Evidence map›Paper›PMID 40905197›Full record

ArticleTropical medicine & international health : TM & IH2025

Trends and Inequities in the Continuum of Care for Maternal Healthcare Services in Bangladesh: A National and Subnational Analysis.

Md Badsha Alam, Md Arif Billah, Shimlin Jahan Khanam, Md Mostaured Ali Khan, Md Bakhtiar Uddin, Noor Shah Kamawal, Md Nuruzzaman Khan

Abstract read
In one paragraph

Article in Tropical medicine & international health : TM & IH, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Md Badsha AlamDepartment of Population Science, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh.ORCID https://orcid.org/0000-0002-8676-6570
Md Arif BillahSchool of Psychology and Public Health, La Trobe University, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0002-0235-5935
Shimlin Jahan KhanamDepartment of Population Science, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh.ORCID https://orcid.org/0000-0001-6500-4537
Md Mostaured Ali KhanIndependent Researcher, Dhaka, Bangladesh.ORCID https://orcid.org/0000-0001-7837-3251
Md Bakhtiar UddinDepartment of Economics, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh.ORCID https://orcid.org/0000-0002-6736-2511
Noor Shah KamawalNossal Institute for Global Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia.
Md Nuruzzaman KhanDepartment of Population Science, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh.ORCID https://orcid.org/0000-0002-4550-4363

Funding

University of Melbourne
6 · The paper itself

Abstract

backgroundEnsuring a continuum of care in accessing antenatal to postnatal healthcare services is crucial for improving maternal and child health outcomes. This study aims to explore trends in the continuum of care over the years, both nationally and across regions; to provide district-level estimates; and to examine socio-economic disparities and determinants of continuum of care uptake in Bangladesh.

methodsA total of 28,260 samples were analysed. Continuum of care was considered as the outcome variable. District, wealth index, and several socio-demographic factors were included as explanatory variables. Trends of the continuum of care estimates were illustrated over survey years using descriptive statistics. Additional exploration of inequality was conducted across wealth quintiles, educational attainment and urban-rural residence through Equiplot. Finally, a multilevel multinomial logistic regression model was used to assess the factors associated with continuum of care.

resultsThe study revealed a significant increase in the highest level of continuum of care, rising from 6.0% in 2004 to 30.5% in 2017/2018, before declining to 24.8% in 2022. However, notable dropouts from the continuum of care were observed, particularly during the transitions from Antenatal Care to Skilled Birth Attendant and from Skilled Birth Attendant to postnatal Care. The analysis also identified district-level variations, urban-rural disparities and differences across wealth quintiles. Maternal socio-demographic characteristics, such as higher education and belonging to a higher wealth quintile, were associated with increased likelihoods of achieving moderate to the highest levels of continuum of care. In contrast, higher parity and rural residence were associated with lower likelihoods of attaining these levels of care.

conclusionThe findings underscore substantial progress in maternal healthcare services uptake in Bangladesh over the years, alongside persistent challenges in ensuring continuous care throughout the maternal healthcare continuum and district-level variations. Addressing district-level disparities and socioeconomic inequalities is crucial, necessitating tailored, area-specific policies and programmes to achieve universal access to quality maternal healthcare services across the country.

Indexed as

Continuity of Patient CareHealthcare DisparitiesMaternal Health ServicesAdolescentAdultBangladeshFemaleHealth Services AccessibilityHumansPostnatal CarePregnancyPrenatal CareRural PopulationSocioeconomic FactorsUrban PopulationYoung AdultBangladeshBangladesh demographic and health surveycontinuum of caredistrict‐level variationsocio‐economic inequality

Identifiers

PMID40905197
PMCPMC12588805

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.