{"id":18375,"date":"2024-04-04T15:05:41","date_gmt":"2024-04-04T19:05:41","guid":{"rendered":"https:\/\/eiaschum.ca\/referentiel-de-competences-eias\/"},"modified":"2025-11-18T15:48:19","modified_gmt":"2025-11-18T20:48:19","slug":"competency-framework-eias","status":"publish","type":"page","link":"https:\/\/eiaschum.ca\/en\/competency-framework-eias\/","title":{"rendered":"Competency Framework for AI integration in Healthcare"},"content":{"rendered":"<section class=\"wpb-content-wrapper\">[vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478447852{margin-bottom: 0px !important;}&#8221;]\n<h2>Competency Framework for AI Integration in Healthcare<\/h2>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478342269{margin-bottom: 0px !important;}&#8221;]\n<h3><strong>Why develop a competency framework?<\/strong><\/h3>\n<p>Artificial intelligence (AI) is revolutionizing the way we work. Despite its promising potential, its implementation is not automatic. Our analyses highlight that while technical skills are essential, they are not sufficient on their own. It is crucial to possess a set of fundamentally human competencies to integrate AI for the benefit of patients and the general population.<\/p>\n<p>The School of Artificial Intelligence in Healthcare (SAIH) of the Centre hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al (CHUM) has designed a unique competency framework to facilitate a better integration of AI into healthcare.<\/p>\n<p><strong>Explore AI-healthcare competencies at your own pace with a variety of tools at your disposal.\u00a0<\/strong>[\/vc_column_text][vc_row_inner attached=&#8221;true&#8221; column_padding=&#8221;1&#8243;][vc_column_inner width=&#8221;1\/4&#8243; css=&#8221;.vc_custom_1718302825890{margin-right: 0px !important;margin-left: 0px !important;}&#8221;][vc_btn title=&#8221;Competency Framework&#8221; style=&#8221;classic&#8221; shape=&#8221;square&#8221; color=&#8221;primary&#8221; align=&#8221;center&#8221; i_icon_fontawesome=&#8221;fas fa-bullseye&#8221; button_block=&#8221;true&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:%23referentiel&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_btn title=&#8221;Interactive tool&#8221; style=&#8221;classic&#8221; shape=&#8221;square&#8221; color=&#8221;primary&#8221; align=&#8221;center&#8221; i_icon_fontawesome=&#8221;fas fa-mouse-pointer&#8221; button_block=&#8221;true&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:%23outil&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_btn title=&#8221;Guide&#8221; style=&#8221;classic&#8221; shape=&#8221;square&#8221; color=&#8221;primary&#8221; align=&#8221;center&#8221; i_icon_fontawesome=&#8221;fas fa-book-open&#8221; button_block=&#8221;true&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:%23guide&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][vc_btn title=&#8221;Video&#8221; style=&#8221;classic&#8221; shape=&#8221;square&#8221; color=&#8221;primary&#8221; align=&#8221;center&#8221; i_icon_fontawesome=&#8221;fab fa-youtube&#8221; button_block=&#8221;true&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D7sWapM7pB6k&#8221;][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_id=&#8221;referentiel&#8221;][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; column_padding=&#8221;2&#8243; css=&#8221;.vc_custom_1718302204303{padding-top: 15px !important;background-color: #eeeeee !important;}&#8221; el_class=&#8221;referentiel&#8221;][vc_column][vc_row_inner is_fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1715181711331{margin-top: 0px !important;margin-bottom: 20px !important;}&#8221;][vc_column_inner][vc_column_text css=&#8221;.vc_custom_1763478456378{margin-bottom: 0px !important;padding-top: 10px !important;}&#8221;]\n<h3><em><strong>Competency Framework for AI Integration in Healthcare<\/strong><\/em><\/h3>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; column_padding=&#8221;2&#8243; css=&#8221;.vc_custom_1712263713311{padding-top: 15px !important;background-color: #eeeeee !important;}&#8221;][vc_column][vc_row_inner is_fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1715181711331{margin-top: 0px !important;margin-bottom: 20px !important;}&#8221;][vc_column_inner width=&#8221;1\/2&#8243;][vc_single_image image=&#8221;18390&#8243; img_size=&#8221;full&#8221;][vc_column_text css=&#8221;.vc_custom_1763478490061{margin-bottom: 0px !important;}&#8221;]\n<p style=\"font-size: 0.8em;\">Healthcare AI Competency Framework\u202f\u00a9 2020\u202fby\u202fThe CHUM School of Artificial Intelligence in Healthcare (SAIH)\u202fis licensed under <a style=\"text-decoration: