Computational thinking, information technology, programming, SWOT analysis, Vocational education.
Abstract
Screening assessments in vocational colleges are a strategic innovation in educational evaluation, designed to identify the cognitive and technical readiness of students entering program-specific courses. In Malaysia, the Information Technology (IT) program within Technical and Vocational Education and Training (TVET) plays a pivotal role in equipping students with programming, computational thinking (CT), and digital skills essential for the Fourth Industrial Revolution (IR4.0) and the digital economy. However, cognitive screening assessments tailored to IT programs in vocational colleges remain underexplored, leading to inconsistencies in student intake quality and misalignment between curriculum expectations and industry demands. This study employs a SWOT analysis framework to examine the strengths, weaknesses, opportunities, and threats of integrating screening assessments for programming and CT in vocational IT education. Data were collected through a literature review from major databases including Scopus, Web of Science, and Google Scholar, focusing on empirical studies in programming and CT. Findings highlight several strengths: improved problem-solving abilities, industry relevance, and enhanced employability for graduates. Weaknesses include limited institutional resources, insufficient teacher training, and uneven student readiness. Opportunities emerge through government initiatives, educational technologies, and industry collaborations, while threats stem from rapid technological change and persistent digital divides. The study underscores the need for program-specific screening tools that ensure equitable access, enhance employability, and align vocational IT programs with evolving industry standards, thereby supporting Malaysia’s digital transformation and competitiveness.ReferencesAfzal, A., Khan, S., Daud, S., Ahmad, Z., & Butt, A. (2023). Addressing the Digital Divide: Access and Use of Technology in Education. Journal of Social Sciences Review, 3(2), 883–895. https://doi.org/10.54183/jssr.v3i2.326Aljameel, I. H. (2022). Exploring the compelling rationale to include programming in the K-12 curriculum. International Journal of Innovative Research in Education, 9(2), 142–155. https://doi.org/10.18844/ijire.v9i2.8460Amiel, D., & Blitz, C. (2022). Computer Science Teacher Capacity: The Need for Expanded Understanding. International Journal of Computer Science Education in Schools, 5(4), 38–47. https://doi.org/10.21585/ijcses.v5i4.151Avrilia Ayunia Widyaningrum, Destya Fitri Andini, Dian Putri Wulandari, Jihan Nur Afiyah, Lusiana Prastiwi, & Rani Nur Azizah. (2024). Analisis SWOT sebagai Alat Pengambilan Keputusan Bisnis di Era Digital dan Globalisasi. Jurnal Manajemen Kewirausahaan Dan Teknologi, 1(2), 53–69. https://doi.org/10.61132/jumaket.v1i2.153Belmar, H. (2022). Review on the teaching of programming and computational thinking in the world. Frontiers in Computer Science, 4. https://doi.org/10.3389/fcomp.2022.997222Chadwick, D., Richards, C., Molin, M., & Strnadová, I. (2023). Digital inclusion and people with learning disabilities. British Journal of Learning Disabilities, 51(2), 119–124. https://doi.org/10.1111/bld.12530Choi, I., Lee, W.-C., Liu, Y.-H., Chen, H., Oard, D. W., & Oh, C. Y. (2022). Cross-cultural Information Access. Proceedings of the Association for Information Science and Technology, 59(1), 551–554. https://doi.org/https://doi.org/10.1002/pra2.624Dada, O. A., Obaido, G., Sanusi, I. T., Aruleba, K., & Yunusa, A. A. (2023). Hidden Gold for IT Professionals, Educators, and Students: Insights From Stack Overflow Survey. IEEE Transactions on Computational Social Systems, 10(2), 795–806. https://doi.org/10.1109/TCSS.2022.3151130Dou, A., Xu, W., Liu, Z., & Yu, Z. (2024). A SWOT Analysis of Small Private Online Courses. Journal of Cases on Information Technology, 26(1), 1–21. https://doi.org/10.4018/JCIT.347378Duci, V., Çaro, E., & Kapllanaj, M. (2024). Integrating ICT in Vocational Education and Training: Expectations, Challenges, and the Path towards Modernisation. Journal of Research, Innovation and Technologies, 3(2), 109–118. https://doi.org/10.57017/jorit.v3.2(6).02Educational Resources and Technology Division, M. O. E. (2023). Malaysia Digital Education Policy. https://www.moe.gov.my/storage/files/shares/Dasar/Dasar Pendidikan Digital/Digital Education Policy.pdfEvelina, T. (2024). in Vocational Education : a Focus on the Baltic Countries. Comparative Professional Pedagogy, 14(1), 49–56.Eyzaguirre, I. A. L., & Fernandes, M. E. B. (2024). Combining methods to conduct