{"id":6207,"date":"2023-03-23T01:00:55","date_gmt":"2023-03-23T05:00:55","guid":{"rendered":"https:\/\/www.humrro.org\/corpsite\/?p=6207"},"modified":"2024-08-08T11:51:19","modified_gmt":"2024-08-08T15:51:19","slug":"exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success","status":"publish","type":"post","link":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/","title":{"rendered":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success"},"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>Traditionally, states have evaluated student performance using end-of-year summative assessments, which produce cut scores that classify examinees into broad performance categories, such as, \u201cNearing Proficiency\u201d or \u201cProficient.\u201d Such classifications indicate what students know and can do, but they do not provide specific, targeted statements about examinee abilities. In addition, because summative assessments are administered at the end of the year when students are about to move on to another grade, they provide little opportunity for intervention during the school year.<\/h3>\n<p>Enter Cognitive Diagnostic Models (CDMs), a class of psychometric methods that provide a different way to describe how an examinee performed on a test. Rather than reporting a scaled score, CDMs provide a score profile that describes what specific skills and concepts on the test an examinee appears to have mastered or not mastered. The entire idea is to offer diagnostic information to educators and parents that can guide instruction for immediate intervention instead of providing a broad statement about performance like scaled scores do.<\/p>\n<p>CDMs can be particularly useful for formative assessments, such as interim and through-year assessments. While not new, interest in CDMs in school districts and the measurement community is growing. Additionally, states have begun piloting more frequent, interim assessments through the U.S. Department of Education\u2019s Innovative Assessment Demonstration Authority (IADA) program. Districts applied for the program with plans using innovative, interim assessment methods, such as CDMs, that are tailored to individual student needs.<\/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;\">Examinee Skills and Concepts Profiles<\/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>Rather than listing an overall total score, as is typical end-of-year score reports, the main result of a CDM is a student \u201cskill profile.\u201d The profile includes multiple columns with specific skills, such as subtracting two-digit numbers or decoding multisyllabic words and assigns a number under each individual skill being assessed. For example, a &#8220;1&#8221; indicates that there is evidence the examinee has demonstrated mastery of the skill or concept and a \u201c0\u201d indicates that there is no evidence of mastery. Some score profiles might replace the 1s and 0s with the probabilities of mastery estimated by the CDM.<\/p>\n<p>CDM profiles indicate the presence or absence of specified skills and concepts. They are intended to guide instructional planning for each individual student. Given their relatively immediate impact on individual students, ensuring the quality of such assessments is of great importance, as explained in the HumRRO blog, <a href=\"https:\/\/www.humrro.org\/corpsite\/blog\/ensuring-the-quality-of-nontraditional-educational-assessment-systems\/\">Ensuring the Quality of Nontraditional Educational Assessment Systems<\/a>.<\/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;\"><p>CDMs for Formative Assessment:<br \/>\nInterim and Through-Year Assessments<\/p><\/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-3\"><p>We believe the application of CDM analysis is most fruitful at the local level where formative assessments are tailored to instruction and can provide actionable feedback to teachers about which of their students have probably mastered which content standards\u2014that is, learning outcomes\u2014and their current learning needs. The most prevalent commercial offerings can be referred to as interim assessments. The hottest topic in discussions these days is through-year assessments (TYAs).<\/p>\n<p>TYA designs are receiving widespread attention at the moment. The prevailing design concept here is that a fall version of this formative assessment, for example, would assess only those content standards that are covered during the fall instructional period. The TYA administered in the winter might assess only those content standards that were covered during that instructional period and so forth. TYAs are often referred to as \u201ccurriculum-aligned\u201d or \u201cinstructionally-aligned\u201d and follow school district curriculum pacing guides.<\/p>\n<p>CDM analysis and reporting may be most appropriate for TYAs, where the Q-matrix can focus on skill and concept profiles that are consistent with the content standards covered during a specific period of instruction. Vendors must offer considerable flexibility in creating Q-Matrices that align with differences among school district pacing guides.<\/p>\n<blockquote>\n<p><span style=\"font-style: normal;\">For a more detailed analysis, please read, <a href=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/Cognitive_Diagnostic_Models-A_Gentle_Introduction_and_Exploration_of_Their_Potential_Use_for_Formative_Assessment.pdf\" target=\"_blank\" rel=\"noopener\">Cognitive Diagnostic Models (CDMs): A Gentle Introduction and Exploration of Their Potential Use for Formative Assessment<\/a>, by HumRRO Vice President, <a href=\"https:\/\/www.humrro.org\/corpsite\/profile\/harold-doran\/\" target=\"_blank\" rel=\"noopener\">Harold Doran<\/a>, Ed.D., Principal Scientist <a href=\"https:\/\/www.humrro.org\/corpsite\/profile\/steve-ferrara\/\" target=\"_blank\" rel=\"noopener\">Steve Ferrara<\/a>, Ph.D., Senior Scientist Hye-Jeong Choi, Ph.D., and Research Scientist, Nnamdi Ezike, Ph.D.<\/span><\/p>\n<\/blockquote>\n<p>In the paper, we describe CDMs and offer considerations relevant to their practical, operational use in state and district assessment programs. We start from the proposition that the term \u201cdiagnostic\u201d refers to providing actionable feedback on skills and concepts that students likely have mastered, and their specific learning needs. To us, this is about formative assessment, in that teachers can use the feedback from CDMs to design instruction around learners\u2019 needs. HumRRO\u2019s expert <a href=\"https:\/\/www.humrro.org\/corpsite\/what-we-do\/education-research-evaluation\/psychometric-quality-assurance\/\" target=\"_blank\" rel=\"noopener\">psychometric services<\/a> can assist clients in establishing and improving the quality of their assessment programs.