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International Journal of Academic Research in Accounting, Finance and Management Sciences

Open Access Journal

ISSN: 2225-8329

An Exploratory Factor Analysis (EFA) of TVET Career Path Development Model

Ahmad Rosli Mohd Nor, Mohamad Sattar Rasul, Mohd Sufiean Hassan

http://dx.doi.org/10.6007/IJARAFMS/v13-i2/18193

Open access

Technical and Vocational Education Training (TVET) has become important in Malaysian education system to produce skilled workforce for industrial need. Career planning are very crucial for TVET students to guide them for a better career in future. Career path development model has been develop to guide TVET student plan their career path. But, to understanding the structure underlying a set of measures in this model is not easy as to understand the data depicted because actual data will often show notable deviations from their pattern. These can make it difficult to gauge their correlation. Factor analysis is the answer to overcome the problems to determine the number of distinct constructs needed to account for the pattern of correlations among a set of measures. In this study factor analysis was used to determine career path model that could effectively bring TVET graduated for their future career in their sector. As to accessing these validity indicators, exploratory factor analysis (EFA), reliability and correlation analysis were used. The results of the analysis based on 151 local TVET graduated from various institution in Malaysia indicated that all extracted factors having good a values of factor loadings and communalities (i.e. above 0.55) and acceptable level of reliability value (i.e. Cronbach’s alpha above 0.70). These extracted factors also have good discriminant and nomological validity, since the correlation analysis proof that, the directions of relationships among the extracted factors follow the expected theory (Super Theory) and the strength of the correlation is moderately strength. Therefore, the designed instruments were valid and reliable for accessing the targeted variables in the context of TVET career in Malaysia.

Amla, S., Zuria, M., and Salleh, A. (2009). (Bimbingan dan Kaunseling Sekolah Edisi Kedua). Bangi: Penerbit UKM.
Bandura, A. (1977). Social Learning Theory. New Jersey : Prentice-Hall.
CERIC. (2022). Glossary of Career Development. https://ceric.ca/glossary-of-career-development/
Creswell, J. W. (2014) Educational Research: Planning, Conducting, And Evaluating Quantitative And Qualitative Research. London: Pearson.
Fabrigar, L. R., & Wegener, D. T. (2012) Exploratory Factor Analysis. London: Oxford University Press.
Fatimah, A. (2011). Human Behavior from an Islamic Perspective: Interaction of Nature, Nurture, and the Spiritual Dimension. The American Journal of Islamic Social Sciences 28 (2): 86-105.
Gotfredson, L. S. (2005). Applying Gotfredson’s theory of circumscription and compromise in career guidance and counseling. Dlm. S.D. Brown & R.W. Lent (Pytg). Career Development and Counseling: Putting Theory and Research to Work, 71-100. New York: Wiley.
Hair, J. F., Black, W. C., Babin, B. J,. & Anderson, R. E. (2010). Multivariate Data Analysis. Upper Saddle River, NJ:Prentice-Hall.
Talib, J. (2013). Kajian keberkesanan Modul Merancang Kerjaya terhadap pelajar kolej komuniti KPTM. PhD Thesis. Faculty of Education, UKM.
Jordaan, J. P. (1968) The Counseling Psychologist. USA: Columbia University Press
Kulcsarc, V., Dobreana, A., & Gatib, I. (2020). Challenges and difficulties in career decision making: Their causes, and their effects on the process and the decision. Journal of Vocational Behavior 116: 1-39. https://doi.org/10.1016/j.jvb.2019.103346.
Nor, A. R. M. (2016) Profil, indikator, faktor kritikal dan model perkembangan kerjaya berasaskan komuniti berpendapatan tinggi dalam kalangan lulusan kolej komuniti. PhD Thesis. Fakulty of Education, UKM.
Nunnally, J. C., & Bernstein, I. R. (1994). Psychometric Theory. Ed. ke-3. New York: McGraw-Hill, Inc.
Ong, M. H. A., and Puteh, F. (2017). Quantitative data analysis: Choosing between SPSS, PLS, and AMOS in social science research. International Journal Sci Res 3(1): 14-25.
Pallant J. (2010) SPSS Survival Manual. New York: McGraw-Hill Publications.
Rasul, M. S. R., Nor, A. R. M., Amat, S., & Rauf, R. A. A. (2016). Alumni Cemerlang Kolej Komuniti. Bangi, Selangor: UKM Press.
Rasul, M. S., Nor, A. R. M., Amat, S., and Rauf, R. A. A. (2015). Exploring Critical Factors of Self Concept among High Income Community College Graduates. International Education Studies 8(12): 43-55
Rasul, M. S., Nor, A. R. M., and Amat, S. (2021). Construction of TVET Students’ Career Profile Pathways. Journal of Technical Education and Training, 13(1), 139–147.
Rasul, M. S., Nor, A. R. M., and Amat, S. (2021) Construction of TVET Students' Career Profile Pathways. Journal of Technical Education and Training 13 (1) : 139-147
Savickas, M. L. (2000). Assessing career decision making. In C.E. Watkins & V. Campbell (Eds) Testing and assessment in counseling practice. Mahweh, NJ: Erlbaum.
Schermerhorn, J. R., Osborn, R., & Hunt, J. G. (2005). Organizational Behavior. New York: Wiley.
Super, D. E., Thompson., A. S., Jordaan, J. P., & Myers, R. (1984). Career Development Inventory. Palo Alto, CA: Consulting Psychologist Press.
Super, D. E., Savickas, M. L., & Super, C. M. (1996). The life-span, life-space approach to careers. Dlm Brown, D., Brooks, L. & Associates (Eds) Career Choice and Development. San Francisco: Jossey-Bass.
Watkins, W. M. (2018) Exploratory Factor Analysis: A Guide to Best Practice. Journal of Black Psychology, Vol. 44(3) 219 –24.
Williams, B., Brown, T., & Onsman, A. (2010). Exploratory factor analysis: A five-step guide for novices. Journal of Emergency Medical Serv 8(3): 1-13.

In-Text Citation: (Nor et al., 2023)
To Cite this Article: Nor, A. R. M., Rasul, M. S., & Hassan, M. S. (2023). An Exploratory Factor Analysis (EFA) of TVET Career Path Development Model. International Journal of Academic Research in Accounting Finance and Management Sciences, 13(2), 1118–1127.