Evidence map›Paper›PMID 39972338›Full record

ArticleBMC health services research2025

Medical deserts in Finland: measuring the accessibility and availability of primary health care services.

Visa Väisänen, Markku Satokangas, Moona Huhtakangas, Harri Antikainen, Timo Sinervo

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

5 authors.

Visa VäisänenWelfare State Research and Reform Unit, Health and Social Service System Research Team, Finnish Institute for Health and Welfare, Mannerheimintie 166, Helsinki, 00300, Finland. visa.vaisanen@thl.fi.
Markku SatokangasWelfare State Research and Reform Unit, Health and Social Service System Research Team, Finnish Institute for Health and Welfare, Mannerheimintie 166, Helsinki, 00300, Finland.
Moona HuhtakangasFaculty of Social Sciences and Business Studies, Department of Health and Social Management, University of Eastern Finland, Yliopistonranta 8 E, Kuopio, 70210, Finland.
Harri AntikainenFaculty of Science, The Geography Research Unit, University of Oulu, Pentti Kaiteran Katu 1, Oulu, 90570, Finland.
Timo SinervoWelfare State Research and Reform Unit, Health and Social Service System Research Team, Finnish Institute for Health and Welfare, Mannerheimintie 166, Helsinki, 00300, Finland.

Funding

Third Health Funds 101018341
6 · The paper itself

Abstract

backgroundWell-functioning primary health care (PHC) systems are needed to meet the challenges of aging populations and increasing care needs. However, "medical deserts", areas with poor accessibility and availability of PHC services, remain a significant issue throughout Europe, contributing to regional inequalities. Identifying the location of these areas is crucial for effective policymaking and for improving health outcomes. Our aim was to locate underserved areas in Finland by developing a medical desert index. In addition, we examined the impact of telehealth, care needs, and multiple funding sources on the index and analyzed its association with key quality indicators.

methodsThe index was calculated using routinely collected municipality-level PHC consultation data from 2022 adjusted for population care needs (availability) and the average travel time to the nearest PHC center (accessibility). Telehealth and occupational healthcare consultations were included separately. Standardized index values were mapped and categorized using descriptive analysis, and compared with indicators of healthcare utilization, care accessibility and availability, care satisfaction, and continuity of care using correlation analysis.

resultsThe index displayed clear patterns of medical deserts, primarily in the rural areas of northern and eastern Finland. Approximately 13% of the Finnish population resided in medical deserts, defined as a standard score of -0.5 or lower. The inclusion of telehealth consultations appeared to improve the index values especially in some rural areas. Better accessibility and availability of PHC services, as indicated through the index, was significantly correlated with lower proportion of acute care consultations, fewer hospital care days, and lower continuity of care among clients aged 65 years and older.

conclusionsWe were able to identify medical deserts in Finland utilizing novel methodology distinct from previous indicators, and thus providing important considerations for future research on regional inequalities in accessibility and availability of PHC services. Our findings demonstrated the potential of telehealth services in mitigating medical deserts, though its appropriateness for some population groups and care needs remains unclear. We call for health policy addressing PHC service provision especially in rural areas.

Indexed as

Health Services AccessibilityMedically Underserved AreaPrimary Health CareAdultAgedFemaleFinlandHumansMaleMiddle AgedTelemedicineAccessibilityAvailabilityIndexMedical desertPrimary healthcareRegional inequalitiesTelehealth

Identifiers

PMID39972338
PMCPMC11841193

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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.