ArticlePloS one2019
Regional disparities in maternal and child health indicators: Cluster analysis of districts in Bangladesh.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Article
- Determinants of household well-being and mapping vulnerability in Bangladesh: evidence from BDHS 2022 data.BMC public health · 2025Article
- Examining regional disparities in maternal and child health in Bangladesh using cluster analysis of MICS 2019 data.Scientific reports · 2025Article
- Poverty and women's health in Somaliland: examining body mass index and maternal mortality.Journal of health, population, and nutrition · 2025Article
- Exploring the spatial and temporal dynamics of the health index of Bangladesh using Bayesian framework.Journal of public health research · 2025Article
- Determinants and Projections of Minimum Acceptable Diet among Children Aged 6-23 Months: A National and Subnational Inequality Assessment in Bangladesh.International journal of environmental research and public health · 2023Article
- Cancer related knowledge, attitude, and practice among community health care providers and health assistants in rural Bangladesh.BMC health services research · 2021Article
- Article
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Abstract
Efforts to mitigate public health concerns are showing encouraging results over the time but disparities across the geographic regions still exist within countries. Inadequate researches on the regional disparities of health indicators based on representative and comparable data create challenges to develop evidence-based health policies, planning and future studies in developing countries like Bangladesh. This study examined the disparities among districts on various maternal and child health indicators in Bangladesh. Cluster analysis-an unsupervised learning technique was used based on nationally representative dataset originated from Multiple Indicator Cluster Survey (MICS), 2012-13. According to our results, Bangladesh is classified into two clusters based on different health indicators with substantial variations in districts per clusters for different sets of indicators suggesting regional variation across the indicators. There is a need to differentially focus on community-level interventions aimed at increasing maternal and child health care utilization and improving the socioeconomic position of mothers, especially in disadvantaged regions. The cluster analysis approach is unique in terms of the use of health care metrics in a multivariate setup to study regional similarity and dissimilarity in the context of Bangladesh.
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