ArticlePloS one2021
Adopting Andersen's behavior model to identify factors influencing maternal healthcare service utilization in Bangladesh.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.
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Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Utilization of maternal healthcare services in low- and middle-income countries: a systematic review and meta-analysis.Systematic reviews · 2025Pooled it
- Maternal health service utilization in the Jimma Zone, Ethiopia: results from a baseline study for mobile phone messaging interventions.BMC pregnancy and childbirth · 2024Trial
- Trends, determinants and inequality of utilization of maternal healthcare services in Bangladesh: an analysis of demographic and health surveys from 2004 to 2022.BMC pregnancy and childbirth · 2026Article
- Uncovering the Reasons Behind Maternal Care Dropout in Bangladesh: Cross-Sectional Study.JMIR public health and surveillance · 2026Article
- The effectiveness of family medicine-led antenatal/postnatal care programs in Saudi Arabia: A systematic review.Journal of family medicine and primary care · 2026Review
- Prevalence and factors associated with health facility-based deliveries among urban slum settlers in Lubaga Division, Kampala District, Uganda: a community-based cross-sectional study.BMC health services research · 2026Article
- Maternal screening coverage and determinants during facility-based antenatal care in Nigeria: analysis of the 2018 Demographic and Health Survey.Reproductive health · 2026Article
- Social determinants of antenatal care utilization: an analysis of 2022 Ghana demographic and health survey.BMC pregnancy and childbirth · 2026Article
- Integrated Determinants of Maternal Healthcare Decisions: A Cross-Sectional Analysis of Predisposing, Enabling, and Illness-Level Factors in Bo District, Sierra Leone.Annals of global health · 2026Article
- The role of significant others in the inadequate use of maternal healthcare among married women in Uganda: a secondary analysis of the 2016 demographic and health survey.Journal of health, population, and nutrition · 2025Article
- Article
- Consanguineous marriages and low birth weight mediating role of antenatal care visits.Scientific reports · 2025Article
- Determinants of Negative Childbirth Experience and Its Influence on Mode of Delivery Decisions.Cureus · 2025Article
- Modeling determinants of accessibility for healthcare services in rural and urban areas of Dodoma, Tanzania.BMC public health · 2025Article
- A cross-country analysis of the effects of spousal migration on health care access for families left behind.Health affairs scholar · 2025Article
- Exploring the spatial and temporal dynamics of the health index of Bangladesh using Bayesian framework.Journal of public health research · 2025Article
- Impact of Ghana's fee exemption policy on maternal health service utilisation: an inverse probability of treatment weighting analysis of pooled national data.Journal of global health · 2025Article
- Factors associated with antenatal care utilization among women with disabilities in Ethiopia: Using Andersen's Behaviour Model of Health Service Use.PLOS global public health · 2025Article
- Assessment of maternal healthcare services among the women of reproductive age in the rural municipality of Nepal: a cross-sectional study.BMJ public health · 2025Article
- Impact of the Timed and Targeted Counselling Model on Maternal Health Continuum of Care Outcomes in Northern Uganda: Protocol of a Quasi-Experimental Study.Methods and protocols · 2024Article
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Abstract
backgroundEquitable maternal healthcare service access and it's optimum utilization remains a challenge for many developing countries like Bangladesh, and different predisposing, enabling, and need-based factors affect the level of maternal healthcare use. The evidently poor maternal healthcare service utilization and disparities among groups in Bangladesh are concerning considering its effect on maternal health outcomes. The study aimed to identify the factors that influence maternal healthcare service (MHS) utilization in Bangladesh by adopting Andersen's behavior model of health service use as the theoretical framework.
methodsThe 2017-18 Bangladesh Demographic Health Survey (2017-18 BDHS) data were used which is nationally representative. The survey study used two-stage stratified sampling to select study households, and data were collected through face-to-face interviews. The desirable, moderate, and undesirable maternal health service (MHS) package was developed based on antenatal, and delivery care services use during pregnancy and childbirth. Multinomial logistic regression and discriminant analysis were performed to analyze the factors that affect MHS use.
resultsOut of 5,011 ever-married women, only 31.2% of women utilized the desirable level of MHS. The likelihood of using the desirable level of MHS package, relative to the undesirable category, was 9.38 times (OR: 9.38, 95% CI: 4.30-20.44) higher for women with a higher level of education compared to illiterate women, and the same trend was noticed for husband's education. The wealth index had the highest standardized function coefficients (Beta coefficient: 0.49) in discriminatory function. Women with the richest wealth index were more than 23 times (OR: 23.27, 95% CI: 12.69-42.68) likely to have utilized desirable MHS than their poorest counterparts. The likelihood of service uses also varied according to the child's birth order, administrative regions, and area of residence (rural vs. urban).
conclusionsPolicies and interventions directed towards poverty reduction, universal education, and diminishing geographical disparities of healthcare access might influence the desirable use of maternal healthcare services in Bangladesh.
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