Evidence map›Paper›PMID 39185590›Full record

ArticleHealth policy and planning2024

Closing the gap? Results-based financing and socio-economic-related inequalities in maternal health outcomes in Zimbabwe.

Marshall Makate, Nyasha Mahonye

Abstract read
In one paragraph

Article in Health policy and planning, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. 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

2 authors.

Marshall MakateHealth Economics and Data Analytics, School of Population Health, Curtin University, GPO Box U1987, Perth, WA 6845, Australia.ORCID 0000-0002-2005-2970
Nyasha MahonyeSchool of Economics and Finance, University of the Witwatersrand, P Bag 3, Johannesburg 2050, South Africa.ORCID 0000-0003-1585-4191

Funding

Consortium pour la recherche économique en Afrique RT19535
6 · The paper itself

Abstract

The results-based financing (RBF) programme, first implemented in Zimbabwe in 2011 and gradually expanded to other districts, aimed to address disparities in maternal health outcomes by improving the utilization of health services. This study leverages the staggered rollout of the programme as a quasi-experimental design to assess its impact on asset wealth-related inequalities in selected maternal health outcomes. The objective is to determine whether RBF can effectively reduce these disparities and promote equitable healthcare access. We employ an extended two-way fixed effects (ETWFE) model to exploit temporal variation in RBF implementation as well as individual-level variation in birth timing for identification. Utilizing pooled cross-sectional and nationally representative data from the Zimbabwe demographic and health surveys collected between 1999 and 2015, our analysis reveals significant reductions in relative and absolute maternal health inequalities, especially in the frequency and timing of prenatal care, delivery by caesarean section and family planning. Specifically, the RBF programme is associated with reductions in disparities for completing at least four or more prenatal care visits (-0.026, P < 0.01), first-trimester prenatal care (-0.033, P < 0.01), delivery by caesarean section (-0.028, P < 0.005) and family planning (-0.033, P < 0.005). Additionally, the programme is associated with improved prenatal care quality, as evidenced by progress on the prenatal care quality index (-0.040, P < 0.01). These effects are more pronounced among lower socio-economic groups in RBF districts, highlighting RBF's potential to promote equitable healthcare access. Our findings advocate for targeted policy interventions prioritizing expanding access to critical maternal health services in underserved areas and incorporating equity-focused measures within RBF frameworks to ensure inclusive and effective healthcare delivery in Zimbabwe and other low-income countries.

Indexed as

Healthcare DisparitiesHealth Services AccessibilityMaternal Health ServicesSocioeconomic FactorsAdultCesarean SectionCross-Sectional StudiesFamily Planning ServicesFemaleHumansMaternal HealthPregnancyPrenatal CareZimbabweabsolute inequalityextended two-way fixed effectsmaternal health outcomesrelative inequalityResults-based financingwealth-related inequalityZimbabwe

Identifiers

PMID39185590
PMCPMC11562138

What OpenQuestion holds

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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.