Consequences of Artificial Intelligence on Teaching and Learning in Higher Education in Kenya: Literature Review

  • Annerose Wanjiku Wang’ang’a, PhD St. Paul’s University
Keywords: Artificial Intelligence, Global Impact, Ethics, Learning, Higher Education
Share Article:

Abstract

This article investigates the global impact of Artificial Intelligence (AI) on higher education, focusing on Kenya. Examining published studies, the prevalence of AI in higher education was found to be highest in Asia (41%), compared to 1% in South America and 2% in Africa. A 2023 global student survey revealed that Generative AI was most popular in Kenya, with a usage rate of 63%. Moreover, a study among students aware of AI content detectors in their institutions indicated a significant reduction in the use of AI-generated content, affirming the deterrent effect of such detectors. The future of higher education is poised for a revolution with AI, particularly in individualized learning. Algorithms will assess academic scores, passions, and preferred learning strategies to tailor personalized education paths, adapting and evolving with the learner. AI technologies have enhanced inclusivity in education, benefiting learners with various impairments. Despite the transformative potential, challenges emerge, including the potential impact on careers requiring specific skills and ethical concerns. The absence of protocols and policies addressing ethical matters in AI learning, such as information accuracy, control, and learner privacy, underscores the need for ethical frameworks. Notably, the article underlines that AI cannot replace human teachers, who bring unique qualities like critical thinking, creativity, and emotional understanding to the educational process. The review shows minimal studies have been conducted on AI in Kenya’s higher Education. The article recommends that institutions of higher learning should employ AI detectors to mitigate cheating

Downloads

Download data is not yet available.

References

Ade-Ibijola, A., Okonkwo, C. (2023). Artificial Intelligence in Africa: Emerging Challenges. In: Eke, D.O., Wakunuma, K., Akintoye, S. (eds) Responsible AI in Africa. Social and Cultural Studies of Robots and AI. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-031-08215-3_5

Akello, J. (2022). Policy Brief Artificial Intelligence in Kenya, Paradigm Publishers: Nairobi, Kenya

Allebee, A. (2017).Equadex, Microsoft cognitive services. Retrieved from https://customers.microsoft.com/en-us/story/equadex-partner-professional-services-cognitive-services

Betz, S. (2023).7 types of Artificial Intelligence: From Chatbots to super robots,heres the types of AI to know and where the tech’s headed next. Retrieved from builtin.com/artificial-intelligence.

Biswal, A. (2023).7 types of Artificial Intelligence that you should know in 2024.

Bowman, J. (2023). How Artificial Intelligence is Used in Education.

Brad Rose Consulting. (2019). Robots Grade Your Essays and Read Your Resumes Retrieved from https://bradroseconsulting.com/robots grade-your-essays-and-read-your-resumes/

Buchanan, C. (2023). Prevalence of AI generated Content in Education.

Carnegie Mellon University. (2023). Ethics & Artificial Intelligence Department, Dietrich College of Humanities and Social Sciences. Carnegie Mellon University. Retrieved from: https://www.cmu.edu/dietrich/philosophy/research/areas/ethics-value-theory/ethics-ai.html.

Chatterjee, S., and Bhattacharjee, K.K., (2020). Adoption of artificial intelligence in higher education: A quantitative analysis using structural equation modelling. Education and Information Technologies 25, 3443–3463.

Chin, R. T. (2018). Education in the Artificial Intelligence Era - QS WOWNEWS. https://qswownews.com/education-in-the-artificial-intelligence-era

Crompton, H., Burke, D. (2023). Artificial intelligence in higher education: the state of the field. International Journal of Education Technology Higher Education, Volume 20, 22. https://doi.org/10.1186/s41239-023-00392-8

Diplofoundation (2021). Artificial Intelligence in Africa: National Strategies and Initiatives. Retrieved from https://www.diplomacy.edu/ on 6/1/2024.

Dizikes, P. (2020). How many jobs do robots really replace? | MIT News | Massachusetts Institute of Technology. https://news.mit.edu/2020/how-many-jobs-robots-replace-0504

Drabwell, C. (2018). Ethics in Artificial Intelligence in Education: Who Cares? – OU News. https://ounews.co/education-languages-health/ethics-in-artificial-intelligence-ineducation-who-cares/#

Drigas, A.S., and Ioannidou, R.E. (2012) “Artificial intelligence in special education: A decade review,” International Journal of Engineering Education, vol. 28, no. 6, pp. 1366–1372.

Eaton Business School(2023).AI in Education:The Advantages and Disadvantages.