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/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:30px;padding-right:30px;padding-bottom:40px;padding-left:30px;margin-bottom: 30px;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\/2019\/01\/bannerdark-blue-pattern-1024x373.jpg\" ><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-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; text-align: center;\"><strong>Authors:<\/strong><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_2 1_2 fusion-one-half fusion-column-first\" style=\"width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );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-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\/harold-doran\/\" target=\"_self\" aria-label=\"Harold Doran, Vice President\"><img decoding=\"async\" width=\"350\" height=\"350\" alt=\"Harold Doran, Vice President\" src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/05\/Doran-Harold.jpg\" data-orig-src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/05\/Doran-Harold.jpg\" class=\"lazyload img-responsive wp-image-4971\" 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\/05\/Doran-Harold-200x200.jpg 200w, https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2021\/05\/Doran-Harold.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-5\"><h2 style=\"color: #ffffff; font-weight: 600; margin: 0; font-size: 21px;\">Harold Doran, Ed.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 .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\/harold-doran\/\"><span class=\"fusion-button-text\">Contact Harold<\/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 class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_2 1_2 fusion-one-half fusion-column-last\" style=\"width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );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-2 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-2 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;\"><img decoding=\"async\" width=\"350\" height=\"350\" alt=\"Steve Ferrara, Ph.D. - Principal Scientist\" title=\"Steve Ferrara, Ph.D. &#8211; Principal Scientist\" src=\"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-orig-src=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/01\/Steve-Ferrara-headshot.gif\" class=\"lazyload img-responsive wp-image-6109\"\/><\/span><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-3 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\"><h2 style=\"color: #ffffff; font-weight: 600; margin: 0; font-size: 21px;\">Steve Ferrara, Ph.D.<\/h2>\n<\/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":6208,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-6207","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | 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\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | HumRRO\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\" \/>\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=\"2023-03-23T05:00:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-08T15:51:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.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=\"7 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\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\"},\"author\":{\"name\":\"vc\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853\"},\"headline\":\"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success\",\"datePublished\":\"2023-03-23T05:00:55+00:00\",\"dateModified\":\"2024-08-08T15:51:19+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\"},\"wordCount\":3056,\"publisher\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg\",\"articleSection\":[\"HumRRO Blogs\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\",\"name\":\"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | HumRRO\",\"isPartOf\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg\",\"datePublished\":\"2023-03-23T05:00:55+00:00\",\"dateModified\":\"2024-08-08T15:51:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage\",\"url\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg\",\"contentUrl\":\"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg\",\"width\":1200,\"height\":628,\"caption\":\"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.humrro.org\/corpsite\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success\"}]},{\"@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":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | 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\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/","og_locale":"en_US","og_type":"article","og_title":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | HumRRO","og_url":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/","og_site_name":"HumRRO","article_publisher":"http:\/\/www.facebook.com\/pages\/Human-Resources-Research-Organization-HumRRO\/161583990533313","article_published_time":"2023-03-23T05:00:55+00:00","article_modified_time":"2024-08-08T15:51:19+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.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":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#article","isPartOf":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/"},"author":{"name":"vc","@id":"https:\/\/www.humrro.org\/corpsite\/#\/schema\/person\/85497948b41818a3043ac94a7af08853"},"headline":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success","datePublished":"2023-03-23T05:00:55+00:00","dateModified":"2024-08-08T15:51:19+00:00","mainEntityOfPage":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/"},"wordCount":3056,"publisher":{"@id":"https:\/\/www.humrro.org\/corpsite\/#organization"},"image":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage"},"thumbnailUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg","articleSection":["HumRRO Blogs"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/","url":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/","name":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success | HumRRO","isPartOf":{"@id":"https:\/\/www.humrro.org\/corpsite\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage"},"image":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage"},"thumbnailUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg","datePublished":"2023-03-23T05:00:55+00:00","dateModified":"2024-08-08T15:51:19+00:00","breadcrumb":{"@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#primaryimage","url":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg","contentUrl":"https:\/\/www.humrro.org\/corpsite\/wp-content\/uploads\/2023\/03\/0323-Blog_Ferrara_1200x628_Final.jpg","width":1200,"height":628,"caption":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success"},{"@type":"BreadcrumbList","@id":"https:\/\/www.humrro.org\/corpsite\/blog\/exploring-the-use-of-cognitive-diagnostic-models-cdms-in-formative-assessments-to-deliver-tailored-student-instruction-and-success\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.humrro.org\/corpsite\/"},{"@type":"ListItem","position":2,"name":"Exploring the Use of Cognitive Diagnostic Models (CDMs) in Formative Assessments to Deliver Tailored Student Instruction and Success"}]},{"@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\/6207","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=6207"}],"version-history":[{"count":9,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts\/6207\/revisions"}],"predecessor-version":[{"id":7043,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/posts\/6207\/revisions\/7043"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/media\/6208"}],"wp:attachment":[{"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/media?parent=6207"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/categories?post=6207"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.humrro.org\/corpsite\/wp-json\/wp\/v2\/tags?post=6207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}