TVET Employability Model for the Industrial Revolution 4.0: Content Construct Validation and Expert Consensus Using the Fuzzy Delphi Method

dc.citation.epage307
dc.citation.issue8
dc.citation.spage288
dc.citation.volume16
dc.contributor.authorMohamad Helmey Che Hashim
dc.contributor.authorSalmah Mohamad Yusoff
dc.contributor.authorNor Mazlina Ghazali
dc.contributor.departmentFaculty of Cognitive Sciences and Human Development
dc.date.accessioned2026-08-17T03:55:48Z
dc.date.issued2026-08
dc.description.abstractThis study focuses on the development and validation of a TVET Employability Model to enhance Industrial Revolution 4.0 (IR4.0) skills among diploma students in Public Skills Training Institutions (PSTIs) in Malaysia. The objective of this study was to examine expert consensus regarding the Industrial Revolution 4.0 skill constructs. A total of 10 questionnaire items representing the Industrial Revolution 4.0 skills were evaluated by a panel of experts. Content construct validation was conducted using the Fuzzy Delphi Method (FDM) based on a seven-point fuzzy scale involving 17 experts comprising counsellors, lecturers, and industry practitioners. The collected data were analysed using triangular fuzzy numbers, and the priority of each construct was determined through the defuzzification process. The findings indicated a high level of expert consensus (?75%) and defuzzification scores exceeding 0.5 for all constructs, confirming the suitability of the proposed model for application in career counselling and Technical and Vocational Education and Training (TVET). The model not only provides a structured instructional framework but also strengthens the role of career counselling as a strategic platform to assist students in planning, evaluating, and aligning their competencies with the evolving demands of Industry 4.0.
dc.description.referencesUncontrolled Keywords: Technical and Vocational Education and Training (TVET), Employability, Industrial Revolution 4.0 (IR4.0), Career Counselling, Fuzzy Delphi Method (FDM).
dc.description.statusPublished
dc.identifier.citationMohamad Helmey, C. H., Salmah, M. Y., & Nor Mazlina, G. (2026). TVET employability model for the Industrial Revolution 4.0: Content construct validation and expert consensus using the Fuzzy Delphi Method. International Journal of Academic Research in Business and Social Sciences, 16(8), 288–307. https://doi.org/10.6007/IJARBSS/v16-i8/28752
dc.identifier.doihttp://dx.doi.org/10.6007/IJARBSS/v16-i8/28752
dc.identifier.emailmysalmah@unimas.my
dc.identifier.emailgnmazlina@unimas.my
dc.identifier.issn2222-6990
dc.identifier.urihttps://hrmars.com/ijarbss/article/view/28752/TVET-Employability-Model-for-the-Industrial-Revolution-40-Content-Construct-Validation-and-Expert-Consensus-Using-the-Fuzzy-Delphi-Method
dc.identifier.urihttps://scholarhub.unimas.my/handle/123456789/1544
dc.publisherHuman Resource Management Academic Research Society (HRMARS)
dc.relation.ispartofInternational Journal of Academic Research in Business and Social Sciences (IJARBSS),
dc.titleTVET Employability Model for the Industrial Revolution 4.0: Content Construct Validation and Expert Consensus Using the Fuzzy Delphi Method
dc.typeArticles
dc.type.statusYes

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