Chinese stock market volatility and herding behavior asymmetry during the COVID-19 pandemic

References

• Alfarano, S., Lux, T., & Wagner, F. (2005). Estimation of agent-based models: The case of an asymmetric herding model. Computational Economics, 26(1), 19–19. https://doi.org/10.1007/s10614-005-6415-1
   Google Scholar
• Baldwin, R., & diMauro, B. W. Eds., (2020) Economics in the time of COVID-19. Centre for Economic Policy Research (CEPR), VoxEU.Org eBook. CEPR Press. https://cepr.org/system/files/publication-files/60120-economics_in_the_time_of_covid_19.pdf
   Google Scholar
• Banerjee, A. V. (1992). A simple model of herd behavior. The Quarterly Journal of Economics, 107(3), 7797–7817. https://doi.org/10.2307/2118364
   Web of Science ®Google Scholar
• Bharti, B., & Kumar, A. (2022). Exploring herding behaviour in Indian equity market during COVID-19 pandemic: Impact of volatility and government response. Millennial Asia, 13(3), 513–531. https://doi.org/10.1177/09763996211020687
   Web of Science ®Google Scholar
• Bikhchandani, S., & Sharma, S. (2000). Herd behavior in financial markets. IMF Staff Papers, 47(3), 279–310. https://doi.org/10.2139/ssrn.228343
   Google Scholar
• Black, F. (1972). Capital market equilibrium with restricted borrowing. The Journal of Business, 45(3), 444–455. https://doi.org/10.1086/295472
   Web of Science ®Google Scholar
• Chang, E. C., Cheng, J. W., & Khorana, A. (2000). An examination of herd behavior in equity markets: An international perspective. Journal of Banking and Finance, 24(10), 1651. https://doi.org/10.1016/S0378-4266(99)00096-5
   Web of Science ®Google Scholar
• Chang, E. C., & Dong, S. (2006). Idiosyncratic volatility, fundamentals, and institutional herding: Evidence from the Japanese stock market. Pacific-Basin Finance Journal, 14(2), 135–154. https://doi.org/10.1016/j.pacfin.2005.09.001
   Google Scholar
• Chang, C. L., McAleer, M., & Wang, Y. A. (2020). Herding behaviour in energy stock markets during the global financial crisis, SARS, and ongoing COVID-19. Renewable and Sustainable Energy Reviews, 134, 15. https://doi.org/10.1016/j.rser.2020.110349
   Web of Science ®Google Scholar
• Chan, L. K., & Lakonishok, J. (1993). Institutional trades and intraday stock price behavior. Journal of Financial Economics, 33(2), 173–199. https://doi.org/10.1016/0304-405X(93)90003-T
   Web of Science ®Google Scholar
• Chen, Y. F., Yang, S. Y., Lin, F. L., Yu, S., & Yu, S. (2012). Foreign institutional industrial herding in Taiwan stock market. Managerial Finance, 38(3), 325–340. https://doi.org/10.1108/03074351211201442
   Web of Science ®Google Scholar
• Chiang, T. C., & Zheng, D. Z. (2010). An empirical analysis of herd behavior in global stock markets. Journal of Banking & Finance, 34(8), 1911–1921. https://doi.org/10.1016/j.jbankfin.2009.12.014
   Web of Science ®Google Scholar
• Choi, C., & Jung, H. (2022). COVID-19’s impacts on the Korean stock market. Applied Economics Letters, 29(11), 974–978. https://doi.org/10.1080/13504851.2021.1904099
   Web of Science ®Google Scholar
• Choi, N., & Sias, R. W. (2009). Institutional industry herding. Journal of Financial Economics, 94(3), 469–491. https://doi.org/10.1016/j.jfineco.2008.12.009
   Web of Science ®Google Scholar
• Chong, T. T. L., Liu, X. J., & Zhu, C. Q. (2017). What explains herd behavior in the Chinese stock market? Journal of Behavioral Finance, 18(4), 448–456. https://doi.org/10.1080/15427560.2017.1365365
   Web of Science ®Google Scholar
• Christie, W. G., & Huang, R. D. (1995). Following the pied piper: Do individual returns herd around the market? Financial Analysts Journal, 51(4), 31–37. https://doi.org/10.2469/faj.v51.n4.1918
   Google Scholar
• Dasgupta, A., Prat, A., & Verardo, M. (2011a). Institutional trade persistence and long‐term equity returns. The Journal of Finance, 66(2), 635–653. https://doi.org/10.1111/j.1540-6261.2010.01644.x
