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Peer-reviewedCC BY 4.0PLOS Medicine

Effect of a person-centered care intervention on return and sustained reengagement after treatment interruptions from HIV care in Zambia: A post-hoc analysis of a stepped-wedged cluster randomized trial

6 more authors
9 affiliations
  1. 1Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, United States of America
  2. 2Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
  3. 3Department of Public Health Environments and Society, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, United Kingdom
  4. 4Department of International Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, United States of America
  5. 5Department of Public Health Sciences, School of Medicine, University of California, Davis, California, United States of America
  6. 6Zambian Ministry of Health, Lusaka, Zambia
  7. 7Center for Innovation in Global Health, Georgetown University, Washington, D.C., United States of America
  8. 8Division of Infectious Diseases, University of Alabama, Birmingham, Alabama, United States of America
  9. 9The Global Fund to Fight AIDS, Tuberculosis and Malaria, Geneva, Switzerland

Abstract

Background: Poor client-provider interactions lead to reinforcing cycles of treatment interruptions (TIs) from HIV care and fear of return, undermining sustained retention. We previously demonstrated a multi-component person-centered care intervention (PCC) targeting healthcare worker (HCW) behavior improved client experience and retention in HIV care. To understand mechanisms of improved retention, we evaluated the effect of the PCC intervention on return after TIs and sustained retention after return in a post-hoc analysis, hypothesizing that friendlier HCW attitudes enable successful reengagement into care. Methods and findings: We implemented the PCC intervention at 24 clinics in Zambia in a stepped-wedge, cluster randomized trial from Aug 2019 to Nov 2021. Clinics were allocated into 4 groups (8 clinics in Groups 1 and 4, and 4 each in Groups 2 and 3) and randomly assigned to crossover from control to intervention every 6 months. Under control, clinics provided routine HIV care without additional support. Afterwards, clinics received the PCC intervention targeting caring aspects of HCW behavior with 1) training and coaching on PCC practices, 2) measurement and feedback of client experience (via exit interviews), and 3) small facility-level incentives. We examined individuals living with HIV who became >30 days late to a scheduled visit (i.e., TI), categorizing intervention exposure based on the last visit prior to TI. We used electronic health records to assess the effect of the PCC intervention on 1) return to HIV care after a TI, and 2) repeat TIs among those who returned. We used multistate analytic methods to estimate crude incidence of return and repeat TIs and prevalence of being in care at 1-year. We used shared frailty Cox proportional hazards and mixed-effects Poisson models to obtain formal comparisons that accounted for the stepped-wedge design. Individuals were censored at intervention crossover or database closure. During the study period, 128,910 clients (n = 69,671 control, n = 59,239 intervention) became >30 days late (64.3% female, median age 38y [IQR 31,45], median years in care 2.5y [IQR 0.6,6.7]). The PCC intervention increased incidence of return after TI at 12-months (72.3% intervention versus 67.7% control, crude risk difference [RD] +4.6% [CI 4.1,5.2], adjusted hazard ratio [aHR] 1.16 [CI 1.12,1.20]; p < 0.001). Among returners, the intervention decreased incidence of repeat TIs (44.3% versus 55.6%, RD −11.4% [CI −12.2,−10.6], aHR 0.50 [CI 0.45,0.55]; p < 0.001) and increased the proportion in care (with or without repeat TIs) (82.7% versus 73.4%, RD +9.3% [CI 8.6,10.0], adjusted risk ratio [aRR] 1.14 [CI 1.05,1.25]; p = 0.002) at 12-months after return. Overall, the PCC intervention increased the proportion in care 12-months after a TI from 51.5% to 60.1% (RD +8.7% [CI 8.0,9.3], aRR 1.19 [CI 1.05,1.35]; p = 0.008). Effect sizes were similar in direction and magnitude in multiple sensitivity analyses with varying precision. Limitations included post-hoc analysis and those associated with stepped-wedge design. Conclusions: The PCC intervention likely improved rates of return to care after TIs, sustained reengagement after return, and overall retention among individuals with TIs. Strategies targeting caring aspects of HCW behavior and client experience may help lower barriers to and address persistent challenges with reengagement in care. Why was this study done?: What did the researchers do and find?: What do these findings mean?: In a post-hoc analysis of an implementation trial, Aaloke Mody and colleagues show that a person-centered care strategy targeted to healthcare workers is linked to improve return to and subsequent retention in HIV care of persons who experience treatment interruptions.

