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It is the position of the American College of Lifestyle Medicine (ACLM) that (1) current data collection practices at point of care are typically inconsistent across practice settings, electronic health record (EHR) environments, and specialties, limiting usability of data collected; (2) optimal data collection across all settings will demonstrate the effectiveness of lifestyle medicine (LM) for patient health improvements, enhance patient care, identify preventive and treatment strategies, illustrate cost-effectiveness, and establish performance measure standards for consistent evaluation, and supplement our national surveillance systems; (3) standardized data collection in the field of lifestyle medicine can include but is not limited to patient visit information, lifestyle-specific biometrics, anthropometrics, self-reported lifestyle behavior assessments, lifestyle interventions, patient goals, and when possible, reimbursement\/healthcare claims data and patient experience; (4) a critical need exists for terminological codes for data capture and interoperability to integrate LM terminologies into existing biomedical terminologies, with an ultimate goal of national health digital infrastructure to support LM practice.<\/jats:p>","DOI":"10.1177\/15598276261472801","type":"journal-article","created":{"date-parts":[[2026,8,10]],"date-time":"2026-08-10T04:22:01Z","timestamp":1786335721000},"page":"1284-1301","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Optimal Data Collection in Lifestyle Medicine at the Point of Care: A Position Statement From the American College of Lifestyle Medicine"],"prefix":"10.1177","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-9503-1632","authenticated-orcid":false,"given":"David Ferguson","family":"Michael","sequence":"first","affiliation":[{"name":"ECU Health"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tyler","family":"Hemmingson","sequence":"additional","affiliation":[{"name":"Avera, St. Mary\u2019s Hospital"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaitlyn","family":"Pauly","sequence":"additional","affiliation":[{"name":"American College of Lifestyle Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cassandra","family":"Diestel","sequence":"additional","affiliation":[{"name":"American College of Lifestyle Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paul","family":"Chase","sequence":"additional","affiliation":[{"name":"American Heart Association"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laurie P.","family":"Whitsel","sequence":"additional","affiliation":[{"name":"American Heart Association"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcelo","family":"Fiszman","sequence":"additional","affiliation":[{"name":"Greenfort University, Orlando, FL, USA (MF)"},{"name":"Semedy Inc, Newton, MA, USA (MF)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Padmaja M.","family":"Patel","sequence":"additional","affiliation":[{"name":"American College of Lifestyle Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9365-151X","authenticated-orcid":false,"given":"Micaela C.","family":"Karlsen","sequence":"additional","affiliation":[{"name":"American College of Lifestyle Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2026,8,9]]},"reference":[{"key":"e_1_3_5_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58721-5"},{"key":"e_1_3_5_3_2","unstructured":"SNOMED CT US Edition. 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