{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,3]],"date-time":"2025-10-03T08:55:25Z","timestamp":1759481725598,"version":"3.37.3"},"reference-count":35,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2017,4,22]],"date-time":"2017-04-22T00:00:00Z","timestamp":1492819200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/academic.oup.com\/journals\/pages\/open_access\/funder_policies\/chorus\/standard_publication_model"}],"funder":[{"DOI":"10.13039\/100000092","name":"National Library of Medicine","doi-asserted-by":"crossref","award":["R01LM011364"],"award-info":[{"award-number":["R01LM011364"]}],"id":[{"id":"10.13039\/100000092","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,2,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Reports by the National Academy of Medicine and leading public health organizations advocate including occupational information as part of an individual\u2019s social context. Given recent National Academy of Medicine recommendations on occupation-related data in the electronic health record, there is a critical need for improved representation. The National Institute for Occupational Safety and Health has developed an Occupational Data for Health (ODH) model, currently in draft format. This study aimed to validate the ODH model by mapping occupation-related elements from resources representing recommendations, standards, public health reports and surveys, and research measures, along with preliminary evaluation of associated value sets. All 247 occupation-related items across 20 resources mapped to the ODH model. Recommended value sets had high variability across the evaluated resources. This study demonstrates the ODH model\u2019s value, the multifaceted nature of occupation information, and the critical need for occupation value sets to support clinical care, population health, and research.<\/jats:p>","DOI":"10.1093\/jamia\/ocx035","type":"journal-article","created":{"date-parts":[[2017,3,16]],"date-time":"2017-03-16T15:36:57Z","timestamp":1489678617000},"page":"197-205","source":"Crossref","is-referenced-by-count":12,"title":["Representation of occupational information across resources and validation of the occupational data for health model"],"prefix":"10.1093","volume":"25","author":[{"given":"Sripriya","family":"Rajamani","sequence":"first","affiliation":[{"name":"Public Health Informatics Program, University of Minnesota, Minneapolis, MN, USA"},{"name":"Institute for Health Informatics, University of Minnesota"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth S","family":"Chen","sequence":"additional","affiliation":[{"name":"Center for Biomedical Informatics, Brown University, Providence, RI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elizabeth","family":"Lindemann","sequence":"additional","affiliation":[{"name":"Department of Surgery, University of Minnesota"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ranyah","family":"Aldekhyyel","sequence":"additional","affiliation":[{"name":"Institute for Health Informatics, University of Minnesota"},{"name":"Medical Education Department, College of Medicine, King Saud University, Riyadh, SA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute for Health Informatics, University of Minnesota"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Genevieve B","family":"Melton","sequence":"additional","affiliation":[{"name":"Institute for Health Informatics, University of Minnesota"},{"name":"Department of Surgery, University of Minnesota"},{"name":"University of Minnesota Physicians, University of Minnesota"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2017,4,22]]},"reference":[{"key":"2020110612451587400_ocx035-B1","unstructured":"Centers for Medicare and Medicaid Services. EHR Incentive Programs. 2010. http:\/\/www.cms.gov\/ehrincentiveprograms. Accessed November 27, 2016."},{"key":"2020110612451587400_ocx035-B2","unstructured":"Centers for Medicare and Medicaid Services. Medicare Access and CHIP Reauthorization Act of 2015 (MACRA). 2015. https:\/\/www.cms.gov\/Medicare\/Quality-Initiatives-Patient-Assessment-Instruments\/Value-Based-Programs\/MACRA-MIPS-and-APMs\/MACRA-MIPS-and-APMs.html. Accessed November 27, 2016."},{"key":"2020110612451587400_ocx035-B3","unstructured":"National Academy of Medicine (NAM). Incorporating Occupational Information in Electronic Health Records: Letter Report. \nWashington, DC. 2011. http:\/\/www.nap.edu\/catalog.php?record_id=13207. Accessed December 6, 2016."},{"key":"2020110612451587400_ocx035-B4","unstructured":"National Institute for Occupational Safety and Health (NIOSH). NIOSH Expresses Appreciation, Support for IOM Electronic Records Study. 2011. http:\/\/www.cdc.gov\/niosh\/updates\/upd-04-06-11.html. Accessed December 3, 2016."},{"key":"2020110612451587400_ocx035-B5","unstructured":"American College of Occupational and Environmental Medicine. ACOEM Urges Inclusion of Worker Health Data in EHRs. 2013. http:\/\/www.acoem.org\/EHRs.aspx. Accessed December 5, 2016."},{"key":"2020110612451587400_ocx035-B6","unstructured":"Council of State and Territorial Epidemiologists. Inclusion of Occupation and Industry as Core Data Elements in Electronic Health Record Systems and in Recommended Elements in Other Minimum Data Sets. 2012.http:\/\/c.ymcdn.com\/sites\/www.cste.org\/resource\/resmgr\/PS\/12-OH-01FINAL.pdf. Accessed December 6, 2016."},{"key":"2020110612451587400_ocx035-B7","unstructured":"American Public Health Association. Incorporating Occupational Information in Electronic Health Records. 2012. https:\/\/www.apha.org\/policies-and-advocacy\/public-health-policy-statements\/policy-database\/2014\/07\/11\/16\/27\/incorporating-occupational-information-in-electronic-health-records. Accessed December 2, 2016."},{"key":"2020110612451587400_ocx035-B8","unstructured":"National Academy of Medicine (NAM). Capturing Social and Behavioral Domains in Electronic Health Records: Phase 1. 2014. http:\/\/www.nationalacademies.org\/hmd\/Reports\/2014\/Capturing-Social-and-Behavioral-Domains-in-Electronic-Health-Records-Phase-1.aspx. Accessed December 3, 2016."},{"key":"2020110612451587400_ocx035-B9","unstructured":"National Academy of Medicine (NAM). Capturing Social and Behavioral Domains in Electronic Health Records: Phase 2. 2014. http:\/\/www.nationalacademies.org\/hmd\/Reports\/2014\/EHRdomains2.aspx. Accessed December 3, 2016."},{"volume-title":"Structuring Patient Work Information in EHRs to Improve Patient Care and Public Health: Occupational Data for Health (ODH) Model. 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