{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T07:12:15Z","timestamp":1773385935163,"version":"3.50.1"},"reference-count":113,"publisher":"Oxford University Press (OUP)","issue":"3","license":[{"start":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T00:00:00Z","timestamp":1702512000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000016","name":"Department of Health and Human Services","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000016","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Public Health Service Agency for Healthcare Research and Quality","award":["R21 HS028475"],"award-info":[{"award-number":["R21 HS028475"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,2,16]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:sec>\n                  <jats:title>Objectives<\/jats:title>\n                  <jats:p>Inpatients with language barriers and complex medical needs suffer disparities in quality of care, safety, and health outcomes. Although in-person interpreters are particularly beneficial for these patients, they are underused. We plan to use machine learning predictive analytics to reliably identify patients with language barriers and complex medical needs to prioritize them for in-person interpreters.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Materials and methods<\/jats:title>\n                  <jats:p>This qualitative study used stakeholder engagement through semi-structured interviews to understand the perceived risks and benefits of artificial intelligence (AI) in this domain. Stakeholders included clinicians, interpreters, and personnel involved in caring for these patients or for organizing interpreters. Data were coded and analyzed using NVIVO software.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>We completed 49 interviews. Key perceived risks included concerns about transparency, accuracy, redundancy, privacy, perceived stigmatization among patients, alert fatigue, and supply\u2013demand issues. Key perceived benefits included increased awareness of in-person interpreters, improved standard of care and prioritization for interpreter utilization; a streamlined process for accessing interpreters, empowered clinicians, and potential to overcome clinician bias.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Discussion<\/jats:title>\n                  <jats:p>This is the first study that elicits stakeholder perspectives on the use of AI with the goal of improved clinical care for patients with language barriers. Perceived benefits and risks related to the use of AI in this domain, overlapped with known hazards and values of AI but some benefits were unique for addressing challenges with providing interpreter services to patients with language barriers.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusion<\/jats:title>\n                  <jats:p>Artificial intelligence to identify and prioritize patients for interpreter services has the potential to improve standard of care and address healthcare disparities among patients with language barriers.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1093\/jamia\/ocad224","type":"journal-article","created":{"date-parts":[[2023,12,15]],"date-time":"2023-12-15T12:09:01Z","timestamp":1702642141000},"page":"611-621","source":"Crossref","is-referenced-by-count":48,"title":["Using artificial intelligence to promote equitable care for inpatients with language barriers and complex medical needs: clinical stakeholder perspectives"],"prefix":"10.1093","volume":"31","author":[{"given":"Amelia K","family":"Barwise","sequence":"first","affiliation":[{"name":"Biomedical Ethics Research Program, Pulmonary and Critical Care Medicine, Mayo Clinic , Rochester, MN 55902, United States"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6317-1577","authenticated-orcid":false,"given":"Susan","family":"Curtis","sequence":"additional","affiliation":[{"name":"Biomedical Ethics Research Program, Mayo Clinic , Rochester, MN 55902, United States"}]},{"given":"Daniel A","family":"Diedrich","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology and Perioperative Medicine, Mayo Clinic , Rochester, MN 55902, United States"}]},{"given":"Brian W","family":"Pickering","sequence":"additional","affiliation":[{"name":"Department of Anesthesiology and Perioperative Medicine, Mayo Clinic , Rochester, MN 55902, United 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