a systematic review and propose a conceptual and theoretical framework in socio-environmental research. MethodsX, 12(January). https://doi.org/10.1016/j.mex.2023.102484Fortino, A. (2022). Are They Learning? Assurance of Learning by Curriculum Alignment to Professional Bodies of Knowledge. Academy of Management Proceedings, 2022(1), 13411. https://doi.org/10.5465/AMBPP.2022.13411abstract Grego, M., Bartosiak, M., Palese, B., Piccoli, G., & Denicolai, S. (2025). Disentangling the ‘digital’: A critical review of information technology capabilities, information technology–enabled capabilities and digital capabilities in business research. International Journal of Management Reviews, 27(2), 238–260. https://doi.org/10.1111/ijmr.12389Gupta, D. S. K., & Hayath, T. M. (2022). Lack of it Infrastructure for ICT Based Education as an Emerging Issue in Online Education. Technoarete Transactions on Application of Information and Communication Technology(ICT) in Education, 1(3), 19–24. https://doi.org/10.36647/ttaicte/01.03.a004Hermans, S., Neutens, T., Wyffels, F., & Van Petegem, P. (2024). Empowering Vocational Students: A Research-Based Framework for Computational Thinking Integration. Education Sciences, 14(2). https://doi.org/10.3390/educsci14020206Humphrey, A. S. (2005). SWOT Analysis for Management Consulting. SRI Alumni Association Newsletter, December, 7,8. http://www.sri.com/sites/default/files/brochures/dec-05.pdfIsaksson Persson, H. (2023). Computational thinking: Visible in the classroom but invisible in the curriculum. Australasian Journal of Technology Education, 9. https://doi.org/10.15663/ajte.v9.i0.107Jia, W., & Huang, X. (2023). Digital Literacy and Vocational Education: Essential Skills for the Modern Workforce. International Journal of Academic Research in Business and Social Sciences, 13(5), 2382–2390. https://doi.org/10.6007/IJARBSS/v13-i5/17080Joshi, R., Pavithra, N., & Singh, C. K. (2022). Internet an Integral Part of Human Life in 21st Century: A Review. Current Journal of Applied Science and Technology, 41(36), 12–18. https://doi.org/10.9734/cjast/2022/v41i363963Karadzhov, V. (2025). How to Create the Best SWOT Analysis. International Journal of Research and Review, 12(1), 66–75. https://doi.org/10.52403/ijrr.20250110Kiener, F., Gnehm, A. S., Clematide, S., & Backes-Gellner, U. (2022). IT skills in vocational training curricula and labour market outcomes. Journal of Education and Work, 35(6–7), 614–640. https://doi.org/10.1080/13639080.2022.2126968Kravik, R., Berg, T. K., & Siddiq, F. (2022). Teachers’ understanding of programming and computational thinking in primary education - A critical need for professional development. Acta Didactica Norden, 16(4). https://doi.org/10.5617/adno.9194Ksiezopolski, B., Mazur, K., Miskiewicz, M., & Rusinek, D. (2022). Teaching a Hands-On CTF-Based Web Application Security Course. Electronics (Switzerland), 11(21), 1–21. https://doi.org/10.3390/electronics11213517Lopes, A. S., Rebelo, I., Santos, R., Costa, R., & Ferreira, V. (2023). Supply and demand matching of VET skills - a regional case study. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2200550Mbiada, A., Isong, B., & Lugayizi, F. (2023). A Comparative Study of Computer Programming Challenges of Computing and Non-Computing First-Year Students. The Indonesian Journal of Computer Science, 12(4), 1611–1625. https://doi.org/10.33022/ijcs.v12i4.3330Mohamed, M. M. A., Liu, P., & Nie, G. (2022). Causality between Technological Innovation and Economic Growth: Evidence from the Economies of Developing Countries. Sustainability (Switzerland), 14(6), 1–39. https://doi.org/10.3390/su14063586Mohd Khairul, N. E. ., & Mustafa, M. . (2024). The Relationship Between Critical Thinking and Problem--Solving Skills Among Vocational College Technical Students. Online Journal for TVET Practitioners, 9(2), 151–157. https://doi.org/10.30880/ojtp.2024.09.02.013Mohd Noh, M. F., Mohd Matore, M. E., Sulaiman, N. A., Azeman, M. T., Ishak, H., Othman, N., Mohd Rosli, N., & Sabtu, S. H. (2024). Cognitive Diagnostic Assessment in Educational Testing: A Score Strategy-Based Evaluation. E-Bangi Journal of Social Science and Humanities, 20(4). https://doi.org/10.17576/ebangi.2024.2104.21Mottaeva, A., Khussainova, Z., & Gordeyeva, Y. (2023). Impact of the digital economy on the development of economic systems. E3S Web of Conferences, 381. https://doi.org/10.1051/e3sconf/202338102011Mulla, F. M. (2024). Utilizing Data Analytics for Strategic Business Decision-Making and Market Insights. Interantional Journal of Scientific Research in Engineering and Management, 08(12), 1–7. https://doi.org/10.55041/ijsrem38119N Mohd Nabil, N. Z.