SYSTEMATIC LITERATURE REVIEW : PEMANFAATAN BIG DATA DALAM PENGAMBILAN KEPUTUSAN SEKTORAL DI INDONESIA
DOI:
https://doi.org/10.35446/diklatreview.v9i2.2402Keywords:
Big Data, decision making, public sector, systematic literature review, IndonesiaAbstract
This study aims to analyze the utilization of Big Data in sectoral decision-making in Indonesia through a Systematic Literature Review (SLR) approach. The review is based on 200 scientific articles from various databases, refined using the PRISMA protocol, resulting in 7 eligible studies. The analysis reveals that Big Data has been applied in multiple sectors including health, public policy, logistics, smart cities, information systems, corporations, and organizations. The findings highlight that Big Data plays a vital role in supporting evidence-based decision-making, enhancing operational efficiency, and strengthening strategic and competitive capabilities. The study also identifies gaps in the literature, especially in less-explored sectors such as education and agriculture. Hence, Big Data is positioned not only as an information source but also as a strategic instrument in Indonesia’s sectoral digital transformation.
Keywords: Big Data, decision making, public sector, systematic literature review, Indonesia
References
Alfiansa, G., Izzah, R., Putri, A. N., & Fadel, A. A. M. (2023). Systematic literature review (SLR): Penggunaan teknologi big data dalam keputusan bisnis. Journal of Comprehensive Science (JCS), 2(6), 1664–1689. https://jcs.greenpublisher.id/index.php/jcs/article/view/391
Ashari, D., Ladaina, M., & Hartini, T. (2024). Peran big data dalam pengambilan keputusan strategis perusahaan. EKOMAN: Jurnal Ekonomi, Bisnis dan Manajemen, 2(3), 401–422. https://jurnal.sitasi.id/ekoman/article/view/159
Binsar, F., & Mauritsius, T. (2020). Mining of social media on Covid-19 big data infodemic in Indonesia. Indonesian Journal of Science and Technology, 5(2), 185–195. https://doi.org/10.17509/ijost.v5i2.24629
Fajri, T. I., Rahayu, N., Eldo, H., Chrisnawati, G., & Shaulita, R. (2025). Integrasi Big Data dan AI untuk pengambilan keputusan dalam smart city. Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), 9(2), 783–789. https://www.journal.lembagakita.org/jtik/article/view/3860
Irsyad, R. M., & Harahap, L. S. (2025). Big Data dalam pengambilan keputusan organisasi. Cosmic Jurnal Teknik, 2(1), 27–30. https://journal.aira.or.id/index.php/cosmic/article/view/1039
Mirzaei, R., Saeedi, A., & Rahimzadeh, R. (2019). Big data analytics in supply chain management: A review. Operations Research Perspectives, 6, 100–121. https://doi.org/10.1016/j.orp.2019.100121
Pebriyanti, D., & Veri, J. (2024). Evaluasi peran Big Data dalam membentuk strategi kewirausahaan dan pengambilan keputusan: Systematic literature review (SLR). Jurnal Ilmu Manajemen dan Kewirausahaan (JIMK), 5(2), 534–544. https://jurnal-lp2m.umnaw.ac.id/index.php/jimk/article/view/3885
Ramdani, R., Agustiyara, & Purnomo, E. P. (2021). Big Data analysis of COVID-19 mitigation policy in Indonesia: Democratic, elitist, and artificial intelligence. Journal of Digital Policy & Governance, 3(1), 45–59. https://doi.org/10.1016/j.dpg.2021.03.005
Suroto, S. (2023). Exploring organizational motivation for implementing Big Data analytics: A systematic literature review. SISTEMASI, 12(4), 1450–1460. https://sistemasi.ftik.unisi.ac.id/index.php/stmsi/article/view/4513
Tannady, H., Andry, J. F., & Suriyanti. (2023). The sustainable logistics: Big Data analytics and Internet of Things. Journal of Sustainable Business and Management, 5(1), 77–88. https://doi.org/10.21009/sbm.2023.05.01
Wamba, S. F., Akter, S., Edwards, A., Chopin, G., & Gnanzou, D. (2015). How “big data” can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics, 165, 234–246. https://doi.org/10.1016/j.ijpe.2014.12.031
Wati, W., & Nasution, M. I. P. (2024). Analisis pengaruh Big Data terhadap pengambilan keputusan strategis berbasis SIM. Jurnal Ilmiah Ekonomi dan Manajemen (JIEM), 3(1), 12–22. https://ejurnal.kampusakademik.co.id/index.php/jiem/article/view/3742
