Evidence map›Paper›PMID 41192928›Full record

ReviewBMJ global health2025

Health worker unemployment in countries with critical health worker shortages: a rapid synthesis of evidence from 33 countries.

Joseph Nwadiuko, Ruphin Doua, Lizah Nyawira

Abstract readReview
In one paragraph

Review in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Producing Mobility, Withholding Authority: Epistemic Drain and Nursing Sovereignty in Nepal.Nursing philosophy : an international journal for healthcare professionals · 2026
    Article
  3. Article
  4. 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

3 authors.

Joseph NwadiukoUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA jnwadiu1@pennmedicine.upenn.edu.ORCID 0000-0002-2498-2972
Ruphin DouaDepartment of Economics, Universite Felix Houphouet-Boigny, Abidjan, Abidjan Autonomous District, Côte d'Ivoire.
Lizah NyawiraSPARC, Amref Health Africa, Nairobi, Kenya.ORCID 0000-0002-9287-4586

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThere have been increasing concerns about the overproduction of the health workforce in low- and middle-income countries, leading to unemployment, even as recent literature and country reports point to concurrent shortages based on population health needs. This paradox underscores the need for analyses that synthesise and reconcile these contrasting phenomena.

methodsThis is a rapid review of evidence of unemployment for countries that are listed on the 2023 WHO list of safeguard countries, which are countries designated as having critical health workforce shortages. Searches were done in PubMed, Embase and Google for health labour market analyses, peer-reviewed literature and grey literature detailing health workforce physician, nurse or midwife, unemployment. We combined unemployment rates into a weighted estimate (except for graduates) and as trends. We also provided a narrative summary from the literature providing unemployment rate estimates.

resultsSearches yielded 99 estimates from 72 sources, representing 33 of the 55 (60%) safeguard countries. 65 estimates were used for quantitative analysis. The weighted average of unemployment was 26.8% for physicians (across 13 countries), 39.7% for nurses/midwives (across 18 countries) and 26.1% in health workforce-wide estimates (across 8 countries). The unweighted average unemployment rate for new graduates is 54.2% across cadres: 58.4% for physicians across eight countries, 68.8% for nurses among six countries and 46.2% for midwives in two countries reported. Trends indicated declines in some countries but general increases in unemployment since 2020. Key findings included the contribution of education-market discoordination to unemployment, the realities of informal health care labor and shortage-unemployment paradoxes and migration and protests as a response to unemployment.

conclusionThe disconnect between health workforce unemployment and critical shortages in many countries underscores deep systemic inefficiencies and missed opportunities to strengthen health systems. Addressing this misalignment is not only urgent, but also essential for achieving universal health coverage and improving population health outcomes.

Indexed as

Developing CountriesHealth PersonnelHealth WorkforceUnemploymentHumansPhysiciansGlobal HealthHealth PersonnelHealth services researchHealth systemsReview

Identifiers

PMID41192928
PMCPMC12587951

What OpenQuestion holds

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LicenceCC BY-NC
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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.