Evidence map›Paper›PMID 41199234›Full record

SynthesisHuman resources for health2025

Causes and effects of hospital nursing shortages to consider potential feedback effects: an umbrella review.

David Jones, Sara Allin

Abstract readSystematic Review
In one paragraph

Synthesis in Human resources for health, 2025. 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. Trial
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

2 authors.

David JonesInstitute for Pandemics, Munk School of Global Affairs and Public Policy, University of Toronto, Toronto, Canada. David.jones@cepa.co.uk.
Sara AllinInstitute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada. sara.allin@utoronto.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn Canada and internationally, health systems have experienced rising healthcare staffing shortages in recent years. Specifically, this study seeks to analyse evidence on the causes and effects of hospital nursing shortages, to consider whether shortages may be self-reinforcing. It complements an existing linear healthcare workforce logic model (Sonderegger et al., 2021) by considering whether there may be evidence that implies the existence of feedback loops (a form of system dynamics).

methodsAn umbrella review was undertaken to identify both causes and effects of hospital nursing shortages. A two-phase approach was undertaken: first, a review of all articles to identify a common list of factors, and second, a subsequent line-by-line review to ensure comprehensive coding.

resultsThe umbrella review identified several specific issues which were both causes and effects of nursing shortages, across a number of articles. This suggests that shortages could be self-reinforcing. For policymakers, the implication is that early intervention is likely to support the resilience and retention of hospital nurses. For researchers, this study highlights the risk of biased coefficients within econometric analysis and provides a testable cross-country hypothesis for the impacts of early intervention.

conclusionsOverall, this study contributes to existing academic literature and practical policymaking by identifying evidence that nursing shortages may be self-reinforcing. Through proactive intervention to restrain the growth of workforce shortages, policymakers can support the welfare of healthcare service users and nurses themselves.

Indexed as

FeedbackNursing Staff, HospitalPersonnel Staffing and SchedulingCanadaHumansFeedbackHealth policyHealth services administration and managementHealth workforceHospitalHuman resources for healthNursePublic policyWorkforce shortage

Identifiers

PMID41199234
PMCPMC12593840

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.