Evidence map›Paper›PMID 41963977›Full record

ArticleBMC nursing2026

Development and psychometric testing of the Competence in Work Ability Risk Management and Analysis (Comp-WARMaA) instrument: a methodological study.

Johanna Sirkka, Riitta Suhonen, Juha Liira, Jouko Katajisto, Minna Stolt

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Article in BMC nursing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Johanna SirkkaDepartment of Nursing Science, University of Turku, Medisiina B, Kiinamyllynkatu 10, Turku , 20014 Turun yliopisto, Finland. johpelz@utu.fi.ORCID http://orcid.org/0000-0002-7724-9766
Riitta SuhonenDepartment of Nursing Science, University of Turku, Medisiina B, Kiinamyllynkatu 10, Turku , 20014 Turun yliopisto, Finland.ORCID http://orcid.org/0000-0002-4315-5550
Juha LiiraDepartment of Clinical Medicine, University of Turku, Turku, Finland.
Jouko KatajistoDepartment of Mathematics and Statistics, University of Turku, Turku, Finland.ORCID http://orcid.org/0000-0003-0189-4176
Minna StoltDepartment of Nursing Science, University of Turku, Medisiina B, Kiinamyllynkatu 10, Turku , 20014 Turun yliopisto, Finland.ORCID http://orcid.org/0000-0002-1845-9800

Funding

Jenny ja Antti Wihurin Rahasto 00240356
6 · The paper itself

Abstract

backgroundWork ability risk management and analysis (WARMA) requires professional competence to ensure effective, consistent, and high-quality occupational health nursing. Occupational health nurses (OHNs) play a central role in identifying and addressing work ability risks; however, no comprehensive instrument currently exists to assess their competence. This study aimed to develop and psychometrically evaluate such an instrument.

methodsA descriptive, exploratory, and methodological design was applied. Instrument development followed a three-phase process comprising theory-based item generation, expert panel evaluations with consensus meetings, and empirical testing. Data were collected using two online surveys including the newly developed Competence in Work Ability Risk Management and Analysis (Comp-WARMaA) instrument. Psychometric properties were examined using classical and modern test theory methods, focusing on content validity, internal consistency, and structural validity.

resultsThe final Comp-WARMaA instrument comprised 40 items covering four competence domains: objective knowledge, perceived knowledge, attitudes and values, and case-based performance. Content validity was confirmed by experts. Internal consistency was acceptable across subscales. Principal component analysis supported the multidimensional structure, whereas confirmatory factor analyses (CFA) and Rasch analyses yielded mixed findings, indicating the need for further refinement and psychometric testing in independent samples.

conclusionsThe Comp-WARMaA instrument demonstrated strong content validity and acceptable internal consistency. Structural analyses yielded mixed findings, indicating the need for further refinement and psychometric testing in independent samples. The instrument provides a structured framework for assessing OHNs’ competence in WARMA and may inform systematic competence evaluation and professional development in occupational health nursing. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Clinical competenceOccupational health nursingPsychometricsSurveys and questionnairesWork capacity evaluation

Identifiers

PMID41963977
PMCPMC13085472

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LicenceCC BY-NC-ND
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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.