THE INTEGRATION OF ARTIFICIAL INTELLIGENCE IN PRINCIPAL LEADERSHIP: A SYSTEMATIC LITERATURE REVIEW OF TRENDS, TOOLS, AND IMPACTS
DOI:
https://doi.org/10.29121/ijetmr.v12.i6.2025.1622Keywords:
Artificial intelligence (AI), Principal Leadership, Digital LeadershipAbstract
As schools move further into the digital age, Artificial Intelligence (AI) is starting to play a growing role in how principals lead and make decisions. This systematic literature review explores how AI is being integrated into school leadership, focusing on the trends, tools, and impacts reported in peer-reviewed studies published between 2010 and 2025. Using the PRISMA method, we reviewed research from sources like Scopus, Google Scholar, and Dimensions to understand how AI is changing the responsibilities of school leaders. The findings show that AI is helping principals in several key areas: automating routine tasks, using data to make better decisions, supporting teachers, and creating more personalized learning environments for students. Digital Tools like smartboards, projectors and dashboards are becoming more common in schools. At the same time, challenges such as lack of training, concerns about data privacy, and ethical use of AI are also highlighted. Overall, the study shows that while AI offers many opportunities to support effective school leadership, there is a clear need for professional development, thoughtful policies, and further research. By understanding how AI is currently being used, this review helps educators, policymakers, and developers move toward smarter and more responsible use of technology in schools.
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A'mar, F., & Eleyan, D. (2022). Effect of Principal's Technology Leadership on Teacher's Technology Integration. International Journal of Instruction, 15(1), 781–798. https://doi.org/10.29333/iji.2022.15145a DOI: https://doi.org/10.29333/iji.2022.15145a
Alghamdi, A. M. (2024). Academic Leaders' Attitudes Toward Artificial Intelligence Applications in Leadership Work in Light of the Diffusion of Innovation Theory: The Impact of Possession of Digital Literacy. Journal of Educational Leadership and Policy Studies, 8(1), n1.
Bang, W. S., Hoan, W. K., Park, J. Y., & Reddy, N. G. S. (2022). Modeling the Nonlinearities Between Coaching Leadership and Turnover Intention by Artificial Neural Networks. SAGE Open, 12(4), 21582440221126885. https://doi.org/10.1177/21582440221126885 DOI: https://doi.org/10.1177/21582440221126885
Chen, L., Xie, H., Zou, D., & Hwang, G.-J. (2022). Application and Research Trends of Artificial Intelligence in Education: A Review of Selected Journals from 2010 to 2020. Interactive Learning Environments, 30(2), 263–278.
Gough, D. (2007). Weight of Evidence: A Framework for the Appraisal of the Quality and Relevance of evidence. Research Papers in Education, 22(2), 213–228. https://doi.org/10.1080/02671520701296189 DOI: https://doi.org/10.1080/02671520701296189
Hou, M., Ahmad, J. B., & Zhao, Y. (2024). Integrating Transformational Leadership with Artificial Intelligence: Driving a New Future for Chinese K-12 Education. International Journal of Educational Organization & Leadership, 31(1). https://doi.org/10.18848/2329-1656/CGP/v31i01/123-144 DOI: https://doi.org/10.18848/2329-1656/CGP/v31i01/123-144
Karakose, T. (2024). Will Artificial Intelligence (AI) Make the School Principal Redundant? A Preliminary Discussion and Future Prospects. Educational Process: International Journal (EDUPIJ), 13(2), 7–14. https://doi.org/10.22521/edupij.2024.132.1 DOI: https://doi.org/10.22521/edupij.2024.132.1
Kilcoyne, A. (2024). Navigating Through Disruption: How are School Principals Leading Digital Learning in Secondary Schools in Ireland. Computers in the Schools, 1–19. https://doi.org/10.1080/07380569.2024.2374262 DOI: https://doi.org/10.1080/07380569.2024.2374262
Kurkan, G., & Çetin, M. (2024). The Perceptions of Educational Administrators Towards Digital Leadership in the Age of Artificial Intelligence: A Qualitative Study. International Journal of Contemporary Educational Research, 11(3), 425–439. https://doi.org/10.52380/ijcer.2024.11.3.602 DOI: https://doi.org/10.52380/ijcer.2024.11.3.602
Lambot, G. V., & Yango, A. R. (2023). Secondary School Heads' Technology Leadership Skills, Educational Motivation, Teachers' Techno-Pedagogical Competence in the City Schools Division of Laguna. Technium Soc. Sci. J., 44, 449. https://doi.org/10.47577/tssj.v44i1.8927 DOI: https://doi.org/10.47577/tssj.v44i1.8927
Leithwood, K., Harris, A., & Hopkins, D. (2020). Seven Strong Claims About Successful School Leadership Revisited. School Leadership & Management, 40(1), 5–22. https://doi.org/10.1080/13632434.2019.1596077 DOI: https://doi.org/10.1080/13632434.2019.1596077
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence Unleashed: An Argument for AI in Education. Pearson Education.
