
AI-Driven Leadership in Educational Policy: A Systematic Literature Review
Issue: Vol.6 No.6 Article 21 pp.933 – 944
DOI: https://doi.org/10.38159/ehass.20256621 | Published online 23rd May, 2025
© 2025 The Author(s). This is an open access article under the CCBY license (http://creativecommons.org/licenses/by/4.0/).
This article reviewed Langeveldt’s 2024 framework for educational policy. It highlights the role of Artificial Intelligence (AI) in making data-driven decisions easier. Policymakers can use AI to improve resources, curriculum, and policy choices. The paper analysed AI’s ability to sift through large data sets, spot trends, and predict outcomes. It also discussed challenges such as data privacy, bias, and unexpected effects. The study was based on theories such as constructivism and ethical AI. It aims to understand AI’s role in education. It shows examples in which AI has improved student performance and resource use. The research method included a review of existing studies on AI in education. It also offered solutions for schools facing resource constraints. The article ended with a call for AI-driven policies that are effective, fair, and adaptable. It found that AI can indeed improve policies by providing clearer insights and predictions. Finally, it suggests future research to explore AI’s evolving impact on education.
Keywords: AI, Educational Policy, Data-Driven Decision Making, Curriculum Development, Ethical AI
Akavova, Aida, Zarema Temirkhanova, and Zarina Lorsanova. “Adaptive Learning and Artificial Intelligence in the Educational Space.” E3S Web of Conferences 451 (November 20, 2023): 06011. https://doi.org/10.1051/e3sconf/202345106011.
Barnes, Emily, and James Hutson. “Navigating the Ethical Terrain of AI in Higher Education: Strategies for Mitigating Bias and Promoting Fairness.” Forum for Education Studies 2, no. 2 (June 21, 2024): 1229. https://doi.org/10.59400/fes.v2i2.1229.
Cahyanto, Iman. “Privacy Challenges in Using Wearable Technology in Education Literature Review.” Formosa Journal of Applied Sciences 2, no. 6 (June 10, 2023): 909–28. https://doi.org/10.55927/fjas.v2i6.4272.
Chima, Abimbola Eden, Nneamaka Chisom Onyebuchi, and Sulaimon Adeniyi Idowu. “Integrating AI in Education: Opportunities, Challenges, and Ethical Considerations.” Magna Scientia Advanced Research and Reviews 10, no. 2 (March 30, 2024): 006–013. https://doi.org/10.30574/msarr.2024.10.2.0039.
Chinta, Sribala Vidyadhari, Zichong Wang, Zhipeng Yin, Nhat Hoang, Matthew Gonzalez, Tai Le Quy, and Wenbin Zhang. “FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications.” ArXiv Preprint ArXiv:2407.18745, 2024.
Elabied, Nashwa. “Collaborative Leadership With AI: New Paradigms in University Administration.” International Research Journal Of Engineering & Applied Sciences 12, no. 3 (July 2024): 01–06. https://doi.org/10.55083/irjeas.2024.v12i03001.
Elam, Khanssa Mohammed. “Exploring the Challenges and Future Directions of Big Data and AI in Education.” Journal of Artificial Intelligence General Science (JAIGS) ISSN:3006-4023 1, no. 1 (June 18, 2024): 81–93. https://doi.org/10.60087/jaigs.v1i1.173.
Halomoan, Halomoan, Muhammad Hakiki, M. Agphin Ramadhan, Yayuk Hidayah, Jamal Fakhri, S. Nailul Muna Aljamaliah, and Mustofa Abi Hamid. “Integrating Principal Leadership and Teacher Roles with AI-Based ‘Merdeka’ Curriculum Innovation: The Quantitative Research.” TEM Journal, November 27, 2024, 3397–3404. https://doi.org/10.18421/TEM134-73.
Igbokwe, Innocent C. “Artificial Intelligence in Educational Leadership: Risks and Responsibilities.” European Journal of Arts, Humanities and Social Sciences 1, no. 6 (November 1, 2024): 3–10. https://doi.org/10.59324/ejahss.2024.1(6).01.
Jacques, Paul H., Hollye K. Moss, and John Garger. “A Synthesis of AI in Higher Education: Shaping the Future.” Journal of Behavioral and Applied Management 24, no. 2 (July 31, 2024). https://doi.org/10.21818/001c.122146.
Kumar, Pradeep, Deepak Kumar Singh, Monu Sharm, and Pamil Arora. “Advancing Education and Cultural Heritage Through Innovative AI Techniques: A Bibliometric Analysis.” In 2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0 (IDICAIEI), 1–6. IEEE, 2023. https://doi.org/10.1109/IDICAIEI58380.2023.10406977.
Kumar, R., and M. Patel. “Breaking Barriers: Women’s Leadership and Education in Developing Countries.” Journal of Global Gender Studies 14, no. 2 (2022): 105–20.
Langeveldt, Dean Collin. “AI-Driven Leadership: A Conceptual Framework for Educational Decision-Making in the AI Era.” E-Journal of Humanities, Arts and Social Sciences, August 30, 2024, 1582–95. https://doi.org/10.38159/ehass.20245812.
