{"id":6032,"date":"2022-11-22T09:00:13","date_gmt":"2022-11-22T14:00:13","guid":{"rendered":"https:\/\/www.humrro.org\/corpsite\/?p=6032"},"modified":"2022-11-22T10:49:49","modified_gmt":"2022-11-22T15:49:49","slug":"journal-of-educational-measurement-special-issue-on-ai-edited-by-humrros-david-dorsey-and-hillary-michaels","status":"publish","type":"post","link":"https:\/\/www.humrro.org\/corpsite\/blog\/journal-of-educational-measurement-special-issue-on-ai-edited-by-humrros-david-dorsey-and-hillary-michaels\/","title":{"rendered":"<em>Journal of Educational Measurement<\/em> Special Issue on AI Edited by HumRRO\u2019s David Dorsey and Hillary Michaels"},"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 class=\"fusion-responsive-typography-calculated\" style=\"--fontsize: 18; line-height: 1.5;\" data-fontsize=\"18\" data-lineheight=\"27px\">HumRRO Vice President, <a href=\"https:\/\/www.humrro.org\/corpsite\/profile\/david-dorsey\/\" target=\"_blank\" rel=\"noopener\">David Dorsey<\/a>, Ph.D., and HumRRO Director of Education, <a style=\"white-space: nowrap;\" href=\"https:\/\/www.humrro.org\/corpsite\/profile\/hillary-michaels\/\" target=\"_blank\" rel=\"noopener\">Hillary Michaels<\/a>, Ph.D., leveraged their unique expertise and experience to edit the Fall 2022 Special Issue of the <i>Journal of Educational Measurement<\/i>.<\/h3>\n<p>The issue, <a href=\"https:\/\/onlinelibrary.wiley.com\/toc\/17453984\/2022\/59\/3\" target=\"_blank\" rel=\"noopener\">Validity Arguments Meet Artificial Intelligence in Innovative Educational Assessment<\/a>, discusses artificial intelligence (AI)-enabled assessments\u2014tools used in organizational and workforce development and, increasingly, in education that have intrigued scientists and practitioners. While AI presents the lure of efficiency and effectiveness, Dorsey and Michaels caution that users must maintain high standards for validity and fairness, which can be challenging in the complicated world of AI-enabled assessment.<\/p>\n<p>With that in mind, Dorsey and Michaels curated a series of original research articles from practitioners and researchers that tackle the challenges of AI validity arguments in educational assessment domains. Specifically, the articles explore how AI impacts Evidence-Centered Design (ECD) and development from assessment concept and coding to scoring and reporting. They also present information on ways to ensure that bias is not built into these systems. Lastly, they discuss future horizons, many that are almost here, for maximizing what AI offers while minimizing negative effects on test takers and programs.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-bg-parallax\" data-bg-align=\"center center\" data-direction=\"up\" data-mute=\"false\" data-opacity=\"100\" data-velocity=\"-0.3\" data-mobile-enabled=\"false\" data-break_parents=\"0\" data-bg-image=\"https:\/\/www.humrro.org\/dev\/corpsite_wp\/wp-content\/uploads\/2019\/02\/humrro-cubes-pattern-lightest.png\" data-bg-repeat=\"true\" ><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-parallax-up nonhundred-percent-fullwidth non-hundred-percent-height-scrolling lazyload\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-bottom: 40px;margin-top: 0px;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" data-bg=\"https:\/\/www.humrro.org\/dev\/corpsite_wp\/wp-content\/uploads\/2019\/02\/humrro-cubes-pattern-lightest.png\" ><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:repeat;padding: 40px 40px 20px 40px;\"><div class=\"fusion-text fusion-text-2\"><h2 style=\"margin: 0px; text-align: center;\"><sup><span class=\"fa-fw select-all fas\" style=\"color: #96c121;\">\uf10d<\/span><\/sup> It was an honor to work with some of the top educational measurement specialists in the field to wrestle with tough issues around AI-enabled assessments and validity arguments. This topic will surely remain important for the field going forward, so our hope was to begin a conversation and start an exploration of related topics. <sub><span class=\"fa-fw select-all fas\" style=\"color: #96c121;\">\uf10e<\/span><\/sub><\/h2>\n<h2 style=\"text-align: center; margin-bottom: 0;\">\u2014 <strong>Hillary Michaels, Ph.D.<\/strong><\/h2>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"background-color: rgba(255,255,255,0);background-position: center center;background-repeat: no-repeat;border-width: 0px 0px 0px 0px;border-color:#eae9e9;border-style:solid;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start\" style=\"max-width:1216.