Bibliometric Analysis of Decision-Making Models in The Context of Bounded Rationality
DOI:
https://doi.org/10.63822/z6ngcf43Keywords:
Bounded Rationality, decision making , financial management, bibliometric analysis, behavior finance, artificial intelligenceAbstract
This study maps the intellectual landscape of decision-making models within the bounded rationality framework, specifically as it applies to financial management research. A systematic bibliometric analysis was conducted on publications retrieved from Scopus and Web of Science, covering the period from the 2000 to 2026 and analyzed using VOSviewer software.Publication trends exhibit a fluctuating yet upward trajectory concentrated in the most recent period, while inter-author and inter-country collaboration networks remain underdeveloped. Keyword co-occurrence analysis identifies bounded rationality as the conceptual core of the field, with visible thematic evolution from formal decision theory toward behavioral finance and artificial intelligence integration.Financial practitioners and policymakers should incorporate behavioral and cognitive constraints into decision-support frameworks, particularly in investment and risk management contexts.This paper contributes a systematic cartography of bounded rationality scholarship in financial management, identifying understudied themes and open directions for future research.
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References
Adelia, A., Rahman, M. H., Muthahari, M. W., Pramisya, F. L., Ariswati, L. D. and Kesuma, M. R. (2025), "Navigating digital business performance: A bibliometric exploration and integrated evaluation framework", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 1 No. 4, pp. 3222-3236, doi: 10.63822/yxfn4k21
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
Angerer, M., Hanke, M., Shakina, E. and Szymczak, W. (2025), "The Effect of Different Saving Mechanisms in Pension Saving Behavior: Evidence from a Life-Cycle Experiment", Journal of Risk and Financial Management, Vol. 18 No. 5, pp. 1-27, doi: 10.3390/jrfm18050240
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
Faccia, A., Petratos, P. and Manni, F. (2025), "The Illusion of Control: How Knowledge and Expertise Misclassify Uncertainty as Risk", Risks, Vol. 13 No. 10, doi: 10.3390/risks13100188
Fadhilah, R. N. (2025), "Bibliometric Mapping of Financial Management Research: Trends, Themes, and Future Directions", International Journal of Education, Social Studies, and Management, Vol. 5 No. 2, pp. 1334-1346
Giarlotta, A. and Petralia, A. (2024), "Simon's Bounded Rationality", Decisions in Economics and Finance, Vol. 47 No. 1, pp. 327-346, doi: 10.1007/s10203-024-00436-2
Gottwald, S. and Braun, D. A. (2019), "Bounded Rational Decision-Making from Elementary Computations That Reduce Uncertainty", Entropy, Vol. 21 No. 4, doi: 10.3390/e21040375
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
Jordao, A. R., Costa, R., Dias, A. L., Pereira, L. and Santos, J. P. (2020), "Bounded Rationality in Decision Making: An Analysis of The Decision-Making Biases", Business: Theory and Practice, Vol. 21 No. 2, pp. 654-665, doi: 10.3846/btp.2020.11154
Kahneman, D. and Tversky, A. (1979), "Prospect Theory: An Analysis of Decision Under Risk", Econometrica, Vol. 47 No. 2, pp. 263-292, doi: 10.2307/1914185
Kirby, A. (2023), "Exploratory Bibliometrics: Using VOSviewer as a Preliminary Research Tool", Publications, Vol. 11 No. 10, pp. 1-14, doi: 10.3390/publications11010010
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
Li, Y., Soh, K. L., Jing, X. J., Wei, L., Durai, R. R. and Soh, K. G. (2025), "Bibliometric Analysis of Resilience in Stroke from 2000 to 2024 using CiteSpace and VOSviewer", Frontiers in Psychology, pp. 1-15, doi: 10.3389/fpsyg.2025.1452249
