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Herding behavior and digital trading during the crisis

Author

Listed:
  • Heeho Kim

    (Kyungpook National University)

  • Zhang Hongxia

    (Shandong Normal University)

Abstract

Digital innovation in the stock trading portal system may cause variations in herding behavior between the 2008 financial crisis and the pandemic crisis. Using the new digital technology has resulted in a rapid growth of turnover ratio and facilitated easy access to the internet trading portal systems, leading to a significant surge in trade volume. Focusing on the role of digital trading during the recent crisis, this paper proposes a new perspective on investigating herding behavior through the cross-sectional absolute deviation of returns (CSAD) model. Trade volume and its variance are crucially associated with herding behavior during a crisis. During this period, investors respond more promptly to exogenous shocks by rebalancing their portfolios due to digital innovations in the digital trading system compared to the past. This study utilizes panel fixed effects models and 2SLS models of daily panel data on Korean and China Shanghai A stock markets in Asia from January 2005 to 2021. The findings strongly support the new hypotheses, indicating that trade volume and its variance are significantly associated with herding behaviors in the pandemic crisis and that its impacts differ from those of the 2008 financial crisis in Asia. Recent digital innovations tend to have a more direct influence on herding behavior, albeit less indirectly through the surge in trade volume on the digital trading system. This study contributes to the extant literature by exploring the influence of digital innovation and digital trading on herding behavior during the recent crisis. The findings can be used to analyze herding behavior in foreign exchange, bond, and housing markets.

Suggested Citation

  • Heeho Kim & Zhang Hongxia, 2024. "Herding behavior and digital trading during the crisis," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 48(4), pages 978-998, December.
    • Handle: RePEc:spr:jecfin:v:48:y:2024:i:4:d:10.1007_s12197-024-09683-w
    DOI: 10.1007/s12197-024-09683-w
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    References listed on IDEAS

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    1. Economou, Fotini & Kostakis, Alexandros & Philippas, Nikolaos, 2011. "Cross-country effects in herding behaviour: Evidence from four south European markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 443-460, July.
    2. Laurens Rook, 2006. "An Economic Psychological Approach to Herd Behavior," Journal of Economic Issues, Taylor & Francis Journals, vol. 40(1), pages 75-95, March.
    3. Gleason, Kimberly C. & Mathur, Ike & Peterson, Mark A., 2004. "Analysis of intraday herding behavior among the sector ETFs," Journal of Empirical Finance, Elsevier, vol. 11(5), pages 681-694, December.
    4. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W., 1992. "The impact of institutional trading on stock prices," Journal of Financial Economics, Elsevier, vol. 32(1), pages 23-43, August.
    5. Bekaert, Geert, 1994. "Exchange rate volatility and deviations from unbiasedness in a cash-in-advance model," Journal of International Economics, Elsevier, vol. 36(1-2), pages 29-52, February.
    6. repec:bla:econom:v:65:y:1998:i:259:p:441-53 is not listed on IDEAS
    7. Lao, Paulo & Singh, Harminder, 2011. "Herding behaviour in the Chinese and Indian stock markets," Journal of Asian Economics, Elsevier, vol. 22(6), pages 495-506.
    8. John A. Carlson, 1998. "Risk Aversion, Foreign Exchange Speculation and Gambler’s Ruin," Economica, London School of Economics and Political Science, vol. 65(259), pages 441-453, August.
    9. 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.
    10. Engel, Charles, 1992. "On the foreign exchange risk premium in a general equilibrium model," Journal of International Economics, Elsevier, vol. 32(3-4), pages 305-319, May.
    11. Sushil Bikhchandani & Sunil Sharma, 2001. "Herd Behavior in Financial Markets," IMF Staff Papers, Palgrave Macmillan, vol. 47(3), pages 1-1.
    12. John R. Nofsinger & Richard W. Sias, 1999. "Herding and Feedback Trading by Institutional and Individual Investors," Journal of Finance, American Finance Association, vol. 54(6), pages 2263-2295, December.
    13. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    14. Yao, Juan & Ma, Chuanchan & He, William Peng, 2014. "Investor herding behaviour of Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 12-29.
    15. Moskowitz, Tobias J. & Ooi, Yao Hua & Pedersen, Lasse Heje, 2012. "Time series momentum," Journal of Financial Economics, Elsevier, vol. 104(2), pages 228-250.
    16. El Mehdi Ferrouhi, 2021. "Herding Behavior in the Moroccan Stock Exchange," Journal of African Business, Taylor & Francis Journals, vol. 22(3), pages 309-319, July.
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    More about this item

    Keywords

    Herding behavior; Cross-sectional absolute deviation; Pandemic crisis; Financial crisis; Digital trading;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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