AI in Education and Online Learning - Educational Leadership for Human-Centred Digital and Artificial Intelligence Transformation
Abstract
This study presents a systematic literature review (SLR) guided by the PRISMA 2020 protocol to synthesize the role of educational leadership in driving digital transformation and the adoption of artificial intelligence (AI) toward human-centered development in both traditional and open and distributed learning (ODL) environments. Drawing on 15 peer-reviewed studies (2018–2024), the findings reveal that leadership serves as a pivotal mediator between technological innovation and equitable educational outcomes. Three thematic pathways emerged: (1) leadership competence for AI integration, which determines institutional readiness and ethical governance; (2) human capacity building, where teacher digital literacy and pedagogical redesign translate technology into meaningful learning; and (3) ethical and inclusive AI practices that safeguard transparency, fairness, and accessibility. The study advances a Human-Centred AI Leadership Framework that integrates four domains—educational leadership, digital transformation, AI integration, and human development—within ODL ecosystems. Conceptually, it extends transformational and distributed leadership theories to socio-technical and ethical dimensions. In practice, it provides policy guidance for embedding AI governance, teacher professional development, and equity-driven digital strategies within national and institutional systems. The review highlights that the future of AI in education hinges not on automation but on leadership that combines technology with humanity.
Keywords
References
Alqahtani, A. Y., Rajkhan, A. A., Alqahtani, M. S., & Alqahtani, A. M. (2022). Digital transformation in education: A review of trends, challenges, and opportunities. Education and Information Technologies, 27(5), 7081–7100. https://doi.org/10.1007/s10639-022-10947-2
Al-Fraihat, D., Joy, M., Masa'deh, R. E., & Sinclair, J. (2020). Evaluating E-learning systems' success: An empirical study. Computers in human behaviour, 102, 67-86. https://doi.org/10.1016/j.chb.2019.08.004
Alghamdi, A. A. (2021). Impact of the COVID-19 pandemic on the social and educational aspects of Saudi university students' lives. PLoS One, 16(4), e0250026. https://doi.org/10.1371/journal.pone.0250026
Aromataris, E., & Munn, Z. (2020). JBI Manual for Evidence Synthesis. JBI. https://doi.org/10.46658/JBIMES-20-01
ASEAN Secretariat. (2023). ASEAN state of education report 2023. https://asean.org/wp-content/uploads/2023/10/ASEAN-State-of-Education-Report-2023.pdf
Bass, B. M., & Avolio, B. J. (1994). Improving organisational effectiveness through transformational leadership. Sage Publications.
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: The state of the field. International Journal of Educational Technology in Higher Education, 20. https://doi.org/10.1186/s41239-023-00392-8
Durach, C. F., Kembro, J., & Wieland, A. (2017). A new paradigm for systematic literature reviews in supply chain management. Journal of Supply Chain Management, 53(4), 67–85. https://doi.org/10.1111/jscm.12145
Fulmer, R., & Zhai, Y. (2024). Artificial Intelligence in Human Growth and Development: Applications Through the Lifespan. The Family Journal. https://doi.org/10.1177/10664807241282331
Garcia-Rios, A., Alcala-Diaz, J. F., Gomez-Delgado, F., Delgado-Lista, J., Marin, C., Leon-Acuña, A., ... & Perez-Martinez, P. (2018). Beneficial effect of CETP gene polymorphism in combination with a Mediterranean diet influencing lipid metabolism in metabolic syndrome patients: CORDIOPREV study. Clinical Nutrition, 37(1), 229-234. https://doi.org/10.1016/j.clnu.2016.12.011
Gouseti, A., James, F., Fallin, L., & Burden, K. (2024). The ethics of using AI in K-12 education: a systematic literature review. Technology Pedagogy and Education, 1. https://doi.org/10.1080/1475939x.2024.2428601
Hallinger, P. (2020). Leadership for learning: Lessons from 40 years of empirical research. Journal of Educational Administration, 58(2), 146–161. https://doi.org/10.1108/JEA-09-2019-0178
Hanshaw, G. (2024). Barriers to AI Course Assistant Adoption: Understanding Student Non-Utilisation at LAPU. Research Square (Research Square). https://doi.org/10.21203/rs.3.rs-5378875/v1
Holmes, W., Porayska-Pomsta, K., & Holstein, K. (2022). Ethics of AI in education: Towards a community-wide framework. British Journal of Educational Technology, 53(3), 542–558. https://doi.org/10.1111/bjet.13102
Hong, Q. N., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., ... & Pluye, P. (2018). The Mixed Methods Appraisal Tool (MMAT) 2018 for Information Professionals and Researchers. Education for Information, 34(4), 285–291. https://doi.org/10.3233/EFI-180221
Huang, C. K., Chen, C. H., Chang, C. Y., & Lin, C. Y. (2020). Technology Acceptance, Growth Needs, and Pedagogical Usability as Factors Influencing Teachers' Perceptions and Use of Geometer's Sketchpad. Journal of Educational Research & Development 16(2). . https://doi.org/10.6925/SCJ.202006_16(2).0004
Johnson, S. L., Adams, R. M., & Perry, G. M. (2019). The on-farm costs of reducing groundwater pollution. In The Economics of Water Quality (pp. 423-433).
