Pengambilan Keputusan dalam Kondisi Ketidakpastian : Tinjauan Sistematis atas Pendekatan Risiko dan Probabilitas

Authors

  • Ayu Lestari Universitas Maritim Raja Ali Haji
  • Avo Agnesia Universitas Maritim Raja Ali Haji

DOI:

https://doi.org/10.62383/perspektif.v3i1.941

Keywords:

Decision Making, Expected Utility Theory, Probability, Prospect Theory, Risk

Abstract

Decision-making under uncertainty is a major challenge in management, economics, and public policy, where outcomes cannot be accurately predicted due to limited information and environmental dynamics. This article conducts a systematic literature review of risk and probability approaches to decision-making under uncertainty, focusing on rational theory synthesis (such as expected utility theory, decision tree analysis, and Bayesian decision theory) and behavioral perspectives (prospect theory and heuristics). The review covers reputable literature from the last ten years to the present. The results show that the probabilistic approach provides a strong and adaptive rational framework, but has significant limitations due to cognitive biases such as loss aversion, overconfidence, and ambiguity aversion, which cause deviations from normative rationality. The integration of rational approaches with behavioral elements, through hybrid models, has proven to be more comprehensive and realistic for dealing with true uncertainty (Knightian uncertainty). These findings emphasize the need for a multidimensional decision-making paradigm in organizational and policy practices.

Downloads

Download data is not yet available.

References

Acciarini, C., Brunetta, F., & Boccardelli, P. (2021). Cognitive biases and decision-making strategies in times of change: A systematic literature review. Management Decision, 59(3), 638–652. https://doi.org/10.1108/MD-07-2019-1006

Alen-Savikko, A. (2022). Rational choice: A normative concept (pp. 63–78). https://doi.org/10.4337/9781802204896.00008

Alhajjar, M., Alkaabi, M. A., Almemari, M. M., Alhassani, M. A., Alkaabi, N. K., Alshamsi, S. A., & AlBlooshi, H. H. (2021). A bibliometric analysis of objective and subjective risk. Risks, 9(7), 128. https://doi.org/10.3390/RISKS9070128

Aven, T. (2023). On the gap between theory and practice in defining and understanding risk. Safety Science. https://doi.org/10.1016/j.ssci.2023.106325

Awan, M. A., & Saeed, A. (2022). Decision-making under uncertainty: A systematic review of decision theory approaches. Journal of Decision Systems, 31(2), 114–130. https://doi.org/10.1080/12460125.2022.2075481

Bai, S., Fedulova, I., & Drozdova, Y. (2023). Management decision-making: Multi-criterion assessment of uncertainty. Fìnansovo-Kreditna Dìâlʹnìstʹ: Problemi Teorìï Ta Praktiki. https://doi.org/10.55643/fcaptp.4.51.2023.4066

Blavatskyy, P. R. (2021). A measure of ambiguity (Knightian uncertainty). Theory and Decision, 91(2), 1–19. https://doi.org/10.1007/S11238-020-09798-6

Green, M. T., & Tan, C. S. (2021). Behavioral economics and decision-making: Integrating psychological insights with probabilistic models. Journal of Behavioral Decision Making, 34(4), 388–402. https://doi.org/10.1002/bdm.2235

Keller, A. B., & Tufano, P. (2020). The limitations of classical probability in decision-making: A critical review. Decision Analysis, 17(3), 205–220. https://doi.org/10.1287/deca.2020.0386

Luhmann, C. P., & Singer, T. (2023). Risk perception and decision-making: A behavioral approach to uncertainty. Risk Analysis, 43(1), 65–82. https://doi.org/10.1111/risa.13765

Pathak, S., Dewangan, R. L., & Mohanty, S. N. (2021). Decision making under uncertainty and problem solving. 1–12. https://doi.org/10.1007/978-3-030-66869-3_1

Rizzo, M. J., & Dold, M. F. (2021). Knightian uncertainty: Through a Jamesian window. Cambridge Journal of Economics, 45(5), 967–988. https://doi.org/10.1093/CJE/BEAB011

Uzhga-Rebrov, O., & Kuleshova, G. (2022). Probability weighting in decision-making tasks under risk. Information Technology and Management Science, 25, 49–54. https://doi.org/10.7250/itms-2022-0006

Zhang, Y., & Xu, Z. (2021). An overview of studies based on the probability-based decision-making information: Current developments, methodologies, applications and challenges. International Journal of Fuzzy Systems, 1–22. https://doi.org/10.1007/S40815-021-01148-0

Nobanee, H., Alhajjar, M., Alkaabi, M. A., Almemari, M. M., Alhassani, M. A., Alkaabi, N. K., Alshamsi, S. A., & AlBlooshi, H. H. (2021). A bibliometric analysis of objective and subjective risk. Risks, 9(7), 128. https://doi.org/10.3390/RISKS9070128

Downloads

Published

2026-01-31

How to Cite

Ayu Lestari, & Avo Agnesia. (2026). Pengambilan Keputusan dalam Kondisi Ketidakpastian : Tinjauan Sistematis atas Pendekatan Risiko dan Probabilitas. Perspektif Administrasi Publik Dan Hukum, 3(1), 105–112. https://doi.org/10.62383/perspektif.v3i1.941

Similar Articles

1 2 3 4 > >> 

You may also start an advanced similarity search for this article.