Pemanfaatan Big Data dalam Administrasi Publik di Negara-Negara Muslim: Analisis Bibliometrik Global

Authors

  • Novita sari Universitas Riau Indonesia
  • Yendra Erison Universitas Islam Darul Ulum, Indonesia
  • Surya Akbar Universitas Riau Indonesia
  • Heri Hermanto Universitas Riau Indonesia

DOI:

https://doi.org/10.59944/amorti.v5i3.1223

Keywords:

Big Data; Administrasi Publik; Negara-Negara Muslim; Bibliometrik; Dimensions AI

Abstract

Pemanfaatan Big Data telah menjadi salah satu pilar utama dalam transformasi digital administrasi publik di berbagai negara, termasuk negara-negara Muslim. Namun demikian, perkembangan penelitian pada bidang ini belum banyak dikembangkan secara komprehensif melalui pendekatan bibliometrik. Penelitian ini bertujuan menganalisis perkembangan publikasi ilmiah mengenai pemanfaatan Big Data dalam administrasi publik di negara-negara Muslim, mengidentifikasi penulis, jurnal, dan bidang penelitian yang paling produktif, serta memetakan struktur kolaborasi dan intelektual yang terbentuk. Penelitian menggunakan metode bibliometrik dengan sumber data berasal dari database Dimensions AI. Data dikumpulkan melalui proses pencarian menggunakan kata kunci yang relevan, dibatasi pada periode publikasi 2015–2025, kemudian dianalisis menggunakan Bibliometrix (Biblioshiny) dan divisualisasikan melalui VOSviewer. Hasil penelitian menunjukkan bahwa jumlah publikasi mengalami peningkatan yang signifikan setelah tahun 2020. Bidang Human Society, Commerce, Management, Information and Computing Sciences, dan Political Science menjadi bidang yang paling dominan, sedangkan Sustainability merupakan jurnal paling produktif sekaligus memiliki pengalaman ilmiah yang tinggi. Analisis jaringan menunjukkan bahwa Amerika Serikat, Arab Saudi, Cina, dan Pakistan merupakan pusat kolaborasi internasional, sementara penelitian masih didominasi oleh akademisi dari institusi di luar negara-negara Muslim. Penelitian ini memberikan kontribusi berupa komprehensif mengenai perkembangan ilmu pengetahuan, struktur kolaborasi, dan arah penelitian Big Data dalam administrasi publik, sekaligus menjadi referensi bagi pengembangan riset dan transformasi kebijakan digital pemerintahan di negara-negara Muslim.

References

Al Nuaimi, E., Al Neyadi, H., Mohamed, N., & Al-Jaroodi, J. (2015). Applications of big data to smart cities. Journal of Internet Services and Applications, 6(1), 1–15. https://doi.org/10.1186/s13174-015-0041-5

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Báez Hernández, A. (2022). In the Public Administration, What Is Researched? A Review. Open Journal of Social Sciences, 10(05), 99–120. https://doi.org/10.4236/jss.2022.105008

Bendebka, R., Fettane, A., & Shogar, I. (2022). Digital Services and Social Stability: Evaluating The Impact from a Maqasidic Approach. KnE Social Sciences, 198–209. https://doi.org/10.18502/kss.v7i10.11357

Cavanillas, J. M., Curry, · Edward, & Wahlster, W. (n.d.). New Horizons for a Data-Driven Economy A Roadmap for Usage and Exploitation of Big Data in Europe.

Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402. https://doi.org/10.1002/asi.21525

Djamen, J. Y. (2018). Exploring a new model of public administration in a digital age: automation, digitization and transparency. Proceedings of the 2018 Annual Conference of Asian Association for Public Administration: “Reinventing Public Administration in a Globalized World: A Non-Western Perspective” (AAPA 2018). https://doi.org/10.2991/aapa-18.2018.54

Giest, S. (2017). Big data for policymaking: fad or fasttrack? Policy Sciences, 50(3), 367–382. https://doi.org/10.1007/s11077-017-9293-1

