ArticleJournal of health, population, and nutrition2016
Role of spatial tools in public health policymaking of Bangladesh: opportunities and challenges.
Article in Journal of health, population, and nutrition, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Spatial Pattern and Determinants of Inadequate Complementary Feeding Indicators Among Children Aged 6-23 Months in Bangladesh: A Cross-Sectional Study.Health science reports · 2026Article
- Enhancing Data-Driven Decision-Making in HIV Care With Viral Load and Early Infant Diagnosis Data Dashboards in Côte d'Ivoire: Qualitative Study.JMIR human factors · 2026Article
- Unmet Need for Family Planning in Spatial Analysis: A Systematic Review.Iranian journal of public health · 2024Review
- Bayesian Modeling and Estimation of Spatial Risk for Hospitalization and Mortality from Ischemic Heart Disease in Paraná, Brazil.Global heart · 2024Article
- Article
- Modelling improved efficiency in healthcare referral systems for the urban poor using a geo-referenced health facility data: the case of Sylhet City Corporation, Bangladesh.BMC public health · 2020Article
- Modeling spatial access to cervical cancer screening services in Ondo State, Nigeria.International journal of health geographics · 2020Article
- Analyzing spatial and space-time clustering of facility-based deliveries in Bangladesh.Tropical medicine and health · 2019Article
- Using spatial analysis and GIS to improve planning and resource allocation in a rural district of Bangladesh.BMJ global health · 2019Review
- Using geospatial techniques to develop an emergency referral transport system for suspected sepsis patients in Bangladesh.PloS one · 2018Article
- Exploring spatial and temporal patterns of visceral leishmaniasis in endemic areas of Bangladesh.Tropical medicine and health · 2017Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In spite of the increasing efforts to gather spatial data in developing countries, the use of maps is mostly for visualization of health indicators rather than informed decision-making. Various spatial tools can aid policymakers to allocate resources effectively, predict patterns in communicable or infectious diseases, and provide insights into geographical factors which are associated with utilization or adequacy of health services. In Bangladesh, the launch of District Health Information System 2, along with recent efforts to gather spatial data of facilities location, provides an interesting opportunity to study the current landscape and the potential barriers in advancing the use of spatial tools for informed decision making. This study assessed the current level of map usage and spatial tools for health sector planning in Bangladesh, focusing on investigating why map usage and spatial tools remained at a basic level for the purpose of health policy. The study design involved in-depth interviews, followed by an expert survey (n = 39) obtained through snowball sampling.Our survey revealed that assessing areas with shortage of community health workers emerged as the top most for basic map usage or primarily for visualization purpose, while planning for emergency and obstetric care services, and disease mapping was the most frequent category for intermediate and advanced map usage, respectively. Furthermore, we found lack of inter-institutional collaboration, lack of continuous availability of trained personnel, and lack of awareness on the use of geographic information system (GIS) as a decision-making tool as three most critical barriers in the current landscape. Our findings highlight the barriers in increasing the adoption of spatial tools for health policymaking and planning in Bangladesh.
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