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" 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;\"><style type=\"text\/css\">@media only screen and (max-width:1024px) {.fusion-title.fusion-title-1{margin-top:0px!important; margin-right:0px!important;margin-bottom:35px!important;margin-left:0px!important;}}@media only screen and (max-width:640px) {.fusion-title.fusion-title-1{margin-top:0px!important; margin-right:0px!important;margin-bottom:20px!important; margin-left:0px!important;}}<\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"margin-top:0px;margin-right:0px;margin-bottom:35px;margin-left:0px;\"><h3 class=\"title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;color:var(--awb-color6);--fontSize:18;line-height:1.5;\">The JEM Special Issue includes the following articles:<\/h3><\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-6 fusion-content-boxes-1 content-boxes-icon-on-side content-left\" data-animationOffset=\"top-into-view\" style=\"margin-top:0px;margin-bottom:0px;\"><style type=\"text\/css\">.fusion-content-boxes-1 .heading .content-box-heading {color:var(--awb-color5);}\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 link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12332\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Optimizing Implementation of Artificial-Intelligence-Based Automated Scoring: An Evidence Centered Design Approach for Designing Assessments for AI-Based Scoring.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">Co-authored by Educational Testing Services\u2019 Kadriye Ercikan and Daniel F. McCaffrey, the article reviews AI-based scoring methodologies in educational assessments. Ercikan and McCaffrey give recommendations for defining construct, task, and evidence models to guide task and assessment design that optimize the development and implementation of AI-based automated scoring of constructed response items and support the validity of inferences from and uses of scores.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12332\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/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 link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12333\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Validity Arguments for AI-Based Automated Scores: Essay Scoring as an Illustration.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">Steve Ferrara of Cognia and Saed Qunbar of Workera argue that automated scoring engines should be transparent and construct relevant\u2014at least as much as is presently feasible. The co-authors address the current limitations on evidence and validity arguments for scores from automated scoring engines from the points of view of the <i>Standards for Educational and Psychological Testing<\/i>. The authors address issues such as construct relevance, construct representation, fairness, and emerging principles in AI.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12333\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/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 link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12336\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Anchoring Validity Evidence for Automated Essay Scoring.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">Performance Assessment Analytics\u2019 Mark D. Shermis also discusses the challenge of automated essay scoring validity, particularly in the absence of a commonly held definition and theory of good writing. At best, he notes, the algorithms attempt to measure select attributes of writing and calibrate them against human ratings with the goal of accurate prediction of scores for new essays. Sometimes these attributes are based on the fundamentals of writing, such as fluency, but quite often they are based on locally developed rubrics that may be confounded with specific content coverage expectations. This lack of transparency makes it difficult to provide systematic evidence that machine scoring is assessing writing versus slices or correlates of writing performance.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12336\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/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-in-row\"><div class=\"col content-box-wrapper content-wrapper link-area-link-icon link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12335\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Psychometric Methods to Evaluate Measurement and Algorithmic Bias in Automated Scoring.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">Matthew S. Johnson, Xiang Liu, and Daniel F. McCaffrey of Educational Testing Services provide definitions of fairness and discuss ways in which modeling decisions and the predictive methods used in automated scoring can lead to biased, and thus unfair automated scores. They then introduce two simple methods for evaluating bias, evaluate their statistical properties through simulation, and apply these methods to a large-scale reading assessment.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12335\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-5 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 link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12334\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Toward Argument-Based Fairness with an Application to AI-Enhanced Educational Assessments.