{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T21:22:33Z","timestamp":1791408153187,"version":"4.3.3"},"reference-count":64,"publisher":"BMJ","issue":"8","license":[{"start":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T00:00:00Z","timestamp":1723420800000},"content-version":"unspecified","delay-in-days":11,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["bmj.com"],"crossmark-restriction":true},"short-container-title":["BMJ Glob Health"],"accepted":{"date-parts":[[2024,6,21]]},"published-print":{"date-parts":[[2024,8]]},"abstract":"<jats:sec>\n                  <jats:title>Background<\/jats:title>\n                  <jats:p>HIV testing and starting antiretroviral therapy (ART) are pivotal in treating people living with HIV (PLHIV) but sustaining PLHIV on treatment remains challenging. We assessed retention and attrition in community client-led antiretroviral distribution groups (CCLADs) in Uganda and identified positive deviant practices that foster long-term retention.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Methods<\/jats:title>\n                  <jats:p>Using explanatory mixed methods, we collected longitudinal medical data from 65 health facilities across 12 districts in East Central Uganda. Quantitative phase, from 18 April 2021 to 30 May 2021, employed survival analysis and Cox regression to assess retention and identify attrition risk factors. Qualitative inquiry focused on four districts with high attrition from 11 August 2021 to 20 September 2021, where we identified nine health facilities exhibiting high retention in CCLADs. We purposively selected 50 clients for in-depth interviews (n=22) or focus group discussions (n=28). Using thematic analysis, we identified positive deviant practices. We integrated quantitative and qualitative findings into joint displays.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Results<\/jats:title>\n                  <jats:p>Involving 3055 PLHIV, the study showed retention rates of 97.5% at 6 months, declining to 89.7% at 96 months. Attrition risk factors were lower levels of care (health centre three (adjusted HR (aHR) 2.80, 95%\u2009CI 2.00 to 3.65) and health centre four (aHR 3.61, 95%\u2009CI 2.35 to 5.54)); being unemployed (aHR 2.21, 95%\u2009CI 1.00 to 4.84); enrolment year into CCLAD (aHR 23.93, 95%\u2009CI 4.66 to 123.05) and virological failure (aHR 3.41, 95%\u2009CI 2.51 to 4.63). Of 22 clients interviewed, 8 were positive deviants. Positive deviants were characterised by prolonged retention in CCLADs, improved clinical outcomes and practised uncommon behaviours that enabled them to find better solutions than their peers. Positive deviant practices included fostering family-like settings, offering financial or self-development advice, and promoting healthy lifestyles.<\/jats:p>\n               <\/jats:sec>\n               <jats:sec>\n                  <jats:title>Conclusions<\/jats:title>\n                  <jats:p>Findings underscore the importance of addressing factors contributing to attrition and leveraging positive deviant practices to optimise retention and long-term engagement in HIV care.<\/jats:p>\n               <\/jats:sec>","DOI":"10.1136\/bmjgh-2024-015236","type":"journal-article","created":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T08:00:52Z","timestamp":1723449652000},"page":"e015236","update-policy":"https:\/\/doi.org\/10.1136\/crossmarkpolicy","source":"Crossref","is-referenced-by-count":1,"title":["Long-term retention and positive deviant practices in Uganda\u2019s community client-led antiretroviral distribution groups (CCLADs): a mixed-methods study"],"prefix":"10.1136","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7541-3999","authenticated-orcid":false,"given":"Julian","family":"Natukunda","sequence":"first","affiliation":[{"name":"Department of Community and Global Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan"},{"name":"Department of Public Health, Environments and Society, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keith","family":"Baleeta","sequence":"additional","affiliation":[{"name":"Regional Health Integration to Enhance Services in East Central Uganda Activity (RHITES-EC) Project, University Research Co. LLC, Kampala, Uganda"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junko","family":"Kiriya","sequence":"additional","affiliation":[{"name":"Department of Community and Global Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7196-7671","authenticated-orcid":false,"given":"Ken Ing Cherng","family":"Ong","sequence":"additional","affiliation":[{"name":"Department of Community and Global Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan"},{"name":"Department of Epidemiology, Harvard University T.H Chan School of Public Health, Boston, MA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rogie Royce","family":"Carandang","sequence":"additional","affiliation":[{"name":"Department of Community and Global Health, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan"},{"name":"Department of Public Health Sciences, University of Connecticut School of Medicine, Farmington, Connecticut, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Augustin","family":"Muhwezi","sequence":"additional","affiliation":[{"name":"Regional Health Integration to Enhance Services in East Central Uganda Activity (RHITES-EC) Project, University Research Co. 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