Evidence map›Paper›PMID 41743157›Full record

ArticleHealth science reports2026

Economic and Demographic Factors Associated With Antenatal Care Utilization in Bangladesh: An Ordered Response Analysis Using Cross-Sectional Data.

Shuvongkar Sarkar, Md Kamruzzaman, Md Mohsan Khudri, Md Mozaffar Hosain

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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0citing papers 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

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

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

4 authors.

Shuvongkar SarkarDepartment of Statistics Jagannath University Dhaka Bangladesh.ORCID https://orcid.org/0009-0000-6733-2235
Md KamruzzamanDepartment of Statistics Jagannath University Dhaka Bangladesh.ORCID https://orcid.org/0000-0002-3847-2666
Md Mohsan KhudriEconomics and Business Administration Department Austin College Sherman Texas USA.
Md Mozaffar HosainDepartment of Statistics Jagannath University Dhaka Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: The global strategy for the health of women and children under Sustainable Development Goal (SDG) 3 focuses on reducing maternal and neonatal mortality. Antenatal Care (ANC) is a crucial factor in meeting these objectives. Adequate ANC depends on four key dimensions: timely initiation, sufficient number of visits, skilled provider involvement, and appropriate content. A limited number of studies have assessed all these conditions in low- and middle-income countries. This study assesses the adequacy of ANC services in Bangladesh, examining four key dimensions. Methods: Using data from the 2022 Bangladesh Demographic and Health Survey (BDHS) and ordinal logistic regression, we explore associations between socioeconomic and demographic factors and ANC adequacy. Results: Our results show that wealth, education (both women's and partners'), urban residence, age at childbirth, and mass media exposure are significantly associated with ANC adequacy. Wealthier, more educated women with educated partners and urban residents were more likely to receive adequate ANC. Conclusion: These findings underscore the need for targeted policies to enhance the quality and equity of ANC services, which enable Bangladesh achieving maternal health targets under SDG 3.

Indexed as

antenatal careBangladeshdeveloping countryeducationmaternal health

Identifiers

PMID41743157
PMCPMC12929190

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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.