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The Australian Stock Market’s Reaction to the First Wave of the COVID-19 Pandemic and Black Summer Bushfires: A Sectoral Analysis

Author

Listed:
  • Samet Gunay

    (College of Business Administration, American University of the Middle East, Egaila 15453, Kuwait)

  • Walid Bakry

    (School of Business, Western Sydney University, Locked Bag 1797, Penrith, Sydney, NSW 2751, Australia)

  • Somar Al-Mohamad

    (College of Business Administration, American University of the Middle East, Egaila 15453, Kuwait)

Abstract

In this study, we investigated the impact of the first wave of the COVID-19 pandemic on various sectors of the Australian stock market. Market capitalization and equally weighted indices were formed for eleven Australian sectors to examine the influence of the pandemic on them. First, we examined the financial contagion between the Chinese stock market and Australian sector indices through the dynamic conditional correlation fractionally integrated generalized autoregressive conditional heteroskedasticity (DCC-FIGARCH) model. We found high time-varying correlations between the Chinese stock market and most of the Australian sector indices, with the financial, health care, information technology, and utility sectors displaying a decrease in co-movements during the pandemic. The Modified Iterative Cumulative Sum of Squares (MICSS) analysis results indicated the presence of structural breaks in the volatilities of most of the sector indices around the end of February 2020, but consumer staples, industry, information technology and real estate indices did not display any break. Markov regime-switching regression analysis depicted that the pandemic has mainly affected three sectors: consumer staples, industry, and real estate. When we considered the firm size, we found that smaller companies in the energy sector exhibited gradual deterioration, whereas small firms in the consumer staples sector experienced the largest positive impact from the pandemic.

