Ethical AI Integration in African Higher Education: Enhancing Research Supervision, Grant Discovery, and Proposal Writing Without Compromising Academic Integrity
Abstract:
Purpose – This article investigates how artificial-intelligence (AI) tools can strengthen research supervision, grant discovery and proposal writing in African universities without eroding academic integrity.
Design/methodology/approach – A qualitative systematic review of 60 peer-reviewed and grey-literature sources (2020-2025) was conducted. Inclusion and exclusion decisions followed a PRISMA cascade; full-text evidence was coded inductively in NVivo to surface themes around efficacy, risk and governance.
Findings – AI applications consistently reduce supervisor feedback-cycle time by an estimated 45 % (median, n = 7 institutional case studies) and raise grant-award hit-rates from 12 % to 19 % when algorithmic match-makers filter calls. Yet these gains introduce plagiarism, data-provenance and authorship-blur risks that intensify where connectivity is weak or policy lagging. A three-year governance roadmap grounded in Ubuntu ethics and Diffusion-of-Innovation theory is proposed to convert efficiency into equitable quality.
Practical implications – Policy pilots in Year 1, faculty training in Year 2, and KPI-driven impact audits in Year 3 give administrators a phased strategy for safe AI scale-up. The matrix of affordances versus safeguards (Table 3) offers an immediate checklist for ethics committees. Originality/value – This is the first Africa-focused synthesis that marries PRISMA-guided evidence with Ubuntu-informed ethics to deliver an actionable, culturally consonant AI-governance model for higher education on the continent.
KeyWords:
ethical AI in education, African higher education policy, AI-driven research supervision, grant discovery algorithms, proposal-writing automation, academic integrity safeguards, Ubuntu ethics framework, Rwanda AI strategy
References:
- Abiero, D. (2024, August 22). Ethical AI development in Africa: Integrating cultural values and addressing global disparities. Strathmore University CIPIT. https://cipit.strathmore.edu/ethical-ai-development-in-africa-integrating-cultural-values-and-addressing-global-disparities/
- Adam, A., Thomas, E., & Chen, V. (2025, January 13). GPTZero 2025 benchmarks: How we detect ChatGPT o1. GPTZero. https://gptzero.me/news/gptzero-o1-benchmarking/
- African Leadership University. (2023, February 28). Fred Swaniker sheds light on corporate education’s response to artificial intelligence. https://www.alueducation.com/corporate-educations-response-to-artificial-intelligence/
- African Leadership University. (2024). Impact report 2023: Reimagining university learning. https://www.slideshare.net/slideshow/2023-alu-impact-report-showing-progress/271429588
- Cobo, C., Bertrand, M., & Munoz Najar, A. (2024). 100 student voices on AI and education (Education Working Paper No. 4). World Bank. https://thedocs.worldbank.org/en/doc/0c08ef70ff0e1d81997f116923c0e2c7-0140022025/related/EDU-WP-4-100-Student-Voices-on-AI-and-Education.pdf
- Detecting AI. (2025, April 11). The best AI content detectors in 2025. https://detecting-ai.com/blog/the-best-ai-content-detectors-in-2025/
- DigitalDefynd. (2025, April 11). Top 100 agentic AI facts & statistics [2025]. https://digitaldefynd.com/IQ/agentic-ai-statistics/
- Ferrara, K. (2024). Navigating algorithm bias in AI: Ensuring fairness and trust in Africa. Frontiers in Research Metrics and Analytics, 8, 114-126. https://doi.org/10.3389/frma.2024.1486600
- ICTworks. (2024). How generative AI will revolutionize your proposal writing with Grant Assistant. https://www.ictworks.org/how-generative-ai-will-revolutionize-your-proposal-writing-with-grant-assistant/
- JarvisLabs. (2025, April 2). NVIDIA H100 price guide 2025: Detailed costs, comparisons, and cloud-rental rates. https://docs.jarvislabs.ai/blog/h100-price
- Letseka, M. (2012). In defence of Ubuntu. Studies in Philosophy and Education, 31(1), 47–60. https://doi.org/10.1007/s11217-011-9267-2
- Ministry of ICT & Innovation [MINICT]. (2023). National Artificial Intelligence Policy for the Republic of Rwanda. Ministry of ICT & Innovation. https://rura.rw/fileadmin/Documents/ICT/Laws/Rwanda_national_Artificial_intelligence_Policy.pdf?
- Moyo, T., & Kim, J. J. (2024). AI-augmented grant-matching: Early evidence from a South African R1 university. Journal of Research Management, 29(2), 55-67.
- Olojede, H. T., & Olakulehin, F. K. (2024). Africa dreams of artificial intelligence: A critical analysis of its limits in open and distance learning. Journal of Ethics in Higher Education, 5, 159–181. https://doi.org/10.26034/fr.jehe.2024.6869
- Okoth, M. O. (2025, February 4). Use of AI in research and postgraduate supervision: Balancing efficiency and academic integrity. Scholar Media Africa. https://scholarmedia.africa/education/higher-ed-bar/use-of-ai-in-research-and-postgraduate-supervision-balancing-efficiency-and-academic-integrity/
- Ozmen, Y. (2024). Advanced AI tools transforming grant research and proposal planning: Part I. Science Education and Investment Consultancy. Retrieved from https://www.researchgate.net/publication/383873352
- Patel, S., & Ragolane, M. (2024). The implementation of artificial intelligence in South African higher-education institutions: Opportunities and challenges. Technium Education and Humanities, 9, 51–65. https://techniumscience.com/index.php/education/article/view/11452/4368
- Research & Innovation at Cornell University. (2023). Generative AI in academic research: Perspectives and cultural norms. https://research-and-innovation.cornell.edu/generative-ai-in-academic-research/
- Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press. https://archive.org/details/diffusionofinnov00roge
- Sangwa, S., & Mutabazi, P. (2025). Artificial intelligence and Rwanda’s economic transformation: A strategic policy review of sectoral readiness, challenges, and opportunities. Journal of Ethical Innovation and Impact, 1(2), 1–16. https://zenodo.org/records/15459202
- Sapling.ai. (2025). AI content detector benchmark FAQ. https://sapling.ai/ai-content-detector
- Sebihi, A., Schoelen, L., & Uwamwezi, B. (2025). Unveiling AI’s impact in Rwandan higher education: Navigating trends, challenges, and imperatives at the University of Rwanda. Discover Education, 4, 166. https://doi.org/10.1007/s44217-025-00576-6
- Turner, M. (2016, October 24). HPC pricing - utilizing the cloud. Zenotech Ltd. https://zenotech.com/news/hpc-pricing-utilizing-the-cloud/
- UNCTAD. (2025). Technology and innovation report 2025: Frontier-technology governance. United Nations Conference on Trade and Development. https://unctad.org/system/files/official-document/tir2025ch4_en.pdf?
- World Bank & Knowledge Consulting Ltd. (2021). Feasibility study to connect all African higher education institutions to high-speed internet (Report No. 163599).https://documents1.worldbank.org/curated/en/320071626434508906/pdf/Feasibility-Study-to-Connect-all-African-Higher-Education-Institutions-to-High-Speed-Internet.pdf