Behavioral aspects of investment decision-making under uncertainty: analysis through the lens of prospect theory
Pozhuiev D.,
student,
ORCID https://orcid.org/0009-0003-0763-8808
e-mail: xetyzzsr@gmail.com
National University “Zaporizhzhya Polytechnics”, Zaporizhzhya
Citation Format
Pozhuiev, D. (2026). Behavioral aspects of investment decision-making under uncertainty: analysis through the lens of prospect theory. Vіsnyk ekonomіchnoі nauky Ukraіny, 1(50), 201-209. https://doi.org/10.37405/3041-1629.2026.1(50).201-209
Language
Ukrainian
Resume
This study provides an expanded and integrative analysis of behavioral determinants of investment decision-making under conditions of uncertainty, grounded in the conceptual framework of Kahneman and Tversky’s prospect theory. The research systematizes the evolution of behavioral finance from its foundational assumptions to contemporary empirical developments, emphasizing the transition from expected utility theory to cumulative prospect theory (CPT). Particular attention is devoted to the formal structure of CPT, including the S-shaped value function, asymmetric loss aversion, nonlinear probability weighting, and the endogenous formation of reference points that shape investor perception of gains and losses.
The paper identifies and classifies core cognitive biases influencing financial behavior—loss aversion, the disposition effect, overconfidence, anchoring, herding behavior, and mental accounting—demonstrating their systemic interaction within real-world market environments. Drawing on empirical findings, the study explains major market anomalies through the prism of prospect theory, including the equity premium puzzle, momentum and reversal patterns, excess volatility, and speculative bubble formation.
Recent international evidence (2019–2025) is critically synthesized, including large-scale cross-country replications of prospect theory confirming the robustness of its predictions, behavioral distortions observed during the COVID-19 crisis, bias amplification in cryptocurrency markets, and insights from neurofinance regarding neural correlates of risk perception. A distinct contribution of the article lies in incorporating the Ukrainian context, analyzing investor reactions under martial law, heightened macroeconomic instability, and structural market transformation.
The study develops practical implications focused on debiasing mechanisms, behavioral nudging, AI-driven decision-support tools, and institutional design aimed at enhancing financial resilience. The results contribute to a deeper theoretical understanding of bounded rationality and provide applied recommendations for improving the quality of investment decisions in turbulent economic systems.
Keywords
behavioral finance, prospect theory, loss aversion, cognitive biases, disposition effect, investment decisions, uncertainty.
Referensces
- Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383-417. https://doi.org/10.2307/2325486
- Tversky, A., & Kahneman, D. (1974). Judgment under Uncertainty: Heuristics and Biases. Science, 185(4157), 1124–1131. https://doi.org/10.1126/science.185.4157.1124
- Kahneman, D., & Tversky, A. (1979). Prospect Theory: An Analysis of Decision under Risk. Econometrica, 47(2), 263–291. https://doi.org/10.2307/1914185
- Thaler, R. H. (1985). Mental Accounting and Consumer Choice. Marketing Science, 4(3), 199–214. https://doi.org/10.1287/mksc.4.3.199
- Shiller, R. J. (1981). Do Stock Prices Move Too Much to Be Justified by Subsequent Changes in Dividends? American Economic Review, 71, 421–436. https://www.aeaweb.org/aer/top20/71.3.421-436.pdf
- Shiller, R. J. (2000). Irrational Exuberance. Princeton: Princeton University Press.
- Shefrin, H., & Statman, M. (1989). The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence. The Journal of Finance, 40(3), 777–790. https://doi.org/10.1111/j.1540-6261.1985.tb05002.x
- Odean, T. (1998). Are Investors Reluctant to Realize Their Losses? The Journal of Finance, 53(5), 1775–1798. https://doi.org/10.1111/0022-1082.00072
- Barber, B. M., & Odean, T. (2000). Trading is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors. The Journal of Finance, 55(2), 773–806. https://doi.org/10.1111/0022-1082.00226
- Barber, B. M., & Odean, T. (2001). Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment. The Quarterly Journal of Economics, 116(1), 261–292. https://doi.org/10.1162/003355301556400
- De Bondt, W. F. M., & Thaler, R. (1985). Does the Stock Market Overreact? The Journal of Finance, 40(3), 793–805. https://doi.org/10.2307/2327804
- Jegadeesh, N., & Titman, S. (1993). Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency. The Journal of Finance, 48(1), 65–91. https://doi.org/10.1111/j.1540-6261.1993.tb04702.x
- Ruggeri, K., Ali, S., Berge, M. L., & oth. (2020). Replicating patterns of prospect theory for decision under risk. Nature Human Behaviour, 4, 622–633. https://doi.org/10.1038/s41562-020-0886-x
- Barberis, N., Jin, L., & Wang, B. (2021). Prospect Theory and Stock Market Anomalies. The Journal of Finance, 76(5), 2639–2687. https://doi.org/10.1111/jofi.13061
- Frydman, C., & Camerer, C. (2016). The Psychology and Neuroscience of Financial Decision Making. Trends in Cognitive Sciences, 20(9), 661–675. https://doi.org/10.1016/j.tics.2016.07.003
- Frydman, C., & Jin, L. (2022). Efficient Coding and Risky Choice. The Quarterly Journal of Economics, 137(1), 161–213. https://doi.org/10.1093/qje/qjab031
- Illiashenko, P. (2017). Behavioral Finance: History and Foundations. Visnyk of the National Bank of Ukraine, 239, 28-54. https://doi.org/10.26531/vnbu2017.239.028
- Illiashenko, P. (2017). Behavioral Finance: Household Investment and Borrowing Decisions. Visnyk of the National Bank of Ukraine, 242, 28–48. https://doi.org/10.26531/vnbu2017.242.015
- Paientko, T. (2015, May 14-16). Behavioral Aspects of Financial Anomalies in Ukraine. Proceedings of the ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer 2015 (214–224). Lviv Polytechnic National University. https://ceur-ws.org/Vol-1356/paper_106.pdf
- Kharabara, V., Greshko, R., & Tretyakova, O. (2021). Behavioral Finance: Essence and Basic Theoretical Blocks. Efektyvna ekonomika, 4. https://doi.org/10.32702/2307-2105-2021.4.105 [in Ukrainian].
