{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T01:37:56Z","timestamp":1750815476797,"version":"3.37.3"},"reference-count":11,"publisher":"Oxford University Press (OUP)","issue":"12","license":[{"start":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T00:00:00Z","timestamp":1723507200000},"content-version":"vor","delay-in-days":1,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["3OT2OD035404"],"award-info":[{"award-number":["3OT2OD035404"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["1K99LM014429-01"],"award-info":[{"award-number":["1K99LM014429-01"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000092","name":"National Library of Medicine","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000092","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Objectives<\/jats:title>\n                  <jats:p>The All of Us Research Program is a precision medicine initiative aimed at establishing a vast, diverse biomedical database accessible through a cloud-based data analysis platform, the Researcher Workbench (RW). Our goal was to empower the research community by co-designing the implementation of SAS in the RW alongside researchers to enable broader use of All of Us data.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Materials and Methods<\/jats:title>\n                  <jats:p>Researchers from various fields and with different SAS experience levels participated in co-designing the SAS implementation through user experience interviews.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>Feedback and lessons learned from user testing informed the final design of the SAS application.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Discussion<\/jats:title>\n                  <jats:p>The co-design approach is critical for reducing technical barriers, broadening All of Us data use, and enhancing the user experience for data analysis on the RW.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusion<\/jats:title>\n                  <jats:p>Our co-design approach successfully tailored the implementation of the SAS application to researchers' needs. This approach may inform future software implementations on the RW.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/jamia\/ocae216","type":"journal-article","created":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T10:27:10Z","timestamp":1723544830000},"page":"2994-3000","source":"Crossref","is-referenced-by-count":1,"title":["Empowering the biomedical research community: Innovative SAS deployment on the <i>All of Us<\/i> Researcher Workbench"],"prefix":"10.1093","volume":"31","author":[{"given":"Izabelle","family":"Humes","sequence":"first","affiliation":[{"name":"Vanderbilt Institute of Clinical and Translational Research, Vanderbilt University Medical Center , Nashville, TN 37203,","place":["United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7466-0034","authenticated-orcid":false,"given":"Cathy","family":"Shyr","sequence":"additional","affiliation":[{"name":"Department of Biomedical Informatics, Vanderbilt 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