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Does investor attention increase stock market volatility during the COVID-19 pandemic?

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  • Wang, Hua
  • Xu, Liao
  • Sharma, Susan Sunila

Abstract

We decompose investor attention to the COVID-19 pandemic into expected and unexpected segments and investigate their effects on realized and fundamental stock market volatility. We show that expected investor attention can explain both types of volatility. However, unexpected investor attention can only explain realized volatility, though its realized volatility effect outweighs that of expected investor attention. Moreover, the relationship between expected investor attention and either type of volatility is unidirectional whereas the interaction between unexpected investor attention and realized volatility is bidirectional. These findings suggest that expected (unexpected) investor attention is informational (noisy and more harmful) to the stock market.

Suggested Citation

  • Wang, Hua & Xu, Liao & Sharma, Susan Sunila, 2021. "Does investor attention increase stock market volatility during the COVID-19 pandemic?," Pacific-Basin Finance Journal, Elsevier, vol. 69(C).
  • Handle: RePEc:eee:pacfin:v:69:y:2021:i:c:s0927538x21001451
    DOI: 10.1016/j.pacfin.2021.101638
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    as
    1. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    2. Pinglin He & Yulong Sun & Ying Zhang & Tao Li, 2020. "COVID–19’s Impact on Stock Prices Across Different Sectors—An Event Study Based on the Chinese Stock Market," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2198-2212, August.
    3. Li, Haoran & Wan, Xibo & Zhang, Wendong, 2020. "How do Firms Respond to Political Tensions? Evidence from Chinese Food Importers," ISU General Staff Papers 202011250800001118, Iowa State University, Department of Economics.
    4. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    5. Min Liu & Wei-Chong Choo & Chien-Chiang Lee, 2020. "The Response of the Stock Market to the Announcement of Global Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3562-3577, December.
    6. Liao Xu & Xiangkang Yin & Jing Zhao, 2019. "Differently motivated exchange traded fund trading activities and the volatility of the underlying index," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(S1), pages 859-886, April.
    7. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    8. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    9. Choonsik Lee & Kee H. Chung & Sean Yang, 2016. "Corporate Governance and the Informational Efficiency of Prices," Financial Management, Financial Management Association International, vol. 45(1), pages 239-260, March.
    10. Lee, Wayne Y. & Jiang, Christine X. & Indro, Daniel C., 2002. "Stock market volatility, excess returns, and the role of investor sentiment," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2277-2299.
    11. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    12. Pengcheng Song & Xuan Zhang & Yu Zhao & Liao Xu, 2020. "Exogenous Shocks on the Dual-country Industrial Network: A Simulation Based on the Policies during the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3554-3561, December.
    13. Hua Wang & Liao Xu, 2019. "Do exchange‐traded fund flows increase the volatility of the underlying index? Evidence from the emerging market in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(5), pages 1525-1548, March.
    14. Susan Sunila Sharma & Yezhou Sha, 2020. "Part A: Special Section on COVID-19 Research," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3551-3553, December.
    15. Ping Zhang & Jieying Gao & Xingchao Li, 2021. "Stock Liquidity and Firm Value in the Time of COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(6), pages 1578-1591, May.
    16. Ekkehart Boehmer & Eric K. Kelley, 2009. "Institutional Investors and the Informational Efficiency of Prices," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3563-3594, September.
    17. Chan, Choon Chat & Fong, Wai Mun, 2006. "Realized volatility and transactions," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 2063-2085, July.
    18. Audrino, Francesco & Sigrist, Fabio & Ballinari, Daniele, 2020. "The impact of sentiment and attention measures on stock market volatility," International Journal of Forecasting, Elsevier, vol. 36(2), pages 334-357.
    19. Chun-Ping Chang & Gen-Fu Feng & Mingbo Zheng, 2021. "Government Fighting Pandemic, Stock Market Return, and COVID-19 Virus Outbreak," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(8), pages 2389-2406, June.
    20. Daniel Andrei & Michael Hasler, 2015. "Investor Attention and Stock Market Volatility," Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 33-72.
    21. Alok Kumar Mishra & Badri Narayan Rath & Aruna Kumar Dash, 2020. "Does the Indian Financial Market Nosedive because of the COVID-19 Outbreak, in Comparison to after Demonetisation and the GST?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2162-2180, August.
    22. Dzieliński, Michał & Rieger, Marc Oliver & Talpsepp, Tõnn, 2018. "Asymmetric attention and volatility asymmetry," Journal of Empirical Finance, Elsevier, vol. 45(C), pages 59-67.
    23. Hao Xiong & Zuofeng Wu & Fei Hou & Jun Zhang, 2020. "Which Firm-specific Characteristics Affect the Market Reaction of Chinese Listed Companies to the COVID-19 Pandemic?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2231-2242, August.
    24. Xin Gu & Shan Ying & Weiqiang Zhang & Yewei Tao, 2020. "How Do Firms Respond to COVID-19? First Evidence from Suzhou, China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2181-2197, August.
    25. Huayu Shen & Mengyao Fu & Hongyu Pan & Zhongfu Yu & Yongquan Chen, 2020. "The Impact of the COVID-19 Pandemic on Firm Performance," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2213-2230, August.
    26. Afees A. Salisu & Lateef O. Akanni, 2020. "Constructing a Global Fear Index for the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2310-2331, August.
    27. Omair Haroon & Mohsin Ali & Abdullah Khan & Mudeer A. Khattak & Syed Aun R. Rizvi, 2021. "Financial Market Risks during the COVID-19 Pandemic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(8), pages 2407-2414, June.
    28. Hasbrouck, Joel, 1993. "Assessing the Quality of a Security Market: A New Approach to Transaction-Cost Measurement," Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 191-212.
    29. HaiYue Liu & Yile Wang & Dongmei He & Cangyu Wang, 2020. "Short term response of Chinese stock markets to the outbreak of COVID-19," Applied Economics, Taylor & Francis Journals, vol. 52(53), pages 5859-5872, November.
    30. Yezhou Sha & Susan Sunila Sharma, 2020. "Research on Pandemics Special Issue of the Journal Emerging Markets Finance and Trade," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2133-2137, August.
    31. Conghui Chen & Lanlan Liu & Ningru Zhao, 2020. "Fear Sentiment, Uncertainty, and Bitcoin Price Dynamics: The Case of COVID-19," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2298-2309, August.
    32. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    33. Tarun Chordia, 2005. "An Empirical Analysis of Stock and Bond Market Liquidity," Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 85-129.
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    Cited by:

