TRANSFORMASI PENDIDIKAN KEPEMIMPINAN DAN ADMINISTRASI MELALUI KECERDASAN BUATAN: TINJAUAN TEMATIK LITERATUR

Authors

  • Ismail Nasar Unika St Paulus Ruteng, Indonesia
  • Gregorius Sebo Bito Universitas Flores Ende, Indonesia
  • Katarina Isabela Unika St Paulus Ruteng, Indonesia

Abstract

Penelitian ini bertujuan mengeksplorasi peran kecerdasan buatan (AI) dalam
mentransformasi kepemimpinan dan administrasi pendidikan melalui pendekatan
studi pustaka tematik. Sebanyak 37 artikel ilmiah yang terbit antara tahun 2020
hingga 2025 dianalisis untuk mengidentifikasi pola integrasi AI dalam konteks
pendidikan. Kajian ini menyoroti empat domain utama, yaitu personalisasi
pembelajaran, efisiensi manajemen administratif, pengambilan keputusan berbasis
data, serta tantangan etika dan kebijakan.
Hasil analisis menunjukkan bahwa AI berkontribusi dalam menggeser praktik
kepemimpinan pendidikan dari model konvensional menuju pendekatan yang lebih
strategis, adaptif, dan berbasis bukti. Teknologi ini memperkuat kapasitas institusi
dalam menyusun intervensi pembelajaran yang kontekstual, mengoptimalkan
alokasi sumber daya, dan mengembangkan kepemimpinan berbasis data. Meski
demikian, penerapan AI juga menimbulkan tantangan signifikan, termasuk isu
privasi data, potensi bias algoritmik, serta ketimpangan akses teknologi di berbagai
konteks pendidikan.
Studi ini menegaskan perlunya kerangka kebijakan yang inklusif dan tata kelola etis
agar integrasi AI berlangsung secara bertanggung jawab dan berkelanjutan. Dengan
pendekatan yang partisipatif dan berorientasi pada nilai-nilai kemanusiaan, AI
berpotensi menjadi mitra strategis dalam membentuk sistem pendidikan yang lebih
cerdas, adil, dan berkeadaban.
Kata Kunci: Kecerdasan Buatan, Kepemimpinan Pendidikan, Administrasi
Pendidikan, Personalisasi Pembelajaran, Pengambilan Keputusan
Berbasis Data, Etika Digital.

References

Aprianto, R. L. P. E. S. eamon.

(2024). Harnessing Artificial

Intelligence in Higher

Education:Balancing

Innovation and Ethical

Challenges. International

Transactions on Education

Technology (ITEE).

https://doi.org/https://doi.org/1

0.33050/itee.v3i1.680

Attamimi, R. , A. A. , & A. A. (2024).

Integrating Artificial

Intelligence Into Succession

Planning And Leadership

Development In Higher

Education. International

Conference of Business and

Social Science.

https://doi.org/https://doi.org/1

0.24034/icobuss.v4i1.496

Azis, H., Rahmi, W., Nasar, I., &

Bito, G. (2025, May 12).

Educating for Sustainability:

The Impact of ICT on

Promoting Sustainable

Development Goals in

Education.

https://doi.org/10.4108/eai.13-

12-2024.2355552

Bing, G., Mondol, E. P., Karim, A.

M., & Musallami, N. Al.

(2024). Impact of Artificial

Intelligence on the

Enhancement of Quality of

Teaching in the Private Sector

Tertiary Education:

International Perspective.

International Journal of

Academic Research in

Progressive Education and

Development, 13(4).

https://doi.org/10.6007/ijarped/

v13-i4/23546

Carrión Montalván, B. K., P. A. C. G.,

C. F. J. A., & V. A.. R. (2024).

The influence of artificial

intelligence in higher education

based on four thematic axes_ a

bibliometric study. Sapienza:

International Journal of

Interdisciplinary Studies,.

https://doi.org/https://doi.org/1

0.51798/sijis.v5i2.764

Chan, C. K. Y., & Hu, W. (2023).

Students’ voices on generative

AI: perceptions, benefits, and

challenges in higher education.

