Evidence map›Paper›PMID 27017824›Full record

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.

Samuel Abimerech Luboga, Bert Stover, Travis W Lim, Frederick Makumbi, Noah Kiwanuka, Flavia Lubega, Assay Ndizihiwe, Eddie Mukooyo, Erin K Hurley, Nagesh Borse and 6 more

Open access · bronzeAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 2 pooled it
3.6field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 2 syntheses or guidelines pooled it, 43 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. NIH Investment in HIV and Implementation Science.Journal of the International AIDS Society · 2026
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  5. Using machine learning to estimate health spillover effects.The European journal of health economics : HEPAC : health economics in prevention and care · 2024
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  8. 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 · 2022
    Article
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  13. Implementing quality improvement in tuberculosis programming: Lessons learned from the global HIV response.Journal of clinical tuberculosis and other mycobacterial diseases · 2019
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 5 institutions in 2 countries.

Samuel Abimerech LubogaFaculty of Health Sciences, Makerere University, PO Box 7062, Kampala University Road, Kampala, Uganda.
Bert StoverDepartment of Health Services, University of Washington, PO Box 357660, Seattle, WA 98195, USA.
Travis W LimDivision of Global HIV and Tuberculosis, 1600 Clifton Road, Atlanta, GA 30333, USA.
Frederick MakumbiFaculty of Health Sciences, Makerere University, PO Box 7062, Kampala University Road, Kampala, Uganda.
Noah KiwanukaFaculty of Health Sciences, Makerere University, PO Box 7062, Kampala University Road, Kampala, Uganda.
Flavia LubegaFaculty of Health Sciences, Makerere University, PO Box 7062, Kampala University Road, Kampala, Uganda.
Assay NdizihiweDivision of Global HIV and Tuberculosis, 1600 Clifton Road, Atlanta, GA 30333, USA.
Eddie MukooyoResource Center for the Uganda Ministry of Health, Uganda Ministry of Health, PO Box 7272 Kampala Uganda Plot 6 Lourdel Road, Nakasero.
Erin K HurleyDivision of Global HIV and Tuberculosis, 1600 Clifton Road, Atlanta, GA 30333, USA.
Nagesh BorseDivision of Global HIV and Tuberculosis, 1600 Clifton Road, Atlanta, GA 30333, USA.
Angela WoodDepartment of Global Health, University of Washington, PO Box 357965, Seattle, WA 98195, USA and.
James BernhardtDepartment of Global Health, University of Washington, PO Box 357965, Seattle, WA 98195, USA and.
Nathaniel LohmanDepartment of Global Health, University of Washington, PO Box 357965, Seattle, WA 98195, USA and.
Lianne SheppardDepartment of Biostatistics, University of Washington, PO Box 357232, Seattle, WA 98195, USA.
Scott BarnhartDepartment of Global Health, University of Washington, PO Box 357965, Seattle, WA 98195, USA and.
Amy HagopianDepartment of Health Services, University of Washington, PO Box 357660, Seattle, WA 98195, USA Department of Global Health, University of Washington, PO Box 357965, Seattle, WA 98195, USA and Hagopian@uw.edu.
University of Washington · USInternational Union Against Tuberculosis and Lung Disease · USKampala University · UGMakerere University · UGMinistry of Health · UG

Funding

HEALTH PROMOTION RESEARCH CENTERU48DP001911 · DP · UNIVERSITY OF WASHINGTON · PI HARRIS, JEFFREY RANDALL · 2009 to 2013
$14.3M
NCCDPHP CDC HHS U48 DP001911
6 · The paper itself

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.

Indexed as

Financial SupportInternational CooperationDelivery of Health CareGlobal HealthHealth ServicesHIV InfectionsHumansRetrospective StudiesUgandaAfricaglobal health initiativesHIVPEPFAR health system strengtheningUganda

Identifiers

PMID27017824
PMCPMC4977428
OpenAlexW2311976025

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.