Evidence map›Paper›PMID 42005690›Full record

ArticleHealth science reports2026

Maternal Healthcare Service Utilization in Bangladesh: A Cross-Sectional Study of Determinants and Temporal Trends Using BDHS 2011-2022.

Kamrul Hassan Prantik, Anika Tabassum Nabi, Golam Morshed Suhel, Mahmud Afroz, Mohammad Nayeem Hasan

Abstract read
In one paragraph

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

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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

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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

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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

5 authors.

Kamrul Hassan PrantikDepartment of Statistics Shahjalal University of Science and Technology Sylhet Bangladesh.ORCID https://orcid.org/0009-0003-6424-2674
Anika Tabassum NabiDepartment of Statistics Shahjalal University of Science and Technology Sylhet Bangladesh.ORCID https://orcid.org/0009-0009-7412-2127
Golam Morshed SuhelDepartment of Sociology University at Albany, State University of New York Albany New York USA.
Mahmud AfrozDepartment of Geosciences University of Arkansas Fayetteville Arkansas USA.ORCID https://orcid.org/0009-0000-9036-9618
Mohammad Nayeem HasanDepartment of Statistics Shahjalal University of Science and Technology Sylhet Bangladesh.ORCID https://orcid.org/0000-0002-2383-0459

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In recent decades, Bangladesh has improved maternal health outcomes significantly. However, disparities in access to maternal healthcare facilities over time remain, particularly in a densely populated country like Bangladesh. This research seeks to highlight the growing use of maternal health facilities from 2011 to 2022 and to reveal key determinants influencing utilization. Method: The analysis used dataset extracted from the 2011, 2014, 2017-2018, and 2022 rounds of Bangladesh Demographic Health Survey (BDHS). Temporal trends in maternal health services across survey years are depicted by descriptive statistics. Overall utilization was examined using pooled data. Multivariable logistic regression identified the associated factors influencing the usage of maternal healthcare services. Results: The study revealed an upward trend in the use of maternal health facilities throughout the survey years. In 2022, women were 1.57 times more likely to have four Antenatal care visits, 5.36 (95% CI: 4.34-6.63) times more likely to have facility-based delivery, and 5.61 (95% CI: 4.63-6.79) times more likely to receive skilled birth attendance compared to 2011. Higher utilization was associated with urban residence with odds of 1.35 (95% CI: 1.16-1.58), 1.28 (95% CI: 1.09-1.51), and 1.34 (95% CI: 1.16-1.55) for ANC, FBA, and SBA, respectively. Higher maternal education showed odds of 4.59 (95% CI: 3.27-6.43), 4.44 (95% CI: 3.14-6.29), and 6.07 (95% CI:4.52-8.16), and richest households utilized maternal health care services 2.59 (95% CI: 1.99-3.38), 4.64 (95% CI: 3.53-6.10), and 4.34 (95% CI: 3.40-5.43) times more for ANC, FBA, and SBA, respectively. Conclusion: This study demonstrates significant improvements in maternal healthcare engagement in Bangladesh over the past decade. Exposure to media and longer birth intervals were associated with higher utilization. Regional, religious, and household-level disparities were also evident, whereas factors such as employment and larger family size were linked to reduced service use. However, disparities remain across regions, socioeconomic groups, and household characteristics, underscoring the need for targeted interventions.

Indexed as

antenatal carefacility‐based deliveryskilled birth attendancesocio‐demographic determinantstemporal trends

Identifiers

PMID42005690
PMCPMC13087634

What Socratic holds

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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 Socratic graph.