International Journal of

Educational Technology in

Higher Education, 20(1).

https://doi.org/10.1186/s41239-

023-00411-8

Chisom, O. N., Unachukwu, C. C., &

Osawaru, B. (2024). Review of

Ai in Education: Transforming

Learning Environments in

Africa. International Journal of

Applied Research in Social

Sciences, 5(10), 637–654.

https://doi.org/10.51594/ijarss.

v5i10.725

Daher, W., Diab, H., & Rayan, A.

(2023). Artificial Intelligence

Generative Tools and

Conceptual Knowledge in

Problem Solving in Chemistry.

Information (Switzerland),

14(7).

https://doi.org/10.3390/info140

70409

Deep, S., Athimoolam, K., & Enoch,

T. (2024). Optimizing

Administrative Efficiency and

Student engagement in

Education: The Impact of AI.

International Journal of

Current Science Research and

Review, 07(10).

https://doi.org/10.47191/ijcsrr/

V7-i10-34

Duan, Y., Z. Y., L. Y., & Z. C. (2025).

The Role of Deep Learning in

Intelligent Assistance for

Second Language Learners.

International Journal of

43

Education and Humanities.

https://doi.org/https://doi.org/1

0.54097/snmqay54

Eden, C. A., Chisom, O. N., &

Adeniyi, I. S. (2024).

Integrating AI in Education:

Opportunities, Challenges, and

Ethical Considerations. Magna

Scientia Advanced Research

and Reviews, 10(2), 006–013.

https://doi.org/10.30574/msarr.

2024.10.2.0039

Feng, T. L. Q. (2024). Artificial

Intelligence in Education

Management: Opportunities,

Challenges, and Solutions.

Frontiers in Business,

Economics and Management,.

https://doi.org/https://doi.org/1

0.54097/raxsbp45

George, B., & Wooden, O. (2023).

Managing the Strategic

Transformation of Higher

Education through Artificial

Intelligence. Administrative

Sciences, 13(9).

https://doi.org/10.3390/admsci

13090196

Gocen, A., & Aydemir, F. (2020).

Artificial Intelligence in

Education and Schools.

Research on Education and

Media, 12(1), 13–21.

https://doi.org/10.2478/rem2020-0003

Haetami, H. (2025). AI-Driven

Educational Transformation in

Indonesia: From Learning

Personalization to Institutional

Management. Al-Ishalah:

Jurnal Pendidikan, 17(2), 1819–

1832.

https://doi.org/10.35445/alishla

h.v17i2.7448

Hasan Sapci, A., & Aylin Sapci, H.

(2020). Artificial intelligence

education and tools for medical

and health informatics

students: Systematic review. In

JMIR Medical Education (Vol.

6, Issue 1). JMIR Publications

Inc.

https://doi.org/10.2196/19285

Hutami, S. (2024). Utilizing

Technology and Artificial

Intelligence in Educational

Administration to Enhance

School Performance at Junior

High School. PPSDP

International Journal of

Education, 3(2).

https://doi.org/https://doi.org/1

0.59175/pijed.v3i2

Joy, U. N. (2025). Educational

Management and Artificial

Intelligence for Sustainable

Development in Nigeria.

International Journal of

Educational Management,

Rivers State University.

https://ijedm.com/index.php/ije

dm/article/view/46

Kharis, S. A. A., & Zili, A. H. A.

(2022). Learning Analytics Dan

Educational Data Mining Pada

Data Pendidikan. Jurnal Riset

Pembelajaran Matematika

Sekolah, 6(1), 12–20.

https://doi.org/10.21009/jrpms.

061.02

Kumar Saxena, M., & Bajotra, V.

(2024). Potential of Artificial

Intelligence in Education and

Ethical Issues. Far Western

Journal of Education A PeerReviewed Journal, 1, 3059–

9113.

https://doi.org/https://doi.org/1

0.3126/fwje.v1i1.68773

Langeveldt, D. C. (2024). AI-Driven

Leadership: A Conceptual

Framework for Educational

Decision-Making in the AI Era.

E-Journal of Humanities Arts

and Social Sciences, 1582–

1595.

44

https://doi.org/10.38159/ehass.

20245812

Machkour, B., & Abriane, A. (2025).

The Rise of Artificial

Intelligence in Educational

Management: A Prospective

Analysis on the Role of the

Virtual Educational Director.

Procedia Computer Science,

257, 1233–1238.

https://doi.org/10.1016/j.procs.

