From Recall to Reasoning: A Systematic Review of Cognitive Demand in Technical and Vocational Mathematics Assessment
DOI:
https://doi.org/10.64712/ghajet.v14i3.891Keywords:
Cognitive Demand, Higher-Order Thinking Skills, Mathematics Assessment, Systematic Review, Technical and Vocational Education and TrainingAbstract
Technical and Vocational Education and Training (TVET) must prepare graduates to solve complex work-related problems in the era of Industry 5.0. This function of TVET is consistent with Sustainable Development?Goal (SDG) 4 on inclusive education. However, the mathematics curriculum in TVET centres leans mainly towards procedures rather than critical thinking and problem-solving. This systematic review consolidates studies on how cognitive demands in TVET Mathematics assessment have been investigated to identify salient findings and gaps. In accordance with the PRISMA protocol, this review was conducted using an exploratory design. The databases used comprise Google Scholar, Scopus, SAGE Online and Emerald. We searched for English-language peer-reviewed articles published between January 2015 and July 2025. Of?the 813 identified records, 37 studies were included that examined cognitive demands through lenses such as Bloom’s Taxonomy or Webb’s DOK. The findings were grouped into four question groups. Most cognitive demands?were expressed through classical taxonomies (32.5%), applied/contextual practices (29.7%), and Higher-Order thinking skills (HOTS) categories (24.3%). Regarding methodology, reviewed/synthesised designs (37.8%) and quantitative designs (27.0%) predominated among the findings. The majority of the research contributions were from Asia-Pacific (43.3%)?and Africa (24.3%). Findings from primary studies relevant to implementation show that interventions such as inquiry-based and technology-enhanced learning support?higher-order skills. Despite that, there are obstacles such as teacher under-preparation, a mismatch in the curriculum, and the dominance of low-level assessment items. The review indicated that to build 21st-century cognitive skills for life in the contemporary workplace, assessment should be fashioned as a context product. Nevertheless, systemic obstacles prevent widespread adoption in other states. TVET systems should invest in teacher professional development in HOTS pedagogies, an industry-driven curriculum, and the integration of technology into pedagogy.References
Abdurrahman, M. S., Halim, A. A., & Sharifah, O. (2021). Improving polytechnic students’ high-order-thinking-skills through inquiry-based learning in the mathematics classroom. International Journal of Evaluation and Research in Education, 10(3), 976–983.
Acheampong, P. A., & Awuah, F. K. (2025). The study of mathematics content in the context of vocational education: A systematic review. Physical and Mathematical Education, 40(4), 6-12.
Basori, B., Sajidan, S., Akhyar, M., & Wiranto, W. (2023). Blended learning model towards vocational students’ learning outcomes: A scoping review. International Journal of Evaluation and Research in Education, 12(1), 205-215.
Bearman, M., Dawson, P., Boud, D., Bennett, S., Hall, M., & Molloy, E. (2016). Support for assessment practice: Developing the assessment design decisions framework. Teaching in Higher Education, 21(5), 545-556.
Christidis, M., Hemingstam, A., & Lindberg, V. (2024). Mathematics as an aspect of vocational knowing in animal caregiving, from a student perspective. Learning, Culture and Social Interaction, 45, 100-109.
Dalby, D., & Noyes, A. (2022). The waxing and waning of functional skills in mathematics. Journal of Vocational Education & Training, 74(3), 434-453.
De Andrade, M. O., Nyamapfene, A., Zurita, M., & Burova, I. (2022). Assessing higher levels of learning through real-life problems in engineering mathematics. Engineering Education Review, 18(3), 156-171.
Folson, D., & Awuah, F. K. (2025). Assessing cognitive alignment in pre-tertiary TVET core mathematics: A Ghanaian case study of curriculum and exit examinations. East African Journal of Education Studies, 8(2), 176-188.
Garraway, J. (2022). Designing complex, challenging and creative assessments for work preparedness: A review of competency-based assessment. Assessment in Education: Principles, Policy and Practice, 29(4), 445-462.
Gough, D., Oliver, S., & Thomas, J. (2017). An introduction to systematic reviews (2nd ed.). Sage.
Guo, X., Guo, Y., & Liu, Y. (2021). The development of extended reality in education: Inspiration from the research literature. Sustainability, 13(24), 13-36.
Halevi, G., Moed, H., & Bar-Ilan, J. (2017). Suitability of Google Scholar as a source of scientific information and as a source of data for scientific evaluation: Review of the literature. Journal of Informetrics, 11(3), 823-834.
Hidayat, R., Ayub, A. F. M., bin Bahurudin Setambah, M. A., & Mazlan, N. H. (2025). A meta-analysis of the effect of modelling activities on learning outcomes in mathematics. STEM Education, 5(3), 401-424.
Higgins, J. P. T., Thomas, J., Chandler, J., Cumpston, M., Li, T., Page, M. J., & Welch, V. A. (Eds.). (2019). Cochrane handbook for systematic reviews of interventions (2nd ed.). John Wiley & Sons.
Mohd Jamil, M. R., Mat Noh, N., Idris, N., Othman, M. S., & Md Zalli, M. M. (2023). Enhancing higher-order thinking skills among TVET students: HyperDocs as a tool for TVET teachers. Jurnal Kejuruteraan, 6(2), 31-43.
Motseki, P., & Jojo, Z. (2022). The effectiveness of using the geometer’s sketchpad to enhance TVET college level 4 students’ understanding of circle geometry. Progressio, 43(1), 1-17.
Nussbaumer-Streit, B., Klerings, I., Dobrescu, A. I., Persad, E., Stevens, A., Garritty, C., Kamel, C., Affengruber, L., Meerpohl, J. J., & Gartlehner, G. (2020). Excluding non-English publications from evidence syntheses did not change conclusions: A meta-epidemiological study. Journal of Clinical Epidemiology, 118, 42-54.