underline;\" href=\"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/?ref=chooser-v1\" target=\"_blank\" rel=\"noreferrer noopener\">CC BY-NC-ND 4.0<\/a><\/p>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243; css=&#8221;.vc_custom_1715283625679{margin-top: 20% !important;padding-left: 40px !important;}&#8221;][mk_icon_box icon=&#8221;mk-icon-square&#8221; text_size=&#8221;15&#8243; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;medium&#8221; icon_color=&#8221;#16355d&#8221; margin=&#8221;0&#8243;]\n<p style=\"padding-top: 3%;\"><strong>Enabling mindsets for AI integration<\/strong><\/p>\n[\/mk_icon_box][mk_icon_box icon=&#8221;mk-icon-square&#8221; text_size=&#8221;15&#8243; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;medium&#8221; icon_color=&#8221;#74b848&#8243; margin=&#8221;0&#8243;]\n<p style=\"padding-top: 3%;\"><strong>Human competencies for AI integration<\/strong><\/p>\n[\/mk_icon_box][mk_icon_box icon=&#8221;mk-icon-square&#8221; text_size=&#8221;15&#8243; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;medium&#8221; icon_color=&#8221;#71cbf2&#8243; margin=&#8221;0&#8243;]\n<p style=\"padding-top: 3%;\"><strong>Specific competencies for AI integration<\/strong><\/p>\n[\/mk_icon_box][mk_icon_box icon=&#8221;mk-icon-square&#8221; text_size=&#8221;15&#8243; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;medium&#8221; icon_color=&#8221;#15a88f&#8221; margin=&#8221;0&#8243;]\n<p style=\"padding-top: 3%;\"><strong>Human-AI interface competencies<\/strong><\/p>\n[\/mk_icon_box][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1712261844393{margin-top: 40px !important;margin-bottom: 10px !important;background-color: #ffffff !important;}&#8221;][vc_column][vc_row_inner is_fullwidth_content=&#8221;false&#8221;][vc_column_inner][vc_column_text css=&#8221;.vc_custom_1763478930059{margin-bottom: 0px !important;}&#8221;]\n<h3><strong>A rigorous development process<\/strong><\/h3>\n<p>The <em>Competency Framework for Artificial Intelligence in Healthcare<\/em> is the culmination of <strong>18\u202fmonths<\/strong> of research, including analysis, development, and validation. It was developed through a <strong>consultative process<\/strong> involving collaboration with experts in andragogy, AI specialists, as well as healthcare professionals, and patient.<\/p>\n<p>The selection and conceptualization of these competencies are based on data gathered and synthesized from a<strong> variety of sources<\/strong>, including:[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner is_fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1715182784912{padding-bottom: 10px !important;}&#8221;][vc_column_inner width=&#8221;1\/4&#8243;][mk_icon_box icon=&#8221;mk-icon-group&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; rounded_circle=&#8221;true&#8221; icon_color=&#8221;#21a991&#8243;]\n<p style=\"text-align: left;\"><strong>Co-construction workshops<\/strong>:<br \/>\nmore than<strong><strong>30<\/strong>\u202fspecialists<\/strong>;[\/mk_icon_box][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_icon_box icon=&#8221;mk-moon-reading&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; rounded_circle=&#8221;true&#8221; icon_color=&#8221;#21a991&#8243;]\n<p style=\"text-align: left;\"><strong>Literature review\u202f<\/strong>:<br \/>\nmore than <strong>200<\/strong>\u202fscientific and professional publications;[\/mk_icon_box][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_icon_box icon=&#8221;mk-moon-stack-list&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; rounded_circle=&#8221;true&#8221; icon_color=&#8221;#21a991&#8243;]\n<p style=\"text-align: left;\"><strong>External benchmarking\u202f:<\/strong><br \/>\naround <strong>20<\/strong> comparable frameworks;[\/mk_icon_box][\/vc_column_inner][vc_column_inner width=&#8221;1\/4&#8243;][mk_icon_box icon=&#8221;mk-moon-bubble-check&#8221; font_weight=&#8221;bold&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; icon_color=&#8221;#21a991&#8243; margin=&#8221;0&#8243;]\n<p style=\"text-align: left;\"><strong>Consultations\u202f<\/strong>:<br \/>\nSurvey responses from approximately <strong>100<\/strong> SAIH learners.