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

**Authors:** Shuvongkar Sarkar, Md. Kamruzzaman, Md. Mohsan Khudri, Md. Mozaffar Hosain

PMC · DOI: 10.1002/hsr2.71825 · Health Science Reports · 2026-02-23

## TL;DR

This study examines factors influencing antenatal care in Bangladesh, finding that wealth, education, and urban residence are linked to better care.

## Contribution

The study evaluates four dimensions of antenatal care adequacy using ordinal logistic regression in Bangladesh.

## Key findings

- Wealthier and more educated women are more likely to receive adequate antenatal care.
- Urban residence and mass media exposure are significantly associated with better antenatal care.
- Partner's education level also influences the adequacy of antenatal services.

## Abstract

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.

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.

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.

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.

## Full-text entities

- **Diseases:** preterm delivery (MESH:D047928), ANC (MESH:D003428), deaths (MESH:D003643), pregnancy complications (MESH:D011248), neonatal deaths (MESH:D066087), intimate partner violence (MESH:C563733), maternal (MESH:D000079262), stillbirths (MESH:D050497), postpartum hemorrhage (MESH:D006473)
- **Chemicals:** IFA (-), iron (MESH:D007501)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

28 references — full list in the complete paper: https://tomesphere.com/paper/PMC12929190/full.md

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Source: https://tomesphere.com/paper/PMC12929190