Year 2025,
Volume: 26 Issue: 3, 1 - 24, 01.07.2025
Siti Haslina Md Harizan
,
Mohamed Ally
References
- Ahiadu, A., & Abidoye, R. (2023). Economic uncertainty and direct property performance: A systematic review using the SPAR-4-SLR protocol. Journal of Property Investment & Finance, 42(1), 89–111.
https://doi.org/10.1108/jpif-08-2023-0073
- Ahmat, N. H. C., Bashir, M. A. A., Razali, A. R., & Kasolang, S. (2021). Micro-credentials in higher education institutions: Challenges and opportunities. Asian Journal of University Education, 17(3),
281–290. https://doi.org/10.24191/ajue.v17i3.14505
- Ahsan, K., Akbar, S., Kam, B., & Abdulrahman, M. D. A. (2023). Implementation of micro-credentials in higher education: A systematic literature review. Education and Information Technologies, 28(10),
13505–13540. https://doi.org/10.1007/s10639-023-11739-z
- Alkadi, R., & Abed, S. (2023). Consumer acceptance of fintech app payment services: A systematic literature review and future research agenda. Journal of Theoretical and Applied Electronic Commerce Research,
18(4), 1838–1860. https://doi.org/10.3390/jtaer18040093
- Alsobhi, H. A., Alakhtar, R. A., Ubaid, A., Hussain, O. K., & Hussain, F. K. (2023). Blockchain-based microcredentialing system in higher education institutions: Systematic literature review. Knowledge-
Based Systems, 265, 110238. https://doi.org/10.1016/J.KNOSYS.2022.110238
ARTIFICIAL INTELLIGENCE IN MICRO-CREDENTIALS FOR OPEN AND DISTANCE LEARNING: A TECHNOLOGICALLY ENHANCED SYSTEMATIC REVIEW
Year 2025,
Volume: 26 Issue: 3, 1 - 24, 01.07.2025
Siti Haslina Md Harizan
,
Mohamed Ally
Abstract
Micro-credentials are increasingly meeting the growing need for a flexible workforce and are particularly well suited to the open and distance learning (ODL) environment. While artificial intelligence (AI) is driving educational advancements, its integration into micro-credentials for ODL remains fragmented, hindering further growth. This research seeks to address this issue through a systematic review using specialised software to comprehensively analyse the relevant literature. Employing a hybrid approach that combines bibliometric and thematic analyses, this study examines 46 articles on AI’s role in micro-credentials within ODL contexts. This review identifies significant research gaps and offers suggestions for future directions in this emerging field. The findings provide valuable, updated insights with theoretical and practical implications. For industry practitioners, the review serves as a comprehensive resource, helping to bridge the gap between academic research and real-world applications. Ultimately, this study contributes to the existing body of knowledge and paves the way for further exploration of AI integration into micro-credentials in ODL, thus offering new opportunities for future research and development.
Ethical Statement
This research is fully done based on the systematic review approach using secondary data (research articles). No human ethical approval is required.
References
- Ahiadu, A., & Abidoye, R. (2023). Economic uncertainty and direct property performance: A systematic review using the SPAR-4-SLR protocol. Journal of Property Investment & Finance, 42(1), 89–111.
https://doi.org/10.1108/jpif-08-2023-0073
- Ahmat, N. H. C., Bashir, M. A. A., Razali, A. R., & Kasolang, S. (2021). Micro-credentials in higher education institutions: Challenges and opportunities. Asian Journal of University Education, 17(3),
281–290. https://doi.org/10.24191/ajue.v17i3.14505
- Ahsan, K., Akbar, S., Kam, B., & Abdulrahman, M. D. A. (2023). Implementation of micro-credentials in higher education: A systematic literature review. Education and Information Technologies, 28(10),
13505–13540. https://doi.org/10.1007/s10639-023-11739-z
- Alkadi, R., & Abed, S. (2023). Consumer acceptance of fintech app payment services: A systematic literature review and future research agenda. Journal of Theoretical and Applied Electronic Commerce Research,
18(4), 1838–1860. https://doi.org/10.3390/jtaer18040093
- Alsobhi, H. A., Alakhtar, R. A., Ubaid, A., Hussain, O. K., & Hussain, F. K. (2023). Blockchain-based microcredentialing system in higher education institutions: Systematic literature review. Knowledge-
Based Systems, 265, 110238. https://doi.org/10.1016/J.KNOSYS.2022.110238