Evidence map›Paper›PMID 38580960›Full record

SynthesisBMC health services research2024

The impact of health insurance on maternal and reproductive health service utilization and financial protection in low- and lower middle-income countries: a systematic review of the evidence.

Joseph Kazibwe, Phuong Bich Tran, Andrea Hannah Kaiser, Simon Peter Kasagga, Felix Masiye, Björn Ekman, Jesper Sundewall

Abstract readSystematic Review
In one paragraph

Synthesis in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing 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

15 citing papers in PubMed.

  1. Article
  2. Socioeconomic and Geographical Analysis on Antenatal Care Visits in Indonesia: A Cross-sectional Study.International journal of community based nursing and midwifery · 2026
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  12. Review
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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

7 authors.

Joseph KazibweDepartment of Clinical Sciences, Lund University, Jan Waldenströms Gata, 35205 02, Malmö, Sweden. Joseph.kazibwe@med.lu.se.
Phuong Bich TranDepartment of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium.
Andrea Hannah KaiserDepartment of Clinical Sciences, Lund University, Jan Waldenströms Gata, 35205 02, Malmö, Sweden.
Simon Peter KasaggaDepartment of Social Science, Makerere University, Kampala, Uganda.
Felix MasiyeDepartment of Economics, University of Zambia, Lusaka, Zambia.
Björn EkmanDepartment of Clinical Sciences, Lund University, Jan Waldenströms Gata, 35205 02, Malmö, Sweden.
Jesper SundewallDepartment of Clinical Sciences, Lund University, Jan Waldenströms Gata, 35205 02, Malmö, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLow- and middle-income countries have committed to achieving universal health coverage (UHC) as a means to enhance access to services and improve financial protection. One of the key health financing reforms to achieve UHC is the introduction or expansion of health insurance to enhance access to basic health services, including maternal and reproductive health care. However, there is a paucity of evidence of the extent to which these reforms have had impact on the main policy objectives of enhancing service utilization and financial protection. The aim of this systematic review is to assess the existing evidence on the causal impact of health insurance on maternal and reproductive health service utilization and financial protection in low- and lower middle-income countries.

methodsThe review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The search included six databases: Medline, Embase, Web of Science, Cochrane, CINAHL, and Scopus as of 23rd May 2023. The keywords included health insurance, impact, utilisation, financial protection, and maternal and reproductive health. The search was followed by independent title and abstract screening and full text review by two reviewers using the Covidence software. Studies published in English since 2010, which reported on the impact of health insurance on maternal and reproductive health utilisation and or financial protection were included in the review. The ROBINS-I tool was used to assess the quality of the included studies.

resultsA total of 17 studies fulfilled the inclusion criteria. The majority of the studies (82.4%, n = 14) were nationally representative. Most studies found that health insurance had a significant positive impact on having at least four antenatal care (ANC) visits, delivery at a health facility and having a delivery assisted by a skilled attendant with average treatment effects ranging from 0.02 to 0.11, 0.03 to 0.34 and 0.03 to 0.23 respectively. There was no evidence that health insurance had increased postnatal care, access to contraception and financial protection for maternal and reproductive health services. Various maternal and reproductive health indicators were reported in studies. ANC had the greatest number of reported indicators (n = 10), followed by financial protection (n = 6), postnatal care (n = 5), and delivery care (n = 4). The overall quality of the evidence was moderate based on the risk of bias assessment.

conclusionThe introduction or expansion of various types of health insurance can be a useful intervention to improve ANC (receiving at least four ANC visits) and delivery care (delivery at health facility and delivery assisted by skilled birth attendant) service utilization in low- and lower-middle-income countries. Implementation of health insurance could enable countries' progress towards UHC and reduce maternal mortality. However, more research using rigorous impact evaluation methods is needed to investigate the causal impact of health insurance coverage on postnatal care utilization, contraceptive use and financial protection both in the general population and by socioeconomic status.

trial registrationThis study was registered with Prospero (CRD42021285776).

Indexed as

Developing CountriesInsurance, HealthMaternal Health ServicesReproductive Health ServicesFemaleHealth Services AccessibilityHumansPatient Acceptance of Health CarePregnancyUniversal Health InsuranceFinancial protectionHealth insuranceImpactLow and lower middle-income countriesMaternal and reproductive healthUHC

Identifiers

PMID38580960
PMCPMC10996233

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.