Farrelly,T.and Baker,N.,(2023)Generative Artificial Intelligence:Implications and Considerations for Higher Education for Higher EducationPractice Educ.Sci13,1109.https://doi.org/10.3390/edusci13/11109.

Felix,C.V.(2020).The Role of the Teacher and AI in Education.Emerald Publishing Limited

Fomunyam,K.G.(2020).Theorising Machine Learning as a Learning Pathway for Higher Education in Africa.International Journalof Education and Practice ,Volume 8,No.2 pp268-277.

Frey, C. B., & Osborne, M. A. (2013). The Future of Employment How susceptible are jobs to computerisation? | Publications | Oxford Martin School. 37–38. https://doi.org/10.1016/j.techfore.2016.08.019

Garg,S.and Sharma,S.(2020).Impact of Artificial Intelligence in Special Need Education to Promote Inclusive Pedagogy.International Journal of Information and Education Technology,Volume 10,No.7.

Han,X.,Ho,L.,Han,D.,Peng,Y.,Wang,Y.,Yan,C.,Wang,Z.(2022).Research on theApplication of Artificial Intelligence in Special Education.International Conferenceon Social Science,Education and Managemwnt.

Hanawald,S.(2023).Why Teacher Intelligence Will Always Matter More than Artificial Intelligence.

Holmes, W. (2018). The ethics of artificial intelligence in education: University Business. https://universitybusiness.co.uk/Article/the-ethics-of-artificial-intelligence-in-education-who-care

Ibrahim, K., (2023). Using AI-based detectors to control AI-assisted plagiarism in ESL writing: “The Terminator Versus the Machines”. Lang Test Asia 13, 46. https://doi.org/10.1186/s40468-023-00260-2

Itsquiz(2016). AI in special education. Retrieved from https://medium.com/@itsquiz15/artificial-intelligence-in-special-education-dab27649b9b6 on 7/1/2024.

Jarrahi,M.H.(2018).Artificial Intelligence and the Future of Work:Human-AI Symbiosis in Organizational Decision Making.Research Gate Business Horizons,Volume 61,Issue,4.Doi:10.1016/j.bushur.2018.03.007.

Kezana(2023).Navigating the AI Revolution:Implications for Higher Education.

Kim,Y.D.,Hong,J.W.,Kang,W.S., Baek,S.S.,Lee,H.S. and An,J.(2010) “Design of robot assisted observation system for therapy and education of children with autism,” in Proc. ICSR 2010

Kolchenko V. (2018). Can Modern AI replace teachers? Not so fast! Artificial Intelligence and Adaptive Learning: Personalized Education in the AI age. HAPS Educator 22 (3): 249-252. doi: 10.21692/haps.2018.032.

Lee,C.(2023).AI Plagairism Changers:How Academic Leaders can Prepare Institutions.Retrieved from https://www.turnitin.com/palers/academic-integrity-in -the-age-of-ai-updating-your-academic-integrity-policy.

Ma, Y. & Siau, K.L. (2018). Artificial Intelligence Impacts on Higher Education. Proceedings of the Thirteenth Midwest Association for Information Systems Conference, May 17-18(September), 1–6.

Mahana, M., Johns, M., & Apte, A. (2012). Automated Essay Grading Using Machine Learning. Machine Learning Session Stanford University, 3–7.

Manyukwe,C.,(2023).40% of Students Have Used AI in their Studies-Survey.Retrieved from www.universityworld news.com/post on 7/1/2024.

Marangu,N.(2023).Why AI in Education is Inevitable and What Sector Players Must Prepare For.Retrieved from https://nation.africa/kenya.

Marr,B.(2021).What’s the Impact of Artificial Intelligence and Technology on Society.Bernard Marr and Co.Retrieved from bernardmarr.comon 7/1/2024

McNeil,S. (2018). AI technology assisting deaf students.Retrieved from https://educationblog.microsoft.com/2018/04/ai-technology-assisting-deaf-students/

Mellul, C. (2018). Emerging techniques in higher education and the workplace: An assessment.

Oblinger, D.G. (2018). What will AI and robotics mean for higher education? - eCampus News. https://www.ecampusnews.com/2018/08/02/what-will-ai-and-robotics-mean-for-higher-education/

Odora Hoppers, C. A. (2013). Higher education in Sub-Saharan Africa: The past, the present and the future. Paper presented at the Keynote Address at Ljubljana Conference on Higher Education Reform, 24th October, 2013.

