ArticleInternational journal of environmental research and public health2021
Disparities in Healthcare Services and Spatial Assessments of Mobile Health Clinics in the Border Regions of Thailand.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.
- Geo-Enabling Public Health: A Systematic Review of GIS Applications.Advances in experimental medicine and biology · 2026Pooled it
- How lifestyle counselling supports behaviour change among Thai adults with non-communicable diseases: a rapid realist review.BMJ open · 2026Review
- Cardiovascular Disease Prevention: Contexts, Challenges, and Opportunities to Achieve Implementation of Healthy Lifestyle Behavioral Changes.JACC. Asia · 2026Article
- Spatial health inequities among older adults in Thailand: a composite vulnerability index and relationship with local development.BMC public health · 2026Article
- The 'golden hour': a geospatial analysis of travel time to public emergency departments in Kenya.BMJ global health · 2026Observational
- Efficacy and predictors of virological non-suppression in Thailand's rollout of dolutegravir-based first-line antiretroviral therapy: A nationwide cohort analysis.HIV medicine · 2026Article
- Navigating the Parasitic Landscape: Insights into Infection Patterns and Public Health Strategies in West Africa.Tropical medicine and infectious disease · 2025Review
- Hospital Admission for Diabetic Ketoacidosis in Thai Children and Adolescents with Type 1 Diabetes: A National Study During 2015-2019Journal of clinical research in pediatric endocrinology · 2025Article
- Urban and rural disparities in general hospital accessibility within a Chinese metropolis.Scientific reports · 2024Article
- The Effects of Mobile Primary Health Teams: Evidence from theWorld development · 2024Article
- Barriers to equitable healthcare services for under-five children in Ethiopia: a qualitative exploratory study.BMC health services research · 2024Article
- Spatial and temporal analysis of China's healthcare resource allocation measurements based on provincial data: 2010-2021.Frontiers in public health · 2023Article
- Disparities in Childhood Obesity Prevalence and Spatial Clustering Related to Socioeconomic Factors in Isaan, Thailand.International journal of environmental research and public health · 2022Article
- Spatio-Temporal Disparity and Driving Forces of the Supply Level of Healthcare Service in the Yangtze River Delta.Frontiers in public health · 2022Article
- Barriers of health equity in the Iranian health system from the medical ethics viewpoint.Journal of medical ethics and history of medicine · 2022Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Reducing the disparities in healthcare access is one of the important goals in healthcare services and is significant for national health. However, measuring the complexity of access in truly underserved areas is the critical step in designing and implementing healthcare policy to improve those services and to provide additional support. Even though there are methods and tools for modeling healthcare accessibility, the context of data is challenging to interpret at the local level for targeted program implementation due to its complexity. Therefore, the purpose of this study is to develop a concise and context-specific methodology for assessing disparities for a remote province in Thailand to assist in the development and expansion of the efficient use of additional mobile health clinics. We applied the geographic information system (GIS) methodology with the travel time-based approach to visualize and analyze the concealed information of spatial data in the finer analysis resolution of the study area, which was located in the border region of the country, Ubon Ratchathani, to identify the regional differences in healthcare allocation. Our results highlight the significantly inadequate level of accessibility to healthcare services in the regions. We found that over 253,000 of the population lived more than half an hour away from a hospital. Moreover, the relationships of the vulnerable residents and underserved regions across the province are underlined in the study and substantially discussed in terms of expansion of mobile health delivery to embrace the barrier of travel duration to reach healthcare facilities. Accordingly, this research study addresses regional disparities and provides valuable references for governmental authorities and health planners in healthcare strategy design and intervention to minimize the inequalities in healthcare services.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.