Evidence map›Paper›PMID 42817237›Full record

ArticleJournal of nursing management2026

CLeaFA: Development and Validation of the Clinical Leadership Contextual Factors Self-Assessment Tool in Belgian Hospitals.

Sabrina Nachtergaele, Lukas Billiau, Nele De Roo, Kristof Eeckloo, Annelies Bockstael, Mieke Embo, Veerle Duprez

Abstract read
In one paragraph

Article in Journal of nursing management, 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

7 authors.

Sabrina NachtergaeleResearch and Innovation Centre Health and Care, Artevelde University of Applied Sciences, Ghent, Belgium.ORCID 0000-0003-3192-7231
Lukas BilliauStrategic Policy Unit, Ghent University Hospital, Ghent, Belgium, uzgent.be.ORCID 0009-0009-9563-0999
Nele De RooResearch and Innovation Centre Health and Care, Artevelde University of Applied Sciences, Ghent, Belgium.ORCID 0000-0001-7205-4575
Kristof EecklooStrategic Policy Unit, Ghent University Hospital, Ghent, Belgium, uzgent.be.ORCID 0000-0001-8668-7672
Annelies BockstaelResearch and Innovation Centre Health and Care, Artevelde University of Applied Sciences, Ghent, Belgium.ORCID 0000-0002-7236-452X
Mieke EmboResearch and Innovation Centre Health and Care, Artevelde University of Applied Sciences, Ghent, Belgium.ORCID 0000-0002-2915-6987
Veerle DuprezDepartment of Nursing, Ghent University Hospital, Ghent, Belgium, uzgent.be.ORCID 0000-0002-2973-3684

Funding

Belgian Federal Service for Health, Food Chain Safety, and Environment
6 · The paper itself

Abstract

backgroundHealthcare professionals who actively engage in clinical leadership contribute to a culture of continuous improvement of quality of care. However, the enactment of clinical leadership strongly depends on contextual factors. Although previous research has identified several enabling contextual factors, there is no validated self-assessment tool to systematically capture and analyze these factors in practice. This gap limits the ability to assess and support clinical leadership development.

objectiveTo develop and validate a self-assessment tool that identifies contextual factors influencing the development of clinical leadership among healthcare professionals.

methodsThe Clinical Leadership Contextual Factors (CLeaFA) tool was developed and validated through a three-phase process: (1) item development informed by qualitative focus group data, (2) content validation via a Delphi procedure with experts, and (3) psychometric validation using exploratory factor analysis, confirmatory factor analysis, and internal consistency analysis. The tool was tested in a sample of 1024 healthcare professionals from diverse disciplines and levels of seniority working in Belgian hospitals.

resultsThe CLeaFA tool consists of 35 items across four factors: (a) departmental culture, (b) leadership style of the formal leader, (c) professional competence, and (d) team dynamics.

conclusionsThe CLeaFA is a valid and reliable self-assessment tool intended for both self-reflection and offering potential use to evaluate contextual factors that influence their clinical leadership development, while also offering potential for use in training, management, and research. Future studies should further examine its applicability across diverse hospitals. IMPLICATIONS FOR NURSING MANAGEMENT: The four CLeaFA subscales may help nurse managers identify organizational and leadership-related factors influencing clinical leadership and support leadership development planning. Further research is needed before using the CLeaFA to evaluate change or intervention responsiveness.

Indexed as

LeadershipPsychometricsSelf-AssessmentAdultBelgiumDelphi TechniqueFemaleFocus GroupsHospitalsHumansMaleMiddle AgedQualitative ResearchReproducibility of ResultsSurveys and Questionnairesclinical leadershipcontextual factorsleadership developmentorganizational culturepsychometricsself-assessmentvalidation study

Identifiers

PMID42817237
PMCPMC13627983

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.