Digital Interventions for Mathematics Anxiety Among Engineering Students: A PRISMA-Guided Review

Authors

  • Nor Kamariah Kasmin Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • Nur Idayu Alimon Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • Azyan Yusra Kapi@Kahbi Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • Aishah Mahat Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • Harshida Hasmy Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • Norzarina Johari Faculty of Computer and Mathematical Sciences, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia
  • D. Rohayu Mohd Yunos Academy of Language Studies, Universiti Teknologi MARA Cawangan Johor, Pasir Gudang Campus, 81750 Masai, Johor, Malaysia

DOI:

https://doi.org/10.11113/sh.v18n3.2335

Keywords:

Mathematics anxiety, digital tools, engineering students, PRISMA and systematic review

Abstract

Mathematics anxiety is a significant barrier to learning and academic performance, especially in understanding complex mathematical ideas and knowledge that can be applied in engineering. The objective of this review is to analyze the influence of digital interventions on reducing mathematics anxiety among engineering students with the help of PRISMA methodology. As a part of a literature search, articles associated with the topic have been found, evaluated, and selected based on inclusion and exclusion criteria. The results show that there is currently an abundance of research focused on the utilization of various types of digital tools like gamification applications, adaptive systems, as well as cutting-edge technological solutions like AI and VR, in helping learners acquire knowledge and decrease anxiety levels. Furthermore, there is an increasing trend towards considering psychological variables, such as motivation, self-efficacy, and attitudes, to boost the learning process. Nonetheless, at present, there is a lack of evidence about the efficiency of digital interventions in promoting learning in engineering as the field has not been widely explored in existing literature yet. In summary, the review demonstrates the current trends in studying digital technologies as the means of promoting learning while accounting for psychological factors.

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Published

2026-09-16

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How to Cite

Digital Interventions for Mathematics Anxiety Among Engineering Students: A PRISMA-Guided Review. (2026). Sains Humanika, 18(3), 183-191. https://doi.org/10.11113/sh.v18n3.2335