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研究生: 熊庭儀
Hsiung, Ting-Yi
論文名稱: 主動型 ETF 經理人之競賽誘因與風險承擔行為
Tournament Incentives and Risk-Taking Behavior of Active ETF Managers
指導教授: 陳鴻毅
口試委員: 黃嘉威
邱健嘉
何柏欣
林智勇
顏汝芳
學位類別: 碩士
Master
系所名稱: 商學院 - 財務管理學系
Department of Finance
論文出版年: 2027
畢業學年度: 115
語文別: 英文
論文頁數: 75
中文關鍵詞: 主動型 ETF競賽誘因風險承擔行為中期績效評比
外文關鍵詞: Active ETF, Tournament Incentives, Risk-Taking Behavior, Interim Performance Evaluation
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  • 本研究探討美國股票型主動型 ETF 經理人在中期績效落後,是否會提高同年度後續期間之風險。本文以主動型 ETF 年初之累積報酬衡量中期績效,並以中期評估後與評估前之報酬波動度比率衡量風險調整行為。實證結果顯示,競賽誘因存在於主動型 ETF 市場,中期績效較差的主動型 ETF 後續風險調整比率較高,且此現象主要集中於 4 月至6 月,進入下半年後則明顯減弱。進一步分析發現,COVID-19 期間此關係在高度市場不確定性下變得較不明顯;新主動型ETF 與小型主動型 ETF 在落後時則更傾向提高風險,不同投資策略類別亦呈現異質性。整體而言,主動型 ETF 所承擔之風險會受到經理人之相對績效壓力、市場環境與基金特性所影響。


    This study examines whether managers of U.S. equity-based active ETFs increase risk in the subsequent period of the same year after experiencing weak interim performance. Interim performance is measured by the cumulative return from the beginning of the year, while risk adjustment behavior is measured by the ratio of return volatility after the interim evaluation period to return volatility before the evaluation period. The empirical results show that tournament incentives exist in the active ETF market. Active ETFs with weaker interim performance tend to exhibit higher subsequent risk adjustment ratios, and this pattern is mainly concentrated from April to June, becoming less evident in the second half of the year. Further analysis shows that this relationship becomes less pronounced during the COVID-19 period under heightened market uncertainty. New active ETFs and small active ETFs are more likely to increase risk after underperformance, and risk adjustment behavior also varies across investment strategy categories. Overall, the risk-taking behavior of active ETF managers is influenced by relative performance pressure, market conditions, and fund characteristics.

    1. Introduction 1
    2. Literature Review 6
    2.1 Fund Performance and Risk-Taking Behavior 6
    2.2 Market Conditions and Risk-Taking Behavior 9
    2.3 Fund Age, Fund Size and Risk-Taking Behavior 11
    2.4 Investment Strategy and Risk-Taking Behavior 14
    3. Data and Methodology 16
    3.1 Data and Sample Selection 16
    3.2 Variable Definitions 18
    3.3 Definition of Winner, Loser, and Risk Adjustment Ratio 22
    3.4 Empirical Models 24
    4. Empirical Results 25
    4.1 Summary Statistics 25
    4.2 Interim Performance and Risk-Taking Behavior 28
    4.3 Market Conditions and Risk-Taking Behavior 33
    4.4 Fund Age and Risk-Taking Behavior 36
    4.5 Fund Size and Risk-Taking Behavior 39
    4.6 Investment Strategy and Risk-Taking Behavior 42
    5. Conclusion and Future Research 44
    5.1 Conclusion 44
    5.2 Future Research 47
    References 49
    Appendix 71

    1. Brown, K. C., Harlow, W. V., and Starks, L. T., 1996. Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry. The Journal of Finance, 51, 85-110.
    2. Brovet, T., 2026. Morningstar’s Guide to Active ETFs. Morningstar. https://www.morningstar.com/funds/morningstars-guide-active-etfs-2.
    3. Chen, J., Hughson, E., and Stoughton, N., 2025. Strategic Mutual Fund Tournaments. The Journal of Financial and Quantitative Analysis, 60, 3344-3379.
    4. Chevalier, J., and Ellison, G., 1997. Risk Taking by Mutual Funds as a Response to Incentives. The Journal of Political Economy, 105, 1167-1200
    5. Chrétien, S., Coggins, F., and Deslauriers, C., 2025. Tournament Effects in Equity Mutual Funds: Impact of Economic Conditions and Investment Styles. The Journal of Financial Research, 49, 286-325.
    6. Huang, J., Sialm, C., and Zhang, H., 2011. Risk Shifting and Mutual Fund Performance. The Review of Financial Studies, 24, 2575–2616.
    7. Kempf, A., Ruenzi, S., and Thiele, T., 2008. Employment Risk, Compensation Incentives and Managerial Risk Taking: Evidence from The Mutual Fund Industry. The Journal of Financial Economics, 92, 92-108.
    8. Li, X., Low, A., & Makhija, A. K. (2017). Career concerns and the busy life of the young CEO. Journal of Corporate Finance, 47, 88–109.
    9. Li, C. W., Tiwari, A., and Tong, L., 2022. Mutual Fund Tournaments and Fund Active Share. The Journal of Financial Stability, 63, 101083.
    10. Luo, D., Jiang, S., and Yao, Z., 2023. Economic Policy Uncertainty and Mutual Fund Risk Shifting. The Pacific-Basin Finance Journal, 77, 101921.
    11. Mirza, N., Naqvi, B., Rahat, B., and Rizvi, S. K. A., 2020. Price Reaction, Volatility Timing and Funds’ Performance During Covid-19. The Finance Research Letters, 36, 101657.
    12. Welch, S., 2026. Active ETFs: 9 Charts on a Record Year. Morningstar. https://www.morningstar.com/funds/active-etfs-9-charts-record-year.
    13. Welch, S., 2026. Why Some Active ETFs Fail in 9 Charts. Morningstar. https://www.morningstar.com/funds/why-some-active-etfs-fail-9-charts.

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