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BibTeX
@article{mody2026effect,
  title = {{Effect of a person-centered care intervention on return and sustained reengagement after treatment interruptions from HIV care in Zambia: A post-hoc analysis of a stepped-wedged cluster randomized trial}},
  author = {Aaloke Mody and Kombatende Sikombe and Sandra Simbeza and Njekwa Mukamba and Laura K. Beres and Jake M. Pry and Anjali Sharma and Jacob Mutale and Alida Zulu Dube and Musunge Mulabe and Lloyd Mulenga and Suilanji Sivile and April Ratliff and Charles W. Goss and Charles B. Holmes and Carolyn Bolton Moore and Izukanji Sikazwe and Elvin H. Geng},
  journal = {PLOS Medicine},
  year = {2026},
  month = sep,
  doi = {10.1371/journal.pmed.1005052},
  url = {https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1005052},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Effect of a person-centered care intervention on return and sustained reengagement after treatment interruptions from HIV care in Zambia: A post-hoc analysis of a stepped-wedged cluster randomized trial
AU  - Aaloke Mody
AU  - Kombatende Sikombe
AU  - Sandra Simbeza
AU  - Njekwa Mukamba
AU  - Laura K. Beres
AU  - Jake M. Pry
AU  - Anjali Sharma
AU  - Jacob Mutale
AU  - Alida Zulu Dube
AU  - Musunge Mulabe
AU  - Lloyd Mulenga
AU  - Suilanji Sivile
AU  - April Ratliff
AU  - Charles W. Goss
AU  - Charles B. Holmes
AU  - Carolyn Bolton Moore
AU  - Izukanji Sikazwe
AU  - Elvin H. Geng
PY  - 2026
DA  - 2026/09/01
JO  - PLOS Medicine
DO  - 10.1371/journal.pmed.1005052
UR  - https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1005052
AB  - Background: Poor client-provider interactions lead to reinforcing cycles of treatment interruptions (TIs) from HIV care and fear of return, undermining sustained retention. We previously demonstrated a multi-component person-centered care intervention (PCC) targeting healthcare worker (HCW) behavior improved client experience and retention in HIV care. To understand mechanisms of improved retention, we evaluated the effect of the PCC intervention on return after TIs and sustained retention after return in a post-hoc analysis, hypothesizing that friendlier HCW attitudes enable successful reengagement into care. Methods and findings: We implemented the PCC intervention at 24 clinics in Zambia in a stepped-wedge, cluster randomized trial from Aug 2019 to Nov 2021. Clinics were allocated into 4 groups (8 clinics in Groups 1 and 4, and 4 each in Groups 2 and 3) and randomly assigned to crossover from control to intervention every 6 months. Under control, clinics provided routine HIV care without additional support. Afterwards, clinics received the PCC intervention targeting caring aspects of HCW behavior with 1) training and coaching on PCC practices, 2) measurement and feedback of client experience (via exit interviews), and 3) small facility-level incentives. We examined individuals living with HIV who became >30 days late to a scheduled visit (i.e., TI), categorizing intervention exposure based on the last visit prior to TI. We used electronic health records to assess the effect of the PCC intervention on 1) return to HIV care after a TI, and 2) repeat TIs among those who returned. We used multistate analytic methods to estimate crude incidence of return and repeat TIs and prevalence of being in care at 1-year. We used shared frailty Cox proportional hazards and mixed-effects Poisson models to obtain formal comparisons that accounted for the stepped-wedge design. Individuals were censored at intervention crossover or database closure. During the study period, 128,910 clients (n = 69,671 control, n = 59,239 intervention) became >30 days late (64.3% female, median age 38y [IQR 31,45], median years in care 2.5y [IQR 0.6,6.7]). The PCC intervention increased incidence of return after TI at 12-months (72.3% intervention versus 67.7% control, crude risk difference [RD] +4.6% [CI 4.1,5.2], adjusted hazard ratio [aHR] 1.16 [CI 1.12,1.20]; p < 0.001). Among returners, the intervention decreased incidence of repeat TIs (44.3% versus 55.6%, RD −11.4% [CI −12.2,−10.6], aHR 0.50 [CI 0.45,0.55]; p < 0.001) and increased the proportion in care (with or without repeat TIs) (82.7% versus 73.4%, RD +9.3% [CI 8.6,10.0], adjusted risk ratio [aRR] 1.14 [CI 1.05,1.25]; p = 0.002) at 12-months after return. Overall, the PCC intervention increased the proportion in care 12-months after a TI from 51.5% to 60.1% (RD +8.7% [CI 8.0,9.3], aRR 1.19 [CI 1.05,1.35]; p = 0.008). Effect sizes were similar in direction and magnitude in multiple sensitivity analyses with varying precision. Limitations included post-hoc analysis and those associated with stepped-wedge design. Conclusions: The PCC intervention likely improved rates of return to care after TIs, sustained reengagement after return, and overall retention among individuals with TIs. Strategies targeting caring aspects of HCW behavior and client experience may help lower barriers to and address persistent challenges with reengagement in care. Why was this study done?: What did the researchers do and find?: What do these findings mean?: In a post-hoc analysis of an implementation trial, Aaloke Mody and colleagues show that a person-centered care strategy targeted to healthcare workers is linked to improve return to and subsequent retention in HIV care of persons who experience treatment interruptions.
SN  - 1549-1676
ER  -