[\/mk_icon_box][\/vc_column_inner][\/vc_row_inner][vc_row_inner el_id=&#8221;outil&#8221;][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1763495391774{background-color: #eeeeee !important;}&#8221;][vc_column][vc_row_inner css=&#8221;.vc_custom_1715183243662{padding-top: 5% !important;}&#8221;][vc_column_inner][vc_column_text css=&#8221;.vc_custom_1763479265377{margin-bottom: 0px !important;}&#8221;]\n<h3><strong>Interactive tool<\/strong><\/h3>\n<p>Familiarize yourself with the competency framework by exploring the 3\u202fmodules of our interactive tool. <em>Discover the competencies for your future in the healthcare sector! <\/em>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner][vc_column_inner width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-icon-binoculars&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; icon_color=&#8221;#0c4977&#8243;]<strong>Module\u202f1: Exploration<br \/>\n(15 minutes)<\/strong><br \/>\nVisualize the model to understand its mechanics.[\/mk_icon_box][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-moon-brain&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; icon_color=&#8221;#0c4977&#8243;]<strong>Module\u202f2: Consolidation<br \/>\n(5 minutes)<\/strong><br \/>\nReinforce concepts related to acquired competencies.[\/mk_icon_box][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-moon-stack-checkmark&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; icon_color=&#8221;#0c4977&#8243;]<strong>Module\u202f3: Testing<br \/>\n(5 minutes)<\/strong><br \/>\nFurther extend acquired knowledge.[\/mk_icon_box][\/vc_column_inner][\/vc_row_inner][vc_row_inner css=&#8221;.vc_custom_1715183093623{padding-bottom: 5% !important;}&#8221;][vc_column_inner][vc_column_text css=&#8221;.vc_custom_1763495468464{margin-bottom: 0px !important;}&#8221;]\n<div style=\"width: 100%;\">\n<div style=\"position: relative; padding-bottom: 56.25%; padding-top: 0; height: 0;\"><iframe loading=\"lazy\" style=\"position: absolute; top: 0; left: 0; width: 100%; height: 100%;\" title=\"Outil interactif - Version finale EN\" src=\"https:\/\/view.genially.com\/66e9a610de117ae8a5cafea3\" width=\"1200\" height=\"675\" frameborder=\"0\" scrolling=\"yes\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/div>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; css=&#8221;.vc_custom_1715180736106{padding-top: 5% !important;padding-bottom: 5% !important;background-color: #ffffff !important;}&#8221;][vc_column][vc_column_text css=&#8221;.vc_custom_1763480179209{margin-bottom: 0px !important;}&#8221;]\n<h2>What are the distinctive features of the competency framework?<\/h2>\n<p>The <em>Competency Framework for Artificial Intelligence in Healthcare<\/em> stands out from other existing frameworks thanks to its distinctive characteristics:[\/vc_column_text][mk_custom_list]\n<ul>\n<li>Emphasis on <strong>cross-functional and fundamental competencies<\/strong>, applicable across healthcare functions;<\/li>\n<li>Hierarchical organization of concepts along <strong>two axes<\/strong>, as opposed to a list of competencies;<\/li>\n<li>Integration of both <strong>general<\/strong> and <strong>technical competencies;<\/strong><\/li>\n<li>Consultation with experts in <strong>education<\/strong>, <strong>formation<\/strong>, and <strong>AI<\/strong>;<\/li>\n<li>Incorporation of theoretical concepts in <strong>andragogy<\/strong>, <strong>psychology<\/strong>, and <strong>management<\/strong> to facilitate change and adaptation;<\/li>\n<li><strong>Envolving<\/strong> nature to support digital transformation;<\/li>\n<li><strong>Intersectoral<\/strong> and <strong>interdisciplinary<\/strong> perspectives built into its design.<\/li>\n<\/ul>\n[\/mk_custom_list][vc_row_inner el_id=&#8221;guide&#8221;][vc_column_inner][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row fullwidth=&#8221;true&#8221; fullwidth_content=&#8221;false&#8221; video_bg=&#8221;true&#8221; video_bg_url=&#8221;https:\/\/www.youtube.com\/watch?v=yMJCcKyorfs&#8221; css=&#8221;.vc_custom_1718302452668{margin-bottom: 0px !important;padding-top: 4% !important;padding-bottom: 4% !important;background-color: #16355d !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;18359&#8243; img_size=&#8221;full&#8221; style=&#8221;vc_box_shadow_border&#8221;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_column_text css=&#8221;.vc_custom_1763480819473{margin-bottom: 0px !important;padding-top: 10% !important;}&#8221;]\n<h3><span style=\"color: #ffffff;\">Competency Framework for Artificial Intelligence in Healthcare Guide<\/span><\/h3>\n<h4><span style=\"color: #ffffff;\">Fostering the Adoption of AI for the Benefit of Patients<\/span><\/h4>\n<p><span style=\"color: #ffffff;\">In 2024, the CHUM School of Artificial Intelligence in Healthcare (SAIH) developed a guide to help raise awareness and improve training and development to support the integration of AI in healthcare.