ArticleBMC family practice2013
Accessibility to primary health care in Belgium: an evaluation of policies awarding financial assistance in shortage areas.
Article in BMC family practice, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 2 of them syntheses that pooled it.
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Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Measuring Mental Health Service Accessibility for Indigenous Populations: a Systematic Review.Journal of racial and ethnic health disparities · 2025Pooled it
- The application of spatial measures to analyse health service accessibility in Australia: a systematic review and recommendations for future practice.BMC health services research · 2023Pooled it
- Preferences and challenges regarding medical decision-making among patients with a migration background in Belgium: a focus group study.Archives of public health = Archives belges de sante publique · 2025Article
- Successes, weaknesses, and recommendations to strengthen primary health care: a scoping review.Archives of public health = Archives belges de sante publique · 2023Article
- The challenges of urban family physician program over the past decade in Iran: a scoping review and qualitative study with policy-makers.Journal of preventive medicine and hygiene · 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
- Social Vulnerabilities and Spatial Access to Primary Healthcare through Car and Public Transportation System in the Albuquerque, NM, Metropolitan Area: Assessing Disparities through GIS and Multilevel Modeling.Journal of urban health : bulletin of the New York Academy of Medicine · 2023Article
- Assessing Spatial Accessibility of Community Hospitals for the Elderly in Beijing, China.International journal of environmental research and public health · 2023Article
- Equality and social determinants of spatial accessibility, availability, and affordability to primary health care in Hong Kong, a descriptive study from the perspective of spatial analysis.BMC health services research · 2022Article
- Organization of primary care.Primary health care research & development · 2022Review
- An External Patient Healthcare Index (EPHI) for Simulating Spatial Tendencies in Healthcare Seeking Behavior.Frontiers in public health · 2022Article
- Integrating Socioeconomic Status and Spatial Factors to Improve the Accessibility of Community Care Resources Using Maximum-Equity Optimization of Supply Capacity Allocation.International journal of environmental research and public health · 2021Article
- An integrated analysis of spatial access to the three-tier healthcare delivery system in China: a case study of Hainan Island.International journal for equity in health · 2021Article
- Modelling Potential Geographical Access of the Population to Public Hospitals and Quality Health Care in Romania.International journal of environmental research and public health · 2020Article
- Geographies of asthma medication purchase for pre-schoolers in Belgium.Respiratory research · 2019Article
- Evaluating the Spatial Accessibility and Distribution Balance of Multi-Level Medical Service Facilities.International journal of environmental research and public health · 2019Article
- Effects of a reimbursement change and travel times on the delivery of private and public radiology services in Norway: a register-based longitudinal study of Norwegian claims data.Cost effectiveness and resource allocation : C/E · 2019Article
- Evaluating the Accessibility of Healthcare Facilities Using an Integrated Catchment Area Approach.International journal of environmental research and public health · 2018Article
- Do Avoidable Hospitalization Rates among Older Adults Differ by Geographic Access to Primary Care Physicians?Health services research · 2018Article
- Changes in health in Belgium, 1990-2016: a benchmarking analysis based on the global burden of disease 2016 study.BMC public health · 2018Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn many countries, financial assistance is awarded to physicians who settle in an area that is designated as a shortage area to prevent unequal accessibility to primary health care. Today, however, policy makers use fairly simple methods to define health care accessibility, with physician-to-population ratios (PPRs) within predefined administrative boundaries being overwhelmingly favoured. Our purpose is to verify whether these simple methods are accurate enough for adequately designating medical shortage areas and explore how these perform relative to more advanced GIS-based methods.
methodsUsing a geographical information system (GIS), we conduct a nation-wide study of accessibility to primary care physicians in Belgium using four different methods: PPR, distance to closest physician, cumulative opportunity, and floating catchment area (FCA) methods.
resultsThe official method used by policy makers in Belgium (calculating PPR per physician zone) offers only a crude representation of health care accessibility, especially because large contiguous areas (physician zones) are considered. We found substantial differences in the number and spatial distribution of medical shortage areas when applying different methods.
conclusionsThe assessment of spatial health care accessibility and concomitant policy initiatives are affected by and dependent on the methodology used. The major disadvantage of PPR methods is its aggregated approach, masking subtle local variations. Some simple GIS methods overcome this issue, but have limitations in terms of conceptualisation of physician interaction and distance decay. Conceptually, the enhanced 2-step floating catchment area (E2SFCA) method, an advanced FCA method, was found to be most appropriate for supporting areal health care policies, since this method is able to calculate accessibility at a small scale (e.g., census tracts), takes interaction between physicians into account, and considers distance decay. While at present in health care research methodological differences and modifiable areal unit problems have remained largely overlooked, this manuscript shows that these aspects have a significant influence on the insights obtained. Hence, it is important for policy makers to ascertain to what extent their policy evaluations hold under different scales of analysis and when different methods are used.
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