Hamzah, M. A., Mat Yatin, S. F., Yusof, M., Rashid, T. S. L. T. Z., Shuhaimi, H., Suleiman, A. B., Mansor, A. N., & Taib, K. M. (2020). Big Data Implementation in Malaysian Public Sector: A Review. International Journal of Academic Research in Business and Social Sciences, 10(11). https://doi.org/10.6007/IJARBSS/v10-i11/9072

Hanif Ibrahim, & Moh Mukhsin. (2024). Implementasi Ekonomi Syariah dalam Administrasi Pembangunan di Indonesia pada Era Transformasi Digitalisasi. Jurnal Bisnis, Ekonomi Syariah, Dan Pajak, 2(1), 05–16. https://doi.org/10.61132/jbep.v2i1.741

Höchtl, J., Parycek, P., & Schöllhammer, R. (2016). Big data in the policy cycle: Policy decision making in the digital era. Journal of Organizational Computing and Electronic Commerce, 26(1–2), 147–169. https://doi.org/10.1080/10919392.2015.1125187

Hu, J., & Zhang, Y. (2017). Structure and patterns of cross-national Big Data research collaborations. Journal of Documentation, 73(6), 1119–1136. https://doi.org/10.1108/JD-12-2016-0146

Lee, H. “Andy,” Au, N., Li, G., & Law, R. (2014). An insight into research performance through a citation counting analysis. Journal of Hospitality and Tourism Management, 21, 54–63. https://doi.org/10.1016/j.jhtm.2014.07.003

Lu, Y. Q. (2014). Research on E-government model based on big data. Advanced Materials Research, 989–994, 4905–4908. https://doi.org/10.4028/www.scientific.net/AMR.989-994.4905

Maciejewski, M. (2017). To do more, better, faster and more cheaply: using big data in public administration. International Review of Administrative Sciences, 83(1_suppl), 120–135. https://doi.org/10.1177/0020852316640058

Mardiani, E., & Subhan Iswahyudi, M. (2023). Mapping the Landscape of Artificial Intelligence Research: A Bibliometric Approach. In West Science Interdisciplinary Studies (Vol. 01, Number 08).

Mergel, I., Rethemeyer, R. K., & Isett, K. (2016). Big Data in Public Affairs. Public Administration Review, 76(6), 928–937. https://doi.org/10.1111/puar.12625

Pencheva, I., Esteve, M., & Mikhaylov, S. J. (2020). Big Data and AI – A transformational shift for government: So, what next for research? Public Policy and Administration, 35(1), 24–44. https://doi.org/10.1177/0952076718780537

Prabawa, W. G., Mutiarin, D., Purnomo, E. P., & Roengtam, S. (2024). Bibliometric Analysis in the Development of Public Sector Digitalization. Journal of Governance and Public Policy, 11(2), 114–126. https://doi.org/10.18196/jgpp.v11i2.17922

Sarker, M. N. I., Wu, M., & Hossin, M. A. (2018). Smart governance through bigdata: Digital transformation of public agencies. 2018 International Conference on Artificial Intelligence and Big Data (ICAIBD), 62–70. https://doi.org/10.1109/ICAIBD.2018.8396168

van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

van Eck, N. J., & Waltman, L. (2014). Visualizing Bibliometric Networks. In Measuring Scholarly Impact (pp. 285–320). Springer International Publishing. https://doi.org/10.1007/978-3-319-10377-8_13

Yaacob, R. A. I. R., Embong, A. M., Endut, M. N. A. A., & Amin, A.-R. M. (2014). Information and Communication Technology (ICT) Implementation in Malaysian Political Parties. International Journal of Social Science and Humanity, 4(3), 189–193. https://doi.org/10.7763/IJSSH.2014.V4.344

Yusof, D. (2019). The Muslim World in Cyberia: Prospects for E-Governance and Digital Capacity Building (pp. 315–338). https://doi.org/10.1007/978-3-319-92561-5_13

Zupic, I., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629

Downloads

Published

2026-07-20

How to Cite

Novita sari, Yendra Erison, Surya Akbar, & Heri Hermanto. (2026). Pemanfaatan Big Data dalam Administrasi Publik di Negara-Negara Muslim: Analisis Bibliometrik Global. Amorti: Jurnal Studi Islam Interdisipliner, 5(3), 824–838. https://doi.org/10.59944/amorti.v5i3.1223