{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,3]],"date-time":"2026-10-03T17:46:43Z","timestamp":1791049603485,"version":"4.1.0"},"reference-count":38,"publisher":"SAGE Publications","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000062","name":"National Institute of Diabetes and Digestive and Kidney Diseases","doi-asserted-by":"publisher","award":["R01DK125406"],"award-info":[{"award-number":["R01DK125406"]}],"id":[{"id":"10.13039\/100000062","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["J Prim Care Community Health"],"published-print":{"date-parts":[[2025,1]]},"abstract":"<jats:sec>\n                    <jats:title>Objective:<\/jats:title>\n                    <jats:p>To estimate associations between transportation barriers and diabetes outcomes.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods:<\/jats:title>\n                    <jats:p>Longitudinal cohort study; 86\u2009977 adults with type 2 diabetes mellitus in community-based health centers were assessed for transportation barriers, with up to 36\u2009months of follow-up after initial assessment. We compared scenarios in which individuals did not experience transportation barriers to scenarios in which they did, to estimate differences in mean hemoglobin a1c (HbA1c), systolic and diastolic blood pressure (SBP and DBP), and LDL cholesterol. For analysis, we used targeted minimum loss estimation at the following timepoints after initial transportation barrier assessment: 12 (primary), 6, 18, 24, 30, and 36\u2009months. The study period was June 24, 2016 to April 30, 2023.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results:<\/jats:title>\n                    <jats:p>We estimated that if participants did not experience transportation barriers, mean HbA1c would have been 0.09% lower (95% CI\u2009=\u2009\u22120.14% to \u22120.04%, P\u2009=\u2009.0002) at 12\u2009months, compared to a scenario in which they did experience transportation barriers. These results were similar at other time points. We also estimated that absence of transportation barriers was associated with, at 12\u2009months, lower SBP (\u22120.6mm Hg, 95% CI\u2009=\u2009\u22121.0mm Hg to \u22120.2mm Hg, P\u2009=\u2009.004) and DBP (\u22120.3mm Hg, 95% CI\u2009=\u2009\u22120.5mm Hg to \u22120.1mm Hg, P\u2009=\u2009.02), but not LDL (\u22121.1mg\/dL, 95% CI\u2009=\u2009\u22122.6\u2009mg\/dL to 0.5\u2009mg\/dL, P\u2009=\u2009.19). Results at other time points for SBP, DBP, and LDL outcomes were similar.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions:<\/jats:title>\n                    <jats:p>Absence of transportation barriers was associated with slightly lower hemoglobin A1c and blood pressure, but the small magnitude of the differences suggests that also addressing other factors may be needed to improve diabetes outcomes more meaningfully.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/21501319251320709","type":"journal-article","created":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T12:39:21Z","timestamp":1739968761000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Transportation Barriers and Diabetes Outcomes: A Longitudinal Analysis"],"prefix":"10.1177","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1030-4297","authenticated-orcid":false,"given":"Seth A.","family":"Berkowitz","sequence":"first","affiliation":[{"name":"University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA"},{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Aileen","family":"Ochoa","sequence":"additional","affiliation":[{"name":"OCHIN, Portland, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Myklynn","family":"LaPoint","sequence":"additional","affiliation":[{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marlena L.","family":"Kuhn","sequence":"additional","affiliation":[{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jenine","family":"Dankovchik","sequence":"additional","affiliation":[{"name":"OCHIN, Portland, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jenna M.","family":"Donovan","sequence":"additional","affiliation":[{"name":"OCHIN, Portland, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mufeng","family":"Gao","sequence":"additional","affiliation":[{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sanjay","family":"Basu","sequence":"additional","affiliation":[{"name":"Waymark Care, San Francisco, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael G.","family":"Hudgens","sequence":"additional","affiliation":[{"name":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachel","family":"Gold","sequence":"additional","affiliation":[{"name":"OCHIN, Portland, OR, USA"},{"name":"Kaiser Permanente Northwest Center for Health Research, Portland, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2025,2,19]]},"reference":[{"key":"bibr1-21501319251320709","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.2020.305579"},{"key":"bibr2-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1007\/s10900-013-9681-1"},{"key":"bibr3-21501319251320709","doi-asserted-by":"publisher","DOI":"10.37765\/ajmc.2020.88492"},{"key":"bibr4-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1177\/2333392817749681"},{"key":"bibr5-21501319251320709","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph14020174"},{"key":"bibr6-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1097\/MLR.0000000000001292"},{"key":"bibr7-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1007\/s10900-018-0572-3"},{"key":"bibr8-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMp1512532"},{"key":"bibr9-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1001\/jamahealthforum.2022.1874"},{"key":"bibr10-21501319251320709","doi-asserted-by":"publisher","DOI":"10.1377\/hlthaff.2021.00449"},{"key":"bibr11-21501319251320709","unstructured":"American Diabetes Association. 2025. 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