-I., Mohd Matore, M. E., & Zainal, M. S. (2025). Understanding Early and Late Identification of Dyslexia: A Narrative Review of Diagnostic Timing, Systemic Barriers, and Educational Equity. E-Bangi Journal of Social Science and Humanities, 22(3).Nadeem, M., Rafiq, M. A., & Jameel, K. (2025). The Role of Educational Technology in Academia. Encyclopedia of Information Science and Technology, Sixth Edition, 1–12. https://doi.org/10.4018/978-1-6684-7366-5.ch038Niranga, M., Sedera, D., & Sorwar, G. (2022). Does IT Matter (Now)? A Global Panel Data Analysis of 7 Regions from 2018-2020 on Digitalization and Its Impact on Economic Growth. ACIS 2022 - Australasian Conference on Information Systems, Proceedings, 1–12.Pan, J., Gao, Q., Hong, R., & Li, W. (2024). Design and implementation of a cloud computing based vocational college course teaching practice platform. Journal of Education, Humanities and Social Sciences, 38, 292–296. https://doi.org/10.54097/d24ydg20Paroli, P., Jajang Sugiat, & Suca Rusdian. (2023). Strategic Tech Horizons: A Comprehensive SWOT Analysis of Organizational Technology Integration. Ambidextrous Journal of Innovation Efficiency and Technology in Organization, 1(01), 18–24. https://doi.org/10.61536/ambidextrous.v1i01.32PPPM. (2013). Pelan Pembangunan Pendidikan Malaysia 2013 - 2025. Kementerian Pendidikan Malaysia, 27(1), 1–268. http://linkinghub.elsevier.com/retrieve/pii/S0742051X10001435Puyt, R. W., Lie, F. B., & Madsen, D. Ø. (2024). From SOFT approach to SWOT analysis, a historical reconstruction. In Journal of Management History. https://doi.org/10.1108/JMH-05-2023-0047Qaribilla, R., Indrajaya, K., & Mayawati, C. I. (2024). Digital Learning Inquality: The Role of Socioeconomic Status in Access to Online Education Resources. International Journal of Social and Human, 1(2), 51–58. https://doi.org/10.59613/55gdmt96Raffi, M. L. M., Hussain, M. A. M., Mustafa, W. A., Zabidi, M. N. A., Mardiansyah, A., & Subari, K. (2025). A Systematic Review of Open-Source Software for Technical and Vocational Education and Training (TVET). Journal of Advanced Research in Applied Sciences and Engineering Technology, 49(2), 75–89. https://doi.org/10.37934/araset.49.2.7589Rika Yohana Sari, Rusdinal, & Anisah. (2024). Analisis Swot Sebagai Alat Penting Dalam Proses Perencanaan Strategis Organisasi Non-Profit. Jurnal Niara, 17(1), 87–97. https://doi.org/10.31849/niara.v17i1.19967Rosli, N. M., Matore, M. E. E. M., & Husnin, H. (2024). Synergizing the Integration of Coding and Programming Competencies through Quadruple Helix Model for Malaysian Vocational Education. International Journal of Academic Research in Progressive Education and Development, 13(4). https://doi.org/10.6007/ijarped/v13-i4/24377Sharath Kumar, C. ., & Praveena, K. . (2023). SWOT Analysis. International Journal of Advanced Research (IJAR), 11(09), 744–748. https://doi.org/10.21474/IJAR01/17584Singhal, D., & Ahuja, L. (2023). Cloud Computing Paradigm in Academics. Qeios, July, 1–17.Soleh, A. A., Triyanto, T., Parno, P., Suharno, S., & Estriyanto, Y. (2023). Tinjauan Pustaka Sistematis: Model Kemitraan antara SMK dengan Dunia Usaha dan Dunia Industri. Jiptek, 16(2), 126. https://doi.org/10.20961/jiptek.v16i2.72697Susilowati, D., Rahim, A., Ananta, G. P., Saputri, D. S. C., Hasanah, U., & Ria, R. R. P. (2024). Do Computational Thinking and Self Regulated Learning Affect Computer Programming Problem Solving Skills? : An Experimental Study. Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran, 10(3), 1145. https://doi.org/10.33394/jk.v10i3.12415Topal, A. D., & Geçer, A. K. (2025). Technology and Education: Diversity and Equality in a Digital World. In Creating Positive and Inclusive Change in Educational Environments (pp. 83–110). IGI Global Scientific Publishing.Vinisha Bhagwani, & Balasinorwala, S. (2023). Cyber Security. International Journal of Scientific Research in Engineering and Management (IJSREM), 07(February), 17691. https://doi.org/10.55041/IJSREM17691Wu, T.-T., Lin, C.-J., Wang, S.-C., & Huang, Y.-M. (2023). Tracking Visual Programming Language-Based Learning Progress for Computational Thinking Education. Sustainability (Switzerland), 15(3). https://doi.org/10.3390/su15031983Wu, T. T., Asmara, A., Huang, Y. M., & Permata Hapsari, I. (2024). Identification of Problem-Solving Techniques in Computational Thinking Studies: Systematic Literature Review. SAGE Open, 14(2), 1–20. https://doi.org/10.1177/21582440241249897Zheng, H. (2024). The Strategic Decision Making Analysis for a Semiconductor Company Based on SWOT Model. Advances in Economics, Management and Political Sciences, 97(1), 188–192. https://doi.org/10.54254/2754-1169/97/20231573