Group Decision-Making Models in Financial Management: A Bibliometric Analysis

Authors

  • Azahra Muthia Afifah Universitas Mulawarman Author
  • Elsa Dwi Wulandari Universitas Mulawarman Author
  • Husna Putri Denia Universitas Mulawarman Author
  • Muhammad Syahad Universitas Mulawarman Author
  • Vinaya Universitas Mulawarman Author
  • Rohana Nur Aini Universitas Mulawarman Author
  • Muhammad Ramadhani Kesuma Universitas Mulawarman Author

Keywords:

group decision-making, bibliometric analysis, financial management, consensus models, VOSviewer

Abstract

This study examines the intellectual structure and research trajectory of group decision-making (GDM) models in financial management using a bibliometric approach, aiming to identify collaboration patterns, dominant themes, and emerging research frontiers. Data were retrieved from the Scopus database using a structured Boolean query covering the period 1993 to 2025, yielding 86 relevant scientific articles. VOSviewer software was employed to perform co-authorship, co-occurrence, and text data analyses to map the collaborative network and thematic structure of the field. Publication output exhibits a sustained upward trajectory, with a pronounced surge following the 2008 global financial crisis. Four thematic clusters are identified: consensus models and group techniques, financial management applications, behavioral and cognitive dimensions, and technology-driven analytics. Collaborative networks reveal a core-periphery structure, with dominance by institutions in developed economies and limited engagement from emerging-market contexts. The findings suggest that financial practitioners and policymakers should prioritize the integration of artificial intelligence, big data, and ESG-oriented frameworks within group decision processes to enhance the robustness of collective financial judgments. This study provides the first systematic bibliometric mapping of GDM models specifically situated within the financial management domain, revealing thematic convergences with digital transformation and sustainability that prior narrative reviews have not systematically captured.

References

Abbod, M. and Alrashedi, A. (2022), "An ensemble classification and regression neural network for evaluating role-based tasks associated with organizational unit", Advances in Distributed Computing and Artificial Intelligence Journal, Vol. 11 No. 2, pp. 129-146, doi: 10.14201/adcaij.26764.

Althaf, S.A., Sustyaningsih, S., Kusuma, A.M.N., Anwar, A.G., Irianto, E.O. and Kesuma, M.R. (2025), "Digital transformation and sustainability: Unraveling interconnections and challenges through bibliometric insights", Digital Bisnis: Jurnal Publikasi Ilmu Manajemen dan E-Commerce, Vol. 4 No. 4, pp. 206-223, doi: 10.30640/digital.v4i4.5506.

Ananda, Y., Rizal, E. and Rohman, A.S. (2025), "Analisis bibliometrik artikel jurnal bidang information quality pada database Scopus menggunakan VOSviewer", Jurnal Pustaka Budaya, Vol. 12 No. 1, doi: 10.31849/pb.v12i1.24377.

Ariswati, L.D., Kesuma, M.R., Aini, R.N., Irianto, E.D.O., Widaryo, C.M. and Henrika, M. (2025), "Does financial literacy drive SME success in resource-rich regions?", Priviet Social Sciences Journal, Vol. 5 No. 11, pp. 308-321, doi: 10.55942/pssj.v5i11.714.

Azmi, R., Pranesty, T.K., Puteri, R., Febrianty, Z., Hasanah, R., Irianto, E.D.O. and Kesuma, M.R. (2026), "Dinamika rasionalitas terbatas dan pengambilan keputusan: Perspektif bibliometrik", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 2 No. 2, pp. 3525-3541, doi: 10.63822/fxjy8830.

Chairani, N.S., Najwa, N.A., Kartika, S.A. and Kesuma, M.R. (2026), "How has digital transformation reshaped personal financial management behavior research?", Moneter: Jurnal Ekonomi Dan Keuangan, Vol. 4 No. 1, pp. 85-106, doi: 10.61132/moneter.v4i1.2050.

Dev, N., Shankar, R., Gupta, R. and Dong, J. (2019), "Multi-criteria evaluation of real-time key performance indicators of supply chain with big data architecture", Computers and Industrial Engineering, Vol. 128, pp. 1076-1087, doi: 10.1016/j.cie.2018.04.012.

Gouda, G. and Tiwari, B. (2023), "Dynamic nexus between Smart HR 4.0 and innovation ambidexterity: A fuzzy-TISM and MICMAC approach", Journal of Organizational Effectiveness: People and Performance, Vol. 11 No. 4, pp. 807-824, doi: 10.1108/JOEPP-07-2023-0281.

Hasanah, L. and Andriani, S. (2025), "Pemetaan bibliometrik dan tinjauan literatur atas penelitian good corporate governance: Temuan dari analisis VOSviewer", Apke: Akuntansi Pajak dan Kebijakan Ekonomi Digital, Vol. 2 No. 3, pp. 17-27, doi: 10.61132/apke.v2i3.1244.

Ilmahdy, A.N., Thio, O., Shalehah, N.N., Pratama, S.R.H., Henrika, M. and Kesuma, M.R. (2025), "The nexus of digitalization and innovation in business processes: A bibliometric analysis and identification of research gaps", Anggaran: Jurnal Publikasi Ekonomi dan Akuntansi, Vol. 3 No. 4, pp. 145-161, doi: 10.61132/anggaran.v3i4.1960.