<\/span><\/p>\n<p><span style=\"color: #71cbf2;\"><a style=\"color: #71cbf2; text-decoration: underline;\" href=\"https:\/\/issuu.com\/chumontreal\/docs\/guidebook_on_the_competency_framework_for_artifici\">Explore the guide and discover the competencies that will shape your future in the healthcare sector!<\/a><\/span>[\/vc_column_text][\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1651602955166{margin-top: 40px !important;margin-bottom: 10px !important;}&#8221;][vc_column][vc_column_text css=&#8221;.vc_custom_1763480945414{margin-bottom: 0px !important;}&#8221;]\n<h4>How does the SAIH utilize the competency framework in its projects?<\/h4>\n<p>All learning activities proposed by the SAIH are based on this framework. It will soon be possible to refer to it to select learning activities and personalize your training path.[\/vc_column_text][\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1651602814359{margin-bottom: 0px !important;padding-bottom: 0px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-icon-group&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; rounded_circle=&#8221;true&#8221; icon_location=&#8221;top&#8221; icon_color=&#8221;#21a991&#8243; txt_link_color=&#8221;#21a991&#8243;]\n<p style=\"text-align: center;\"><strong>Individuals<\/strong><br \/>\nGuide the professional development of learners.[\/mk_icon_box][\/vc_column][vc_column width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-icon-user&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; rounded_circle=&#8221;true&#8221; icon_location=&#8221;top&#8221; icon_color=&#8221;#21a991&#8243;]\n<p style=\"text-align: center;\"><strong>Trainers<\/strong><br \/>\nStructure the development of learning activities.[\/mk_icon_box][\/vc_column][vc_column width=&#8221;1\/3&#8243;][mk_icon_box icon=&#8221;mk-icon-building&#8221; font_weight=&#8221;bold&#8221; style=&#8221;simple_ultimate&#8221; icon_size=&#8221;large&#8221; icon_location=&#8221;top&#8221; icon_color=&#8221;#21a991&#8243; margin=&#8221;0&#8243;]\n<p style=\"text-align: center;\"><strong>Organizations<\/strong><br \/>\nClarify desired behaviours for AI integration into healthcare.[\/mk_icon_box][\/vc_column][\/vc_row][vc_row css=&#8221;.vc_custom_1712263941565{margin-top: 20px !important;padding-top: 1% !important;padding-right: 1% !important;padding-bottom: 1% !important;padding-left: 1% !important;background-color: #1e73be !important;}&#8221;][vc_column][vc_row_inner css=&#8221;.vc_custom_1712263969792{padding-top: 3% !important;}&#8221;][vc_column_inner width=&#8221;2\/3&#8243;][vc_column_text css=&#8221;.vc_custom_1763481118676{margin-bottom: 0px !important;}&#8221;]\n<h3><span style=\"color: #ffffff;\">Want to learn more? <\/span><\/h3>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_btn title=&#8221;Fill out this form&#8221; style=&#8221;classic&#8221; color=&#8221;info&#8221; i_icon_fontawesome=&#8221;fab fa-wpforms&#8221; add_icon=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Fforms.office.com%2Fr%2FvYe53dSwqU&#8221;][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row]\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478447852{margin-bottom: 0px !important;}&#8221;] Competency Framework for AI Integration in Healthcare [\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478342269{margin-bottom: 0px !important;}&#8221;] Why develop a competency framework? Artificial intelligence (AI) is revolutionizing the way we work. Despite its promising potential, its implementation is not automatic. Our analyses highlight that while technical skills are essential, they are not sufficient on their own. It [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-18375","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Competency Framework for AI integration in Healthcare - \u00c9cole de l&#039;intelligence artificielle en sant\u00e9<\/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:\/\/eiaschum.ca\/en\/competency-framework-eias\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Competency Framework for AI integration in Healthcare - \u00c9cole de l&#039;intelligence artificielle en sant\u00e9\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478447852{margin-bottom: 0px !important;}&#8221;] Competency Framework for AI Integration in Healthcare [\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text css=&#8221;.vc_custom_1763478342269{margin-bottom: 0px !important;}&#8221;] Why develop a competency framework? Artificial intelligence (AI) is revolutionizing the way we work. Despite its promising potential, its implementation is not automatic. Our analyses highlight that while technical skills are essential, they are not sufficient on their own. 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