   Web of Science ®Google Scholar
• Dasgupta, A., Prat, A., & Verardo, M. (2011b). The price impact of institutional herding. The Review of Financial Studies, 24(3), 892–925. https://doi.org/10.1093/rfs/hhq137
   Web of Science ®Google Scholar
• Endri, E., Aipama, W., Septiano, R., (2021). Stock price volatility during the COVID-19 pandemic: The GARCH model. Investment Management & Financial Innovations, 18(4), 12. https://doi.org/10.21511/imfi.18(4).2021.02
   Google Scholar
• Espinosa-Mendez, C., & Arias, J. (2021). COVID-19 effect on herding behaviour in European capital markets. Finance Research Letters, 38, 1–6. https://doi.org/10.1016/j.frl.2020.101787
   Web of Science ®Google Scholar
• Fang, H., Chung, C. P., Lee, Y. H., & Yang, X. H. (2021). The effect of COVID-19 on herding behavior in Eastern European stock markets. Frontiers in Public Health, 9, 31–40. https://doi.org/10.3389/fpubh.2021.695931
   Web of Science ®Google Scholar
• Ferreruela, S., & Mallor, T. (2021). Herding in the bad times: The 2008 and COVID-19 crises. The North American Journal of Economics and Finance, 58, 101531. https://doi.org/10.1016/j.najef.2021.101531
   Web of Science ®Google Scholar
• Gokcan, S. (2000). Forecasting volatility of emerging stock markets: Linear versus non-linear GARCH models. Journal of Forecasting, 19(6), 499–504. https://doi.org/10.1002/1099-131X(200011)19:6<499:AID-FOR745>3.0.CO;2-P
   Web of Science ®Google Scholar
• Hilliard, J., & Zhang, H. R. (2015). Size and price-to-book effects: Evidence from the Chinese stock markets. Pacific-Basin Finance Journal, 32, 40–55. https://doi.org/10.1016/j.pacfin.2015.02.003
   Web of Science ®Google Scholar
• Kallinterakis, V., & Wang, Y. (2019). Do investors herd in cryptocurrencies–and why? Research in International Business and Finance, 50, 240–245. https://doi.org/10.1016/j.ribaf.2019.05.005
   Web of Science ®Google Scholar
• Keynes, J. M. (1936). The general theory of employment, interest and money. Macmillan Cambridge University Press.
   Google Scholar
• Khanthavit, A. (2020). World and national stock market reactions to COVID-19. ABAC Journal, 40(2), 1–20.
   Google Scholar
• Lakonishok, J., Shleifer, A., & Vishny, R. W. (1992). The impact of institutional trading on stock prices. Journal of Financial Economics, 32(1), 23–43. https://doi.org/10.1016/0304-405X(92)90023-Q
   Web of Science ®Google Scholar
• Lanne, M., & Saikkonen, P. (2005). Non‐linear GARCH models for highly persistent volatility. The Econometrics Journal, 8(2), 251–276. https://doi.org/10.1111/j.1368-423X.2005.00163.x
   Web of Science ®Google Scholar
• Lee, C. C., Chen, M. P., & Hsieh, K. M. (2013). Industry herding and market states: Evidence from Chinese stock markets. Quantitative Finance, 13(7), 1091–1113. https://doi.org/10.1080/14697688.2012.740571
   Web of Science ®Google Scholar
• Lee, K. Y. M., Jais, M., & Chan, C. W. (2020). Impact of covid-19: Evidence from Malaysian stock market. International Journal of Business and Society, 21(2), 607–628. https://doi.org/10.33736/ijbs.3274.2020
   Web of Science ®Google Scholar
• Li, C., Hu, Z. Y., & Tang, L. W. (2019). Re-examining the Chinese A-share herding behaviour with a Fama-French augmented seven-factor model. Applied Economics, 51(5), 488–508. https://doi.org/10.1080/00036846.2018.1494809
   Web of Science ®Google Scholar
• Li, H. Q., Liu, Y., & Park, S. Y. (2018). Time-varying investor herding in Chinese stock markets. International Review of Finance, 18(4), 717–726. https://doi.org/10.1111/irfi.12158
   Web of Science ®Google Scholar
• Lin, Z. (2018). Modelling and forecasting the stock market volatility of SSE Composite Index using GARCH models. Future Generation Computer Systems, 79, 960–972. https://doi.org/10.1016/j.future.2017.08.033
   Web of Science ®Google Scholar