Jia, D. and Xue, S. (2025), "Research trajectories and scientometric analysis in decision-making studies", Frontiers in Research Analytics.

Karam, S., Nagahi, M., Dayarathna, V., Ma, J., Jaradat, R. and Hamilton, M. (2021), "Integrating systems thinking skills with multi-criteria decision-making technology", doi: 10.21079/11681/41026.

Kesuma, M.R., Ariswati, L.D., Henrika, M., Widaryo, C.M., Irianto, E.D.O. and Aini, R.N. (2025), "Can financial literacy drive microentrepreneur success in digital economies?", Journal of Economics Research and Policy Studies, Vol. 5 No. 3, pp. 765-781, doi: 10.53088/jerps.v5i3.2280.

Korip, Z.M., Assyifa, A.R., Mantika, S.U., Kesuma, M.R. and Ariswati, L.D. (2025), "A bibliometric analysis of financial literacy and financial planning research", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 1 No. 4, pp. 3354-3374, doi: 10.63822/31gje388.

Maulana, M.D., Mandese, R.R., Adyutasara, D., Kesuma, M.R. and Irianto, E.D.O. (2026), "Public financial management: A bibliometric analysis of research trends and influential publications", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 2 No. 1, pp. 22-36, doi: 10.63822/gt0sws91.

Mawadah, N., Auliyawati, A., Hendi, H., Mangkona, A.A., Aprilia, V., Widaryo, C.M. and Kesuma, M.R. (2026), "Bibliometric analysis of decision-making in crisis management: Mapping intellectual structures and contextual gaps in financial management with emphasis on emerging markets", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 2 No. 2, pp. 3448-3463, doi: 10.63822/33y71743.

Novani, L., Erwina, W. and Samson, C.M.S. (2025), "Analisis bibliometrik tren perkembangan penelitian layanan perpustakaan digital pada jurnal internasional terindeks Scopus", Jurnal Pendidikan Tambusai, Vol. 9 No. 2, pp. 26788-26803, doi: 10.31004/jptam.v9i2.31144.

Qamar, Y., Agrawal, R., Samad, T. and Jabbour, C. (2021), "When technology meets people: The interplay of artificial intelligence and human resource management", Journal of Enterprise Information Management, Vol. 34 No. 5, pp. 1339-1370, doi: 10.1108/JEIM-11-2020-0436.

Rodriguez-Carrillo, M., Perez-Dominguez, L., Lopez, R., Luviano-Cruz, D. and Leon-Castro, E. (2025), "A systematic literature review on multi-criteria decision-making methods", Frontiers in Artificial Intelligence, Vol. 8, doi: 10.3389/frai.2025.1605756.

Salehzadeh, R. and Ziaeian, M. (2024), "Decision making in human resource management: A systematic review of AHP applications", Frontiers in Psychology, Vol. 15, doi: 10.3389/fpsyg.2024.1400772.

Sarah, S., Arif, M. and Kustati, M. (2022), "Bibliometrics analysis in educational research", Al-Ta'lim Journal, Vol. 29 No. 1, pp. 1-12.

Sousa, M., Almeida, M. and Calili, R. (2021), "Multiple criteria decision making for achieving sustainable development goals: A literature review", Sustainability, Vol. 13 No. 8, p. 4129, doi: 10.3390/su13084129.

Usada, S., Erlangga, R., Yahya, R.A., Kayla, N. and Kesuma, M.R. (2025), "Digital business models in the Industry 4.0 era: A bibliometric lens on evolutionary trends and scholarly trajectories", Jejak Digital: Jurnal Ilmiah Multidisiplin, Vol. 2 No. 1, pp. 141-154, doi: 10.63822/mmebf884.

Wibowo, B., Edyanto, C., Satrio, R., Aini, R. and Kesuma, M.R. (2026), "Financial management in the context of globalization: A bibliometric study", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 2 No. 1, pp. 37-51, doi: 10.63822/atc9bc19.

Widaryo, C.M., Henrika, M., Ariswati, L.D., Kesuma, M.R. and Irianto, E.D.O. (2025), "Sustainable financial management practices and firm value: Evidence from environmentally responsible companies in Indonesia", Jurnal Kolaboratif Sains, Vol. 8 No. 12, pp. 7774-7793, doi: 10.56338/jks.v8i12.9520.

Yahya, L., Gracyella, I., Salsabila, R., Widaryo, C.M. and Kesuma, M.R. (2026), "How does finance drive international business evolution? A bibliometric network view", Trending: Jurnal Manajemen Dan Ekonomi, Vol. 4 No. 1, pp. 195-214, doi: 10.30640/trending.v4i1.5692.

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Published

2026-06-20

How to Cite

Group Decision-Making Models in Financial Management: A Bibliometric Analysis. (2026). INOMATEC: Jurnal Inovasi Dan Kajian Multidisipliner Kontemporer , 1(8). https://portalpublikasi.com/index.php/inomatec/article/view/1455

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