Joseph, O. B., Onwuzulike, O. C., & Shitu, K. (2024). Digital Transformation in Education: Strategies for Effective Implementation. World Journal of Advanced Research and Reviews, 23(2), 2785. https://doi.org/10.30574/wjarr.2024.23.2.2668
Kaban, S., & Sari, Y. (2022). NURSING STUDENTS ' PERCEPTION OF THE USE OF ROLE-PLAY TECHNIQUE IN LEARNING ENGLISH-SPEAKING SKILL. Jurnal Cakrawala Ilmiah, 2(1), 395-402. https://doi.org/10.53625/jcijurnalcakrawalailmiah.v2i1.3622
Kemendikbudristek. (2022). Kebijakan Merdeka Belajar: Transformasi pendidikan Indonesia. Jakarta: Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. https://doi.org/10.31219/osf.io/5s37t
Khosravi, H., Buckingham Shum, S., Chen, G., Conati, C., Tsai, Y.-S., Kay, J., Knight, S., Martinez-Maldonado, R., Sadiq, S., & Gašević, D. (2022). Explainable artificial intelligence in education. Computers & Education: Artificial Intelligence, 3, 100074. https://doi.org/10.1016/j.caeai.2022.100074
Luckin, R. (2021). Towards a human-centred AI in education: A review of ethical issues and future directions. AI & Society, 36(1), 55–65. https://doi.org/10.1007/s00146-020-00993-6
McCarthy, A. M., Maor, D., McConney, A., & Cavanaugh, C. (2023). Digital transformation in education: Critical components for leaders of system change. Social Sciences & Humanities Open, 8, 100479. https://doi.org/10.1016/j.ssaho.2023.100479
Mutohar, A. (2023). Digital Leadership in Indonesian Schools: Challenges and Opportunities. Educational Management Administration & Leadership, 51(4), 662–678. https://doi.org/10.1177/17411432221095363
Netolicky, D. M. (2020). School leadership during a pandemic: Navigating tensions. Journal of Professional Capital and Community, 5(3/4), 391–395. https://doi.org/10.1108/JPCC-05-2020-0017
Nurhikmah, H., Ramli, A. M., Sujarwo, B., Bena, B. A., Arwadi, F., Syawaluddin, A., & Dedikasi Malik, I. (2024). Teachers' readiness in online learning: Digital literacy-self-efficacy, pedagogical competence, attitude, infrastructure, and management support. Electronic Journal of e-Learning, 22(8), 93–105. https://doi.org/10.34190/ejel.22.8.3358
Ocen, S., Elasu, J., Aarakit, S. M., & Olupot, C. (2025). Artificial Intelligence in Higher Education Institutions: A Review of Innovations, Opportunities, and Challenges. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1530247
Ouzzani, M., Hammady, H., Fedorowicz, Z., & Elmagarmid, A. (2016). Rayyan—a web and mobile app for systematic reviews. Systematic Reviews, 5(1), 210. https://doi.org/10.1186/s13643-016-0384-4
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Pimentel, A. Jr. (2024). Unveiling the Barriers to Digital Transformation in Higher Education Institutions: A Systematic Literature Review. Research Square (Research Square). https://doi.org/10.21203/rs.3.rs-4970233/v1
Prayuda, R. Z. (2022). Kepemimpinan Digital Kepala Sekolah pada Era Digital: A Mini Review Article. International Journal of Social, Policy and Law, 3(1), 13–18. https://doi.org/10.8888/ijospl.v3i1.94
Purnama, D. (2023). Digital Divide in Indonesian Education: Barriers to Equitable Access. Indonesian Journal of Education and Technology, 3(2), 45–59. https://doi.org/10.5281/zenodo.7765432
Rahman, M. A., Syamsuddin, I., & Putra, R. D. (2023). Exploring artificial intelligence adoption in Indonesian schools. Journal of Education and Learning, 17(1), 115–127. https://doi.org/10.11591/edulearn.v17i1.22193
Roméro, M. (2024). Lifelong learning challenges in the era of artificial intelligence: a computational thinking perspective. arXiv (Cornell University). http://arxiv.org/abs/2405.19837
Sen, A. (2014). Development as Freedom (1999). The globalisation and development reader: Perspectives on development and global change, 525.
