ReviewInternational journal of nursing studies advances2026
Nurse staffing models that rely on employment of temporary nurses: A realist review.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.