2025.03.165

Molek, N. (2023). AI and

Organizational

Transformation:Anthropologic

al Insights into Higher

Education. Izzivi Prihodnosti,

8(3, August 2023).

https://doi.org/10.37886/ip.202

3.007

Nasar, I., Walela, A., & Azis, H.

(2025). Digital Literacy

Development Among University

Students: Preparing for The

Challenges of Disruptive 5.0

Innovation in Education.

https://doi.org/10.4108/eai.13-

12-2024.2355538

Olanike Abiola Ajuwon, Enitan

Shukurat Animashaun, &

Njideka Rita Chiekezie. (2024).

Integrating AI and technology

in educational administration:

Improving efficiency and

educational quality. Open

Access Research Journal of

Science and Technology, 11(2),

116–127.

https://doi.org/10.53022/oarjst.

2024.11.2.0102

Onesi-Ozigagun, O., Ololade, Y. J.,

Eyo-Udo, N. L., & Ogundipe,

D. O. (2024). Revolutionizing

Education Through Ai: A

Comprehensive Review of

Enhancing Learning

Experiences. International

Journal of Applied Research in

Social Sciences, 6(4), 589–607.

https://doi.org/10.51594/ijarss.

v6i4.1011

Rahmi, W., Azis, H., Nasar, I., &

Setiawi, A. (2025, May 12).

Challenges and Solutions in the

Development of Educational

Technology in Indonesia.

https://doi.org/10.4108/eai.13-

12-2024.2355548

Rozi, F. A. R. (2024). ChatGPT

Kecerdasan Buatan untuk

Inovasi UKM:Tinjauan

Sistematis Literatur dan

Analisis Bibliometrik.

Didaktika: Jurnal

Kependidikan.

https://doi.org/https://doi.org/1

0.58230/27454312.579

Rozi, F., & Andrian, R. (2024).

ChatGPT Kecerdasan Buatan

Untuk Inovasi UKM: Tinjauan

Sistematis Literatur Dan

Analisis Bibliometrik.

Didaktika Jurnal Kependidikan,

13(1), 1211–126.

https://doi.org/10.58230/27454

312.579

Saidakhror, G. (2024). The Impact of

Artificial Intelligence on

Higher Education and the

Economics of Information

Technology. Irshad J. Law and

Policy, 2(3), 1–6.

https://doi.org/10.59022/ijlp.12

5

Serdianus, S., & Saputra, T. (2023).

Peran Artificial Intelligence

Chatgpt Dalam Perencanaan

Pembelajaran Di Era Revolusi

Industri 4.0. Masokan Ilmu

Sosial Dan Pendidikan, 3(1), 1–

18.

https://doi.org/10.34307/misp.v

3i1.100

Sunandi, M. F. D., & Wahyuni, S.

(2024). Ketangkasan Strategis

Sebagai Katalis Kapabilitas

45

Kecerdasan Buatan, Kapabilitas

Jaringan, Dan Kepemimpinan

Organisasi Dalam Mencapai

Kinerja UMKM Sektor Jasa. Al

Qalam Jurnal Ilmiah

Keagamaan Dan

Kemasyarakatan, 18(3), 2067.

https://doi.org/10.35931/aq.v18

i3.3045

Tursunbayeva, A., & Chalutz-Ben

Gal, H. (2024). Adoption of

artificial intelligence: A TOP

framework-based checklist for

digital leaders. Business

Horizons, 67(4), 357–368.

https://doi.org/10.1016/j.bushor

.2024.04.006

Walela, A., Nasar, I., & Rahmi, W.

(2025, May 12). Mobile

Learning as a Solution for

Access to Education for

Universities in Indonesia:

Challenges and Implementation

Strategies.

https://doi.org/10.4108/eai.13-

12-2024.2355564

Xing, C. (2023). Research on the

Application of Artificial

Intelligence Empowered

Education Management.

Journal of Artificial

Intelligence Practice, 6(6).

https://doi.org/10.23977/jaip.20

23.060602

Zhu, L. (2023). Research on the

Practice of Artificial

Intelligence Technology

Promoting Educational Reform

and Innovation. The Frontiers

of Society, Science and

Technology, 5(14).

https://doi.org/10.25236/fsst.20

23.051412

Downloads

Published

2025-08-20