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Record W4400855047 · doi:10.1155/2024/3179141

Transformational Leadership and Nursing Retention: An Integrative Review

2024· review· en· W4400855047 on OpenAlexaff
Becky Goens, Natalie Giannotti

Bibliographic record

VenueNursing Research and Practice · 2024
Typereview
Languageen
FieldPsychology
TopicHealth and Well-being Studies
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsTransformational leadershipMedicineNursingPsychologySocial psychology

Abstract

fetched live from OpenAlex

Aim . To establish current evidence on the relationship between transformational nursing leadership and turnover intention. Background . The persistent nursing shortage in healthcare has led to heightened demands for addressing both current needs and the healthcare requirements of a growing population. Recognizing the pivotal role of nursing leadership in fostering retention, this review highlights the influence of positive leadership on nursing staff. Evaluation . An integrative review, guided by Whittemore and Knafl’s (2005) framework, was conducted using articles sourced from four online databases deducing to an inclusion of sixteen quantitative articles, one systematic review, and one integrative review published between 1992 and 2022. Key Issues . The study reveals conflicting evidence regarding the sole impact of transformational leadership on the nursing staff’s intention to remain. However, it highlights transformational leadership’s ability to enhance job satisfaction and organizational commitment contributes significantly to retention. Conclusion . Using transformational leadership can effectively bolster nursing staff retention along with promoting other favorable workplace outcomes. Implications for Nursing Management . This review underscores the importance of enhancing leadership skills within nursing management. This involves not only fostering transformational leadership but also cultivating positive work‐related outcomes to optimize nursing staff retention.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0100.011
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.494
GPT teacher head0.617
Teacher spread0.122 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations37
Published2024
Admission routes1
Has abstractyes

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