Evidence map›Paper›PMID 41960399›Full record

ArticleFrontiers in public health2026

The price of equality: determinants of the convergence in delivery costs in Bangladesh.

Martin Fischer, Masum Ali, Sanjib Saha

Abstract read
In one paragraph

Article in Frontiers in public health, 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

3 authors.

Martin FischerHealth Economics Unit, Department of Clinical Science (Malmö) Lund University, Forum Medicum, Lund, Sweden.
Masum AliNutrition and Health Science, Laney Graduate School, Emory University, Atlanta, GA, United States.
Sanjib SahaHealth Economics Unit, Department of Clinical Science (Malmö) Lund University, Forum Medicum, Lund, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Out-of-pocket (OOP) expenditures for childbirth in Bangladesh have increased substantially, intensifying financial pressure on lower-income households. While wealthier groups historically bore higher delivery costs, recent trends indicate a narrowing gap in spending across socioeconomic strata. This study investigates the drivers of this convergence in delivery-related expenditures between 2014 and 2022, distinguishing between demographic shifts and changes in medical service utilization. We analyzed nationally representative data from the 2014 and 2022 Bangladesh Demographic and Health Surveys using a retrospective two-stage stratified sampling design. Inequality in expenditures was assessed using the concentration index, and decomposition analysis was applied to quantify the contribution of explanatory factors. Between 2014 and 2022, the concentration index for delivery expenditures declined from 0.37 to 0.20 (Δ = -0.17,

Indexed as

Delivery, ObstetricHealthcare DisparitiesHealth ExpendituresAdultBangladeshCesarean SectionFemaleHumansPregnancyRetrospective StudiesSocioeconomic Disparities in HealthSocioeconomic FactorsBangladeshcesarean sectiondelivery expendituresdemographic and health surveyhealth inequalitymaternal health financingout-of-pocket expenditure

Identifiers

PMID41960399
PMCPMC13057423

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.