Analysis of teachers’ competences for industry 4.0 subjects: a case of thai higher education institutions

Rui M. Lima*, Rui M. Sousa, Lino Costa, Cristiano Jesus, Diana Mesquita, Athakorn Kengpol, Warapoj Meethom, Pisut Koomsap

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)


The era of Industry 4.0 (I4.0) requires technology and engineering higher education institutions to provide their students with the competences inherent to this evolution. This requires teaching staff training, but first, naturally, teachers’ level of competences must be assessed. The objective of this work is to assess the current level of teaching staff self-perceived competences related to product, process, and production in the I4.0 Era, using a tailor-made questionnaire. Additionally, the work aims to evaluate the relation between academic degrees and years of experience, with the level of self-perceived competences. In terms of methodology, the development of the questionnaire’s items was based on the Acatech framework and existing I4.0 courses. The questionnaire was validated through the following steps: 1) think-aloud procedures with 4 teaching staff, and 2) test and retest statistics validation, developed with approximately 30 teaching staff from the referred institutions. Then, the questionnaire was applied to more than 200 teaching staff. Two I4.0 areas showed a lower level of self-perceived competence: Data Analytics and Digital Manufacturing. It became evident that the teaching staff, regardless of their level of experience or academic degree, may benefit from organizational and people management training including processes and techniques related to I4.0.
Original languageEnglish
Article number6233
Number of pages17
JournalApplied Science and Engineering Progress
Issue number4
Publication statusPublished - Oct 2023


  • Industrial engineering
  • Industry 4.0
  • Industrial engineering and management


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