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Dynamic portfolio strategy by loss-averse fund managers facing performance-induced fund flows

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  • Sheng, Jiliang
  • Xu, Si
  • An, Yunbi
  • Yang, Jun

Abstract

In a continuous-time framework, we establish an optimal dynamic portfolio strategy for a loss-averse fund manager facing performance-induced fund flows. Using the martingale approach, we derive closed-form solutions to both the optimal terminal value and optimal dynamic strategy of the fund under management. The model shows that the loss-averse manager strives to earn high returns in good market conditions at the risk of losing all investments at the terminal date in bad market conditions. The prospect of higher fund inflows induced by superior performance motivates fund managers to take more aggressive investment strategies, increasing the fund's risk exposure, whereas the prospect of fund outflows due to underperformance has no impact on the fund manager's investment decision. While the prospect of higher fund inflows increases dynamic optimal wealth as well as optimal terminal wealth in good market conditions, in bad market conditions, it reduces dynamic optimal wealth and results in a higher chance of a complete loss at the terminal date. Finally, a manager with a higher degree of loss aversion tends to take a conservative investment strategy with a lower risk exposure especially in bad market conditions, leading to a lower dynamic and terminal wealth in good market conditions and also a lower chance of a complete loss in bad market conditions.

Suggested Citation

  • Sheng, Jiliang & Xu, Si & An, Yunbi & Yang, Jun, 2021. "Dynamic portfolio strategy by loss-averse fund managers facing performance-induced fund flows," International Review of Financial Analysis, Elsevier, vol. 73(C).
  • Handle: RePEc:eee:finana:v:73:y:2021:i:c:s1057521920302520
    DOI: 10.1016/j.irfa.2020.101609
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    as
    1. Jongha Lim & Berk A. Sensoy & Michael S. Weisbach, 2016. "Indirect Incentives of Hedge Fund Managers," Journal of Finance, American Finance Association, vol. 71(2), pages 871-918, April.
    2. Kouwenberg, Roy & Ziemba, William T., 2007. "Incentives and risk taking in hedge funds," Journal of Banking & Finance, Elsevier, vol. 31(11), pages 3291-3310, November.
    3. Bernard Dumas & Karen K. Lewis & Emilio Osambela, 2017. "Differences of Opinion and International Equity Markets," The Review of Financial Studies, Society for Financial Studies, vol. 30(3), pages 750-800.
    4. Admati, Anat R & Pfleiderer, Paul, 1997. "Does It All Add Up? Benchmarks and the Compensation of Active Portfolio Managers," The Journal of Business, University of Chicago Press, vol. 70(3), pages 323-350, July.
    5. Amos Tversky & Daniel Kahneman, 1991. "Loss Aversion in Riskless Choice: A Reference-Dependent Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 1039-1061.
    6. Arjan B. Berkelaar & Roy Kouwenberg & Thierry Post, 2004. "Optimal Portfolio Choice under Loss Aversion," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 973-987, November.
    7. Chevalier, Judith & Ellison, Glenn, 1997. "Risk Taking by Mutual Funds as a Response to Incentives," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1167-1200, December.
    8. Suleyman Basak & Anna Pavlova & Alexander Shapiro, 2007. "Optimal Asset Allocation and Risk Shifting in Money Management," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1583-1621, 2007 21.
    9. Basak, Suleyman & Pavlova, Anna & Shapiro, Alexander, 2008. "Offsetting the implicit incentives: Benefits of benchmarking in money management," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1883-1893, September.
    10. Erik R. Sirri & Peter Tufano, 1998. "Costly Search and Mutual Fund Flows," Journal of Finance, American Finance Association, vol. 53(5), pages 1589-1622, October.
    11. Ping Hu & Jayant R. Kale & Marco Pagani & Ajay Subramanian, 2011. "Fund Flows, Performance, Managerial Career Concerns, and Risk Taking," Management Science, INFORMS, vol. 57(4), pages 628-646, April.
    12. Yu, Jialin, 2011. "Disagreement and return predictability of stock portfolios," Journal of Financial Economics, Elsevier, vol. 99(1), pages 162-183, January.
    13. Xue Dong He & Xun Yu Zhou, 2011. "Portfolio Choice Under Cumulative Prospect Theory: An Analytical Treatment," Management Science, INFORMS, vol. 57(2), pages 315-331, February.
    14. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    15. Xue Dong He & Steven Kou, 2018. "Profit Sharing In Hedge Funds," Mathematical Finance, Wiley Blackwell, vol. 28(1), pages 50-81, January.
    16. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    17. Jung Hoon Lee & Charles Trzcinka & Shyam Venkatesan, 2019. "Do Portfolio Manager Contracts Contract Portfolio Management?," Journal of Finance, American Finance Association, vol. 74(5), pages 2543-2577, October.
    18. Hlouskova, Jaroslava & Fortin, Ines & Tsigaris, Panagiotis, 2017. "The consumption–investment decision of a prospect theory household: A two-period model," Journal of Mathematical Economics, Elsevier, vol. 70(C), pages 74-89.
    19. Spiegel, Matthew & Zhang, Hong, 2013. "Mutual fund risk and market share-adjusted fund flows," Journal of Financial Economics, Elsevier, vol. 108(2), pages 506-528.
    20. Jennifer Huang & Clemens Sialm & Hanjiang Zhang, 2011. "Risk Shifting and Mutual Fund Performance," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2575-2616.
    21. Marco Nicolosi & Flavio Angelini & Stefano Herzel, 2018. "Portfolio management with benchmark related incentives under mean reverting processes," Annals of Operations Research, Springer, vol. 266(1), pages 373-394, July.
    22. Edwin Neave & Jun Yang, 2009. "Disaggregating marketplace attitudes toward risk: a contingent-claim-based model," Applied Financial Economics, Taylor & Francis Journals, vol. 19(9), pages 719-733.
    23. Stoughton, Neal M, 1993. "Moral Hazard and the Portfolio Management Problem," Journal of Finance, American Finance Association, vol. 48(5), pages 2009-2028, December.
    24. Cox, John C. & Huang, Chi-fu, 1989. "Optimal consumption and portfolio policies when asset prices follow a diffusion process," Journal of Economic Theory, Elsevier, vol. 49(1), pages 33-83, October.
    25. Curatola, Giuliano, 2017. "Optimal portfolio choice with loss aversion over consumption," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 345-358.
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    1. Lai, Chong, 2022. "Investment dynamics of fund managers under evolutionary games," International Review of Financial Analysis, Elsevier, vol. 82(C).

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