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The time-varying effects of geopolitical risk on mutual fund risk taking

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  • Jie Liu
  • Zhenshan Chen
  • Yinglun Zhu
  • Yangfa Chen
  • Yaoye Huang

Abstract

Based on a time-varying parameter vector autoregression model with stochastic volatility (TVP-VAR-SV), this paper investigates the dynamic effects of geopolitical risk on mutual fund risk taking in China across three-time horizons and at three selected time points. Overall, the impulse responses are time-varying and we find a negative effect of geopolitical risk on mutual fund risk taking until 2015, with the short-term effect being the most pronounced, suggesting that when professional investors such as mutual fund managers are faced with the stock valuation uncertainty due to a geopolitical shock, they choose to reduce market risk exposures. After 2015, the short-term effect begins to diminish and gradually turns positive, which could be explained by the fact that with the increasing abundance and diversification of investment instruments, fund managers have more effective investment tools and more sophisticated trading strategies to hedge against geopolitical risk, rather than reducing market risk exposure. Further, we explore the heterogeneous effects of eight types of geopolitical risk and three types of mutual fund. The results indicate that the effect of geopolitical actions is stronger than that of geopolitical threats, while the effect of narrow geopolitical risk is stronger than that of broad geopolitical risk. Moreover, we find that the response of the risk taking of growth funds to the geopolitical risk is weaker than that of balanced and income funds.

Suggested Citation

  • Jie Liu & Zhenshan Chen & Yinglun Zhu & Yangfa Chen & Yaoye Huang, 2024. "The time-varying effects of geopolitical risk on mutual fund risk taking," PLOS ONE, Public Library of Science, vol. 19(6), pages 1-21, June.
  • Handle: RePEc:plo:pone00:0303766
    DOI: 10.1371/journal.pone.0303766
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    1. Jebabli, Ikram & Arouri, Mohamed & Teulon, Frédéric, 2014. "On the effects of world stock market and oil price shocks on food prices: An empirical investigation based on TVP-VAR models with stochastic volatility," Energy Economics, Elsevier, vol. 45(C), pages 66-98.
    2. He, Zhifang, 2023. "Geopolitical risks and investor sentiment: Causality and TVP-VAR analysis," The North American Journal of Economics and Finance, Elsevier, vol. 67(C).
    3. Apergis, Emmanuel & Apergis, Nicholas, 2016. "The 11/13 Paris terrorist attacks and stock prices: The case of the international defense industry," Finance Research Letters, Elsevier, vol. 17(C), pages 186-192.
    4. Elie Bouri & Riza Demirer & Rangan Gupta & Hardik A. Marfatia, 2019. "Geopolitical Risks and Movements in Islamic Bond and Equity Markets: A Note," Defence and Peace Economics, Taylor & Francis Journals, vol. 30(3), pages 367-379, April.
    5. Rao, Sandeep & Koirala, Santosh & Aldhawyan, Sulaiman & Corbet, Shaen, 2023. "Geopolitical risk and M&A: The role of national governance institutions," Economics Letters, Elsevier, vol. 225(C).
    6. Kirchler, Erich & Maciejovsky, Boris, 2002. "Simultaneous Over- and Underconfidence: Evidence from Experimental Asset Markets," Journal of Risk and Uncertainty, Springer, vol. 25(1), pages 65-85, July.
    7. Park, Cheolbeom & Park, Suyeon, 2020. "Rare disaster risk and exchange rates: An empirical investigation of South Korean exchange rates under tension between the two Koreas," Finance Research Letters, Elsevier, vol. 36(C).
    8. Christos Bouras & Christina Christou & Rangan Gupta & Tahir Suleman, 2020. "Geopolitical Risks, Returns, and Volatility in Emerging Stock Markets: Evidence from a Panel GARCH Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(8), pages 1841-1856, July.
    9. Jouchi Nakajima, 2011. "Time-Varying Parameter VAR Model with Stochastic Volatility: An Overview of Methodology and Empirical Applications," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 29, pages 107-142, November.
    10. 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.
    11. Lee, Kiryoung, 2023. "Geopolitical risk and household stock market participation," Finance Research Letters, Elsevier, vol. 51(C).
    12. Linlin Ma & Yuehua Tang, 2019. "Portfolio Manager Ownership and Mutual Fund Risk Taking," Management Science, INFORMS, vol. 65(12), pages 5518-5534, December.
    13. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    14. Judith Chevalier & Glenn Ellison, 1999. "Career Concerns of Mutual Fund Managers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 389-432.
    15. Alam, Ahmed W. & Houston, Reza & Farjana, Ashupta, 2023. "Geopolitical risk and corporate investment: How do politically connected firms respond?," Finance Research Letters, Elsevier, vol. 53(C).
    16. Wang, Yihan & Bouri, Elie & Fareed, Zeeshan & Dai, Yuhui, 2022. "Geopolitical risk and the systemic risk in the commodity markets under the war in Ukraine," Finance Research Letters, Elsevier, vol. 49(C).
    17. Zhou, Mei-Jing & Huang, Jian-Bai & Chen, Jin-Yu, 2020. "The effects of geopolitical risks on the stock dynamics of China's rare metals: A TVP-VAR analysis," Resources Policy, Elsevier, vol. 68(C).
    18. Bussy, Adrien & Zheng, Huanhuan, 2023. "Responses of FDI to geopolitical risks: The role of governance, information, and technology," International Business Review, Elsevier, vol. 32(4).
    19. Gottesman, Aron A. & Morey, Matthew R., 2006. "Manager education and mutual fund performance," Journal of Empirical Finance, Elsevier, vol. 13(2), pages 145-182, March.
    20. Rui Chen & Zhennan Gao & Xueyong Zhang & Min Zhu, 2018. "Mutual Fund Managers’ Prior Work Experience and Their Investment Skill," Financial Management, Financial Management Association International, vol. 47(1), pages 3-24, March.
    21. Balcilar, Mehmet & Bonato, Matteo & Demirer, Riza & Gupta, Rangan, 2018. "Geopolitical risks and stock market dynamics of the BRICS," Economic Systems, Elsevier, vol. 42(2), pages 295-306.
    22. Zhang, Zhikai & He, Mengxi & Zhang, Yaojie & Wang, Yudong, 2022. "Geopolitical risk trends and crude oil price predictability," Energy, Elsevier, vol. 258(C).
    23. Alqahtani, Abdullah & Bouri, Elie & Vo, Xuan Vinh, 2020. "Predictability of GCC stock returns: The role of geopolitical risk and crude oil returns," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 239-249.
    24. Tiwari, Aviral Kumar & Jana, R.K. & Roubaud, David, 2019. "The policy uncertainty and market volatility puzzle: Evidence from wavelet analysis," Finance Research Letters, Elsevier, vol. 31(C).
    25. Fiorillo, Paolo & Meles, Antonio & Pellegrino, Luigi Raffaele & Verdoliva, Vincenzo, 2023. "Geopolitical risk and stock liquidity," Finance Research Letters, Elsevier, vol. 54(C).
    26. Luo, Deming & Jiang, Sainan & Yao, Zhongwei, 2023. "Economic policy uncertainty and mutual fund risk shifting," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    27. Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-1041.
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