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What threatens stock market returns under the COVID-19 crisis in China: the pandemic itself or the media hype around it?

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  • Xin Li
  • Chi-Wei Su
  • Zheng Li
  • Muhammad Umar

Abstract

The outbreak of the COVID-19 pandemic received widespread media attention, and global financial markets reacted strongly to the pandemic shocks. It is, therefore, worthwhile to detect the influence of media hype about COVID-19 and the pandemic index on stock market price returns. Utilising a newly developed non-linear ARDL model, our empirical outcomes show that the direct effect of the COVID-19 pandemic index on sectoral stock market returns is generally weak and significant only in the Energy, Financials, and Health Care sectors. In contrast to the direct effect of the COVID-19, we find that the media hype index pronouncedly affects sectoral stock market returns, with a significant negative effect in most sectors and with asymmetry. The dynamic asymmetric causality test has been applied for robustness check, where there is time-varying asymmetric causality from media hype to sectoral stock markets. These findings help investors with different investment horizons in emerging markets understand sector-level stock price dynamics and formulate investment strategies during the pandemic. Furthermore, market regulators should consider asymmetric effects over time when formulating strategies and making policy decisions.

Suggested Citation

  • Xin Li & Chi-Wei Su & Zheng Li & Muhammad Umar, 2023. "What threatens stock market returns under the COVID-19 crisis in China: the pandemic itself or the media hype around it?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2106272-210, December.
  • Handle: RePEc:taf:reroxx:v:36:y:2023:i:2:p:2106272
    DOI: 10.1080/1331677X.2022.2106272
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    as
    1. Topcu, Mert & Gulal, Omer Serkan, 2020. "The impact of COVID-19 on emerging stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    2. Anindya Banerjee & Juan Dolado & Ricardo Mestre, 1998. "Error‐correction Mechanism Tests for Cointegration in a Single‐equation Framework," Journal of Time Series Analysis, Wiley Blackwell, vol. 19(3), pages 267-283, May.
    3. Su, Chi-Wei & Pang, Lidong & Umar, Muhammad & Lobonţ, Oana-Ramona & Moldovan, Nicoleta-Claudia, 2022. "Does gold's hedging uncertainty aura fade away?," Resources Policy, Elsevier, vol. 77(C).
    4. Mei-Ping Chen & Chien-Chiang Lee & Yu-Hui Lin & Wen-Yi Chen, 2018. "Did the S.A.R.S. epidemic weaken the integration of Asian stock markets? Evidence from smooth time-varying cointegration analysis," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 31(1), pages 908-926, January.
    5. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    6. Harold Glenn A. Valera & Mark J. Holmes & Gazi Hassan, 2017. "Stock market uncertainty and interest rate behaviour: a panel GARCH approach," Applied Economics Letters, Taylor & Francis Journals, vol. 24(11), pages 732-735, June.
    7. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    8. Manel Youssef & Khaled Mokni & Ahdi Noomen Ajmi, 2021. "Dynamic connectedness between stock markets in the presence of the COVID-19 pandemic: does economic policy uncertainty matter?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-27, December.
    9. Srinivas Nippani & Kenneth Washer, 2004. "SARS: a non-event for affected countries' stock markets?," Applied Financial Economics, Taylor & Francis Journals, vol. 14(15), pages 1105-1110.
    10. Donadelli, Michael & Kizys, Renatas & Riedel, Max, 2017. "Dangerous infectious diseases: Bad news for Main Street, good news for Wall Street?," Journal of Financial Markets, Elsevier, vol. 35(C), pages 84-103.
    11. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. David Harvey & Terence Mills, 2002. "Unit roots and double smooth transitions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 29(5), pages 675-683.
    14. Daniel Andrei & Michael Hasler, 2015. "Investor Attention and Stock Market Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 33-72.
    15. Nepp, Alexander & Okhrin, Ostap & Egorova, Julia & Dzhuraeva, Zarnigor & Zykov, Alexander, 2022. "What threatens stock markets more - The coronavirus or the hype around it?," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 519-539.
    16. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    17. Zaremba, Adam & Kizys, Renatas & Aharon, David Y. & Demir, Ender, 2020. "Infected Markets: Novel Coronavirus, Government Interventions, and Stock Return Volatility around the Globe," Finance Research Letters, Elsevier, vol. 35(C).
    18. Qadan, Mahmoud & Kliger, Doron & Chen, Nir, 2019. "Idiosyncratic volatility, the VIX and stock returns," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 431-441.
    19. Su, Chi-Wei & Khan, Khalid & Umar, Muhammad & Zhang, Weike, 2021. "Does renewable energy redefine geopolitical risks?," Energy Policy, Elsevier, vol. 158(C).
    20. Alexander Molchanov & Jeffrey Stangl, 2018. "Investor sentiment and industry returns," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 546-570, October.
    21. Cepoi, Cosmin-Octavian, 2020. "Asymmetric dependence between stock market returns and news during COVID-19 financial turmoil," Finance Research Letters, Elsevier, vol. 36(C).
    22. Ni, Zhong-Xin & Wang, Da-Zhong & Xue, Wen-Jun, 2015. "Investor sentiment and its nonlinear effect on stock returns—New evidence from the Chinese stock market based on panel quantile regression model," Economic Modelling, Elsevier, vol. 50(C), pages 266-274.
    23. Ichev, Riste & Marinč, Matej, 2018. "Stock prices and geographic proximity of information: Evidence from the Ebola outbreak," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 153-166.
    24. Ding, David K. & Charoenwong, Charlie & Seetoh, Raymond, 2004. "Prospect theory, analyst forecasts, and stock returns," Journal of Multinational Financial Management, Elsevier, vol. 14(4-5), pages 425-442.
    25. Zhang, Wenlang & Semmler, Willi, 2009. "Prospect theory for stock markets: Empirical evidence with time-series data," Journal of Economic Behavior & Organization, Elsevier, vol. 72(3), pages 835-849, December.
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    Cited by:

    1. Tian, Lihui & Li, Xin & Lee, Cheng-Wen & Spulbăr, Cristi, 2024. "Investigating the asymmetric impact of artificial intelligence on renewable energy under climate policy uncertainty," Energy Economics, Elsevier, vol. 137(C).
    2. Xin Wang & Maurice Vergeer, 2024. "Effect of Social Media Posts on Stock Market During COVID-19 Infodemic: An Agenda Diffusion Approach," SAGE Open, , vol. 14(1), pages 21582440241, January.
    3. Waqas Shair & Dr. Farhat Rasul & Sidra Raza & Dr. Ayesha Qamar, 2023. "Panic News and media Hype Effects on Stock Market Returns and Volatility amid Infectious Diseases Turmoil," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(4), pages 79-87.

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