Martins, J., Goncalves, R. and Branco, F. (2024), "A bibliometric Analysis and Visualization of E-Learning Adoption Using VOSviewer", Universal Access in the Information Society, Vol. 23, pp. 1177-1191, doi: 10.1007/s10209-022-00953-0
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
Ozturk, O., Kocaman, R. and Kanbach, D. K. (2024), "How to Design Bibliometric Research: An Overview and a Framework Proposal", Review of Managerial Science, Vol. 18 No. 11, pp. 3333-3361, doi: 10.1007/s11846-024-00738-0
Passas, I. (2024), "Bibliometric Analysis: The Main Steps", Encyclopedia, Vol. 4, pp. 1014-1025, doi: 10.3390/encyclopedia4020065
Rafasya, D. K., Limbong, J. A., Farich, S. N., Nakhat, S. S. R., Widaryo, C. M. and Kesuma, M. R. (2026), "Technology adoption in SMEs: Unraveling bibliometric patterns and public policy influences", Jejak Digital: Jurnal Ilmiah Multidisiplin, Vol. 2 No. 1, pp. 86-99, doi: 10.63822/gzytfc30
Rizani, A., Rasyad, R. Z., Budiarti, L. and Sulistyawati, U. S. (2023), "Analysis of Financial Decision-Making with a Behavioral Economics Approach: Perspectives on Capital Market Investors", International Journal of Management Science and Information Technology, Vol. 3 No. 2, pp. 205-216, doi: 10.35870/ijmsit.v3i2.1471
Salem, A. M., Eyupoglu, S. Z. and Ma'aitah, M. K. (2024), "The Influence of Machine Learning on Enhancing Rational Decision-Making and Trust Levels in e-Government", Systems, Vol. 12 No. 9, doi: 10.3390/systems12090373
Samita, G. R., Wisesa, W., Setiawan, E. D. and Hidayat, R. (2025), "Integrasi Artificial Intelligence dan Teori Bounded Rationality dalam Mengatasi Ketidakpastian Pengambilan Keputusan Bisnis di Era Big Data", Jurnal Bisnis Dan Komunikasi Digital, Vol. 2 No. 2, pp. 1-12
Simangunsong, A. P. B., Feryanto, F., Halomoan Sinaga, T., Henrika, M. and Kesuma, M. R. (2026), "Who Decides the Household Budget? Bibliometric Insights into Intrahousehold Dynamics", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 2 No. 1, pp. 122-135, doi: 10.63822/3b4dvz96
Surya, A. P., Kolompoy, B. E. Y., Khairunnisa, S. A., Liszt, C. I. K., Aini, R. N. and Kesuma, M. R. (2025), "Digital leadership in organizational transformation: Bibliometric insights and strategic implications", Ekopedia: Jurnal Ilmiah Ekonomi, Vol. 1 No. 4, pp. 3245-3259, doi: 10.63822/wy5jyh66
Suryantari, E. P., Wiagustini, N. L. P., Sudana, I. P. and Rasmini, N. K. (2024), "When Bounded Rationality Done in The Sustainability of Family Financial Planning", Tec Empresarial, Vol. 19 No. 1, pp. 407-420, doi: 10.1229/tecempresarialjournal.v19i1.417
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
Wu, X. and Xiao, H. (2022), "A Boundedly Rational Decision-Making Model Based on Weakly Consistent Preference Relations", Symmetry, Vol. 14 No. 5, doi: 10.3390/sym14050918
Xu, H., Gao, Y., Xiao, Q., Li, N., Chu, Y., Li, X., Tang, W. and Liu, X. (2024), "Bounded Rationality in Study Time Allocation: Evidence Based on Risky Choice Framing Effects", Behavioral Sciences, Vol. 14 No. 11, doi: 10.3390/bs14111091
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
Zhao, Z., Hu, B., Xu, K., Jiang, Y., Xu, X. and Liu, Y. (2024), "A Quantitative Analysis of Artificial Intelligence Research in Cervical Cancer: a Bibliometric Approach Utilizing CiteSpace and VOSviewer", Frontiers in Oncology, Vol. 14, pp. 1-17, doi: 10.3389/fonc.2024.1431142
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Copyright (c) 2026 Ananda Lydia Putri Salwa, Kaisar Khoirul Alwan, Muhammad Rizqullah, Risna Lulu'ul Maknun, Sabrina Perlita, Margareth Henrika, Muhammad Ramadhani Kesuma (Author)

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