{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T11:27:26Z","timestamp":1767871646775,"version":"3.49.0"},"reference-count":33,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2022,9,4]],"date-time":"2022-09-04T00:00:00Z","timestamp":1662249600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Learning Health Systems"],"published-print":{"date-parts":[[2022,10]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Introduction<\/jats:title><jats:p>Texas Health Resources (THR), a large, nonprofit health care system based in the Dallas\u2010Fort Worth area, has collaborated with the University of Texas Southwestern Medical Center (UTSW) to develop and operate a unique, integrated approach for Learning Health System (LHS) workforce development. This training model centers on academic health system faculty members conducting later\u2010stage translational research within a partnering regional care delivery organization.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>The THR Clinical Scholars Program engages early career UTSW faculty members to conduct studies that are likely to have an impact on care delivery at the health system level. Interested candidates submit formal applications to the program. A joint committee comprised of senior research faculty from UTSW and THR clinical leadership reviews proposals with a focus on the shared LHS needs of both institutions\u2014developing high quality research output that can be applied to enhance care delivery. A key prioritization criterion for funding is the degree to which the research addresses a question relevant to THR as a high\u2010volume network with multiple channels for consumers to access care. The program emphasis is on supporting embedded research initiatives using health system data to generate knowledge that will improve the quality and efficiency of care for the patient populations served by the participant organizations.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>We discuss specific strategic and tactical components of the THR Clinical Scholars Program including an overview of the academic affiliation agreement between the collaborating organizations, criteria for successful program applications, data sharing, and funding. We also share project summaries from selected clinical scholars as examples of the LHS research done in the program to date.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>This experience report provides an implementation framework for other academic health systems interested in adopting similar LHS workforce training models with community partners.<\/jats:p><\/jats:sec>","DOI":"10.1002\/lrh2.10332","type":"journal-article","created":{"date-parts":[[2022,9,5]],"date-time":"2022-09-05T00:48:50Z","timestamp":1662338930000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["The Texas Health Resources Clinical Scholars Program: Learning healthcare system workforce development through embedded translational research"],"prefix":"10.1002","volume":"6","author":[{"given":"Andrew L.","family":"Masica","sequence":"first","affiliation":[{"name":"Texas Health Resources  Arlington Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ferdinand","family":"Velasco","sequence":"additional","affiliation":[{"name":"Texas Health Resources  Arlington Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanna L.","family":"Nelson","sequence":"additional","affiliation":[{"name":"Texas Health Resources  Arlington Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard J.","family":"Medford","sequence":"additional","affiliation":[{"name":"Division of Infectious Diseases, Department of Internal Medicine University of Texas Southwestern Medical Center  Dallas Texas USA"},{"name":"Clinical Informatics Center University of Texas Southwestern Medical Center  Dallas Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amy E.","family":"Hughes","sequence":"additional","affiliation":[{"name":"Department of Population and Data Sciences University of Texas Southwestern Medical Center  Dallas Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ambarish","family":"Pandey","sequence":"additional","affiliation":[{"name":"Division of Cardiology, Department of Internal Medicine University of Texas Southwestern Medical Center  Dallas Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric D.","family":"Peterson","sequence":"additional","affiliation":[{"name":"Division of Cardiology, Department of Internal Medicine University of Texas Southwestern Medical Center  Dallas Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christoph U.","family":"Lehmann","sequence":"additional","affiliation":[{"name":"Clinical Informatics Center University of Texas Southwestern Medical Center  Dallas Texas USA"},{"name":"Department of Pediatrics University of Texas Southwestern Medical Center  Dallas Texas USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2022,9,4]]},"reference":[{"key":"e_1_2_6_2_1","volume-title":"The Learning Healthcare System: Workshop Summary","author":"Institute of Medicine (US) Roundtable on Evidence\u2010Based Medicine","year":"2007"},{"key":"e_1_2_6_3_1","unstructured":"Office of the National Coordinator.National Trends in Hospital and Physician Adoption of Electronic Health Records.https:\/\/www.healthit.gov\/data\/quickstats\/national-trends-hospital-and-physician-adoption-electronic-health-records. 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