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Evidence of Idiosyncratic Seasonality in ETFs Performance

Author

Listed:
  • Carlos Francisco Alves

    (Faculdade de Economia da Universidade do Porto)

  • Duarte André de Castro Reis

    (Faculdade de Economia da Universidade do Porto)

Abstract

Studies of the seasonality of ETFs are relatively scarce compared with other financial assets. Moreover, most of the existing literature on ETFs did not assess the seasonality patterns of risk-adjusted returns and tracking error. This article seeks to suppress some of these gaps. The results provide evidence of a first-half of the year effect (higher returns), an outperformance of the second quarter and an underperformance of the fourth quarter compared with the remaining quarters, and higher (lower) returns in the first (third) month of the quarter vs the other months of the quarter. Furthermore, April exhibits a superior and December an inferior performance compared with the remaining months. Besides, higher (lower) returns on Wednesdays (Fridays) were observed compared with the other weekdays. Regarding the tracking error, some seasonal patterns are also reported. For example, the replication was more accurate in April than it was in remaining months and in the first month of each quarter. Finally, the effects detected in ETFs returns were not reflected in indices returns, with the exception of the April effect, indicating that the main seasonality patterns detected are caused by idiosyncratic ETFs factors and not to the constituents of the underlying indices.

Suggested Citation

  • Carlos Francisco Alves & Duarte André de Castro Reis, 2018. "Evidence of Idiosyncratic Seasonality in ETFs Performance," FEP Working Papers 603, Universidade do Porto, Faculdade de Economia do Porto.
    • Handle: RePEc:por:fepwps:603
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    File URL: http://www.fep.up.pt/investigacao/workingpapers/wp603.pdf
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    References listed on IDEAS