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">A. Corinne Huggins-Manley of the University of Florida, and Brandon M. Booth and Sidney K. D\u2019Mello of the University of Colorado argue that a more flexible approach to fairness arguments that occurs outside of and complementary to validity arguments is required to address many of the views on fairness that a set of assessment stakeholders may hold. The article focuses on two contributions: introducing the argument-based fairness approach to complement argument-based validity for both traditional and AI-enhanced assessments; and applying it in an illustrative AI assessment of perceived hireability in automated video interviews used to prescreen job candidates.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12334\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-column content-box-column content-box-column content-box-column-6 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 link-type-text 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\"><a class=\"heading-link\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12330\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"border-color:#333333;border-width:0px;background-color:var(--awb-color4);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-file-alt fas circle-yes\"><\/i><\/div><h2 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"font-size:19px;--fontSize:19;line-height:1.5;padding-left:62px;\">Validity Arguments Meet Artificial Intelligence in Innovative Educational Assessment: A Discussion and Look Forward.<\/h2><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\" style=\"padding-left:62px;color:var(--awb-custom13);\">\n<p style=\"margin-bottom: 20px;\">Dorsey and Michaels conclude the special issue with an overall discussion and point to future emerging trends in AI that might shape our approach to validity and building validity arguments.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more\" style=\"margin-left:62px;\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jedm.12330\" target=\"_blank\" rel=\"noopener noreferrer\">Read Article<\/a><div class=\"fusion-clearfix\"><\/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><style type=\"text\/css\">.fusion-body .fusion-builder-column-2{width:100% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-2 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-2{width:100% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-2{width:100% !important;order : 0;}.fusion-builder-column-2 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\" 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-3\" style=\"margin-top:-10px;\"><p>\u201cFor those interested in AI-enabled assessments\u2014practitioners and researchers alike\u2014it is critical that we keep validity arguments front and center,\u201d said Dorsey. \u201cFor this special issue, we sought to find contributions that showed a way forward for ensuring that our ability to produce robust validity arguments keeps pace with the ever-increasing power of AI.\u201d<\/p>\n<\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-builder-column-3{width:100% !important;margin-top : 0px;margin-bottom : 20px;}.fusion-builder-column-3 > .fusion-column-wrapper {padding-top : 0px !important;padding-right : 0px !important;margin-right : 1.92%;padding-bottom : 0px !important;padding-left : 0px !important;margin-left : 1.92%;}@media only screen and (max-width:1024px) {.fusion-body .fusion-builder-column-3{width:100% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}@media only screen and (max-width:640px) {.fusion-body .fusion-builder-column-3{width:100% !important;order : 0;}.fusion-builder-column-3 > .fusion-column-wrapper {margin-right : 1.92%;margin-left : 1.92%;}}<\/style><\/div><\/div><style type=\"text\/css\">.fusion-body .fusion-flex-container.fusion-builder-row-3{ padding-top : 0px;margin-top : 0px;padding-right : 0px;padding-bottom : 0px;margin-bottom : 0px;padding-left : 0px;}<\/style><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 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-4 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\/rod-mccloy\/\" target=\"_self\" aria-label=\"David Dorsey &#8211; Vice President, Business Development\"><img decoding=\"async\" width=\"350\" height=\"350\" alt=\"David Dorsey - Vice President, Business Development\" src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/07\/DavidDorsey_350x350.jpg\" data-orig-src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/07\/DavidDorsey_350x350.jpg\" class=\"lazyload img-responsive wp-image-5129\" 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\/2021\/07\/DavidDorsey_350x350-200x200.jpg 200w, https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/07\/DavidDorsey_350x350.jpg 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-4\"><p style=\"color: #96c121;\"><strong>For more information, contact:<\/strong><\/p>\n<h2 style=\"color: #ffffff; font-weight: 600; margin: 0;\">David Dorsey, Ph.D.<\/h2>\n<h3 style=\"color: #ffffff; margin-top: 0;\"><em>Vice President<\/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 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