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(1), 100479. https://doi.org/10.1016/j.ssaho.2023.100479 DOI: https://doi.org/10.1016/j.ssaho.2023.100479
Mireles-Hernández, J., Rey-Benguría, C. F., Macedo-Lavanderos, M. L., Villuendas-Rey, Y., & Aldape-Pérez, M. (2024). Improving Leadership in the Digital Era: A Case Study from Rural Mexico. Systems, 12(12), 559. https://doi.org/10.3390/systems12120559 DOI: https://doi.org/10.3390/systems12120559
Nhlumayo, B. S. (2024). Rural Primary School Principal's Leadership Strategies for ICT Integration. Research in Social Sciences and Technology, 9(1), 171–184. https://doi.org/10.46303/ressat.2024.10 DOI: https://doi.org/10.46303/ressat.2024.10
Nurjaningsih, S. (2020). Analysis of Principal's Motivation and Leadership Technology Pathway Through Mediator Learning Strategies with Gender Moderators in Maya Seesaw Classes. Social Science Learning Education Journal, 5(1), 231–242. DOI: https://doi.org/10.20961/seeds.v4i1.42487
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. DOI: https://doi.org/10.1136/bmj.n71
Raman, A., Thannimalai, R., & Ismail, S. N. (2019). Principals' Technology Leadership and its Effect on Teachers' Technology Integration in 21st-Century Classrooms. International Journal of Instruction, 12(4), 423–442. https://doi.org/10.29333/iji.2019.12428a DOI: https://doi.org/10.29333/iji.2019.12428a
Ridho, M. R., & Wiyono, B. B. (2024). Digital Leadership of School Principals to Improve the Quality of Learning in the Industrial Revolution Era 4.0. https://doi.org/10.24090/insania.v29i1.9566 DOI: https://doi.org/10.24090/insania.v29i1.9566
Rodgers, D. J. (2024). Technology Leadership for Pandemic Stemgagement in Computer Science: A PK-12 Case Study. Education Sciences, 15(1), 34. https://doi.org/10.3390/educsci15010034 DOI: https://doi.org/10.3390/educsci15010034
Ruloff, M., & Petko, D. (2022). School Principals' Educational Goals and Leadership Styles for Digital Transformation: Results from Case Studies in Upper Secondary Schools. International Journal of Leadership in Education, 1–19.
Safranovi, S., & Usman, N. (2024). The Influence of School Principal Management on Increasing Digital-Based Teachers' Capability in Min City of Banda Aceh. Journal of Education, Teaching and Learning, 9(2), 188–195. https://doi.org/10.26737/jetl.v9i2.5385 DOI: https://doi.org/10.26737/jetl.v9i2.5385
Suratman, S., Torres, J. M., Salehudin, M., Susmiyati, S., & Sugiyono, S. (2024). The Influence of Digital Leadership Toward Digital Transformation of Education. Southeast Asian Journal of Islamic Education, 7(2), 139–153.
Tømte, C. E. (2024). Conceptualisation of Professional Digital Competence for School Leaders in Schools with 1:1 Coverage of Digital Devices. Computers & Education, 222, 105151. https://doi.org/10.1016/j.compedu.2024.105151 DOI: https://doi.org/10.1016/j.compedu.2024.105151
Williamson, B., & Eynon, R. (2020). Historical Threads, Missing Links, and Future Directions in AI in Education. Learning, Media and Technology, 45(3), 223–235. https://doi.org/10.1080/17439884.2020.1798995 DOI: https://doi.org/10.1080/17439884.2020.1798995
Yani, D., Hadi, S., & Pristiani, R. (2024). Application of Learning Technology as a Strategy for New School Principals to Gain Acceptance. Journal Penelitian Pendidikan IPA, 10(SpecialIssue), 259–265. https://doi.org/10.29303/jppipa.v10iSpecialIssue.8041 DOI: https://doi.org/10.29303/jppipa.v10iSpecialIssue.8041
Zhou, X., & Schofield, L. (2024). Developing a Conceptual Framework for Artificial Intelligence (AI) Literacy in Higher Education. Journal of Learning Development in Higher Education, 31. https://doi.org/10.47408/jldhe.vi31.1354 DOI: https://doi.org/10.47408/jldhe.vi31.1354
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