THE EFFECTS OF AI LITERACY AND USE ON STUDENTS' PERCEPTIONS OF ACADEMIC PERFORMANCE IN THE MALDIVES
Year 2024,
Volume: 19 Issue: 2, 163 - 178
Dheeba Moosa
,
Veysel Bozkurt
,
Aishath Reesha
Aishath Shina
Abstract
This study investigates the influence of AI literacy and usage on students' perceptions of academic performance within the Maldivian higher education context. Data collected from 261 university students reveal moderate levels of AI literacy, with a mean score of 3.63/5.00, and highlight frequent usage for tasks such as language support (60%) and personal development (59%). While students acknowledge AI's role in enhancing learning efficiency (73%) and subject comprehension (68%), they express lower confidence in its contribution to problem-solving skills (50%). Regression analysis indicates significant positive effects of AI literacy (β = .318, p < .001) and frequency of AI use (β = .491, p < .001) on perceived academic performance. The study also identifies gaps between awareness and practical application, emphasizing the need for targeted educational interventions. Recommendations include implementing comprehensive AI literacy programs, integrating AI-focused curricula, and establishing support systems to maximize the benefits of AI in academic environments. These findings underscore the transformative potential of AI in education and its implications for fostering enhanced academic outcomes.
References
- Akgun, S., Greenhow, C. Artificial intelligence in education: Addressing ethical challenges in K-12 settings. AI Ethics 2, 431–440 (2022). https://doi.org/10.1007/s43681-021-00096-7.
- Chai, C. S., Koh, J. H. L., & Tsai, C. C. (2020). Students’ AI literacy, subjective norms, and anxiety: A study based on the theory of planned behavior. Computers & Education, 148, 103-118.
- Chubb, J., Watermeyer, R., & Wakeling, P. (2021). The use of AI in the research process: Enhancing problem-solving skills and research efficiency. Research Policy, 50(7), 104-118.
- Fadel, C., Holmes, W., & Bialik, M. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Centre for Curriculum Redesign.
- Hasan, M. H., Mansoor, A., Bawazir, M., Mustafa, A., Alsabri, A., Ahmed, O., Alharbi, A., & Hamed, A. (2024). AI integration in contemporary education and society. Educational Technology Research and Development, 72(1), 45-67.
- Kashive, N., Khanna, V., & Bhattacharya, S. (2020). User perceptions of AI-enabled e-learning: Impact on perceived efficiency. International Journal of Educational Technology in Higher Education, 17(1), 1-15.
- Kim, S., Lee, J., & Lee, H. (2021). Integrating AI literacy into elementary school curriculums: Implications for academic performance. Journal of Educational Computing Research, 59(3), 567-589.
- Kit Ng, W., & Chai, C. S. (2021). Enhancing AI literacy: Understanding, using, evaluating, and ethical considerations. Journal of Educational Technology & Society, 24(2), 123-135.
- Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. https://doi.org/10.1177/001316447003000308.
- Leander, K. M., & Burriss, K. G. (2020). The impact of AI and computational tools on literacy practices and identity. Journal of Literacy Research, 52(4), 467-485.
- Long, D., & Magerko, B. (2020). AI literacy: Understanding artificial intelligence and its impact on education. Computers & Education, 146, 103-118.
- Mallillin, L. L.D. (2024). Artificial Intelligence (AI) Towards Students’ Academic Performance.[online] ResearchGate.
- Maldives Bureau of Statistics (2022). Statistical Yearbook of Maldives 2022.
- https://statisticsmaldives.gov.mv/yearbook/2022/wp-content/uploads/sites/9/2023/03/7.26.pdf
- Maldives Ministry of Education. (2021). Digital literacy initiatives in the Maldives. Ministry of Education Report.
- Ministry of Higher Education. (2023). Higher Education Statistics Booklet [Brochure].
- Ng, D. T. K., Su, J., Leung, J. K. L., & Chu, S. K. W. (2023). Artificial intelligence (AI) literacy education in secondary schools: a review. Interactive Learning Environments, 1-21.
- Otero, V., & Seifan, M. (2023). The effects of AI literacy in K-12 education: A comprehensive survey. Journal of Educational Research, 116(2), 234-256.
