Evidence map›Paper›PMID 42329366›Full record

ReviewInnere Medizin (Heidelberg, Germany)2026

[Needs-based equity: an international comparison].

Fabian Kleinke, Aletta Boerkoel, Stefan Mathis-Edenhofer, Manuela Raddatz, Neeltje van den Berg

Abstract readComparative StudyEnglish AbstractReview
PubMed Publisher
In one paragraph

Review in Innere Medizin (Heidelberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Fabian KleinkeInstitut für Community Medicine, Abteilung Versorgungsepidemiologie und Community Health, Universitätsmedizin Greifswald, Ellernholzstr. 1-2, 17487, Greifswald, Deutschland. fabian.kleinke@uni-greifswald.de.
Aletta BoerkoelInstitut für Community Medicine, Abteilung Versorgungsepidemiologie und Community Health, Universitätsmedizin Greifswald, Ellernholzstr. 1-2, 17487, Greifswald, Deutschland.
Stefan Mathis-EdenhoferGesundheit Österreich GmbH, Wien, Österreich.
Manuela RaddatzFakultät Wirtschafts- und Sozialwissenschaften, Hochschule Osnabrück, Osnabrück, Deutschland.
Neeltje van den BergInstitut für Community Medicine, Abteilung Versorgungsepidemiologie und Community Health, Universitätsmedizin Greifswald, Ellernholzstr. 1-2, 17487, Greifswald, Deutschland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The distribution of healthcare resources represents a major challenge for modern health systems. This article compares how Germany, the Netherlands, Austria, Sweden, and England plan their healthcare provision to achieve needs-based equity. German outpatient healthcare planning relies mainly on fixed physician-to-population ratios and covers only physicians and psychotherapists. In contrast, other countries use more comprehensive approaches: The Netherlands regulates training capacities for 79 different health professions using simulation models to predict future workforce needs. Austria integrates planning across hospital beds, healthcare personnel, and geographic accessibility based on the "Best Point of Service" principle. Sweden uses population-based models that incorporate the Care Need Index, which considers social and health factors alongside legally guaranteed treatment timelines. England applies weighted funding formulas that explicitly consider preventable deaths and socioeconomic disadvantage when allocating resources. This comparison shows significant opportunities for Germany to improve its planning system, especially by including multiple healthcare professions, coordinating across care sectors, addressing social inequalities in health, and integrating non-physician professions such as midwives into systematic planning. The findings indicate that moving from simple population ratios toward outcome-focused planning methods that account for socioeconomic factors is essential for achieving true needs-based equity in healthcare.

Indexed as

Cross-Cultural ComparisonHealth EquityHealth Services Needs and DemandAustriaDelivery of Health CareGermanyHealthcare DisparitiesHealth Services AccessibilityHumansNetherlandsSwedenHealthcare/coordination across care sectorsHealthcare/multiprofessional planningHealthcare planningHealthcare systems/international comparisonResource allocation

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.