Effects of a multicomponent intervention to streamline initiation of antiretroviral therapy in Africa: a stepped-wedge cluster-randomised trial
Open accessAbstract
Background In Africa, up to 30% of HIV-infected patients who are clinically eligible for antiretroviral therapy (ART) do not start timely treatment. We assessed the effects of an intervention targeting prevalent health systems barriers to ART initiation on timing and completeness of treatment initiation. Methods In this stepped-wedge, non-blinded, cluster-randomised controlled trial, 20 clinics in southwestern Uganda were randomly assigned in groups of five clinics every 6 months to the intervention by a computerised random number generator. This procedure continued until all clinics had crossed over from control (standard of care) to the intervention, which consisted of opinion-leader-led training and coaching of front-line health workers, a point-of-care CD4 cell count testing platform, a revised counselling approach without mandatory multiple pre-initiation sessions, and feedback to the facilities on their ART initiation rates and how they compared with other facilities. Treatment-naive, HIV-infected adults (aged ≥18 years) who were clinically eligible for ART during the study period were included in the study population. The primary outcome was ART initiation 14 days after first clinical eligibility for ART. This study is registered with ClinicalTrials.gov, number NCT01810289. Findings Between April 11, 2013, and Feb 2, 2015, 12 024 eligible patients visited one of the 20 participating clinics. Median CD4 count was 310 cells per μL (IQR 179-424). 3753 of 4747 patients (weighted proportion 80%) in the intervention group had started ART by 2 weeks after eligibility compared with 2585 of 7066 patients (38%) in the control group (risk difference 41·9%, 95% CI 40·1-43·8). Vital status was ascertained in a random sample of 208 patients in the intervention group and 199 patients in the control group. Four deaths (2%) occurred in the intervention group and five (3%) occurred in the control group. Interpretation A multicomponent intervention targeting health-care worker behaviour increased the probability of ART initiation 14 days after eligibility. This intervention consists of widely accessible components and has been tested in a real-world setting, and is therefore well positioned for use at scale. Funding National Institute of Allergy and Infectious Diseases (NIAID) and the President's Emergency Fund for AIDS Relief (PEPFAR).
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Amanyire et al. (2016) calculated that the study had 99% power based on assumptions that 25% of control and 50% of intervention patients would achieve the primary outcome, with five clinics per step, a harmonic mean of 50 individuals per clinic per period, and a coefficient of variation of 0.2.
“On the basis of assumptions that 25% of patients in the control group and 50% of patients in the intervention group would achieve the primary outcome, and with five clinics randomly assigned to the intervention in each of four steps, a harmonic mean of 50 individuals in each clinic during each period, and a coefficient of variation of 0·2, we calculated that the study had 99% power.”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [53]
Amanyire et al. (2016) randomized health facilities (clinics) as the unit, with four groups of five clinics randomly assigned to receive the intervention in one of four steps at intervals of about 6 months.
“Health facilities (clinics) were the unit of randomisation. Four groups of five clinics were randomly assigned to receive the intervention in one of four steps at intervals of about 6 months.”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [53]
Amanyire et al. (2016) included five clinics per step (20 clinics total).
“5”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [53]
Amanyire et al. (2016) used four steps in the stepped wedge design.
“4”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [53]
Amanyire et al. (2016) had a duration of 14 days for the primary endpoint (ART initiation within 14 days).
“14 days”
From Applications and implementation considerations for stepped-wedge designs in sub-Saharan Africa: a systematic review (2026) · cites this paper as [53]
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Self-citationMusa, Z. A., Akinsolu, F. T., Salako, A. O., Abodunrin, O. R., Ola, O. M., & Ezechi, O. C. (2026) · Frontiers in Epidemiology · doi:10.3389/fepid.2026.1529289
- Authors
- Amanyire, G., Semitala, F. C., Namusobya, J., Katuramu, R., Kampiire, L., Wallenta, J., Charlebois, E., Camlin, C., Kahn, J., Chang, W., Glidden, D., Kamya, M., Havlir, D., & Geng, E.
- Affiliations
- Makerere University (UG)
- University of California, San Francisco (US)
- Corresponding author
- Geng, Elvin
- ORCID
- Venue
- The Lancet HIV
- Publisher
- Elsevier BV
- Published
- 2016-11
- Volume
- 3
- Issue
- 11
- Pages
- e539-e548
- ISSN
- 2352-3018 (ISSN-L)
- PMC
- PMC5408866
- OpenAlex
- W2512229472
- Cited by
- 141
- References
- 5
- Citations by year
- 2026: 8 · 2025: 12 · 2024: 13 · 2023: 10 · 2022: 18 · 2021: 14 · 2020: 15 · 2019: 23 · 2018: 12 · 2017: 13 · 2016: 3
- FWCI
- 15.70
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Lancet HIV (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute of Mental Health (P30MH062246)
- National Institute of Allergy and Infectious Diseases (U01AI099959, UM1AI069496)
- Topics
- Health Sciences › Medicine › Infectious Diseases › HIV/AIDS Research and Interventions
- Health Sciences › Medicine › Infectious Diseases › HIV/AIDS drug development and treatment
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- antiretroviral therapy initiation, HIV, health professions education, point-of-care CD4 testing, Uganda, Africa, multicomponent intervention, health system strengthening
- MeSH terms
- Adult, Africa, Drug Administration Schedule, Female, Humans, Male, Middle Aged, Uganda, HIV Infections, Treatment Outcome, CD4 Lymphocyte Count, Anti-HIV Agents, Viral Load, Antiretroviral Therapy, Highly Active, Young Adult, Time-to-Treatment
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