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Record W4414594564 · doi:10.1111/inr.70109

Nurses’ Engagement in Healthcare Policy Development: An Umbrella Review

2025· review· en· W4414594564 on OpenAlexaff
Lindsay Smith, Karyn J. Roberts, Barbara K. Giambra, Michele Polfuss, Cynthia A. Danford, Debbie Sheppard-LeMoine, Theresa Ryan Schultz, Natalie Winter, Adam Mulcaster, Intima Alrimawi, Junko Honda, Petra Brysiewicz, Susan Carr, Suzanne Feetham

Bibliographic record

VenueInternational Nursing Review · 2025
Typereview
Languageen
FieldNursing
TopicNursing Education, Practice, and Leadership
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsHealth careHealthcare policyHealth policySustainabilityPolicy developmentHealthcare system

Abstract

fetched live from OpenAlex

BACKGROUND AND INTRODUCTION: Healthcare policy establishes guidelines for delivering safe and effective healthcare, achieving and improving health-related outcomes, and mitigating public health risks. Nurses are uniquely positioned to lead healthcare policy development; however, evidence of nurses' engagement in policymaking is limited. This umbrella review aims to examine and summarize nurses' involvement in healthcare policy development aimed at transforming health. METHODS: Following the Joanna Briggs Institute umbrella review methodology, a systematic search was conducted across seven databases for peer-reviewed literature. Quality and risk of bias were assessed using the ROBIS tool. Data were analyzed using qualitative content analysis and meta-synthesis. This review is registered in PROSPERO (ID: CRD42023458475). RESULTS: The search yielded 591 records, which were evaluated using PRISMA guidelines. Articles (N = 7) were included if they were written in English, Japanese, or Arabic, reported a literature review study, and participants were registered or licensed nurses. Four master themes were identified: (1) diminished support and preconceived expectations of nurses' roles in policy development contributed to individual, organizational, and system-level barriers; (2) hierarchical marginalization of nurses' voices, interprofessional and gender dynamics, and limited leadership roles of nurses impact meaningful participation; (3) nurses' internal perceptions, knowledge, and beliefs regarding power, role expectations, and interest, limit involvement in policy development; and (4) the development of skills and understanding of policy through education, training, modeling, and mentorship is foundational for informed and authentic engagement. CONCLUSIONS: None of the included reviews identified nurses' engagement in healthcare policy development. Lack of engagement was due to multilevel barriers, hierarchical marginalization, and limited skills. IMPLICATIONS FOR NURSING AND HEALTHCARE POLICY: Nurses are the voice of patient, family, and community health and well-being. This responsibility requires our engagement in healthcare policy development at all levels. Including nurses in healthcare policy development is crucial in creating healthcare that is fit for purpose and in the sustainability of the nursing workforce.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.697
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.131
GPT teacher head0.501
Teacher spread0.370 · 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 teacher head, not a consensus.

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

Citations7
Published2025
Admission routes1
Has abstractyes

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