Investigating influence of chatbot on student learning at one of the rural universities in South Africa
DOI:
https://doi.org/10.34142/2709-7986.2026.31.1.21Keywords:
artificial intelligence, chatbot-assisted learning, enhanced teaching and learning, learning pedagogy, rural university, technologyAbstract
Purpose. The purpose of this research is to examine the impact of chatbot technology on students’ learning at Walter Sisulu University (WSU), South Africa. As artificial intelligence becomes increasingly integrated into higher education, chatbots have emerged as potential tools to support learning, improve engagement, and offer real-time academic assistance.
Methodology. This study employed a mixed-methods approach, combining quantitative surveys distributed to undergraduate students with qualitative interviews conducted with both students and academic staff.
Results. The findings indicate that chatbots enhance students’ learning by providing immediate responses to academic queries, promoting self-directed learning, and improving access to learning materials. However, challenges such as inconsistent internet access, limited digital literacy, and low awareness of available chatbot tools were identified as barriers to effective use. The study also revealed a general willingness among students to adopt chatbot-assisted learning if better support and training were provided.
Conclusions. These results suggest that while chatbot technology holds promise for improving educational outcomes, successful implementation at WSU requires addressing infrastructural and support-related challenges. The findings provide valuable insights for university policymakers, educators, and developers aiming to optimize AI-driven tools for enhanced teaching and learning in under-resourced educational contexts.
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Ayanwale, M. A., & Ndlovu, M. (2024). Investigating factors of students’ behavioral intentions to adopt chatbot technologies in higher education: Perspective from expanded diffusion theory of innovation. Computers in Human Behavior Reports, 14, 100396. https://doi.org/10.1016/j.chbr.2024.100396
Chakraborty, C., Pal, S., Bhattacharya, M., Dash, S., & Lee, S.-S. (2023). Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science. Frontiers in Artificial Intelligence, 6, 1237704. https://doi.org/10.3389/frai.2023.1237704
Chetty, L., & Kepkey, B. (2023). Access to and effectiveness of support services for students in extended curriculum programmes at a South African university. Journal of Student Affairs in Africa, 11(2). https://doi.org/10.24085/jsaa.v11i2.4896
Cheung, G. W., Cooper-Thomas, H. D., Lau, R. S., & Wang, L. C. (2023). Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations. Asia Pacific Journal of Management, 41(2), 745–783. https://doi.org/10.1007/s10490-023-09871-y
Esan, D. O., & Masombuka, T. (2025). Impact assessment of digital learning tools in South African higher education. Journal of Information Systems and Informatics, 7(1), 224–249. https://doi.org/10.51519/journalisi.v7i1.999
Esan, O., & Esan, D. O. (2025). Student acceptance of WhatsApp social media for teaching and learning – case study of one of rural universities in South Africa. COMPETITIVE Journal of Education, 4(1), 1–14. https://doi.org/10.58355/competitive.v4i1.146
Ghavifekr, S., & Rosdy, W. A. W. (2015). Teaching and Learning with Technology: Effectiveness of ICT Integration in Schools. International Journal of Research in Education and Science, 1(2), 175–191. https://ijres.net/index.php/ijres/article/view/803
Gray, J. A., & DiLoreto, M. (2016). The Effects of Student Engagement, Student Satisfaction, and Perceived Learning in Online Learning Environments. NCPEA International Journal of Educational Leadership Preparation, 11(1). https://files.eric.ed.gov/fulltext/EJ1103654.pdf
Johnson, C., Gitay, R., Abdel-Salam, A.-S. G., BenSaid, A., Ismail, R., Al-Tameemi, R. A. N., Romanowski, M. H., Fakih, B. M. K. A., & Hazaa, K. A. (2022). Student support in higher education: campus service utilization, impact, and challenges. Heliyon, 8(12), e12559. https://doi.org/10.1016/j.heliyon.2022.e12559
Kaiss, W., Mansouri, K., & Poirier, F. (2023). Effectiveness of an adaptive learning chatbot on students’ learning outcomes based on learning styles. International Journal of Emerging Technologies in Learning (iJET), 18(13), 250–261. https://doi.org/10.3991/ijet.v18i13.39329
Kooli, C. (2023). Chatbots in Education and Research: A Critical Examination of ethical implications and solutions. Sustainability, 15(7), 5614. https://doi.org/10.3390/su15075614
Kuhail, M. A., Alturki, N., Alramlawi, S., & Alhejori, K. (2022). Interacting with educational chatbots: A systematic review. Education and Information Technologies, 28(1), 973–1018. https://doi.org/10.1007/s10639-022-11177-3
Laun, M., & Wolff, F. (2025). Chatbots in education: Hype or help? A meta-analysis. Learning and Individual Differences, 119, 102646. https://doi.org/10.1016/j.lindif.2025.102646
