png\",\"width\":250,\"height\":64,\"caption\":\"The Human Resources Research Organization (HumRRO)\"},\"image\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"http:\/\/www.facebook.com\/pages\/Human-Resources-Research-Organization-HumRRO\/161583990533313\",\"https:\/\/x.com\/HumRROorg\",\"http:\/\/www.linkedin.com\/company\/40615\",\"http:\/\/www.youtube.com\/user\/humrro\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853\",\"name\":\"vc\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g\",\"caption\":\"vc\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/","og_locale":"en_US","og_type":"article","og_title":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO","og_url":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/","og_site_name":"HumRRO","article_publisher":"http:\/\/www.facebook.com\/pages\/Human-Resources-Research-Organization-HumRRO\/161583990533313","article_published_time":"2022-09-27T12:00:44+00:00","article_modified_time":"2023-12-20T22:59:30+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg","type":"image\/jpeg"}],"author":"vc","twitter_card":"summary_large_image","twitter_creator":"@HumRROorg","twitter_site":"@HumRROorg","twitter_misc":{"Written by":"vc","Est. reading time":"10 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#article","isPartOf":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/"},"author":{"name":"vc","@id":"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853"},"headline":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again","datePublished":"2022-09-27T12:00:44+00:00","dateModified":"2023-12-20T22:59:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/"},"wordCount":3794,"publisher":{"@id":"https:\/\/www.humrro.org\/corpsite\/#organization"},"image":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage"},"thumbnailUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg","keywords":["gavanoshea"],"articleSection":["HumRRO Blogs"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/","url":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/","name":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again | HumRRO","isPartOf":{"@id":"https:\/\/www.humrro.org\/corpsite\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage"},"image":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage"},"thumbnailUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg","datePublished":"2022-09-27T12:00:44+00:00","dateModified":"2023-12-20T22:59:30+00:00","breadcrumb":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#primaryimage","url":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg","contentUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2022\/09\/0922_Structured-Interview_Blog_1200x628.jpg","width":1200,"height":628,"caption":"Two people sitting across from each other at a table filling out a questionnaire"},{"@type":"BreadcrumbList","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/is-cognitive-ability-the-best-predictor-of-job-performance-new-research-says-its-time-to-think-again\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.humrro.org\/corpsite\/"},{"@type":"ListItem","position":2,"name":"Is Cognitive Ability the Best Predictor of Job Performance? New Research Says It\u2019s Time to Think Again"}]},{"@type":"WebSite","@id":"https:\/\/www.humrro.org\/corpsite\/#website","url":"https:\/\/www.humrro.org\/corpsite\/","name":"HumRRO","description":"The Human Resources Research Organization","publisher":{"@id":"https:\/\/www.humrro.org\/corpsite\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.humrro.org\/corpsite\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.humrro.org\/corpsite\/#organization","name":"The Human Resources Research Organization (HumRRO)","url":"https:\/\/www.humrro.org\/corpsite\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.humrro.org\/corpsite\/#\/schema\/logo\/image\/","url":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2019\/03\/humrro-logo.png","contentUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2019\/03\/humrro-logo.png","width":250,"height":64,"caption":"The Human Resources Research Organization (HumRRO)"},"image":{"@id":"https:\/\/www.humrro.org\/corpsite\/#\/schema\/logo\/image\/"},"sameAs":["http:\/\/www.facebook.com\/pages\/Human-Resources-Research-Organization-HumRRO\/161583990533313","https:\/\/x.com\/HumRROorg","http:\/\/www.linkedin.com\/company\/40615","http:\/\/www.youtube.com\/user\/humrro"]},{"@type":"Person","@id":"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853","name":"vc","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ef13e96210781d95d76b050ce5bce53bc436cc7d0e8767ba6d7e399150629986?s=96&d=mm&r=g","caption":"vc"}}]}},"_links":{"self":[{"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts\/5963","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/comments?post=5963"}],"version-history":[{"count":8,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts\/5963\/revisions"}],"predecessor-version":[{"id":5972,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts\/5963\/revisions\/5972"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/media\/5964"}],"wp:attachment":[{"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/media?parent=5963"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/categories?post=5963"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/tags?post=5963"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}