{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T21:58:05Z","timestamp":1781560685731,"version":"3.54.5"},"reference-count":11,"publisher":"Georg Thieme Verlag KG","issue":"05","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Appl Clin Inform"],"published-print":{"date-parts":[[2024,10]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>\n          Background\u2003There is growing recognition of the need to incorporate informatics education in U.S. residencies. Medical residency training programs are critical in shaping system change and can play a pivotal role by incorporating clinical informatics (CI) based learning into their training requirements.<\/jats:p><jats:p>\n          Objectives\u2003We searched the Accreditation Council for Graduate Medical Education (ACGME) Residency Program Requirements effective July 1, 2023, to assess the inclusion of CI topics for all medical residency specialties to assess the relative levels of CI knowledge expected by graduates.<\/jats:p><jats:p>\n          Methods\u2003We performed independent full-text search queries of 23 informatics-related keywords (e.g., electronic health record, innovation, database) in the ACGME Residency Program Requirements of 24 medical specialties.<\/jats:p><jats:p>\n          Results\u2003All specialties' requirements contained at least five different keywords, with the total count ranging from 25 to 42 (mean: 32.00; standard deviation: 5.09). Pathology contained the highest counts with 42, followed by internal medicine and family medicine with 41 each. Pathology included the most distinct keywords (11). The most common keywords were \u201cleadership\u201d (62%) and \u201celectronic health record\u201d (10%). There were no specific mentions of several keywords\u2014including \u201canalytics,\u201d \u201cartificial intelligence,\u201d and \u201cmachine learning\u201d\u2014within any program requirements. Although the ACGME Residency Program Requirements state that residents must demonstrate competence in using information technology to optimize learning, the extent is not fully specified; only 10 programs mention the keyword \u201cinformation technology\u201d within their specialty guidelines.<\/jats:p><jats:p>\n          Conclusion\u2003The integration of CI education varies across specialties and may be even more variable across programs. Our study highlights potential opportunities for further standardization and integration of CI into resident curriculum requirements in order to better prepare future physician workforces for a changing medical landscape. We encourage educators, residency review committees, and national specialty organizations to consider further exploring the incorporation of CI content into residency training program requirements.<\/jats:p>","DOI":"10.1055\/s-0044-1791821","type":"journal-article","created":{"date-parts":[[2024,12,25]],"date-time":"2024-12-25T23:30:27Z","timestamp":1735169427000},"page":"1140-1144","source":"Crossref","is-referenced-by-count":5,"title":["Analysis of Informatics Topics in Accreditation Council for Graduate Medical Education Program Requirements"],"prefix":"10.1055","volume":"15","author":[{"given":"Thomas Z.","family":"Rohan","sequence":"additional","affiliation":[{"name":"Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, United States"},{"name":"Department of Dermatology, Brigham and Women's Hospital, Boston, Massachusetts, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruhi","family":"Nayak","sequence":"additional","affiliation":[{"name":"Harvard Medical School, Boston, Massachusetts, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Medicine, Mount Auburn Hospital, Cambridge, Massachusetts, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vinod E.","family":"Nambudiri","sequence":"additional","affiliation":[{"name":"Department of Dermatology, Brigham and Women's Hospital, Boston, Massachusetts, United States"},{"name":"Harvard Medical School, Boston, Massachusetts, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ellen","family":"Kim","sequence":"additional","affiliation":[{"name":"Harvard Medical School, Boston, Massachusetts, United States"},{"name":"Department of Radiation Oncology, Brigham and Women's Hospital, Boston, Massachusetts, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"194","published-online":{"date-parts":[[2024,12,25]]},"reference":[{"issue":"02","key":"ref1","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1197\/jamia.M3045","article-title":"Core content for the subspecialty of clinical informatics","volume":"16","author":"R M Gardner","year":"2009","journal-title":"J Am Med Inform Assoc"},{"issue":"02","key":"ref2","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1055\/s-0038-1641735","article-title":"A model for clinical informatics education for residents: addressing an unmet need","volume":"9","author":"M V Mai","year":"2018","journal-title":"Appl Clin Inform"},{"issue":"09","key":"ref3","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1080\/0142159X.2019.1595557","article-title":"Artificial intelligence in medical education","volume":"41","author":"K Masters","year":"2019","journal-title":"Med 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education","volume":"14","author":"J G You","year":"2023","journal-title":"Appl Clin Inform"},{"issue":"04","key":"ref11","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1016\/j.pop.2022.04.002","article-title":"The state of telehealth before and after the COVID-19 pandemic","volume":"49","author":"J Shaver","year":"2022","journal-title":"Prim Care"},{"key":"ref13","first-page":"S2","article-title":"Informatics as a separate section within a department of pathology","volume":"94","author":"B A Friedman","year":"1990","journal-title":"Am J Clin Pathol"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"7","DOI":"10.4103\/2153-3539.112689","article-title":"The history of pathology informatics: a global perspective","volume":"4","author":"S Park","year":"2013","journal-title":"J Pathol Inform"},{"issue":"07","key":"ref15","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1093\/jamia\/ocz051","article-title":"Domains, tasks, and knowledge for clinical informatics subspecialty practice: results of a practice analysis","volume":"26","author":"H D Silverman","year":"2019","journal-title":"J Am Med Inform Assoc"}],"container-title":["Applied Clinical Informatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.thieme-connect.de\/products\/ejournals\/pdf\/10.1055\/s-0044-1791821.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,25]],"date-time":"2024-12-25T23:30:32Z","timestamp":1735169432000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.thieme-connect.de\/DOI\/DOI?10.1055\/s-0044-1791821"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":11,"journal-issue":{"issue":"05","published-online":{"date-parts":[[2024,10,16]]},"published-print":{"date-parts":[[2024,10]]}},"URL":"https:\/\/doi.org\/10.1055\/s-0044-1791821","archive":["Portico","CLOCKSS"],"relation":{},"ISSN":["1869-0327"],"issn-type":[{"value":"1869-0327","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}