{"id":207146,"date":"2026-01-27T16:00:00","date_gmt":"2026-01-27T21:00:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/01\/27\/building-trust-public-priorities-for-health-care-ai-labeling\/"},"modified":"2026-01-27T17:05:08","modified_gmt":"2026-01-27T22:05:08","slug":"building-trust-public-priorities-for-health-care-ai-labeling","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/01\/27\/building-trust-public-priorities-for-health-care-ai-labeling\/","title":{"rendered":"Building Trust: Public Priorities for Health Care AI Labeling"},"content":{"rendered":"<p><a href=\"https:\/\/www.ajmc.com\/view\/building-trust-public-priorities-for-health-care-ai-labeling\">Building Trust: Public Priorities for Health Care AI Labeling<\/a><\/p>\n<p><a href=\"https:\/\/www.ajmc.com\/view\/building-trust-public-priorities-for-health-care-ai-labeling\">https:\/\/www.ajmc.com\/view\/building-trust-public-priorities-for-health-care-ai-labeling<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-27 16:00:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.ajmc.com\">www.ajmc.com<\/a><\/p>\n<p class=\"\"><strong>ABSTRACT<\/strong><\/p>\n<p class=\"\"><strong>Objectives:<\/strong> Labeling and the use of model cards have been promoted as ways to increase transparency for multiple end users. This study aimed to identify key content for a health artificial intelligence (AI) tool label based on public perspectives and expectations.<\/p>\n<p class=\"\"><strong>Study Design:<\/strong> We used a mixed-methods study design, combining public deliberation and pre-\/post surveys to inform participants about AI in health care and gather input on key information for a health AI tool label.<\/p>\n<p class=\"\"><strong>Methods:<\/strong> In 2024, we conducted 5 virtual community deliberations across Michigan, engaging 159 participants in facilitated small-group discussions that were qualitatively coded. Participants completed a 20-minute survey before and after the deliberation to assess changes in knowledge, attitudes, and trust regarding AI in health care.<\/p>\n<p class=\"\"><strong>Results:<\/strong> Participants prioritized information regarding privacy and security, health equity, and safety and effectiveness of AI tools for inclusion on a health AI tool label. An AI label is, therefore, a familiar and transparent mechanism to build trust and address patients\u2019 desire for\u00a0notification.<\/p>\n<p class=\"\"><strong>Conclusions:<\/strong> The findings highlight ethical gaps in using AI in health care settings and the value of publicly informed, patient-centered solutions. There is strong demand for clear, accessible information on how AI tools are used and their risks and benefits. A patient-informed label may address these ethical challenges and improve transparency, trust, and patient-centered communication as AI reshapes health\u00a0care.<\/p>\n<p class=\"\"><strong>Am J Manag Care. 2026;32(1):e18-e24. https:\/\/doi.org\/10.37765\/ajmc.2026.89875<\/strong><\/p>\n<p>_____<\/p>\n<p class=\"\"><strong>Takeaway Points<\/strong><\/p>\n<p class=\"\">Patients want transparency when artificial intelligence (AI) tools are used in their health care. We identified strong public support for a clear, accessible label that outlines benefits, risks, and equity implications of how AI is used.<\/p>\n<ul class=\"my-2\">\n<li class=\"ml-8 list-disc\">An AI label is a familiar and transparent mechanism to build trust and address patients\u2019 desire for notification.<\/li>\n<li class=\"ml-8...<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ajmc.com\/view\/building-trust-public-priorities-for-health-care-ai-labeling\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Building Trust: Public Priorities for Health Care AI Labeling https:\/\/www.ajmc.com\/view\/building-trust-public-priorities-for-health-care-ai-labeling Publish Date: 2026-01-27 16:00:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":207147,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/cdn.sanity.io\/images\/0vv8moc6\/ajmc\/0628da5121505d96835b3a0e2529437bdad044d7-5001x2626.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[57],"class_list":["post-207146","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-security"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/207146"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=207146"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/207146\/revisions"}],"predecessor-version":[{"id":207148,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/207146\/revisions\/207148"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/207147"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=207146"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=207146"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=207146"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}