ADAPTING EDUCATION 4.0: INTEGRATING BIG DATA ANALYTICS IN ACADEMIC DECISION-MAKING

Authors

  • Ahmad Ansori Sultan Syarif Kasim State Islamic University of Riau
  • Merrina Ulfa Sultan Syarif Kasim State Islamic University of Riau
  • Puja Aulia Sultan Syarif Kasim State Islamic University of Riau
  • Rahmat Ilham Sultan Syarif Kasim State Islamic University of Riau

DOI:

https://doi.org/10.24252/idaarah.v9i1.53391

Keywords:

Big Data, Academic Decision-Making, Education 4.0, Data Analytics, Digital Transformation, Educational Management

Abstract

The application of big data in the education sector has emerged as a crucial strategy in addressing the challenges of the Fourth Industrial Revolution. This study responds to the limited integration of big data in academic decision-making processes, particularly within primary and secondary education institutions in Indonesia. The purpose of this research is to systematically examine how big data analytics supports more effective academic decision-making, offering both practical contributions for educational management and theoretical implications for the development of data-driven decision-making models. This study employs a literature Review method which includes the stages of data collection, data reduction, data presentation, and drawing conclusions. The literature reviewed includes relevant national and international journal articles on big data and education. The findings reveal that big data plays a significant role in optimizing educational resource management, enhancing the efficiency of learning interventions, and supporting strategic planning based on evidence. Moreover, the study emphasizes the importance of technological infrastructure, human resource competencies, and data protection as key enablers for successful big data integration. The study provides essential insights for policymakers to encourage digital transformation and evidence-based practices in schools.

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References

Alfiandi, A., & Hapzi Al. (2024). Pengaruh Big Data, Pengambilan Keputusan dan Strategis Pemerintah terhadap Kesejahteraan Sosial. Jurnal Ilmu Multidisplin, 2(4), 384–390. https://doi.org/10.38035/jim.v2i4.430

Alimuddin, A., Niaga Siman Juntak, J., Ayu Erni Jusnita, R., Murniawaty, I., & Yunita Wono, H. (2023). Teknologi dalam Pendidikan: Mebantu Siswa Beradaptasi dengan Revolusi Industri 4.0. Journal on Education, 5(4), 36–38. https://jonedu.org/index.php/joe/article/view/2135/1775

Aliwijaya, A. (2023). Peluang Pemanfaatan Big Data di Perpustakaan: Sebuah Kajian Literatur. Media Informasi, 32(2), 214–222. https://doi.org/10.22146/mi.v32i2.6388

Asbar, R. F., & Witarsa, R. (2020). Kajian Literatur Tentang Penerapan Pembelajaran Terpadu di Sekolah Dasar. Jurnal Review Pendidikan dan Pengajaran, 3(2), 225–236. https://doi.org/10.31004/jrpp.v3i2.1220

Chairy, A., Nahdiayah, A. C. F., & Volta, A. S. (2023). Optimalisasi dan Mengeksplorasi Kelebihan serta Kekurangan Pembelajaran Berbasis Teknologi Informasi dan Komunikasi (TIK) di SD/Mi. Jurnal Penelitian, Pengembangan Pembelajaran dan Teknologi (JP3T), 1(3), 115–125. https://doi.org/10.61116/jp3t.v1i3.277

Dirgantoro, A. (2016). Kontribusi Pemanfaatan Big Data dalam Psikologi Pendidikan. Prosiding: Inovasi Pendidikan di Era Big Data dan Aspek Psikologinya XIII Cetakan ke-1, 5, 132–885.

Efgivia, M. G. (2020). Pemanfaatan Big Data dalam Penelitian Teknologi Pendidikan. Educate: Jurnal Teknologi Pendidikan, 5(2), 107–119. https://doi.org/10.32832/educate.v5i2.3381

Fathni, I., Basri, B., Zulaika, S., & Dewi, R. S. (2023). Pengaruh Kebijakan Privasi, dan Tingkat Kepercayaan Pada Platform Digital terhadap Perilaku Pengguna dalam Melindungi Privasi Online di Indonesia. Sanskara Hukum dan HAM, 2(02), 118–126. https://doi.org/10.58812/shh.v2i02.305

Febrian, A., & Faisal, A. (2023). Pemanfaatan Big Data pada Instansi Pendidikan. BIIKMA : Buletin Ilmiah Ilmu Komputer dan Multimedia, 1(1), 212–215. https://jurnalmahasiswa.com/index.php/biikma

Ferdiansyah, V., & Nasution, M. I. P. (2023). Penerapan Teknologi Big Data dalam Pengembangan Database Pendidikan. Jurnal Riset Manajemen, 1(3), 22–29. https://doi.org/10.54066/jurma.v1i3.591

