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How much and how long? The transmission of external shocks on stock market in Chinese hospitality and tourism industry

Author

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  • Yuan Chen
  • Qikexin Yu
  • Peiwen Yuan
  • Yeyang Zhao

Abstract

In this study, we employ the synthetic control method to evaluate the transmission of external shocks, taking COVID‐19 as an example, on the stock market in the Chinese hospitality and tourism industry, specifically in the catering, hotel, cultural landscape, natural landscape, and travel agency sectors. We find an increasingly negative causal effect on stock returns in all five sectors within 1–2 days after the external shock occurred. However, this impact then gradually shrank, disappearing after 7 days. We also show that the short‐ and long‐term causal effects of the external shock on stock volatility in the above sectors are positive and significant, due to the great uncertainty induced by the pandemic. We examine the sensitivity of stock market reactions and find that hotels are the most vulnerable among the five sectors in terms of the duration of the pandemic's negative impact. Finally, we report that larger firms in the catering and hotel sectors (compared to the other three sectors) show a greater increase in volatility. These findings provide valuable insights into financial market reactions to an external shock and offer implications for crisis management in the hospitality and tourism industry during such events.

Suggested Citation

  • Yuan Chen & Qikexin Yu & Peiwen Yuan & Yeyang Zhao, 2025. "How much and how long? The transmission of external shocks on stock market in Chinese hospitality and tourism industry," International Studies of Economics, John Wiley & Sons, vol. 20(3), pages 279-296, September.
    • Handle: RePEc:wly:intsec:v:20:y:2025:i:3:p:279-296
    DOI: 10.1002/ise3.103
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    References listed on IDEAS

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    1. Glennon, Dennis & Nigro, Peter, 2005. "Measuring the Default Risk of Small Business Loans: A Survival Analysis Approach," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(5), pages 923-947, October.
    2. Broadstock, David C. & Cao, Hong & Zhang, Dayong, 2012. "Oil shocks and their impact on energy related stocks in China," Energy Economics, Elsevier, vol. 34(6), pages 1888-1895.
    3. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    4. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    5. Zhang, Xuan & Ouyang, Ruolan & Liu, Ding & Xu, Liao, 2020. "Determinants of corporate default risk in China: The role of financial constraints," Economic Modelling, Elsevier, vol. 92(C), pages 87-98.
    6. Jessica A. Wachter, 2013. "Can Time-Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility?," Journal of Finance, American Finance Association, vol. 68(3), pages 987-1035, June.
    7. 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.
    8. Noémi Kreif & Richard Grieve & Dominik Hangartner & Alex James Turner & Silviya Nikolova & Matt Sutton, 2016. "Examination of the Synthetic Control Method for Evaluating Health Policies with Multiple Treated Units," Health Economics, John Wiley & Sons, Ltd., vol. 25(12), pages 1514-1528, December.
    9. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    10. Manela, Asaf & Moreira, Alan, 2017. "News implied volatility and disaster concerns," Journal of Financial Economics, Elsevier, vol. 123(1), pages 137-162.
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