- Kizyma, T., Lobodina, Z., Horyn, V., & Kizyma, A. (2022). Behavioral Finance as a Methodological Concept of Public Finance Research in Ukraine. World of finance, 4(73), 8–21. https://doi.org/10.35774/sf2022.04.008 [in Ukrainian].
- Sholudko, O., & Hrytsyna, O. (2025). Behavioural Aspects of Using Financial Products in Agriculture Through Design Thinking. Bulletin of Lviv National Environmental University. Series “AIC Economics”, 32, 30–37. https://doi.org/10.31734/economics2025.32.030 [in Ukrainian].
- Tversky, A., & Kahneman, D. (1992). Advances in Prospect Theory: Cumulative Representation of Uncertainty. Journal of Risk and Uncertainty, 5, 297–323. https://doi.org/10.1007/BF00122574
- Benartzi, S., & Thaler, R. H. (1995). Myopic Loss Aversion and the Equity Premium Puzzle. The Quarterly Journal of Economics, 110(1), 73–92. https://doi.org/10.2307/2118511
- Gneezy, U., & Potters, J. (1997). An Experiment on Risk Taking and Evaluation Periods. The Quarterly Journal of Economics, 112(2), 631–645. https://doi.org/10.1162/003355397555217
- Barberis, N., Shleifer, A., & Vishny, R. A (1998). Model of Investor Sentiment. The Journal of Financial Economics, 49(3), 307–343. https://doi.org/10.1016/S0304-405X(98)00027-0
- Barberis, N., Huang, M., & Santos, T. (2001). Prospect Theory and Asset Prices. The Quarterly Journal of Economics, 116(1), 1–53. https://doi.org/10.1162/003355301556310
- Brown, A. L., Imai, T., Vieider, F. M., & Camerer, C. F. (2024). Meta-analysis of Empirical Estimates of Loss Aversion. Journal of Economic Literature, 62(2), 485–516. https://doi.org/10.1257/jel.20221698
- Walasek, L., Mullett, T. L., & Stewart, N. (2024). A Meta-analysis of Loss Aversion in Risky Contexts. Journal of Economic Psychology, 103, 102740. https://doi.org/10.1016/j.joep.2024.102740
- Ortmann, R., Pelster, M., & Wengerek, S. T. (2020). COVID-19 and Investor Behavior. Finance Research Letters, 37, 101717. https://doi.org/10.1016/j.frl.2020.101717
- Yuan, Y., Wang, H., & Jin, X. (2022). Pandemic-driven Financial Contagion and Investor Behavior: Evidence from the COVID-19. International Review of Financial Analysis, 83, 102315. https://doi.org/10.1016/j.irfa.2022.102315
- Yadav, M. (2024). Behavioral Biases of Cryptocurrency Investors: A Prospect Theory Model to Explain Cryptocurrency Returns. Review of Behavioral Finance, 16(4), 643–667. https://doi.org/10.1108/RBF-07-2023-0172
- Kaur, M., Jain, J., & Sood, K. (2024). “All are Investing in Crypto, I Fear of Being Missed Out”: Examining the Influence of Herding, Loss Aversion, and Overconfidence in the Cryptocurrency Market with the Mediating Effect of FOMO. Quality & Quantity, 58, 2237–2263. https://doi.org/10.1007/s11135-023-01739-z
- Bayramoğlu, G., & Öztürk, O. (2025). Systematic and Bibliometric Review of Neuroeconomics and Neurofinance Research: Current Status, Thematic Trends, and Future Directions. Journal of Economic Surveys, 39(5), 1883–1906. https://doi.org/10.1111/joes.12676
- Danyliuk, T., & Dmytruk, A. (2025). Organizational Design and Behavioral Determinants of Investment Decisions. Economic Journal of Lesya Ukrainka Volyn National University, 4(44), 222–230. https://doi.org/10.29038/2786-4618-2025-04-222-230 [in Ukrainian].
- Kendzia, M. J., & Lemke, J. (2025, September 16). Investment Didactics: Educating Investors to Overcome Biases in Decision-Making. SSRN Working Paper. https://ssrn.com/abstract=5498599
- Madrian, B. C., & Shea, D. F. (2001). The Power of Suggestion: Inertia in 401(k) Participation and Savings Behavior. The Quarterly Journal of Economics, 116(4), 1149–1187. https://doi.org/10.1162/003355301753265543
- Samuelson, W., & Zeckhauser, R. (1988). Status Quo Bias in Decision Making. Journal of Risk and Uncertainty, 1, 7–59. https://doi.org/10.1007/BF00055564
- Lakonishok, J., Shleifer, A., & Vishny, R. W. (1992). The Impact of Institutional Trading on Stock Prices. Journal of Financial Economics, 32(1), 23–43. https://doi.org/10.1016/0304-405X(92)90023-Q
- Thaler, R. H. (1999). Mental Accounting Matters. Journal of Behavioral Decision Making, 12(3), 183–206. https://doi.org/10.1002/(SICI)1099-0771(199909)12:3<183::AID-BDM318>3.0.CO;2-F
Full Text (.pdf)
Received: 20.01.2026
Accepted: 05.03.2026
Published: 29.05.2026