ArticleBMC health services research2021
Systematic scoping review of factors and measures of rurality: toward the development of a rurality index for health care research in Japan.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Closing the rural diabetes research gap: a case for coordinated international collaboration.Global health action · 2026Article
- A Decentralized, Academically Integrated Training Model for Rural General Practice in Japan: A Descriptive Program Evaluation.Journal of general internal medicine · 2026Article
- Testing and evaluating updated variants of the rurality index for Japan: a nationwide methodological study.BMJ open · 2026Article
- A Comparison of Attitudes About Rural Practice Among Family Physicians in Japan and Oregon.Journal of general and family medicine · 2026Article
- Association between rurality and mortality from major diseases in Japan: an ecological study.BMJ open · 2026Article
- Colorectal cancer screening and management in the aging society: a narrative review of benefit, risk, and the biological imperative for rural and community medicine.Journal of rural medicine : JRM · 2026Article
- Association of municipal rurality and area deprivation with cause-specific mortality in Japan: a nationwide ecological study.BMJ public health · 2026Article
- Urban-rural differences in hospital beds and employee income: a study using the rurality index for healthcare research in Japan.Journal of rural medicine : JRM · 2026Article
- Review
- Rural and urban disparities in access and quality of healthcare in the Japanese healthcare system: a scoping review.BMC health services research · 2025Article
- Tackling Cardiovascular Care Deserts in Romania: Expanding Population Access in Underserved Areas.Healthcare (Basel, Switzerland) · 2024Article
- Review
- Double Disparity of Sexual Minority Status and Rurality in Cardiometabolic Hospitalization Risk: A Secondary Analysis Using Linked Population-Based Data.Healthcare (Basel, Switzerland) · 2023Article
- Development and validation of a rurality index for healthcare research in Japan: a modified Delphi study.BMJ open · 2023Article
- Index system of rural human settlement in rural revitalization under the perspective of China.Scientific reports · 2022Article
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Authors and funding
5 authors.
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Abstract
backgroundRural-urban health care disparities are an important topic in health services research. Hence, developing valid and reliable tools to measure rurality is needed to support high quality research. However, Japan, has no index to measure rurality for health care research. In this study, we conducted a systematic scoping review to identify the important factors and methodological approaches to consider in a rurality index to inform the development of a rurality index for Japan.
methodsFor our review, we searched six bibliographic databases (MEDLINE, PubMed, CINAHIL, ERIC, Web of Science and the Grey Literature Report) and official websites of national governments such as Government and Legislative Libraries Online Publications Portal (GALLOP), from 1 January 1989 to 31 December 2018. We extracted relevant variables used in the development of rurality indices, the formulas used to calculate indices, and any measures for reliability and validity of these indices.
resultsWe identified 17 rurality indices from 7 countries. These indices were primarily developed to assess access to health care or to determine eligibility for incentives for health care providers. Frequently used factors in these indices included population size/density and travel distance/time to emergency care or referral centre. Many indices did not report reliability or validity measures.
conclusionsWhile the concept of rurality and concerns about barriers to access to care for rural residents is shared by many countries, the operationalization of rurality is highly context-specific, with few universal measures or approaches to constructing a rurality index. The results will be helpful in the development of a rurality index in Japan and in other countries.
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