- Popenici, S. A. D., & Kerr, S. (2017). Exploring the implications of AI integration in universities. Journal of Higher Education Policy and Management, 39(5), 512-528.
- Sari, H. E., Tumanggor, B., & Efron, D. (2024). Improving Educational Outcomes Through Adaptive Learning Systems using AI. International Transactions on Artificial Intelligence, 3(1), 21-31.
- Seifan M, Lal N, Berenjian A. Effect of undergraduate research on students’ learning and engagement. International Journal of Mechanical Engineering Education. 2022;50(2):326-348. doi:10.1177/0306419021988962
- Selwyn, N. (2019). Should robots replace teachers? AI and the future of education. Polity Press.
- Shareef, A., & Shoughee, A. (2020). The evolution of higher education in the Maldives. Journal of Educational Development, 41(3), 345-360.
- Singh, E., Vasishta, P. and Singla, A. (2024), "AI-enhanced education: exploring the impact of AI literacy on generation Z’s academic performance in Northern India", Quality Assurance in Education, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/QAE-02-2024-0037
- UNESCO. (2020). Challenges and opportunities in integrating AI in education in the Maldives. UNESCO Report.
- Verge AI. (2024). The impact of AI on student learning: A critical analysis. Verge AI Journal.
- Wang, B., Rau, P. L. P., & Yuan, T. (2023). Measuring user competence in using artificial intelligence: validity and reliability of artificial intelligence literacy scale. Behaviour & information technology, 42(9), 1324-1337.
- Ward, B., Bhati, D., Neha, F., & Guercio, A. (2024). Analyzing the impact of AI tools on student study habits and academic performance. arXiv.
- Zhang, Z. (2024). Research on the impact of artificial intelligence on college students’ learning. Computer Life, 12(3), 23-25. https://doi.org/10.54097/0mwt0e03.
THE EFFECTS OF AI LITERACY AND USE ON STUDENTS' PERCEPTIONS OF ACADEMIC PERFORMANCE IN THE MALDIVES
Year 2024,
Volume: 19 Issue: 2, 163 - 178
Dheeba Moosa
,
Veysel Bozkurt
,
Aishath Reesha
Aishath Shina
Abstract
This study investigates the influence of AI literacy and usage on students' perceptions of academic performance within the Maldivian higher education context. Data collected from 261 university students reveal moderate levels of AI literacy, with a mean score of 3.63/5.00, and highlight frequent usage for tasks such as language support (60%) and personal development (59%). While students acknowledge AI's role in enhancing learning efficiency (73%) and subject comprehension (68%), they express lower confidence in its contribution to problem-solving skills (50%). Regression analysis indicates significant positive effects of AI literacy (β = .318, p < .001) and frequency of AI use (β = .491, p < .001) on perceived academic performance. The study also identifies gaps between awareness and practical application, emphasizing the need for targeted educational interventions. Recommendations include implementing comprehensive AI literacy programs, integrating AI-focused curricula, and establishing support systems to maximize the benefits of AI in academic environments. These findings underscore the transformative potential of AI in education and its implications for fostering enhanced academic outcomes.
Ethical Statement
This study adhered to strict ethical guidelines, ensuring informed consent, confidentiality, and voluntary participation. Procedures were designed to avoid harm, and data integrity was maintained. Ethical approval was obtained from the IUM Ethics Committee, and the research was conducted with cultural sensitivity to the Maldives. These measures ensured the study's ethical standards and respect for participants.
Supporting Institution
Islamic University of Maldives
Thanks
We would like to acknowledge the support by Professor Veysel Bozkurt through out this project.
References
- Akgun, S., Greenhow, C. Artificial intelligence in education: Addressing ethical challenges in K-12 settings. AI Ethics 2, 431–440 (2022). https://doi.org/10.1007/s43681-021-00096-7.
- Chai, C. S., Koh, J. H. L., & Tsai, C. C. (2020). Students’ AI literacy, subjective norms, and anxiety: A study based on the theory of planned behavior. Computers & Education, 148, 103-118.
- Chubb, J., Watermeyer, R., & Wakeling, P. (2021). The use of AI in the research process: Enhancing problem-solving skills and research efficiency. Research Policy, 50(7), 104-118.
