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Risk and seasonal effects: international evidence

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  • Qiwei Chen

Abstract

Various explanations have been advanced for the January effect in the existing literature, but no consensus has been arrived at to distinguish one particular explanation from any others. In this paper, a time-series GARCH-M model with conditional variance as a proxy for market systematic risk is applied to investigate the seasonal effects in four countries with different tax system and tax year end: the USA, the UK, China and Australia. Empirical evidence showed a January effect in the USA, a January and an April effect in the UK, a July effect in Australia and no significant seasonal effect in China. This pattern consistently links to tax year end and the tax system in the sample countries; however, no clear evidence has been found to support the proposition that market risk is higher or priced highly only in calendar months with a seasonal effect. However, to reflect the seasonal effect, an interactive dummy variable is added into the time-series GARCH-M model, and the seasonal effects are explained away. The results of the sampled countries support the proposition that market volatility increases when it is close to the date of financial statement performance due to the uncertainty of the financial information.

Suggested Citation

  • Qiwei Chen, 2013. "Risk and seasonal effects: international evidence," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 11(4), pages 299-311, November.
  • Handle: RePEc:taf:jocebs:v:11:y:2013:i:4:p:299-311
    DOI: 10.1080/14765284.2013.838385
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    References listed on IDEAS

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    1. 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.
    2. Mustafa Gultekin & Bulent Gultekin, "undated". "Stock Market Seasonality: Internal Evidence," Rodney L. White Center for Financial Research Working Papers 17-83, Wharton School Rodney L. White Center for Financial Research.
    3. Sun, Qian & Tong, Wilson H.S., 2010. "Risk and the January effect," Journal of Banking & Finance, Elsevier, vol. 34(5), pages 965-974, May.
    4. Chang, Eric C. & Pinegar, J. Michael, 1990. "Stock Market Seasonals and Prespecified Multifactor Pricing Relations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 517-533, December.
    5. Gultekin, Mustafa N. & Gultekin, N. Bulent, 1983. "Stock market seasonality : International Evidence," Journal of Financial Economics, Elsevier, vol. 12(4), pages 469-481, December.
    6. Brauer, Greggory A & Chang, Eric C, 1990. "Return Seasonality in Stocks and Their Underlying Assets: Tax-Loss Selling versus Information Explanations," The Review of Financial Studies, Society for Financial Studies, vol. 3(2), pages 255-280.
    7. Roll, Richard, 1983. "On computing mean returns and the small firm premium," Journal of Financial Economics, Elsevier, vol. 12(3), pages 371-386, November.
    8. Griffiths, Mark D & White, Robert W, 1993. "Tax-Induced Trading and the Turn-of-the-Year Anomaly: An Intraday Study," Journal of Finance, American Finance Association, vol. 48(2), pages 575-598, June.
    9. Chang, Eric C. & Pinegar, J. Michael, 1989. "Seasonal Fluctuations in Industrial Production and Stock Market Seasonals," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(1), pages 59-74, March.
    10. 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.
    11. Qiwei Chen & Lisa Jack & Andrew Wood, 2007. "Tax-loss selling and seasonal effects in the UK," Applied Financial Economics, Taylor & Francis Journals, vol. 17(13), pages 1027-1035.
    12. Kramer, Charles, 1994. "Macroeconomic Seasonality and the January Effect," Journal of Finance, American Finance Association, vol. 49(5), pages 1883-1891, December.
    13. Stoll, Hans R. & Whaley, Robert E., 1983. "Transaction costs and the small firm effect," Journal of Financial Economics, Elsevier, vol. 12(1), pages 57-79, June.
    14. 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.
    15. Kato, Kiyoshi & Schallheim, James S., 1985. "Seasonal and Size Anomalies in the Japanese Stock Market," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(2), pages 243-260, June.
    16. Schultz, Paul, 1985. "Personal Income Taxes and the January Effect: Small Firm Stock Returns before the War Revenue Act of 1917: A Note," Journal of Finance, American Finance Association, vol. 40(1), pages 333-343, March.
    17. 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.
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    1. N.N. Sawitri & P. Astuty, 2018. "Market Anomalies and Effect on Returns," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 630-649.

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