Evidence map›Paper›PMID 41909392›Full record

ArticleCureus2026

Insights into Public-Private Sector Variations in Maternal Health Care Utilization in an Urban Slum in Mumbai.

Shwetangi R Shinde, Swati R Deshpande

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Shwetangi R ShindeCommunity Medicine, Lokmanya Tilak Municipal Medical College and Lokmanya Tilak Municipal General Hospital, Mumbai, IND.
Swati R DeshpandeCommunity Medicine, King Edward Memorial Hospital Seth Gordhandas Sunderdas Medical College, Mumbai, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Understanding variations in maternal health across public and private sectors is essential for improving service delivery. This study aimed to (i) compare maternal health service utilization across public and private facilities in an urban slum of Mumbai, and (ii) assess switching between sectors during childbirth and factors influencing it. Methods An analytical cross-sectional study was conducted from March 2023 to February 2024 among recently delivered women, selected through bi-monthly simple random sampling from health post and community health worker delivery records. Data were collected through household surveys and verification of health records. Variables included sociodemographic and obstetric profiles, core indicators of the antenatal care (ANC) process, delivery characteristics, and postnatal practices. Switching patterns between the registration sector and the place of delivery were assessed. Analysis included descriptive statistics, chi-square tests, and logistic regression. Results A total of 283 women were enrolled through systematic bi-monthly simple random sampling over the 12-month study period. Among them, 170 (60%) were registered in the public sector and 113 (40%) in the private sector. Higher maternal education (p<0.001), pre-existing medical disorders (p=0.004), and a previous cesarean section delivery (p=0.03) independently predicted private-sector registration. ANC utilization was high across both sectors, with no significant differences in core ANC components; however, Mother and Child Protection card coverage was higher in the public sector (p<0.001), while first-trimester ultrasonography was more frequent in the private sector (p=0.01). Sectoral switching between registration and delivery occurred in 31 women (11%), with no significant net shift (p=0.27). Cesarean section rates (p=0.01) and out-of-pocket expenditure (OOPE; p<0.001) were significantly higher in private facilities, whereas birth immunization (p=0.006) and exclusive breastfeeding at discharge (p<0.001) were better in public sector deliveries. Conclusion The study suggests that the public sector was the more frequent entry point for maternal care, while private-sector registration was associated with higher maternal education, prior cesarean section, and pre-existing medical disorders. The ANC quality was uniformly high across sectors and switching was low, driven by factors such as perceived quality of services and cost considerations among others. Private-sector deliveries had significantly higher cesarean rates and OOPE. Public facilities performed better in program linkage, newborn immunization, and exclusive breastfeeding practices. Strengthening coordination, standardizing obstetric practices, and reducing unnecessary interventions are essential to improve continuity, equity, and financial protection in urban maternal health care.

Indexed as

cesarean sectionmaternal healthprivate sectorpublic health facilitiespublic sector

Identifiers

PMID41909392
PMCPMC13019805

What OpenQuestion 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 OpenQuestion graph.