A SEM-PLS Approach: Teacher 4.0 – Are You Competent Enough?

Authors

  • Melor Masdoki Kolej MARA Banting

DOI:

https://doi.org/10.70062/icsshi.v1i1.18

Keywords:

Teacher 4.0, teacher competency, pre-university, 4.0 measurement

Abstract

Teacher 4.0 is a concept of future educators created to explain the characteristics of educators who can handle various technologies with effective teaching in parallel with the transformation of Education 4.0. Readiness and acceptance of the use of various smart technologies, better known as Technology 4.0 experienced a large-scale shift in the national education system, especially in teaching and learning methods. This includes all levels from primer to higher education institutions. The transformation of 4.0 requires improvement in teachers' competency to enhance teaching and to ensure it is in line with the country’s objective in producing highly competitive, innovative educators and students in the era of 4.0. The need for a measurement tool is important due to the lack of research conducted to test the competence of Teacher 4.0. Thus, this study was conducted to measure the competence of Teacher 4.0 by creating a new instrument adapted from the DigCompEdu model. Appropriate constructs were validated and hypotheses were tested using PLS-SEM approach to evaluate the contribution of each construct towards Teacher 4.0 competency. The sample used in this study involves 274 among MARA teachers’ pre-university institutions across Malaysia. A total of three formative constructs were identified, namely teaching and learning, assessment and facilitating students' Technology 4.0 competence. Questionnaires were distributed to respondents using purposive sampling and the data obtained was analyzed using SEM-PLS software. The results of the analysis show that all constructs have passed sufficient convergent validity. Hypothesis verification analysis shows that all constructs have a positive contribution towards Teacher 4.0 competency. Overall, this study has created a new measurement instrument that can measure the competence of Teacher 4.0 and improvised the DigCompEdu model. Findings can be a reflection indicator for teachers to improve teaching methods and strategies in addition to developing existing competencies. The problems arising from this study can be indicators for educational institutions to ensure that the facilities and infrastructure required for Technology 4.0 can be expanded in line with their needs as an educational support tool.

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References

Abdelrazeq, A., Janssen, D., Tummel, C., Richert, A. & Jeschke, S. (2016). Teacher 4.0: Requirements Of The Teacher Of The Future In Context Of The Fourth Industrial Revolution. Iceri2016 Proceedings, (1) 8221–8226.

Chin, W. W. (2010). How To Write Up and Report Pls Analyses. In V. E. Vinzi, W. W. Chin, J. Henseler, & H. Wang (Eds.), Handbook of Partial Least Squares (Pp. 655e690). Berlin, Germany: Springer.

Dewey, J. (1933). How We Think: A Restatement of The Relation of Reflective Thinking to The Educative Process. Boston, Ma: D. C. Heath.

Fisk, P. (2017). Education 4.0 The Future Of Learning Will Be Dramatically Different In School And Throughout Life.

Hair, J. F., Hult, Gtm, Ringle, C. & Sarstedt, M. (2017). A Primer On Partial Least Squares Structural Equation Modelling (Pls-Sem), (2nd Ed.). Thousand Oaks. Sage.

Hutson, J. & Platel, D. (2023). "Human-AI Collaboration for Smart Education: Reframing Applied Learning to Support Metacognition" Faculty Scholarship. 480.

Ingaldi, M., Ulewicz, R., & Klimecka-Tatar, D. (2023). Creation of the university curriculum in the field of Industry 4.0 with the use of modern teaching instruments - Polish case study. Procedia Computer Science, 217, 660–669.

Jamhari, A. A., Razak, S. H. A., Mohamad, N. A. K. & Ishar, M. I. M. (2020). Persediaan Rakyat Malaysia Dalam Merealisasikan Matlamat Revolusi Industri 4.0. Malaysian Journal of Social Sciences and Humanities (Mjssh), 5(10), 75–82.

Jima'ain M., Hassan F., Razak K., Hehsan A. & Junaidi J. (2020). The Emerging Challenges Of Industrial Revolution 4.0: A Student's Perspective. Journal Of Advanced Science And Technology. Vol. 29, No. 6, Pp. 1215-1225.

Khotimah, K., Rusijono & Mariono, A. (2024). “Enhancing Metacognitive and Creativity Skills through AI-Driven Meta-Learning Strategies. International Journal of Interactive Mobile Technologies (IJIM). 18. 18-31. 10.3991/ijim.v18i05.47705, 2024.

