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The Turn of the Month Effect in Asia-Pacific Markets: New Evidence

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  • Tariq Aziz
  • Valeed Ahmad Ansari

Abstract

A predictable pattern in equity returns based on the calendar time is dubbed as calendar anomaly. The prevalence of calendar anomalies is considered evidence against the efficient market hypothesis. This article examines one of the most important calendar anomalies, the turn-of-the-month (TOM) effect, in 12 major Asia-Pacific markets during the period January 2000 to April 2015, using both parametric and non-parametric tests. Under investigation, 11 out of 12 markets exhibit significant TOM effects that are independent of the turn-of-the-year (TOY) effect. Moreover, these effects are not present during the period of financial crisis. The persistence of the TOM effect in these markets, even after a quarter of a century of its initial reporting, is a puzzle which needs an explanation.

Suggested Citation

  • Tariq Aziz & Valeed Ahmad Ansari, 2018. "The Turn of the Month Effect in Asia-Pacific Markets: New Evidence," Global Business Review, International Management Institute, vol. 19(1), pages 214-226, February.
    • Handle: RePEc:sae:globus:v:19:y:2018:i:1:p:214-226
    DOI: 10.1177/0972150917713370
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    as
    1. Ziemba, William T., 1994. "World wide security market regularities," European Journal of Operational Research, Elsevier, vol. 74(2), pages 198-229, April.
    2. 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.
    3. Asger Lunde & Peter R. Hansen, 2005. "A forecast comparison of volatility models: does anything beat a GARCH(1,1)?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(7), pages 873-889.
    4. Jussi Nikkinen & Petri Sahlström & Janne Äijö, 2007. "Turn‐of‐the‐month and intramonth effects: Explanation from the important macroeconomic news announcements," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 27(2), pages 105-126, February.
    5. Mr. Sunil Sharma & Sushil Bikhchandani, 2000. "Herd Behavior in Financial Markets: A Review," IMF Working Papers 2000/048, International Monetary Fund.
    6. 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.
    7. Josef Lakonishok, Seymour Smidt, 1988. "Are Seasonal Anomalies Real? A Ninety-Year Perspective," The Review of Financial Studies, Society for Financial Studies, vol. 1(4), pages 403-425.
    8. Chiang, Thomas C. & Zheng, Dazhi, 2010. "An empirical analysis of herd behavior in global stock markets," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1911-1921, August.
    9. Schwert, G. William, 2003. "Anomalies and market efficiency," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 15, pages 939-974, Elsevier.
    10. 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.
    11. Lo, Andrew W & MacKinlay, A Craig, 1990. "Data-Snooping Biases in Tests of Financial Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 3(3), pages 431-467.
    12. 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.
    13. 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.
    14. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 1, March.
    15. Sharma, Susan Sunila & Narayan, Paresh Kumar, 2014. "New evidence on turn-of-the-month effects," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 29(C), pages 92-108.
    16. Connolly, Robert A., 1989. "An Examination of the Robustness of the Weekend Effect," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(2), pages 133-169, June.
    17. Agrawal, Anup & Tandon, Kishore, 1994. "Anomalies or illusions? Evidence from stock markets in eighteen countries," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 83-106, February.
    18. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    19. Gultekin, Mustafa N. & Gultekin, N. Bulent, 1983. "Stock market seasonality : International Evidence," Journal of Financial Economics, Elsevier, vol. 12(4), pages 469-481, December.
    20. Barone, E., 1990. "The italian stock market : Efficiency and calendar anomalies," Journal of Banking & Finance, Elsevier, vol. 14(2-3), pages 483-510, August.
    21. Paul McGuinness & Richard Harris, 2011. "Comparison of the 'turn-of-the-month' and lunar new year return effects in three Chinese markets: Hong Kong, Shanghai and Shenzhen," Applied Financial Economics, Taylor & Francis Journals, vol. 21(13), pages 917-929.
    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. Ariel, Robert A., 1987. "A monthly effect in stock returns," Journal of Financial Economics, Elsevier, vol. 18(1), pages 161-174, March.
    24. Thaler, Richard H, 1987. "Seasonal Movements in Security Prices II: Weekend, Holiday, Turn of the Month, and Intraday Effects," Journal of Economic Perspectives, American Economic Association, vol. 1(2), pages 169-177, Fall.
    25. Ziemba, William T., 1991. "Japanese security market regularities : Monthly, turn-of-the-month and year, holiday and golden week effects," Japan and the World Economy, Elsevier, vol. 3(2), pages 119-146, September.
    26. Bernhard Zwergel, 2010. "On the exploitability of the turn-of-the-month effect-an international perspective," Applied Financial Economics, Taylor & Francis Journals, vol. 20(11), pages 911-922.
    27. 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.
    28. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 2, March.
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