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Turn-of-the-month effect: New evidence from an emerging stock market

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  • Kayacetin, Volkan
  • Lekpek, Senad

Abstract

This paper analyzes the turn-of-the-month (ToM) effect in Turkish equity returns. We show that the ToM effect is strongly significant in BIST100 index over 1988–2014, and distinct from other calendar anomalies. In particular, the mean daily index return is 0.46% in the three-day period that covers the last trading day of each month and the first two trading days of the next month, and 0.09% in the remaining days. The ToM effect is more significant following months with (a) significant information flow and (b) above average market performance, and the fraction of index returns generated within the ToM period increases secularly from 39% over 1988–1996 to 49% over 1997–2005 and to 86% over 2006–2014. A similar month-end seasonal does not exist in index trading volume or realized volatility, ruling out standard liquidity or risk-based explanations. Estimating an e-GARCH model with daily index returns, however, we link the ToM effect to a decline in expected volatility in the days leading to month-turns. These findings resonate best with a story where gradual resolution of uncertainty following high information risk periods releases a large pool of “liquid funds” accumulated during such periods into the equity market, creating an abundance of liquidity and pushing equity prices up.

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  • Kayacetin, Volkan & Lekpek, Senad, 2016. "Turn-of-the-month effect: New evidence from an emerging stock market," Finance Research Letters, Elsevier, vol. 18(C), pages 142-157.
  • Handle: RePEc:eee:finlet:v:18:y:2016:i:c:p:142-157
    DOI: 10.1016/j.frl.2016.04.012
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    2. Erhard Reschenhofer & Thomas Stark & Manveer K. Mangat, 2020. "Robust Estimation of the Memory Parameter," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 9(4), pages 1-5.
    3. Harshita & Shveta Singh & Surendra S. Yadav, 2019. "Unique Calendar Effects in the Indian Stock Market: Evidence and Explanations," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 18(1_suppl), pages 35-58, April.
    4. Peter Árendáš & Jana Kotlebová, 2023. "Agricultural commodity markets and the Turn of the month effect," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 69(3), pages 101-108.
    5. Stefanescu Razvan & Dumitriu Ramona, 2020. "Changes of the Time Intervals Specific to Calendar Anomalies: the Case of TOQ Effect on Bucharest Stock Exchange," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 264-273.
    6. Daniel Agyapong & Theophilus Sakyiamah Atuah & Anthony Asare- Adu Idun, 2020. "Calendar Effect and Returns of Listed Companies on the Ghana Stock Exchange: A DOLS and GARCH Modelling," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(8), pages 920-935, August.
    7. Tirthank Shah & Narayan Baser, 2022. "Global mutual fund market: the turn of the month effect and investment strategy," Journal of Asset Management, Palgrave Macmillan, vol. 23(6), pages 466-476, October.
    8. Peter Arendas & Jana Kotlebova, 2019. "The Turn of the Month Effect on CEE Stock Markets," IJFS, MDPI, vol. 7(4), pages 1-19, October.
    9. Shanaev, Savva & Shuraeva, Arina & Fedorova, Svetlana, 2022. "The Groundhog Day stock market anomaly," Finance Research Letters, Elsevier, vol. 47(PA).
    10. Liang Meng & Haifeng Wang & Pengfei Han, 2020. "Getting a head start: turn-of-the-month submission effect for accepted papers in management journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2577-2595, September.
    11. Muhammad Sarmad Irtiza & Shahbaz Khan & Nida Baig & Syed Muhammad Ali Tirmizi & Ilyas Ahmad, 2021. "The turn-of-the-month effect in Pakistani stock market," Future Business Journal, Springer, vol. 7(1), pages 1-11, December.
    12. Erhard Reschenhofer & Manveer Kaur Mangat & Christian Zwatz & Sándor Guzmics, 2020. "Evaluation of current research on stock return predictability," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(2), pages 334-351, March.

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    More about this item

    Keywords

    Calendar anomalies; Turn-of-the-month; Conditional volatility; Information-risk;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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