ArticleHealth policy and planning2016
Did PEPFAR investments result in health system strengthening? A retrospective longitudinal study measuring non-HIV health service utilization at the district level.
Article in Health policy and planning, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
What it found
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Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 43 citations in OpenAlex.
- Pooled it
- Using routine health information data for research in low- and middle-income countries: a systematic review.BMC health services research · 2020Pooled it
- NIH Investment in HIV and Implementation Science.Journal of the International AIDS Society · 2026Article
- Article
- Using machine learning to estimate health spillover effects.The European journal of health economics : HEPAC : health economics in prevention and care · 2024Article
- The impact of shifts in PEPFAR funding policy on HIV services in Eastern Uganda (2015-21).Health policy and planning · 2024Article
- HIV policy legacies, pandemic preparedness and policy effort to address COVID-19.PLOS global public health · 2023Article
- Effects of HIV infection on metastatic cervical cancer and age at diagnosis among patients in Lusaka, Zambia.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2022Article
- Transitioning health workers from PEPFAR contracts to the Uganda government payroll.Health policy and planning · 2021Article
- Pursuing health systems strengthening through disease-specific programme grants: experiences in Tanzania and Sierra Leone.BMJ global health · 2021Article
- The impact of loss of PEPFAR support on HIV services at health facilities in low-burden districts in Uganda.BMC health services research · 2021Article
- Priority setting for health system strengthening in low income countries. A qualitative case study illustrating the complexities.Health systems (Basingstoke, England) · 2021Article
- Implementing quality improvement in tuberculosis programming: Lessons learned from the global HIV response.Journal of clinical tuberculosis and other mycobacterial diseases · 2019Article
- Association of the US President's Emergency Plan for AIDS Relief's Funding With Prevention of Mother-to-Child Transmission of HIV in Kenya.JAMA network open · 2019Article
- Article
- How can we evaluate the cost-effectiveness of health system strengthening? A typology and illustrations.Social science & medicine (1982) · 2019Article
- The impact of PEPFAR transition on HIV service delivery at health facilities in Uganda.PloS one · 2019Article
- Association Between HIV Infection and Cancer Stage at Presentation at the Uganda Cancer Institute.Journal of global oncology · 2018Article
- Conducting a Large Public Health Data Collection Project in Uganda: Methods, Tools, and Lessons Learned.Journal of research practice · 2018Article
- The effect of facility-based antiretroviral therapy programs on outpatient services in Kenya and Uganda.BMC health services research · 2017Article
Corrections and comments
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Authors and funding
16 authors at 5 institutions in 2 countries.
Funding
Abstract
objectivesPEPFAR's initial rapid scale-up approach was largely a vertical effort focused fairly exclusively on AIDS. The purpose of our research was to identify spill-over health system effects, if any, of investments intended to stem the HIV epidemic over a 6-year period with evidence from Uganda. The test of whether there were health system expansions (aside from direct HIV programming) was evidence of increases in utilization of non-HIV services-such as outpatient visits, in-facility births or immunizations-that could be associated with varying levels of PEPFAR investments at the district level.
methodsUganda's Health Management Information System article-based records were available from mid-2005 onwards. We visited all 112 District Health offices to collect routine monthly reports (which contain data aggregated from monthly facility reports) and annual reports (which contain data aggregated from annual facility reports). Counts of individuals on anti-retroviral therapy (ART) at year-end served as our primary predictor variable. We grouped district-months into tertiles of high, medium or low PEPFAR investment based on their total reported number of patients on ART at the end of the year. We generated incidence-rate ratios, interpreted as the relative rate of the outcome measure in relation to the lowest investment PEPFAR tertile, holding constant control variables in the model.
resultsWe found PEPFAR investment overall was associated with small declines in service volumes in several key areas of non-HIV care (outpatient care for young children, TB tests and in-facility deliveries), after adjusting for sanitation, elementary education and HIV prevalence. For example, districts with medium and high ART investment had 11% fewer outpatient visits for children aged 4 and younger compared with low investment districts, incidence rate ratio (IRR) of 0.89 for high investment compared with low (95% CI, 0.85-0.94) and IRR of 0.93 for medium compared with low (0.90-0.96). Similarly, 22% fewer TB sputum tests were performed in high investment districts compared with low investment, [IRR 0.78 (0.72-0.85)] and 13% fewer in medium compared with low, [IRR 0.88 (0.83-0.94)]. Districts with medium and high ART investment had 5% fewer in-facility deliveries compared with low investment districts [IRR 0.95 for high compared with low, (91-1.00) and 0.96 for medium compared with low (0.93-0.99)]. Although not statistically significant, the rate of maternal deaths in high investment district-months was 13% lower than observed in low investment districts.
conclusionsThis study sought to understand whether PEPFAR, as a vertical programme, may have had a spill-over effect on the health system generally, as measured by utilization. Our conclusion is that it did not, at least not in Uganda.
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Registered trials
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