Evidence map›Paper›PMID 42867386›Full record

ArticleEuropean journal of public health2026

Health and care workforce-driven transformations can improve workforce stability and strengthen health system resilience.

Ellen Kuhlmann, Gabriela Lotta, André Beja, Viola Burau, Olga Gershuni, Zuzana Kotherová, Klaas Stek, Marius-Ionuț Ungureanu, Tiago Correia

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Ellen KuhlmannInstitute for Economics, Labour and Culture, Goethe-University Frankfurt, Frankfurt, Germany.
Gabriela LottaDepartment of Public Administration, Getulio Vargas Foundation, São Paulo, Brazil.ORCID 0000-0003-2801-1628
André BejaWHO Collaborating Center on Health Workforce Policies and Planning, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisbon, Portugal.
Viola BurauDepartment of Public Health, Aarhus University, Aarhus, Denmark.
Olga GershuniDepartment of International Health, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.ORCID 0000-0001-7713-7310
Zuzana KotherováInstitute of Public Health and Medical Law, First Faculty of Medicine, Charles University, Prague, Czech Republic.ORCID 0000-0002-1214-9879
Klaas StekEuropean Lab for Innovative Purchasing and Supply, University of Twente, Enschede, The Netherlands.
Marius-Ionuț UngureanuDepartment of Public Health, Faculty of Political, Administrative and Communication Sciences, Babeș-Bolyai University, Cluj-Napoca, Romania.
Tiago CorreiaWHO Collaborating Center on Health Workforce Policies and Planning, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisbon, Portugal.ORCID 0000-0001-6015-3314

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42867386
PMCPMC13659913

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.