Setiawan, A., & Iasha, V. (2022). Digital Transformation in Indonesian Schools: Opportunities and Challenges. International Journal of Instruction, 15(2), 235–254. https://doi.org/10.29333/iji.2022.15213a
Singh, J. (2013). Critical appraisal skills programme. Journal of Pharmacology and Pharmacotherapeutics, 4(1), 76. https://doi.org/10.4103/0976-500X.107697
Sposato, M. (2025). Artificial intelligence in educational leadership: a comprehensive taxonomy and future directions. International Journal of Educational Technology in Higher Education, 22(1). https://doi.org/10.1186/s41239-025-00517-1
Stahl, B. C., Andreou, A. G., Brey, P., Hatzakis, T., Kirichenko, A. S., Macnish, K., Shaelou, S. L., Patel, A., Ryan, M., & Wright, D. (2020). Artificial intelligence for human flourishing – Beyond principles for machine learning. Journal of Business Research, 124, 374. ttps://doi.org/10.1016/j.jbusres.2020.11.030
Suyatno, S., Yusuf, M., & Lian, B. (2021). The role of school principals' digital leadership in improving teacher performance. Journal of Educational Management, 10(1), 45–56. https://doi.org/10.21831/jem.v10i1.39121
Trilling, B., & Fadel, C. (2021). 21st century skills: Learning for life in our times. Jossey-Bass. https://doi.org/10.4324/9781119178021
UNDP. (2023). Human Development Report 2023: Breaking the Gridlock—Reimagining cooperation in a polarised world. United Nations Development Programme. https://hdr.undp.org/
UNESCO. (2016). Education 2030: Incheon Declaration and Framework for Action for the implementation of Sustainable Development Goal 4. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000245656
United Nations General Assembly. (2015). Transforming our world: The 2030 Agenda for Sustainable Development (A/RES/70/1). https://undocs.org/A/RES/70/1
Vieriu, A. M., & Petrea, G. (2025). The Impact of Artificial Intelligence (AI) on Students' Academic Development. Education Sciences, 15(3), 343. https://doi.org/10.3390/educsci15030343
Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review. Expert Systems with Applications, 252, 124167. https://doi.org/10.1016/j.eswa.2024.124167
Wang, T., Qiu, B., & Bai, R. (2022). Digital leadership and exploratory innovation: The mediating roles of organisational culture and strategic orientation. Frontiers in Psychology, 13, 902693. https://doi.org/10.3389/fpsyg.2022.902693
Wang, C., Chen, X., Yu, T., Liu, Y., & Jing, Y. (2024). Education reform and change driven by digital technology: A bibliometric study from a global perspective. Humanities and Social Sciences Communications, 11(1), 1-17. https://doi.org/10.1057/s41599-024-02717-y
White, D. A. (2014). Distributed leadership for innovative use of ICT in teaching and learning: Empowerment through culture, capacity and collaboration. https://researchcommons.waikato.ac.nz/bitstream/10289/8730/3/thesis.pdf
World Bank. (2022). Indonesia Human Capital Review 2022. Washington, DC: World Bank. https://doi.org/10.1596/37587
World Economic Forum. (2023). Shaping the future of the digital economy and new value creation. WEF. https://www.weforum.org/reports/shaping-the-future-of-digital-economy-and-new-value-creation
Yan, Y., Liu, H., & Chau, T. (2025). A systematic review of AI ethics in education: Challenges, policy gaps, and future directions. Journal of Global Information Management, 33(1). https://doi.org/10.4018/JGIM.386381
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education – where are the educators?. International Journal of Educational Technology in Higher Education, 16, Article 39. https://doi.org/10.1186/s41239-019-0171-0
Zhang, Y., Zhang, J., & Tang, J. (2022). The relationship between technology leadership and instruction in higher education. ACM Transactions on Computing Education, 22(3), 20. https://doi.org/10.1145/3543321.3543368
Refbacks
- There are currently no refbacks.






