Evidence map›Paper›PMID 38135335›Full record

ArticleBMJ open2023

Analysis of maternal and child health spillover effects in PEPFAR countries.

Gary Gaumer, William H Crown, Jennifer Kates, Yiqun Luan, Dhwani Hariharan, Monica Jordan, Clare L Hurley, Allyala Nandakumar

Open access · goldAbstract read
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In one paragraph

Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
6.1field-weighted citation impact, top 3% 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

5 citing papers in PubMed, 14 citations in OpenAlex.

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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

8 authors at 2 institutions in 1 country.

Gary GaumerInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA garygaumer@gmail.com.ORCID 0000-0003-3304-1258
William H CrownInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.ORCID 0000-0002-8822-2737
Jennifer KatesGlobal Heallh and HIV Policy, The Kaiser Family Foundation, San Francisco, California, USA.
Yiqun LuanInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.
Dhwani HariharanInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.
Monica JordanInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.
Clare L HurleyInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.
Allyala NandakumarInstitute for Global Health and Development, Brandeis University, Heller School for Social Policy and Management, Waltham, Massachusetts, USA.
Brandeis University · USKaiser Family Foundation · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study examined whether the US President's Emergency Plan for AIDS Relief (PEPFAR) funding had effects beyond HIV, specifically on several measures of maternal and child health in low-income and middle-income countries (LMICs). The results of previous research on the question of PEPFAR health spillovers have been inconsistent. This study, using a large, multicountry panel data set of 157 LMICs including 90 recipient countries, adds to the literature.

designSeven indicators including child and maternal mortality, several child vaccination rates and anaemia among childbearing-age women are important population health indicators. Panel data and difference-in-differences estimators (DID) were used to estimate the impact of the PEPFAR programme from inception in 2004 to 2018 using a comparison group of 67 LMICs. Several different models of baseline (2004) covariates were used to help balance the comparison and treatment groups. Staggered DID was used to estimate impacts since all countries did not start receiving aid at PEPFAR's inception.

settingAll 157 LMICs from 1990 to 2018.

participants90 LMICs receiving PEPFAR aid and cohorts of those countries, including those required to submit annual country operational plans (COP), other recipient countries (non-COP), and three groupings of countries based on cumulative amount of per capita aid received (high, medium, low).

interventionsPEPFAR aid to combat the HIV epidemic. PRIMARY OUTCOME MEASURES: Maternal mortality and child mortality rates, vaccination rates to protect children for diphtheria, whooping cough and tetanus, measles, HepB3, and tetanus, and prevalence of anaemia in women of childbearing age.

resultsAcross PEPFAR recipient countries, large, favourable PEPFAR health effects were found for rates of childhood immunisation, child mortality and maternal mortality. These beneficial health effects were large and significant in all segments of PEPFAR recipient countries studied. We also found significant and favourable programme effects on the prevalence of anaemia in women of childbearing age in PEPFAR recipient countries receiving the most intensive financial support from the PEPFAR programme. Other recipient countries did not demonstrate significant effects on anaemia.

conclusionsThis study demonstrated that important health indicators, beyond HIV, have been consistently and favourably influenced by PEPFAR presence. Child and maternal mortality have been substantially reduced, and childhood immunisation rates increased. We also found no evidence of 'crowding out' or negative spillovers in these resource-poor countries. These findings add to the body of evidence that PEPFAR has had favourable health effects beyond HIV. The implications of these findings are that foreign aid for health in one area may have favourable health effects in other areas in recipient countries. More research is needed on the influence of the mechanisms at work that create these spillover health effects of PEPFAR.

Indexed as

AnemiaHIV InfectionsTetanusChildChild HealthFemaleHumansInternational CooperationHealth economicsHealth policyHealth Services AccessibilityHIV & AIDSPublic healthQUALITATIVE RESEARCH

Identifiers

PMID38135335
OpenAlexW4390111104

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.