Pavlik,J.V.(2023).Collaborating with ChatGPT:Considering the Implications of Generative Artificial Intelligence for Journalism and Media Education ,Volume 78,Issue 1.https://doi.org10.1177/10776958221149577

Popenici, S. A. D., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(22), 1–13. https://doi.org/10.1186/s41039-017-0062-8

Prentzas,J. (2013). AI methods in early childhood education. Retrieved from https://www.researchgate.net/publication/287644942_Artificial_Intelligence_Methods_in_Early_Childhood_Education on 7/1/2024.

PRISMA Statement. (2021). PRISMA endorsers. PRISMA statement website. http://www.prisma-statement.org/Endorsement/PRISMAEndorsers

Puntillo,P.(2023).How AI is Used in Education and 10 ways you can too.Retrieved from www.classpoint.10/blog/10-ways-you-too-can-too.

Roach,J. (2018). AI technology helps students who are deaf learn. Retrieved from https://blogs.microsoft.com/ai/ai-powered-captioning/

Schiff,D.(2020).Out of the Laboratory and into the Classroom:The Future of Artificial Intelligencein Education:AI and Society,Volume 36,pp31-348.https://doi.org/10.1007/500/46-020-01033-8.

Schiller International University(2023).The Impact of Artificial Intelligence on Higher Education:How it is TransformingLearning.Retrieved from www.schillerinternationaluniversity.com

Sharawy, F. S. (2023). The Use of Artificial Intelligence in Higher Education: A Study on Faculty Perspectives in Universities in Egypt [Master's Thesis, the American University in Cairo]. AUC Knowledge Fountain. https://fount.aucegypt.edu/etds/2095

Sharma, N.(2023).Five Ways AI Will Impact Higher Education in 2023 and Beyond.

Slimi, Z. and Carballido, B. V.(2023).Navigating the Ethical Challenges of Artificial Intelligence in Higher Education: An analysis of Seven Global AI Ethics Policies TEM Journal,Volume 12,Number 2 pp 590-602.

Slimi, Z.(2023).The Impact of Artificial Intelligence on Higher Education :An Empirical Study. European Journal of Educational Sciences, Volume 10,No.1

Taneri, G. (2020). Research & Occasional Paper Series : CSHE. 6 2020 artificial Intelligence & higher education : Towards Customised Teaching and Learning , and Skills for an AI World of the Work University of California - Berkeley How the AI World is Evolving.

Tchaikovsky, A. (2018). [PDF] DOWNLOAD Children of Time BY - Adrian Tchaikovsky Full ePub. Pan Macmillan. https://www.slideshare.net/Philgu776h/pdf-download-children-of-time

Timms, M.J. (2016). Letting Artificial Intelligence in Education Out of the Box: Educational Cobots and Smart Classrooms. International Journal of Artificial Intelligence Education, Volume 26,pp701-712.https://doi.org/10.1007/540593-016-0095-y.

Tuomi, I., Cabrera, G., Marcelino, V., Riina, Y., & Punie. (2018). The Impact of Artificial Intelligence on Learning, Teaching, and Education. https://doi.org/10.2760/12297

Wafula,S.B.(2023).The Impact of Artificial Intelligence on Education in Kenya:Benefits,Risks and Poilcy Implications.

Wang, W. & Siau, K. (2017). Impact of Artificial Intelligence , Robotics , Machine Learning, and Automation on the Medical Field. August 4–6. https://www.researchgate.net/profile/Keng_Siau/publication/318913468_Impact_of_Artificial_Intelligence_Robotics_Machine_Learning_and_Automation_on_the_Medical_Field/links/5984ef56458515605844f070/Impact-of-Artificial-Intelligence-Robotics-MachineLea

Yamin,A.(2023).Artificial Intelligence (AI)Copyleaks:Future of Higher Education .Retrieved from https://www.fiercetelecom.com/keyword-future-higher-education on 6/1/2024.

Yonda Consulting (2023).2023 Global Student Survey. Retrieved from yondaconsulting.com on 6/1/2024.

Yousif, J. H. (2011). Artificial intelligence in e-learning-pedagogical and cognitive aspects. Proceedings of the World Congress on Engineering, 1, 997–1002.

Yusuf, M. (2023).AI Poses New Threat to Integrity of Kenyan University Students’Work.Retrieved from www.voanews.com/a/ai-poses-new-threat-to-integrity-of-kenyan-university-students’-work.

Zeng, F.G.(2017)“A new landscape for hearing aids,” The Hearing Journal, vol. 70, issue 12, p. 6.

Published
13 February, 2024
How to Cite
Wang’ang’a, A. (2024). Consequences of Artificial Intelligence on Teaching and Learning in Higher Education in Kenya: Literature Review. East African Journal of Education Studies, 7(1), 202-215. https://doi.org/10.37284/eajes.7.1.1718