Jatisunda, M. G., Suryadi, D., & Prabawanto, S. (2024). Enhancing mathematical problem-solving ability through project-based learning: A study of vocational high school students. Jurnal Elemen, 10(3), 711-727.
Kotsifakos, D., Kiriakos, D., Kalovrektis, K., Psaromiligkos, Y., & Douligeris, C. (2024). Research and analysis in the cognitive principles of vocational education and training in Greece at the beginning of the 21st Century. Applied System Innovation, 7(5), 98-107.
Lin, Q. (2025). Constructing a vocational mathematics teaching model aligned with industry needs. World Journal of Education and Humanities, 7(3), 1-17.
López, F., Contreras, M., Nussbaum, M., Paredes, R., Gelerstein, D., Alvares, D., & Chiuminatto, P. (2023). Developing critical thinking in technical and vocational education and training. Education Sciences, 13(6), 590-599.
Maharani, S., Arthur, R., & Soeprijanto, S. (2025). Standardised higher-order thinking skills assessment in engineering mechanics: A traditional literature review and future research directions. Jurnal Eduscience, 12(4), 1088-1097.
Matu, J. B., & Paik, E. J. (2021). Generic skills development in the Gulf Cooperation Council countries and graduate outcomes: A systematic review of the literature. Gulf Education and Social Policy Review, 2(1), 69-90.
Mazibuko, G. N., & Maharaj, A. (2024). An explorative study of developing a mathematical model for evaluating HOTS in the Mathematics curriculum operating in the KZN TVET Colleges. Education Sciences, 14(3), 279-292.
Mhlungu, X., Ramaila, S. M., & Ramnarain, U. (2025). The cognitive complexity of technical sciences: An analysis using the depth-of-knowledge level scheme. International Journal of Learning, Teaching and Educational Research, 24(2), 613-635.
Muda, W. H. N. W., Ab Halim, F., Ismail, N., & Jimas, M. N. M. (2019). metacognitive skills among technical students through mathematical problem solving: Technical students’ perceptions. Online Journal for TVET Practitioners, 4(2), 93-98.
Ngoveni, M. A., & Machaba, M. F. (2024). Effectiveness of questioning techniques in mathematics: An analysis of lecturers’ practices at TVET colleges. Journal of Pedagogical Sociology and Psychology, 6(3), 21-33.
Novyanti, Y., Rahmayanti, H., Azwar, S. A., Ichsan, I. Z., Singh, C. K. S., Rahman, M. M., & Ali, A. (2021). An overview of students’ HOTS to develop an instructional kit for disaster mitigation based on vocational education. Tadris: Jurnal Keguruan Dan Ilmu Tarbiyah, 6(1), 117-124.
Oktaviyanthi, R., & Lestari, I. (2023). Cognitive apprenticeship in vocational students' mathematical decision-making skills. Jurnal Pendidikan Vokasi, 13(1), 80-97.
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Systematic Reviews, 10(1), 89-100.
Parker, D. A., & Roumell, E. A. (2020). A functional contextualist approach to mastery learning in vocational education and training. Frontiers in Psychology, 11, 14-39.
Peters, M. D. J., Marnie, C., Tricco, A. C., Pollock, D., Munn, Z., Alexander, L., McInerney, P., Godfrey, C. M., & Khalil, H. (2020). Updated methodological guidance for the conduct of scoping reviews. JBI Evidence Synthesis, 18(10), 2119-2126.
Putri, A. D., & Juandi, D. (2025). Blended learning and math achievement: A meta-analytic review highlighting the effectiveness and heterogeneity. Electronic Journal of E-Learning, 23(1), 113-128.
Raharjo, E. Y., Putri, P. A., Danim, S., & Risdianto, E. (2025). How do students’ cognitive style influence their mathematical problem-solving thinking processes: A systematic literature review. Journal of Mathematics Science and Education, 8-15.
St Omer, S. M., Evers, K., Wang, C. Y., & Chen, S. (2025). Technology-enhanced mathematics learning: review of the interactions between technological attributes and aspects of mathematics education from 2013 to 2022. Humanities and Social Sciences Communications, 12(1), 1-13.
Sumandya, I. W., Suarni, N. M., Mahendra, I. W. E., & Panglipur, I. R. (2020). Developing an assessment of vocation-based hots on mathematics subject for the X class of vocational school. International Journal of Scientific and Technology Research, 9(2), 2900-2903.
Suominen, S., Ikonen, K., Leinonen, R., Viholainen, A., & Asikainen, M. A. (2024). Vocational school students’ use and opinions of voluntary-based online learning solutions presented in a mathematics course. European Journal of Science and Mathematics Education, 12(3), 394-410.
Vimbelo, S., & Bayaga, A. (2024). Transforming mathematics education in TVET Colleges through humanising pedagogy: An exploration of teaching approaches, student engagement, and real-life examples. Journal of Education, 65(2), 139-154.
Wakid, M., Sofyan, H., Widowati, A., & Zaida Ilma, A. (2024). Learning-oriented assessment: a systematic literature network analysis. Cogent Education, 11(1), 23-56.
Ye, J. H., He, Z., Bai, B., & Wu, Y. F. (2024). Sustainability of technical and vocational education and training (TVET) along with vocational psychology. Behavioural Sciences, 14(10), 859-890.
Yusop, S. R. M., Rasul, M. S., Mohamad Yasin, R., Hashim, H. U., & Jalaludin, N. A. (2022). An assessment approaches and learning outcomes in technical and vocational education: A systematic review using PRISMA. Sustainability, 14(9), 25-52.