Ghufron, M. . (2018). Revolusi Industri 4.0: Tantangan, Peluang, dan Solusi Bagi Dunia Pendidikan. Seminar Nasional dan Diskusi Panel Multidisiplin Hasil Penelitian dan Pengabdian kepada Masyarakat, 1, 332–337. https://proceeding.unindra.ac.id/index.php/dispanas2018/article/viewFile/73/45

Guo, H., Nativi, S., Liang, D., Craglia, M., Wang, L., Schade, S., Corban, C., He, G., Pesaresi, M., Li, J., Shirazi, Z., Liu, J., & Annoni, A. (2020). Big Earth Data science: an Information Framework for a Sustainable Planet. International Journal of Digital Earth, 13(7), 743–767. https://doi.org/10.1080/17538947.2020.1743785

Hergiansa, G. A.-F., Widuri, S. S., & Hadiapurwa, A. (2020). Pemanfaatan Big Data dalam Lingkup Pendidikan. Inovasi Kurikulum, 17(2), 109–116. https://doi.org/10.17509/jik.v17i2.42928

Hutahaean, J., & Amelia, S. (2024). Teknologi Pendidikan Penggunaan Teknologi Big Data untuk Menganalisis Perilaku Teknologi Pendidikan. Teknologi Pendidikan, 3(1), 152–160. https://doi.org/10.56854/tp.v3i1.232

Kurniawan, S. D., Widiastuti, R. Y., Hermanto, D. M. C., Mukhlis, I. R., Pipin, S. J., Surianto, D. F., & Priyatno, A. M. (2024). BIG DATA ( Mengenal Big Data & Implementasinya di Berbagai Bidang ). Jambi: PT. Sonpedia Publishing Indonesia.

Liliana, L., Vera, D., Wijaya, A. S., & Bernanda, D. Y. (2019). Penggunaan Big Data untuk Menganalisis Tingkat Keberhasilan Siswa Menempuh Mata Kuliah. Prosiding Seminar Nasional Teknoka, 4(2502), I77–I82. https://doi.org/10.22236/teknoka.v4i0.4208

Marzali, A.-. (2017). Menulis Kajian Literatur. ETNOSIA : Jurnal Etnografi Indonesia, 1(2), 27–36. https://doi.org/10.31947/etnosia.v1i2.1613

Nur, S. K. (2020). Pemanfaatan Big Data pada Konsep Smart City: Kajian Pustaka. Jurnal INSTEK (Informatika Sains dan Teknologi), 5(1), 27. https://doi.org/10.24252/instek.v5i1.12140

Oktaviarosa, I. K. H. (2024). Penggunaan Big Data dalam Pengambilan Keputusan Kebijakan Publik. Triwikrama: Jurnal Ilmu Sosial, 3(7), 70–89. https://doi.org/10.6578/triwikrama.v3i7.3039

Santoso, J. T. (2020). Analisis Big Data. In Penerbit Yayasan Prima Agus Teknik. Semarang: Yayasan Prima Agus Teknik.

Sari, M. N., Rahman, A., Pisol, M. M., Herawati, E., Rachmawati, S., Aprilia, T., & Fitriana, D. (2023). Educational Transformation in the Digital Era: Big Data Analysis to Increase Teacher Management Efficiency in Vocational High Schools. Jurnal Akuntabilitas Manajemen Pendidikan, 11(2), 73–80. https://doi.org/10.21831/jamp.v11i2.69540

Siregar, J. J., & Musawaris, R. (2023). Pemanfaatan Big Data dalam Bidang Pendidikan. Jurnal Indonesia Sosial Teknologi, 4(2), 274–285. https://doi.org/10.59141/jist.v4i02.737

Turnip, H. (2024). Penggunaan Big Data untuk Optimalisasi Pengambilan Keputusan di Sekolah. Jurnal Kolaboratif Sains, 7(8), 3138–3145. https://doi.org/10.56338/jks.v7i8.5971

Venger, Y., & Ahtoyan, A. (2021). The Role of Big Data in the Implementation of Digital Marketing Strategies. Proceedings of Scientific Works of Cherkasy State Technological University Series Economic Sciences, 63(56), 61–68. https://doi.org/10.24025/2306-4420.63.2021.248464

Widyanto, I. P. (2023). Manajemen Pendidikan. Manajemen Pendidikan, 03(01), 76–94. https://doi.org/10.29313/up.130

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Published

2025-06-30

How to Cite

Ansori, A., Ulfa, M., Aulia, P., & Ilham, R. (2025). ADAPTING EDUCATION 4.0: INTEGRATING BIG DATA ANALYTICS IN ACADEMIC DECISION-MAKING. Idaarah: Jurnal Manajemen Pendidikan, 9(1), 112–123. https://doi.org/10.24252/idaarah.v9i1.53391

Issue

Vol. 9 No. 1 (2025): JUNE

Section

Article

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Copyright (c) 2025 Ahmad Ansori, Merrina Ulfa, Puja Aulia, Rahmat Ilham

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