Langeveldt, Dean Collin, and Doniwen Pietersen. “Decolonising AI: A Critical Approach to Education and Social Justice.” Interdisciplinary Journal of Education Research 6, no. s1 (2024): 1–9.
Mahajan, Ritika, Weng Marc Lim, Monica Sareen, Satish Kumar, and Rajat Panwar. “Stakeholder Theory.” Journal of Business Research 166 (2023): 114104.
Mihai Leta, Florina, and Diane Paula Corina Vancea. “Ethics in Education: Exploring the Ethical Implications of Artificial Intelligence Implementation.” Ovidius University Annals. Economic Sciences Series 23, no. 1 (August 31, 2023): 413–21. https://doi.org/10.61801/OUAESS.2023.1.54.
Munn, Zachary, Micah D. J. Peters, Cindy Stern, Catalin Tufanaru, Alexa McArthur, and Edoardo Aromataris. “Systematic Review or Scoping Review? Guidance for Authors When Choosing between a Systematic or Scoping Review Approach.” BMC Medical Research Methodology 18, no. 1 (December 19, 2018): 143. https://doi.org/10.1186/s12874-018-0611-x.
Ou, Shiyun. “Transforming Education: The Evolving Role of Artificial Intelligence in The Students Academic Performance.” International Journal of Education and Humanities 13, no. 2 (April 3, 2024): 163–73. https://doi.org/10.54097/cc1x7r95.
Petticrew, Mark, and Helen Roberts. Systematic Reviews in the Social Sciences. Wiley, 2006. https://doi.org/10.1002/9780470754887.
Pietersen, Doniwen, Dean Collin Langeveldt, and A. Van Wyk. “The Multidimensional Role of the Principal in Post-Apartheid South Africa.” Research in Educational Policy and Management 5, no. 2 (2023): 263–74.
Prabhakar, Sunil Kumar, and Seong-Whan Lee. “Holistic Approaches to Music Genre Classification Using Efficient Transfer and Deep Learning Techniques.” Expert Systems with Applications 211 (January 2023): 118636. https://doi.org/10.1016/j.eswa.2022.118636.
Qayyum, Abdul, Amber Saeed, Hafiz Muhammad Awais, and Abrar Hussain Qureshi. “Enhancing Social-Emotional Skills in Early Childhood Education-A Comparative Analysis.” Pakistan Journal of Society, Education and Language (PJSEL) 10, no. 2 (2024): 159–75.
Qureshi, Rukaiyya, Shital Hajare, and Prateek Verma. “A Review on the Role of Artificial Intelligence in Personalized Learning.” In 2024 Asia Pacific Conference on Innovation in Technology (APCIT), 1–5. IEEE, 2024. https://doi.org/10.1109/APCIT62007.2024.10673706.
Ranuharja, Fadhli, Ganefri, Fahmi Rizal, Dean Langeveldt, Rachid Ejjami, Angel Torres-Toukoumidis, and Nizwardi Jalinus. “Relevance and Impact of Generative AI in Vocational Instructional Material Design: A Systematic Literature Review.” Salud, Ciencia y Tecnología 5 (January 1, 2025): 1336. https://doi.org/10.56294/saludcyt20251336.
Samman, Adel Mahmoud Al. “Harnessing Potential: Meta-Analysis of AI Integration in Higher Education.” In 2024 ASU International Conference in Emerging Technologies for Sustainability and Intelligent Systems (ICETSIS), 1–7. IEEE, 2024. https://doi.org/10.1109/ICETSIS61505.2024.10459420.
Slimi, Zouhaier, and Beatriz Villarejo Carballido. “Navigating the Ethical Challenges of Artificial Intelligence in Higher Education: An Analysis of Seven Global AI Ethics Policies.” TEM Journal, May 29, 2023, 590–602. https://doi.org/10.18421/TEM122-02.
Sukmayadi, Dodi. “Empowering STEM Education: Navigating Challenges and Embracing Innovations.” International Journal of Research in STEM Education 5, no. 2 (November 12, 2023): 104–12. https://doi.org/10.33830/ijrse.v5i2.1630.
Dean Collin Langeveldt, PhD. Lecturer at Sol Plaatje University, Kimberley, South Africa. His research interests include teaching and learning in practice, educational leadership, management, and education law. He employs theories such as Freirean critical pedagogy, feminist pedagogy, and techno-rationalism in his work. His research aligns with several Sustainable Development Goals (SDGs), particularly SDG 4 (Quality Education), SDG 5 (Gender Equality), and SDG 16 (Peace, Justice, and Strong Institutions). He has addressed topics such as bullying, inclusive education, pre-service teacher education, and educational leadership and management. He has numerous academic publications in these areas.
Langeveldt, Dean Collin. “AI-Driven Leadership in Educational Policy: A Systematic Literature Review,” E-Journal of Humanities, Arts and Social Sciences 6, no.6 (2025): 933 – 944. https://doi.org/10.38159/ehass.20256621
© 2025 The Author(s). Published and Maintained by Noyam Journals. This is an open access article under the CCBY license (http://creativecommons.org/licenses/by/4.0/).









