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

dc.contributor.authorSirkka, Johanna
dc.contributor.authorSuhonen, Riitta
dc.contributor.authorLiira, Juha
dc.contributor.authorKatajisto, Jouko
dc.contributor.authorStolt, Minna
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=yleislääketiede|en=General Practice|
dc.contributor.organizationfi=hoitotieteen laitos|en=Department of Nursing Science|
dc.contributor.organizationfi=tilastotiede|en=Statistics|
dc.contributor.organization-code1.2.246.10.2458963.20.27201741504
dc.contributor.organization-code1.2.246.10.2458963.20.21889691131
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.42133013740
dc.converis.publication-id522978814
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/522978814
dc.date.accessioned2026-04-24T15:24:28Z
dc.description.abstract<p><strong>Background: </strong> Work 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.</p><p><strong>Methods: </strong> A 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.</p><p><strong>Results: </strong> The 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.</p><p><strong>Conclusions: </strong> The 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.</p><p><strong>Clinical trial number: </strong> Not applicable.</p><p><strong>Supplementary Information: </strong> The online version contains supplementary material available at 10.1186/s12912-026-04622-y.</p><p><strong>Keywords: </strong> Clinical competence; Occupational health nursing; Psychometrics; Surveys and questionnaires; Work capacity evaluation.</p>
dc.identifier.eissn1472-6955
dc.identifier.urihttps://www.utupub.fi/handle/11111/58486
dc.identifier.url10.1186/s12912-026-04622-y
dc.identifier.urnURN:NBN:fi-fe2026042332709
dc.language.isoen
dc.okm.affiliatedauthorSirkka, Johanna
dc.okm.affiliatedauthorSuhonen, Riitta
dc.okm.affiliatedauthorLiira, Juha
dc.okm.affiliatedauthorKatajisto, Jouko
dc.okm.affiliatedauthorStolt, Minna
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline316 Nursingen_GB
dc.okm.discipline316 Hoitotiedefi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherBioMed Central
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber368
dc.relation.doi10.1186/s12912-026-04622-y
dc.relation.ispartofjournalBMC Nursing
dc.relation.issue1
dc.relation.volume25
dc.titleDevelopment and psychometric testing of the Competence in Work Ability Risk Management and Analysis (Comp-WARMaA) instrument: a methodological study
dc.year.issued2026

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