ArticlePloS one2019
Impact of traffic variability on geographic accessibility to 24/7 emergency healthcare for the urban poor: A GIS study in Dhaka, 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 30 papers.
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Who cites it
30 citing papers in PubMed.
- The 'golden hour': a geospatial analysis of travel time to public emergency departments in Kenya.BMJ global health · 2026Observational
- Optimizing Cooperative Community Hospital Selection for Post-Discharge Care with NSGA-II Algorithm.Healthcare (Basel, Switzerland) · 2026Article
- Intimate partner violence and the dual burden of anxiety and depression among women in Zambia: Spatial inequalities and implications for the sustainable development goals.Global mental health (Cambridge, England) · 2026Article
- Assessing the Association of Physician and Specialist Maldistribution with Out-of-hospital Cardiac Arrest Outcomes: Implications for Regulatory Policy.JMA journal · 2025Article
- Differences in walking access to healthcare facilities between formal and informal areas in 19 sub-Saharan African cities.Communications medicine · 2025Article
- Paediatric anaemia in rural Kenya and the role of travel time to emergency care services.Frontiers in epidemiology · 2025Article
- Inequalities in geographical access to emergency obstetric and newborn care.Bulletin of the World Health Organization · 2024Article
- Socio-spatial equity analysis of relative wealth index and emergency obstetric care accessibility in urban Nigeria.Communications medicine · 2024Article
- Quality of life and its predictors among patients with metastatic cancer in Bangladesh: the APPROACH survey.BMC palliative care · 2024Article
- Optimization of the emergency obstetric and neonatal care network in Benin through expert-based sub-national prioritizations.Frontiers in global women's health · 2024Article
- Estimated travel time and staffing constraints to accessing the Ethiopian health care system: A two-step floating catchment area analysis.Journal of global health · 2023Article
- Mapping population access to essential surgical care in Liberia using equipment, personnel, and bellwether capability standards.The British journal of surgery · 2023Observational
- Article
- Comparing modelled with self-reported travel time and the used versus the nearest facility: modelling geographic accessibility to family planning outlets in Kenya.BMJ global health · 2022Article
- Tale of 22 cities: utilisation patterns and content of maternal care in large African cities.BMJ global health · 2022Article
- Assessing Trauma Center Accessibility for Healthcare Equity Using an Anti-Covering Approach.International journal of environmental research and public health · 2022Article
- Leveraging big data for improving the estimation of close to reality travel time to obstetric emergency services in urban low- and middle-income settings.Frontiers in public health · 2022Article
- Impact of traffic congestion on spatial access to healthcare services in Nairobi.Frontiers in health services · 2022Article
- Disparities in Healthcare Services and Spatial Assessments of Mobile Health Clinics in the Border Regions of Thailand.International journal of environmental research and public health · 2021Article
- An assessment of geographical access and factors influencing travel time to emergency obstetric care in the urban state of Lagos, Nigeria.Health policy and planning · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Ensuring access to healthcare in emergency health situations is a persistent concern for health system planners. Emergency services, including critical care units for severe burns and coronary events, are amongst those for which travel time is the most crucial, potentially making a difference between life and death. Although it is generally assumed that access to healthcare is not an issue in densely populated urban areas due to short distances, we prove otherwise by applying improved methods of assessing accessibility to emergency services by the urban poor that take traffic variability into account. Combining unique data on emergency health service locations, traffic flow variability and informal settlements boundaries, we generated time-cost based service areas to assess the extent to which emergency health services are reachable by urban slum dwellers when realistic traffic conditions and their variability in time are considered. Variability in traffic congestion is found to have significant impact on the measurement of timely access to, and availability of, healthcare services for slum populations. While under moderate traffic conditions all slums in Dhaka City are within 60-minutes travel time from an emergency service, in congested traffic conditions only 63% of the city's slum population is within 60-minutes reach of most emergency services, and only 32% are within 60-minutes reach of a Burn Unit. Moreover, under congested traffic conditions only 12% of slums in Dhaka City Corporation comply with Bangladesh's policy guidelines that call for access to 1 health service per 50,000 population for most emergency service types, and not a single slum achieved this target for Burn Units. Emergency Obstetric Care (EmOC) and First Aid & Casualty services provide the best coverage, with nearly 100% of the slum population having timely access within 60-minutes in any traffic condition. Ignoring variability in traffic conditions results in a 3-fold overestimation of geographic coverage and masks intra-urban inequities in accessibility to emergency care, by overestimating geographic accessibility in peripheral areas and underestimating the same for central city areas. The evidence provided can help policy makers and urban planners improve health service delivery for the urban poor. We recommend that taking traffic conditions be taken into account in future GIS-based analysis and planning for healthcare service accessibility in urban areas.
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