Kopcha, T. J. (2012). Teachers’ Perceptions Of The Barriers To Technology Integration And Practices With Technology Under Situated Professional Development. Computers And Education, 59(4), 1109–1121.

Mahmud, M. F., Aripin, M. A., Junaidi, N. H., Seth, N. H. N., & Sultan, A. A. M. (2023). Perspectives of Malaysian academics on the preparation of fourth industrial revolution for Construction Technology Program. International Journal of Evaluation and Research in Education, 12(1), 114–120.

Malik, A. R. et al. (2023). "Exploring artificial intelligence in academic essay: Higher education students’ perspective," International Journal of Educational Research Open, vol. 5, p. 100296.

Mokhtar, M. A. & Noordin, N. (2019). An Exploratory Study Of Industry 4 . 0 In Malaysia : A Case Study Of Higher Education Institution In Malaysia. 16(2), 978–987.

Ngah, A. H. (2016). Barriers And Enablers to The Adoption of Halal Transportation and Halal Wharehousing Services Among Halal Manufacturers In Malaysia. Universiti Malaysia Pahang.

Nguyen, A., Kremantzis, M., Essien, A., Petrounias, I. and Hosseini, S. (2024). "Enhancing student engagement through artificial intelligence (AI): Understanding the basics, opportunities, and challenges." Journal of University Teaching and Learning Practice 21, no. 06.

Peredrienko, T., Oxana, B. & Yaroslavova, E. (2020). New Language Learning Environment: Employers’ - Learners’ Expectations And The Role Of Teacher 4.0. International Journal Of Instruction, 13. 105-118.

Puncreobutr, V. (2016). Education 4.0: New Challenge Of Learning. St. Theresa Journal Ofhumanities Andsocial Sciences, Vol. 2 No. 2

Rameli, M. R. M., Kosnin, A. M., Yahaya, N., & Kamin, Y. (2018). Readiness in implementing teacher training programmes based on industrial revolution 4.0: Evidence from Malaysian public universities. Journal of Engineering Science and Technology, 13(Special Issue on ICITE 2018), 42–48.

Redecker, C. (2017). European Framework For The Digital Competence Of Educators: Digcompedu (No. Jrc107466). Joint Research Centre (Seville Site).

Saputri, R. A. (2019). Reinforcing Civics Literacy In Sustaining Students ’ Learning In The Industrial Era 4 . 0. 7, 36–43.

Saud, M. S., Rameli, M. R. M., Kosnin, A. M., Yahaya, N., Kamin, Y., Zakaria, M. A. Z. M., Mokhtar, M., Abdullah, A. H., Suhairom, N., Kamis, A., Rahman, F. A., Minghat, A. D., Daris, Z. M., Alhassora, N. S. A. & Omar, M. (2018). Readiness In Implementing Teacher Training Programmes Based On Industrial Revolution 4.0: Evidence From Malaysian Public Universities. Journal Of Engineering Science And Technology, 13(Special Issue On Icite 2018), 42–48.

Shenkoya, T. & Kim, E. (2023). Sustainability In Higher Education: Digital Transformation Of The Fourth Industrial Revolution And Its Impact On Open Knowledge. Sustainability (Switzerland), 15(3).

Sin Ying Tan, Aljaaf, A. J., Hussain, A., Alloghani, M. & Mustafina, J. (2019). A Perspective On Education To Support Industry 4 . 0 : A Qualitative Case Study In Uk.215–220.

Smolyaninova, O. G. & Bezyzvestnykh, E. A. (2019). Professional Training of Teacher 4.0: Developing Digital Competency by Means Of Eportfolio. Journal Of Siberian Federal University - Humanities and Social Sciences, 12(9), 1714–1732.

Taherdoost, H. (2018). A Review Of Technology Acceptance And Adoption Models And Theories. Procedia Manufacturing, 22, 960–967.

Yunos, S. & Din, R. (2019). The Generation Z Readiness For Industrial Revolution 4.0.

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Published

2024-06-30

How to Cite

Melor Masdoki. (2024). A SEM-PLS Approach: Teacher 4.0 – Are You Competent Enough?. Proceeding of the International Conference on Social Sciences and Humanities Innovation, 1(1), 01–09. https://doi.org/10.70062/icsshi.v1i1.18