• Luu, Q. T., & Luong, H. T. T. (2020). Herding behavior in emerging and frontier stock markets during pandemic influenza panics. The Journal of Asian Finance, Economics and Business, 7(9), 147–158. https://doi.org/10.13106/jafeb.2020.vol7.no9.147
   Web of Science ®Google Scholar
• Mahmud, S. F., & Tinic, M. (2018). Herding in Chinese stock markets: A nonparametric approach. Empirical Economics, 55(2), 679–711. https://doi.org/10.1007/s00181-017-1281-y
   Web of Science ®Google Scholar
• Mandaci, P. E., & Cagli, E. C. (2022). Herding intensity and volatility in cryptocurrency markets during the COVID-19. Finance Research Letters, 46, 102382. https://doi.org/10.1016/j.frl.2021.102382
   PubMed Web of Science ®Google Scholar
• Merli, M., & Roger, T. (2013). What drives the herding behavior of individual investors? Finance, 34(3), 67–104. https://doi.org/10.3917/fina.343.0067
   Google Scholar
• Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347–370. https://doi.org/10.2307/2938260
   Web of Science ®Google Scholar
• Nofsinger, J. R., & Sias, R. W. (1999). Herding and feedback trading by institutional and individual investors. The Journal of Finance, 54(6), 2263–2295. https://doi.org/10.1111/0022-1082.00188
   Web of Science ®Google Scholar
• Nurhayati, I., Endri, E., Aminda, R. S., & Muniroh, L. (2021). Impact of COVID-19 on performance evaluation large market capitalization stocks and open innovation. Journal of Open Innovation, Technology, Market, and Complexity, 7(1), 56. https://doi.org/10.3390/joitmc7010056
   Google Scholar
• Papadamou, S., Kyriazis, N. A., Tzeremes, P., & Corbet, S. (2021). Herding behaviour and price convergence clubs in cryptocurrencies during bull and bear markets. Journal of Behavioral and Experimental Finance, 30, 100469. https://doi.org/10.1016/j.jbef.2021.100469
   Web of Science ®Google Scholar
• Raafat, R. M., Chater, N., & Frith, C. (2009). Herding in humans. Trends in Cognitive Sciences, 13(10), 420–428. https://doi.org/10.1016/j.tics.2009.08.002
   PubMed Web of Science ®Google Scholar
• Sharma, S., Aggarwal, V., & Yadav, M. P. (2021). Comparison of linear and non-linear GARCH models for forecasting volatility of select emerging countries. Journal of Advances in Management Research, 18(4), 526–547. https://doi.org/10.1108/JAMR-07-2020-0152
   Web of Science ®Google Scholar
• Sias, R. W. (2004). Institutional herding. The Review of Financial Studies, 17(1), 165–206. https://doi.org/10.1093/rfs/hhg035
   Web of Science ®Google Scholar
• Vidal-Tomás, D., Ibáñez, A. M., & Farinós, J. E. (2019). Herding in the cryptocurrency market: CSSD and CSAD approaches. Finance Research Letters, 30, 181–186. https://doi.org/10.1016/j.frl.2018.09.008
   Web of Science ®Google Scholar
• Wermers, R. (1999). Mutual fund herding and the impact on stock prices. The Journal of Finance, 54(2), 581–622. https://doi.org/10.1111/0022-1082.00118
   Web of Science ®Google Scholar
• Wu, G. S., Yang, B. X., & Zhao, N. R. (2020). Herding behavior in Chinese stock markets during COVID-19. Emerging Markets Finance and Trade, 56(15), 3578–3587. https://doi.org/10.1080/1540496X.2020.1855138
   Web of Science ®Google Scholar
• Yao, J., Ma, C. C., & He, W. P. (2014). Investor herding behaviour of Chinese stock market. International Review of Economics and Finance, 29, 12–29. https://doi.org/10.1016/j.iref.2013.03.002
   Web of Science ®Google Scholar
• Yasir, M., & Önder, A. (2021). Dynamic herding behaviour in the US stock market. Prague Economic Papers, 30(1), 115–130. https://doi.org/10.18267/j.pep.760
   Web of Science ®Google Scholar
• Zach, T. (2003). Political events and the stock market: Evidence from Israel. International Journal of Business, 8, 244–266. https://doi.org/10.2139/ssrn.420242
   Google Scholar
• Zhang, R. J., Yang, X. T., Li, N., & Khan, M. A. (2021). Herd behavior in venture capital market: Evidence from China. Mathematics, 9(13), 1509–1526. https://doi.org/10.3390/math9131509
   Web of Science ®Google Scholar