- Fadel, C., Holmes, W., & Bialik, M. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Centre for Curriculum Redesign.
- Hasan, M. H., Mansoor, A., Bawazir, M., Mustafa, A., Alsabri, A., Ahmed, O., Alharbi, A., & Hamed, A. (2024). AI integration in contemporary education and society. Educational Technology Research and Development, 72(1), 45-67.
- Kashive, N., Khanna, V., & Bhattacharya, S. (2020). User perceptions of AI-enabled e-learning: Impact on perceived efficiency. International Journal of Educational Technology in Higher Education, 17(1), 1-15.
- Kim, S., Lee, J., & Lee, H. (2021). Integrating AI literacy into elementary school curriculums: Implications for academic performance. Journal of Educational Computing Research, 59(3), 567-589.
- Kit Ng, W., & Chai, C. S. (2021). Enhancing AI literacy: Understanding, using, evaluating, and ethical considerations. Journal of Educational Technology & Society, 24(2), 123-135.
- Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. https://doi.org/10.1177/001316447003000308.
- Leander, K. M., & Burriss, K. G. (2020). The impact of AI and computational tools on literacy practices and identity. Journal of Literacy Research, 52(4), 467-485.
- Long, D., & Magerko, B. (2020). AI literacy: Understanding artificial intelligence and its impact on education. Computers & Education, 146, 103-118.
- Mallillin, L. L.D. (2024). Artificial Intelligence (AI) Towards Students’ Academic Performance.[online] ResearchGate.
- Maldives Bureau of Statistics (2022). Statistical Yearbook of Maldives 2022.
- https://statisticsmaldives.gov.mv/yearbook/2022/wp-content/uploads/sites/9/2023/03/7.26.pdf
- Maldives Ministry of Education. (2021). Digital literacy initiatives in the Maldives. Ministry of Education Report.
- Ministry of Higher Education. (2023). Higher Education Statistics Booklet [Brochure].
- Ng, D. T. K., Su, J., Leung, J. K. L., & Chu, S. K. W. (2023). Artificial intelligence (AI) literacy education in secondary schools: a review. Interactive Learning Environments, 1-21.
- Otero, V., & Seifan, M. (2023). The effects of AI literacy in K-12 education: A comprehensive survey. Journal of Educational Research, 116(2), 234-256.
- Popenici, S. A. D., & Kerr, S. (2017). Exploring the implications of AI integration in universities. Journal of Higher Education Policy and Management, 39(5), 512-528.
- Sari, H. E., Tumanggor, B., & Efron, D. (2024). Improving Educational Outcomes Through Adaptive Learning Systems using AI. International Transactions on Artificial Intelligence, 3(1), 21-31.
- Seifan M, Lal N, Berenjian A. Effect of undergraduate research on students’ learning and engagement. International Journal of Mechanical Engineering Education. 2022;50(2):326-348. doi:10.1177/0306419021988962
- Selwyn, N. (2019). Should robots replace teachers? AI and the future of education. Polity Press.
- Shareef, A., & Shoughee, A. (2020). The evolution of higher education in the Maldives. Journal of Educational Development, 41(3), 345-360.
- Singh, E., Vasishta, P. and Singla, A. (2024), "AI-enhanced education: exploring the impact of AI literacy on generation Z’s academic performance in Northern India", Quality Assurance in Education, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/QAE-02-2024-0037
- UNESCO. (2020). Challenges and opportunities in integrating AI in education in the Maldives. UNESCO Report.
- Verge AI. (2024). The impact of AI on student learning: A critical analysis. Verge AI Journal.
- Wang, B., Rau, P. L. P., & Yuan, T. (2023). Measuring user competence in using artificial intelligence: validity and reliability of artificial intelligence literacy scale. Behaviour & information technology, 42(9), 1324-1337.
- Ward, B., Bhati, D., Neha, F., & Guercio, A. (2024). Analyzing the impact of AI tools on student study habits and academic performance. arXiv.
- Zhang, Z. (2024). Research on the impact of artificial intelligence on college students’ learning. Computer Life, 12(3), 23-25. https://doi.org/10.54097/0mwt0e03.