IDEAS home Printed from https://ideas.repec.org/a/pal/risman/v19y2017i2d10.1057_s41283-017-0015-y.html
   My bibliography  Save this article

The turn-of-the-year effect in mutual fund flows

Author

Listed:
  • Hyung-Suk Choi

    (Ewha Womans University)

  • Doojin Ryu

    (Sungkyunkwan University)

  • Sangik Seok

    (Korea Advanced Institute of Science and Technology)

Abstract

The seasonal regularity in cash flows to mutual funds remains a puzzle. In line with Choi (J Appl Bus Res 31(2):715–726, 2015), who observes the seasonality in cash flows in the U.S. domestic mutual fund industry, we find that the month of January is characterized by the highest net flows, and December, the lowest. Considering that mutual fund traders usually implement their investment decisions during the turn-of-the-year period, this study investigates the potential causes of this seasonal regularity. The seasonal component of investors’ asset-allocation decisions is not associated with the seasonal variations in personal income growth and consumption growth. Instead, the tax treatment of the distribution from mutual funds is likely to drive this seasonal pattern. We also find strong evidence that past performance affects the seasonality in the cash flows of equity funds. The “January effect” in the inflow to mutual funds is stronger for the funds with higher past performance. Interestingly, investors are not sensitive to the past performance when they buy style funds, but they sell the funds with poorly performed styles at the turn of the year.