    1. Maher Abida & Emna Mnif, 2023. "Investor Attention in Cryptocurrency Markets: Examining the Effects of Vaccination and COVID-19 Spread through a Wavelet Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 13(5), pages 43-51, September.
    2. Bedford, Anna & Bugeja, Martin & Ghannam, Samir & Jeganathan, Davina & Ma, Nelson, 2023. "Were CEO pay cuts during the COVID-19 pandemic merely symbolic? Shareholders' reaction and outrage," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    3. Lyócsa, Štefan & Halousková, Martina & Haugom, Erik, 2023. "The US banking crisis in 2023: Intraday attention and price variation of banks at risk," Finance Research Letters, Elsevier, vol. 57(C).
    4. Wenwen Liu & Jinyu Yang & Jingrui Chen & Lei Xu, 2023. "How Social-Network Attention and Sentiment of Investors Affect Commodity Futures Market Returns: New Evidence From China," SAGE Open, , vol. 13(1), pages 21582440231, January.
    5. Imene Ben El Hadj Said & Skander Slim, 2022. "The Dynamic Relationship between Investor Attention and Stock Market Volatility: International Evidence," JRFM, MDPI, vol. 15(2), pages 1-25, February.
    6. Dash, Saumya Ranjan & Maitra, Debasish, 2022. "The COVID-19 pandemic uncertainty, investor sentiment, and global equity markets: Evidence from the time-frequency co-movements," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    7. Emre BULUT & Ahmed İhsan ŞİMŞEK, 2023. "The Relationship Between the Stock Market Volatility, Liquidity, Exchange Rate Return, and Stock Return During the COVID-19 Period: The case of the BIST 100 Index," Bingol University Journal of Economics and Administrative Sciences, Bingol University, Faculty of Economics and Administrative Sciences, vol. 7(1), pages 121-135, June.
    8. Oguzhan Cepni, Duc Khuong Nguyen, and Ahmet Sensoy, 2022. "News Media and Attention Spillover across Energy Markets: A Powerful Predictor of Crude Oil Futures Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    9. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Saleem, Owais & Adeoye, Habeeb A., 2022. "Asymmetric connectedness between Google-based investor attention and the fourth industrial revolution assets: The case of FinTech and Robotics & Artificial intelligence stocks," Technology in Society, Elsevier, vol. 68(C).
    10. Bouri, Elie & Harb, Etienne, 2022. "The size of good and bad volatility shocks does matter for spillovers," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    11. Xu, Liao & Xue, Mingqi & Zhang, Xuan & Zhao, Yang, 2023. "Heterogeneously informed trading and the stock market efficiency during the COVID-19 pandemic," International Review of Financial Analysis, Elsevier, vol. 87(C).

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    More about this item

    Keywords

    COVID-19; Efficient price; Investor attention; Stock market volatility;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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