Evidence map›Paper›PMID 42088532›Full record

ReviewInternational journal of nursing studies advances2026

Nurse staffing models that rely on employment of temporary nurses: A realist review.

Inge Wolbers, Catharina van Oostveen, Dewi Stalpers, Greta G Cummings, Kaitlyn Tate, Lisette Schoonhoven, Pieterbas Lalleman, ResoNANCE consortium

Abstract readReview
In one paragraph

Review in International journal of nursing studies advances, 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

8 authors.

Inge WolbersUniversity of Applied Sciences Utrecht. Heidelberglaan 7, Utrecht, CS 3584, the Netherlands.
Catharina van OostveenErasmus School for Health Policy and Management, section Health Services Management and Organisation, Erasmus University Rotterdam, Burgemeester Oudlaan 50, Rotterdam, PA 3062, the Netherlands.
Dewi StalpersDept of General Practice and Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, CX 3584, the Netherlands.
Greta G CummingsFaculty of Nursing, College of Health Sciences, University of Alberta, Dianne and Irving Kipnes Health Institute 11405 - 87 Ave NW, Edmonton, AB T6G 1C9, Canada.
Kaitlyn TateFaculty of Nursing, College of Health Sciences, University of Alberta, Dianne and Irving Kipnes Health Institute 11405 - 87 Ave NW, Edmonton, AB T6G 1C9, Canada.
Lisette SchoonhovenDept of General Practice and Nursing Science, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, CX 3584, the Netherlands.
Pieterbas LallemanFontys University of Applied Sciences Rachelsmolen 1, Eindhoven, 5612MA, the Netherlands.
ResoNANCE consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Nurse shortages are a global issue. Adequate nurse staffing is considered crucial for the quality and safety of care. To efficiently address demands for care, healthcare organisations often employ temporary nursing staff to maintain adequate staffing levels. However, evidence concerning the association between the use of temporary staffing and patient and nurse outcomes is mixed. Work environment, patient needs, nurses' characteristics, and their perspectives on best care practices influence the match between care demand and supply, ultimately leading to different outcomes. Objective: As part of a multi-phase realist review, we aimed to test an initial programme theory on nurse staffing models that frequently use temporary nurses unfamiliar with the unit to determine through which mechanisms these models produce patient, staff, and health system outcomes in particular contexts. Methods: We systematically searched for empirical evidence on nurse staffing models that frequently used temporary nurses. After extracting context-mechanism-outcome configurations from the empirical evidence, we categorised data as supporting, explaining, or refuting our initial theory and synthesized findings to generate a refined and rival programme theory. To augment and refine our programme theory, we conducted a realist focus group and an interview with purposively selected managers and directors from care organisations and agencies, as well as a temporary nurse. Results: We included 49 studies in our analysis that met thresholds of relevance, richness, and rigour. Findings partially supported the initial programme theory, which proposed that heavy reliance on temporary nurses unfamiliar with their assigned units could threaten care continuity, overburden permanent staff, and lead to adverse outcomes. However, this held particularly when staffing levels were low at baseline. A rival programme theory emerged, showing the advantages of using temporary nurses if there is a supportive work environment. Both theories underscore the importance of situated, often tacit knowledge, held by permanent nurses that influences staffing success. Conclusions: With temporary nurses a continuing staffing presence, we have highlighted the need for more research on nurse staffing models that integrate both permanent and temporary nurses. Because care organizations must ensure adequate nursing staff levels, they should consider focusing on strengthening collaboration by creating supportive work environments that are fuelled with situational knowledge. Key strategies may include fast onboarding and orientation for temporary nurses to familiarise them with patients and contexts. In intuitive work environments, temporary nurses may be able to utilise their experience and expertise, consequently enabling mutual learning.

Indexed as

Nurse staffingRealist reviewSituated knowledgeTemporary nurses

Identifiers

PMID42088532
PMCPMC13137211

What OpenQuestion holds

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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.