ArticleInternational journal for equity in health2016
Measuring spatial equity and access to maternal health services using enhanced two step floating catchment area method (E2SFCA) - a case study of the Indian Sundarbans.
Article in International journal for equity in health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.
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Who cites it
21 citing papers in PubMed, 2 syntheses or guidelines pooled it, 79 citations in OpenAlex.
- Applications of geographical information system and spatial analysis in Indian health research: a systematic review.BMC health services research · 2024Pooled it
- Telehealth and maternal referral services: A systematic review and meta-analysis.Women's health (London, England)Pooled it
- The KPROCS Study: A Real-World and Research Resource to Investigate Multilevel Determinants of Ovarian Cancer Treatment and Survival.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Geospatial Accessibility Factors Influencing HIV Care Continuum Outcomes in South Carolina.AIDS and behavior · 2026Article
- Optimizing mobile mammography deployment in Oklahoma 2024: a two-step floating catchment area approach.Geospatial health · 2026Article
- Spatial accessibility for deploying mobile lung cancer screenings in a rural state using two-step floating catchment spatial analysis in Oklahoma, United States 2025.Preventive medicine reports · 2025Article
- Geographical Distance, Socioeconomic Deprivation, and Educational Level Shape Access to Voluntary Termination of Pregnancy in a Southern Region of Italy.Healthcare (Basel, Switzerland) · 2025Article
- Measuring spatiotemporal accessibility and equity of emergency medical services in Shanghai, China.PloS one · 2025Article
- Spatiotemporal trends and geographic disparities in spatial accessibility to maternal and child health services in Nanning, China: impact of two-child policies.BMC health services research · 2024Article
- Understanding factors influencing people with disabilities' participation in sports and cultural activities.BMC public health · 2024Article
- Spatial accessibility modeling to healthcare facilities in the case of health shocks of Midnapore municipality, India.GeoJournal · 2023Article
- Spatial Accessibility of Primary Care in the Dual Public-Private Health System in Rural Areas, Malaysia.International journal of environmental research and public health · 2023Article
- Southern Ethiopian skilled birth attendant variations and maternal mortality: A multilevel study of a population-based cross-sectional household survey.PLOS global public health · 2023Article
- [Spatial accessibility of fever clinics for multi-tiered prevention and control on COVID-19 in Beijing].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2021Article
- Inequities in the Uptake of Reproductive and Maternal Health Services in the Biggest Regional State of Ethiopia: Too Far from "Leaving No One Behind".ClinicoEconomics and outcomes research : CEOR · 2020Article
- Using floating catchment area (FCA) metrics to predict health care utilization patterns.BMC health services research · 2019Article
- Current realities versus theoretical optima: quantifying efficiency and sociospatial equity of travel time to hospitals in low-income and middle-income countries.BMJ global health · 2019Article
- Evaluating the Accessibility of Healthcare Facilities Using an Integrated Catchment Area Approach.International journal of environmental research and public health · 2018Article
- The approaches to measuring the potential spatial access to urban health services revisited: distance types and aggregation-error issues.International journal of health geographics · 2017Article
- Potential accessibility scores for hospital care in a province of Japan: GIS-based ecological study of the two-step floating catchment area method and the number of neighborhood hospitals.BMC health services research · 2017Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionInaccessibility due to terrain and lack of transport leaves mothers travelling for long hours before reaching a facility to deliver a child. In the present article we analyzed the issue of spatial inaccessibility and inequity of maternal health services in the Indian Sundarbans where complex topography and repeated climatic adversities make access to health services very difficult.
methodsWe based the article on the health-GIS study conducted in the Patharpratima Block of the Sundarbans in the year 2012. The region has 87 villages that are inhabited, of which 54 villages are in the deltaic (river locked) region and 33 villages are located in the non-deltaic region of the block. We mapped all public and private maternal health facilities and road and water transport network. For measuring inaccessibility, we use the enhanced two-step floating catchment area method (E2SFCA). For assessing inequity in spatial access, we developed an area-based socioeconomic score and constructed a concentration curve to depict inequity. We used ARC GIS 10.3.1 and Stata 11 software for our analysis.
resultsThe maternal health facilities are primarily located in the non-deltaic region of the block. On an average it takes 33.81 min to reach the closest maternal health facility. Fifty-two villages out of eighty seven villages have access scores less than the score calculated using Indian Primary Health Standards. Ten villages cannot access any maternal health facility; twenty-six villages have access scores of less than one doctor for 1000 pregnant women; fifty-six villages have access scores less than the block average of 3.54. The access scores are lower among villages in the deltaic region compared to the non-deltaic region. The concentration curve is below the line of equality showing that access scores were lower among villages that were socio-economically disadvantaged.
conclusionsMaternal health facilities are not equitably accessible to the populations that are disadvantaged and living in the remote pockets of the study region. Provision of a referral transport system along with a resilient infrastructure of roads is critical to improve access in these islands.
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