Malik, R. H., & Rizvi, A. A. (2018). Effect of Classroom Learning Environment on Students' Academic Achievement in Mathematics at Secondary Level. Bulletin of Education and Research, 40(2), 207–218. https://files.eric.ed.gov/fulltext/EJ1209817.pdf
Mathew, B. J., & Ibrahim, O. A. (2023). Effective advising: How does academic advising influence student learning outcomes in higher education institutions in Oman? Cogent Education, 10(1). https://doi.org/10.1080/2331186x.2023.2197663
Mhlanga, D. (2024). Digital transformation of education, the limitations and prospects of introducing the fourth industrial revolution asynchronous online learning in emerging markets. Discover Education, 3(32). https://doi.org/10.1007/s44217-024-00115-9
Michel-Villarreal, R., Vilalta-Perdomo, E., Salinas-Navarro, D. E., Thierry-Aguilera, R., & Gerardou, F. S. (2023). Challenges and opportunities of Generative AI for higher Education as explained by ChatGPT. Education Sciences, 13(9), 856. https://doi.org/10.3390/educsci13090856
Mvikweni, M., & Mthengi, T. (2025). Assessing the effectiveness of academic advising on student retention and graduation rates in South African universities. Journal of Education and Learning Technology, 6(8), 642–651. https://doi.org/10.38159/jelt.20256810
Naidoo, A. (2025). South African schools: A landscape of digital disparities in an era of ubiquitous technology. Educational Challenges, 30(2), 343–356. https://doi.org/10.34142/2709-7986.2025.30.2.25
Ndunagu, J. N., Ezeanya, C. U., Onuorah, B. O., Onyeakazi, J. C., & Ukwandu, E. (2025). A Chatbot Student Support System in Open and Distance Learning Institutions. Computers, 14(3), 96. https://doi.org/10.3390/computers14030096
Okonkwo, C. W., & Ade-Ibijola, A. (2021). Chatbots applications in education: A systematic review. Computers and Education Artificial Intelligence, 2, 100033. https://doi.org/10.1016/j.caeai.2021.100033
Oripova, M. (2022). The impact of intrusive college academic advising on high school students’ college degree attainment commitment levels: A quantitative quasi-experimental study. Social Sciences & Humanities Open, 6(1), 100315. https://doi.org/10.1016/j.ssaho.2022.100315
Patel, S., & Ragolane, M. (2024b). The implementation of artificial intelligence in South African higher education institutions: opportunities and challenges. Technium Education and Humanities, 9, 51–65. https://doi.org/10.47577/teh.v9i.11452
Polyportis, A., & Pahos, N. (2024). Understanding students’ adoption of the ChatGPT chatbot in higher education: the role of anthropomorphism, trust, design novelty and institutional policy. Behaviour and Information Technology, 44(2), 315–336. https://doi.org/10.1080/0144929x.2024.2317364
Priante, A., & Tsekouras, D. (2025). Integrating technology in physical classrooms: The impact of game-based response systems on student learning experience. Information & Management, 62(3), 104105. https://doi.org/10.1016/j.im.2025.104105
Schei, O. M., Møgelvang, A., & Ludvigsen, K. (2024b). Perceptions and Use of AI Chatbots among Students in Higher Education: A Scoping Review of Empirical Studies. Education Sciences, 14(8), 922. https://doi.org/10.3390/educsci14080922
Schober, P., Boer, C., & Schwarte, L. A. (2018). Correlation Coefficients: appropriate use and interpretation. Anesthesia & Analgesia, 126(5), 1763–1768. https://doi.org/10.1213/ane.0000000000002864
Seboe, L. T. (2023). A Qualitative Study on Academic Advising and Student Development in a Higher Education Institution in Liberia. Pan-African Journal of Education and Social Sciences, 4(1). https://journals.aua.ke/pajes/article/view/343
Soobramoney, J., & Govender, K. (2025). Work-integrated learning challenges of engineering diploma students at select South African universities of technology. Educational Challenges, 30(1), 7–25. https://doi.org/10.34142/2709-7986.2025.30.1.01
Suleiman, Y., Akanbi, I. M., Ibrahim, Y. O., & Emeruem, I. C. (2025). Stakeholders’ views on AI-Powered chatbots for enhancing student support services in Nigerian universities: A case study of Al-Hikmah University. Journal of Management Matters, 11(2), 41–63. https://doi.org/10.4038/jmm.v11i2.74
Tudor, V., Aggrawal, S. & Böhm, C. (2025). Enhancing Agile Project Management Education using AI via ChatGPT in Computer Science Undergraduate Courses. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 494–503). Association for the Advancement of Computing in Education (AACE). https://www.learntechlib.org/primary/p/226178/
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of Information Technology: toward a unified view1. MIS Quarterly, 27(3), 425–478. https://doi.org/10.2307/30036540
Williams, R. T. (2024). The ethical implications of using generative chatbots in higher education. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1331607
Yeti̇Şensoy, O., & Karaduman, H. (2024). The effect of AI-powered chatbots in social studies education. Education and Information Technologies, 29(13), 17035–17069. https://doi.org/10.1007/s10639-024-12485-6
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