Evidence map›Paper›PMID 40539944›Full record

ArticleJournal of global health2025

The role of women's empowerment in the uptake of maternal health services in low- and middle-income countries: a propensity score-matched analysis.

Daniel Gashaneh Belay, Gizachew A Tessema, Jennifer Dunne, Aditi Roy, Richard Norman

Abstract read
In one paragraph

Article in Journal of global health, 2025. 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
–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

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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.

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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

5 authors.

Daniel Gashaneh BelayCurtin School of Population Health, Curtin University, Perth, Western Australia, Australia.
Gizachew A TessemaCurtin School of Population Health, Curtin University, Perth, Western Australia, Australia.
Jennifer DunneDementia Centre of Excellence, enAble Institute, Curtin University, Perth, Western Australia, Australia.
Aditi RoyCurtin School of Population Health, Curtin University, Perth, Western Australia, Australia.
Richard NormanCurtin School of Population Health, Curtin University, Perth, Western Australia, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Women's empowerment directly influences the quality and timeliness of the maternal health care they receive; a lack thereof, particularly in low- and middle-income countries (LMICs), is likely to contribute to poor uptake of maternal healthcare. We aimed to evaluate the role of women's empowerment in maternal healthcare in LMICs. Methods: We used the recent Demographic and Health Survey (DHS) data on 71 077 married/partnered women from 35 LMICs. We categorised women as empowered if they participated in all decision-making activities and were able to disagree that a husband is justified in hitting or beating his wife for any reason. We used logit propensity score matching (PSM) analysis to estimate the effect of women's empowerment on maternal health services. Result: Only one-third (33.8%) of reproductive-age women in LMICs (95% confidence interval = 27.7-40.8) were estimated to be empowered. Women's empowerment was associated with an 11.2 percentage point increase in having adequate antenatal care (ANC) visits (average treatment effects on the treated (ATT) = 0.112, standard error (SE) = 0.026) and an 8.0 percentage point increase in the likelihood of health facility childbirth (ATT = 0.078, SE = 0.039). However, there was insufficient evidence for early postnatal care visits. Conclusions: Empowering women has a positive association with the utilisation of adequate ANC visits and health facility childbirth in LMICs. These findings underscore the necessity for public health programmes to empower women and enhance their decision-making abilities to improve maternal healthcare uptake, such as health facility childbirth and ANC visits.

Indexed as

Developing CountriesEmpowermentMaternal Health ServicesPatient Acceptance of Health CareAdolescentAdultFemaleHumansMiddle AgedPregnancyPrenatal CarePropensity ScoreYoung Adult

Identifiers

PMID40539944
PMCPMC12180484

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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.