Evidence map›Paper›PMID 38618823›Full record

ArticleInternational journal of health policy and management2023

Characteristics of Medical Deserts and Approaches to Mitigate Their Health Workforce Issues: A Scoping Review of Empirical Studies in Western Countries.

Linda E Flinterman, Ana I González-González, Laura Seils, Julia Bes, Marta Ballester, Joaquim Bañeres, Sorin Dan, Alicja Domagala, Katarzyna Dubas-Jakóbczyk, Robert Likic and 2 more

Abstract readScoping Review
In one paragraph

Article in International journal of health policy and management, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed.

  1. Article
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  7. Addressing Medical Deserts in Europe: Lessons From a Comparative Analysis.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  8. Paediatric Primary Care Across Europe: A Survey of 42 Countries.Acta paediatrica (Oslo, Norway : 1992) · 2026
    Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Mapping maternity care deserts: Driving distance and health outcomes in North Carolina.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Linda E FlintermanHealth Workforce and Organization Studies, Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands.ORCID 0000-0001-7943-5274
Ana I González-GonzálezAvedis Donabedian Research Institute - UAB, Madrid, Spain.ORCID 0000-0001-7167-4211
Laura SeilsAvedis Donabedian Research Institute - UAB, Madrid, Spain.ORCID 0000-0001-9878-7865
Julia BesHealth Workforce and Organization Studies, Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands.ORCID 0000-0002-4801-0385
Marta BallesterAvedis Donabedian Research Institute - UAB, Madrid, Spain.ORCID 0000-0002-7803-8354
Joaquim BañeresAvedis Donabedian Research Institute - UAB, Madrid, Spain.ORCID 0000-0001-8626-0038
Sorin DanInnovation and Entrepreneurship InnoLab, University of Vaasa, Vaasa, Finland.ORCID 0000-0003-0565-7282
Alicja DomagalaDepartment of Health Policy and Management, Institute of Public Health, Jagiellonian University, Krakow, Poland.ORCID 0000-0001-6162-1810
Katarzyna Dubas-JakóbczykDepartment of Health Economics and Social Security, Institute of Public Health, Jagiellonian University, Krakow, Poland.ORCID 0000-0002-6368-2868
Robert LikicSchool of Medicine, University of Zagreb, Zagreb, Croatia.ORCID 0000-0003-1413-4862
Marieke KroezenTrimbos Institute, Netherlands Institute of Mental Health and Addiction, Utrecht, The Netherlands.ORCID 0000-0002-1690-4595
Ronald BatenburgHealth Workforce and Organization Studies, Netherlands Institute for Health Services Research (NIVEL), Utrecht, The Netherlands.ORCID 0000-0001-9453-481X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedical deserts are considered a problematic issue for many Western countries which try to employ multitude of policies and initiatives to achieve a better distribution of their health workforce (HWF). The aim of this study was to systematically map research and provide an overview of definitions, characteristics, contributing factors and approaches to mitigate medical deserts within the European Union (EU)-funded project "ROUTE-HWF" (a Roadmap OUT of mEdical deserts into supportive Health WorkForce initiatives and policies).

methodsWe performed a scoping review to identify knowledge clusters/research gaps in the field of medical deserts focusing on HWF issues. Six databases were searched till June 2021. Studies reporting primary research from Western countries on definitions, characteristics, contributing factors, and approaches were included. Two independent reviewers assessed studies for eligibility, extracted data and clustered studies according to the four defined outcomes.

resultsTwo-hundred and forty studies were included (n=116, 48% Australia/New Zealand; n=105, 44% North America; n=20, 8% Europe). All used observational designs except for five quasi-experimental studies. Studies provided definitions (n=171, 71%), characteristics (n=95, 40%), contributing factors (n=112, 47%), and approaches to mitigate medical deserts (n=87, 36%). Most medical deserts were defined by the density of the population in an area. Contributing factors to HWF issues in medical deserts consisted in work-related (n=55, 23%) and lifestyle-related factors (n=33, 14%) of the HWF as well as sociodemographic characteristics (n=79, 33%). Approaches to mitigate them focused on training adapted to the scope of rural practice (n=67, 28%), HWF distribution (n=3, 1%), support/infrastructure (n=8, 3%) and innovative models of care (n=7, 3%).

conclusionOur study provides the first scoping review that presents and categorizes definitions, characteristics, contributing factors, and approaches to mitigate HWF issues in medical deserts. We identified gaps such as the scarcity of longitudinal studies to investigate the impact of factors contributing to medical deserts, and interventional studies to evaluate the effectiveness of approaches to mitigate HWF issues.

Indexed as

Health WorkforceAustraliaDatabases, FactualEmpirical ResearchEuropeHumansApproachesCharacteristicsContributing FactorsDefinitionHealth WorkforceMedical Desert

Identifiers

PMID38618823
PMCPMC10590222

What OpenQuestion holds

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Registered trials

None linked

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.