Suggested Citation

  • Hyung-Suk Choi & Doojin Ryu & Sangik Seok, 2017. "The turn-of-the-year effect in mutual fund flows," Risk Management, Palgrave Macmillan, vol. 19(2), pages 131-157, May.
  • Handle: RePEc:pal:risman:v:19:y:2017:i:2:d:10.1057_s41283-017-0015-y
    DOI: 10.1057/s41283-017-0015-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41283-017-0015-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1057/s41283-017-0015-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Khorana, Ajay & Servaes, Henri, 1999. "The Determinants of Mutual Fund Starts," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1043-1074.
    2. Reinganum, Marc R., 1983. "The anomalous stock market behavior of small firms in January : Empirical tests for tax-loss selling effects," Journal of Financial Economics, Elsevier, vol. 12(1), pages 89-104, June.
    3. Ippolito, Richard A, 1992. "Consumer Reaction to Measures of Poor Quality: Evidence from the Mutual Fund Industry," Journal of Law and Economics, University of Chicago Press, vol. 35(1), pages 45-70, April.
    4. David R. Gallagher & Matt Pinnuck, 2006. "Seasonality in Fund Performance: An Examination of the Portfolio Holdings and Trades of Investment Managers," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7‐8), pages 1240-1266, September.
    5. Jeffrey A. Miron, 1996. "The Economics of Seasonal Cycles," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262133237, December.
    6. Miron, Jeffrey A & Beaulieu, J Joseph, 1996. "What Have Macroeconomists Learned about Business Cycles form the Study of Seasonal Cycles?," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 54-66, February.
    7. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    8. 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.
    9. 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.
    10. Keim, Donald B., 1983. "Size-related anomalies and stock return seasonality : Further empirical evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 13-32, June.
    11. Jordan, Susan D. & Jordan, Bradford D., 1991. "Seasonality in Daily Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(2), pages 269-285, June.
    12. De Bondt, Werner F M & Thaler, Richard H, 1987. "Further Evidence on Investor Overreaction and Stock Market Seasonalit y," Journal of Finance, American Finance Association, vol. 42(3), pages 557-581, July.
    13. Joseph Chen & Harrison Hong & Ming Huang & Jeffrey D. Kubik, 2004. "Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization," American Economic Review, American Economic Association, vol. 94(5), pages 1276-1302, December.
    14. Jennifer Lynch Koski & Jeffrey Pontiff, 1999. "How Are Derivatives Used? Evidence from the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 54(2), pages 791-816, April.
    15. David R. Gallagher & Matt Pinnuck, 2006. "Seasonality in Fund Performance: An Examination of the Portfolio Holdings and Trades of Investment Managers," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(7‐8), pages 1240-1266, September.
    16. Edwin J. Elton & Martin J. Gruber & Christopher R. Blake, 2001. "A First Look at the Accuracy of the CRSP Mutual Fund Database and a Comparison of the CRSP and Morningstar Mutual Fund Databases," Journal of Finance, American Finance Association, vol. 56(6), pages 2415-2430, December.
    17. Dyl, Edward A, 1977. "Capital Gains Taxation and Year-End Stock Market Behavior," Journal of Finance, American Finance Association, vol. 32(1), pages 165-175, March.
    18. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    19. Kamstra, Mark J. & Kramer, Lisa A. & Levi, Maurice D. & Wermers, Russ, 2017. "Seasonal Asset Allocation: Evidence from Mutual Fund Flows," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(1), pages 71-109, February.
    20. Hyein Shim & Hyeyoen Kim & Junyeup Kim & Doojin Ryu, 2015. "Weather and stock market volatility: the case of a leading emerging market," Applied Economics Letters, Taylor & Francis Journals, vol. 22(12), pages 987-992, August.
    21. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    22. Brown, Keith C & Harlow, W V & Starks, Laura T, 1996. "Of Tournaments and Temptations: An Analysis of Managerial Incentives in the Mutual Fund Industry," Journal of Finance, American Finance Association, vol. 51(1), pages 85-110, March.
    23. Branch, Ben, 1977. "A Tax Loss Trading Rule," The Journal of Business, University of Chicago Press, vol. 50(2), pages 198-207, April.
    24. Johnson, Woodrow T. & Poterba, James M., 2016. "The effect of taxes on shareholder inflows around mutual fund distribution dates," Research in Economics, Elsevier, vol. 70(1), pages 7-19.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fiza Qureshi & Ali M. Kutan & Habib Hussain Khan & Saba Qureshi, 2019. "Equity fund flows, market returns, and market risk: evidence from China," Risk Management, Palgrave Macmillan, vol. 21(1), pages 48-71, March.
    2. Uddin, Gazi Salah & Arreola Hernandez, Jose & Labidi, Chiraz & Troster, Victor & Yoon, Seong-Min, 2019. "The impact of financial and economic factors on Islamic mutual fund performance: Evidence from multiple fund categories," Journal of Multinational Financial Management, Elsevier, vol. 52.
    3. Juan Carlos Matallín-Sáez & Amparo Soler-Domínguez & Diego Víctor Mingo-López, 2021. "On management risk and price in the mutual fund industry: style and performance distribution analysis," Risk Management, Palgrave Macmillan, vol. 23(1), pages 150-171, June.
    4. Deari Fitim & Ulu Yasemin, 2023. "The Turn-of-the-Month Effect: Evidence from Macedonian Stock Exchange," Studia Universitatis „Vasile Goldis” Arad – Economics Series, Sciendo, vol. 33(3), pages 86-100, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Clemens Sialm & T. Mandy Tham, 2016. "Spillover Effects in Mutual Fund Companies," Management Science, INFORMS, vol. 62(5), pages 1472-1486, May.
    2. Bührle, Anna Theresa & Yen, Chia-Yi, 2023. "Too much "skin in the game" ruins the game: Evidence from managerial capital gains taxes," ZEW Discussion Papers 23-028, ZEW - Leibniz Centre for European Economic Research, revised 2023.
    3. Brown, Stephen J. & Sotes-Paladino, Juan & Wang, Jiaguo(George) & Yao, Yaqiong, 2017. "Starting on the wrong foot: Seasonality in mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 133-150.
    4. Gil-Bazo, Javier & Ruiz-Verdú, Pablo, 2006. "Yet another puzzle? the relation between price and performance in the mutual fund industry," DEE - Working Papers. Business Economics. WB wb066519, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    5. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, November.
    6. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    7. Hung, Pi-Hsia & Lien, Donald & Kuo, Ming-Sin, 2020. "Window dressing in equity mutual funds," The Quarterly Review of Economics and Finance, Elsevier, vol. 78(C), pages 338-354.
    8. Linlin Ma & Yuehua Tang, 2019. "Portfolio Manager Ownership and Mutual Fund Risk Taking," Management Science, INFORMS, vol. 65(12), pages 5518-5534, December.
    9. Anthony Tay & Jacques Olivier, 2008. "Time-Varying Incentives in the Mutual Fund Industry," Working Papers 10-2008, Singapore Management University, School of Economics, revised Jun 2008.
    10. Dahm, Laura K. & Sorhage, Christoph, 2015. "Milk or wine: Mutual funds' (dis)economies of life," CFR Working Papers 15-05, University of Cologne, Centre for Financial Research (CFR).
    11. Sanjeev Bhojraj & Young Jun Cho & Nir Yehuda, 2012. "Mutual Fund Family Size and Mutual Fund Performance: The Role of Regulatory Changes," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 647-684, June.
    12. Anthony Tay, 2008. "Time-Varying Incentives in the Mutual Fund Industry," Finance Working Papers 22484, East Asian Bureau of Economic Research.
    13. Casavecchia, Lorenzo, 2016. "Fund managers' herding and the sensitivity of fund flows to past performance," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 205-221.
    14. Alexander Kempf & Stefan Ruenzi, 2008. "Family Matters: Rankings Within Fund Families and Fund Inflows," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(1‐2), pages 177-199, January.
    15. Ferson, Wayne E., 2013. "Investment Performance: A Review and Synthesis," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 969-1010, Elsevier.
    16. Tobias J. Moskowitz & Mark Grinblatt, 2002. "What Do We Really Know About the Cross-Sectional Relation Between Past and Expected Returns?," Yale School of Management Working Papers ysm259, Yale School of Management.
    17. Chang, Xiaochen & Guo, Songlin & Huang, Junkai, 2022. "Kidnapped mutual funds: Irrational preference of naive investors and fund incentive distortion," International Review of Financial Analysis, Elsevier, vol. 83(C).
    18. Kee-Hong Bae & Junesuh Yi, 2008. "The Impact of the Short-Short Rule Repeal on the Timing Ability of Mutual Funds," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(7-8), pages 969-997.
    19. Martin Rohleder & Dominik Schulte & Marco Wilkens, 2017. "Management of flow risk in mutual funds," Review of Quantitative Finance and Accounting, Springer, vol. 48(1), pages 31-56, January.
    20. Beggs, William & Hill-Kleespie, Austin & Liu, Yanguang, 2022. "Mutual fund tax implications when investment advisors manage tax-exempt separate accounts," Journal of Banking & Finance, Elsevier, vol. 134(C).

    More about this item

    Keywords

    Mutual fund flows; Seasonality test; Turn-of-the-year effect; Investor behavior; Style funds;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:risman:v:19:y:2017:i:2:d:10.1057_s41283-017-0015-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.