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    1. Cadsby, Charles Bram & Ratner, Mitchell, 1992. "Turn-of-month and pre-holiday effects on stock returns: Some international evidence," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 497-509, June.
    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. Maher, Daniela & Parikh, Anokhi, 2013. "The turn of the month effect in India: A case of large institutional trading pattern as a source of higher liquidity," International Review of Financial Analysis, Elsevier, vol. 28(C), pages 57-69.
    4. Sikes, Stephanie A., 2014. "The turn-of-the-year effect and tax-loss-selling by institutional investors," Journal of Accounting and Economics, Elsevier, vol. 57(1), pages 22-42.
    5. 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.
    6. Corhay, Albert & Hawawini, Gabriel & Michel, Pierre, 1987. "Seasonality in the Risk-Return Relationship: Some International Evidence," Journal of Finance, American Finance Association, vol. 42(1), pages 49-68, March.
    7. Gu, Anthony Yanxiang, 2003. "The declining January effect: evidences from the U.S. equity markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(2), pages 395-404.
    8. Rozeff, Michael S. & Kinney, William Jr., 1976. "Capital market seasonality: The case of stock returns," Journal of Financial Economics, Elsevier, vol. 3(4), pages 379-402, October.
    9. Kunkel, Robert A. & Compton, William S. & Beyer, Scott, 2003. "The turn-of-the-month effect still lives: the international evidence," International Review of Financial Analysis, Elsevier, vol. 12(2), pages 207-221.
    10. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    11. Sun, Qian & Tong, Wilson H.S., 2010. "Risk and the January effect," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 965-974, May.
    12. Wessel Marquering & Johan Nisser & Toni Valla, 2006. "Disappearing anomalies: a dynamic analysis of the persistence of anomalies," Applied Financial Economics, Taylor & Francis Journals, vol. 16(4), pages 291-302.
    13. Dbouk, Wassim & Jamali, Ibrahim & Kryzanowski, Lawrence, 2013. "The January effect for individual corporate bonds," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 69-77.
    14. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 3-85, Wharton School Rodney L. White Center for Financial Research.
    15. Lisa R. Anderson & Jeffrey R. Gerlach & Francis J. DiTraglia, 2005. "Yes, Wall Street, There Is a January Effect! Evidence from Laboratory Auctions," Working Papers 15, Department of Economics, College of William and Mary.
    16. Jaffe, Jeffrey F & Westerfield, Randolph, 1985. "The Week-End Effect in Common Stock Returns: The International Evidence," Journal of Finance, American Finance Association, vol. 40(2), pages 433-454, June.
    17. Laura T. Starks & Li Yong & Lu Zheng, 2006. "Tax‐Loss Selling and the January Effect: Evidence from Municipal Bond Closed‐End Funds," Journal of Finance, American Finance Association, vol. 61(6), pages 3049-3067, December.
    18. 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.
    19. 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.
    20. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    21. Jeffrey Jaffe & R. Westerfield, "undated". "The Week-End Effect in Common Stock Returns: The International Evidence," Rodney L. White Center for Financial Research Working Papers 03-85, Wharton School Rodney L. White Center for Financial Research.
    22. Booth, G. Geoffrey & Kallunki, Juha-Pekka & Martikainen, Teppo, 2001. "Liquidity and the turn-of-the-month effect: evidence from Finland," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 11(2), pages 137-146, June.
    23. Am�lie Charles, 2010. "Does the day-of-the-week effect on volatility improve the volatility forecasts?," Applied Economics Letters, Taylor & Francis Journals, vol. 17(3), pages 257-262, February.
    24. 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.
    25. Ariel, Robert A., 1987. "A monthly effect in stock returns," Journal of Financial Economics, Elsevier, vol. 18(1), pages 161-174, March.
    26. Tinic, Seha M. & Barone-Adesi, Giovanni & West, Richard R., 1987. "Seasonality in Canadian Stock Prices: A Test of the “Tax-Loss-Selling†Hypothesis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 51-63, March.
    27. Ritter, Jay R, 1988. " The Buying and Selling Behavior of Individual Investors at the Turn of the Year," Journal of Finance, American Finance Association, vol. 43(3), pages 701-717, July.
    28. Kim, Chan-Wung & Park, Jinwoo, 1994. "Holiday Effects and Stock Returns: Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 29(1), pages 145-157, March.
    29. Gibbons, Michael R & Hess, Patrick, 1981. "Day of the Week Effects and Asset Returns," The Journal of Business, University of Chicago Press, vol. 54(4), pages 579-596, October.
    30. Reinganum, Marc R & Shapiro, Alan C, 1987. "Taxes and Stock Return Seasonality: Evidence from the London Stock Exchange," The Journal of Business, University of Chicago Press, vol. 60(2), pages 281-295, April.
    31. Chong, Ryan & Hudson, Robert & Keasey, Kevin & Littler, Kevin, 2005. "Pre-holiday effects: International evidence on the decline and reversal of a stock market anomaly," Journal of International Money and Finance, Elsevier, vol. 24(8), pages 1226-1236, December.
    32. Carlos F. Alves, 2014. "Evidence for the seasonality of European equity fund performance," Applied Economics Letters, Taylor & Francis Journals, vol. 21(16), pages 1156-1160, November.
    33. Ogden, Joseph P, 1990. "Turn-of-Month Evaluations of Liquid Profits and Stock Returns: A Common Explanation for the Monthly and January Effects," Journal of Finance, American Finance Association, vol. 45(4), pages 1259-1272, September.
    34. Harris, Lawrence, 1986. "A transaction data study of weekly and intradaily patterns in stock returns," Journal of Financial Economics, Elsevier, vol. 16(1), pages 99-117, May.
    35. Imtiaz Mazumder, M. & Chu, Ting-Heng & Miller, Edward M. & Prather, Larry J., 2008. "International day-of-the-week effects: An empirical examination of iShares," International Review of Financial Analysis, Elsevier, vol. 17(4), pages 699-715, September.
    36. Gao, Pengjie & Hao, Jia & Kalcheva, Ivalina & Ma, Tongshu, 2015. "Short sales and the weekend effect—Evidence from a natural experiment," Journal of Financial Markets, Elsevier, vol. 26(C), pages 85-102.
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    More about this item

    Keywords

    ETFs seasonality; indices seasonality; raw returns; risk-adjusted returns; tracking error; US equity.;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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