Suggested Citation

  • Samet Gunay & Walid Bakry & Somar Al-Mohamad, 2021. "The Australian Stock Market’s Reaction to the First Wave of the COVID-19 Pandemic and Black Summer Bushfires: A Sectoral Analysis," JRFM, MDPI, vol. 14(4), pages 1-19, April.
  • Handle: RePEc:gam:jjrfmx:v:14:y:2021:i:4:p:175-:d:534154
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    as
    1. Frédérique Bec & Mélika Ben Salem & Marine Carrasco, 2010. "Detecting Mean Reversion in Real Exchange Rates from a Multiple Regime star Model," Annals of Economics and Statistics, GENES, issue 99-100, pages 395-427.
    2. repec:cup:cbooks:9781108422536 is not listed on IDEAS
    3. Bouri, Elie & Cepni, Oguzhan & Gabauer, David & Gupta, Rangan, 2021. "Return connectedness across asset classes around the COVID-19 outbreak," International Review of Financial Analysis, Elsevier, vol. 73(C).
    4. Rüdiger Fahlenbrach & Kevin Rageth & René M Stulz, 2021. "How Valuable Is Financial Flexibility when Revenue Stops? Evidence from the COVID-19 Crisis [The risk of being a fallen angel and the corporate dash for cash in the midst of COVID]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5474-5521.
    5. Zarnowitz, Victor & Ozyildirim, Ataman, 2006. "Time series decomposition and measurement of business cycles, trends and growth cycles," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1717-1739, October.
    6. Markus Brueckner & Joaquin Vespignani, 2021. "COVID‐19 Infections and the Performance of the Stock Market: An Empirical Analysis for Australia," Economic Papers, The Economic Society of Australia, vol. 40(3), pages 173-193, September.
    7. Rui Albuquerque & Yrjo Koskinen & Shuai Yang & Chendi Zhang, 2020. "Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 593-621.
    8. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    9. Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Schwedeler, Markus & Tahoun, Ahmed, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," CEPR Discussion Papers 14573, C.E.P.R. Discussion Papers.
    10. Arran Thatcher & Mona Zhang & Hayden Todoroski & Anthony Chau & Joanna Wang & Gang Liang, 2020. "Predicting the Impact of COVID-19 on Australian Universities," JRFM, MDPI, vol. 13(9), pages 1-20, August.
    11. Shehzad, Khurram & Xiaoxing, Liu & Kazouz, Hayfa, 2020. "COVID-19’s disasters are perilous than Global Financial Crisis: A rumor or fact?," Finance Research Letters, Elsevier, vol. 36(C).
    12. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    13. Cristiana Benedetti-Fasil & Petr Sedláček & Vincent Sterk, 2022. "Startups and employment following the COVID-19 pandemic: a calculator," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(111), pages 507-533.
    14. Fateh Belaid & Amine Ben Amar & Stéphane Goutte & Khaled Guesmi, 2023. "Emerging and advanced economies markets behaviour during the COVID‐19 crisis era," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 1563-1581, April.
    15. Vo, Xuan Vinh & Tran, Thi Tuan Anh, 2020. "Modelling volatility spillovers from the US equity market to ASEAN stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    16. repec:adr:anecst:y:2010:i:99-100:p:16 is not listed on IDEAS
    17. Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
    18. Rui Albuquerque & Yrjo Koskinen & Shuai Yang & Chendi Zhang, 0. "Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 593-621.
    19. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    20. Omokolade Akinsomi, 2020. "How resilient are REITs to a pandemic? The COVID-19 effect," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 39(1), pages 19-24, July.
    21. Hiebert, Paul & Jaccard, Ivan & Schüler, Yves, 2018. "Contrasting financial and business cycles: Stylized facts and candidate explanations," Journal of Financial Stability, Elsevier, vol. 38(C), pages 72-80.
    22. Mehmet Ali Ulubaşoğlu & Muhammad Habibur Rahman & Yasin Kürşat Önder & Yiqun Chen & Abbas Rajabifard, 2019. "Floods, Bushfires and Sectoral Economic Output in Australia, 1978–2014," The Economic Record, The Economic Society of Australia, vol. 95(308), pages 58-80, March.
    23. Brooks,Chris, 2019. "Introductory Econometrics for Finance," Cambridge Books, Cambridge University Press, number 9781108436823, September.
    24. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    25. Kim, Chang-Jin & Piger, Jeremy & Startz, Richard, 2008. "Estimation of Markov regime-switching regression models with endogenous switching," Journal of Econometrics, Elsevier, vol. 143(2), pages 263-273, April.
    26. Rashmi Chaudhary & Priti Bakhshi & Hemendra Gupta, 2020. "Volatility in International Stock Markets: An Empirical Study during COVID-19," JRFM, MDPI, vol. 13(9), pages 1-17, September.
    27. Michael Pippenger & Gregory Goering, 2000. "Additional results on the power of unit root and cointegration tests under threshold processes," Applied Economics Letters, Taylor & Francis Journals, vol. 7(10), pages 641-644.
    28. Qing He & Junyi Liu & Sizhu Wang & Jishuang Yu, 2020. "The impact of COVID-19 on stock markets," Economic and Political Studies, Taylor & Francis Journals, vol. 8(3), pages 275-288, July.
    29. Laura Alfaro & Anusha Chari & Andrew N. Greenland & Peter K. Schott, 2020. "Aggregate and Firm-Level Stock Returns During Pandemics, in Real Time," NBER Working Papers 26950, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

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    2. Larissa Batrancea, 2021. "The Nexus between Financial Performance and Equilibrium: Empirical Evidence on Publicly Traded Companies from the Global Financial Crisis Up to the COVID-19 Pandemic," JRFM, MDPI, vol. 14(5), pages 1-12, May.
    3. Lin, Weinan & Ouyang, Ruolan & Zhang, Xuan & Zhuang, Chengkai, 2023. "Network analysis of international financial markets contagion based on volatility indexes," Finance Research Letters, Elsevier, vol. 56(C).
    4. Bakry, Walid & Kavalmthara, Peter John & Saverimuttu, Vivienne & Liu, Yiyang & Cyril, Sajan, 2022. "Response of stock market volatility to COVID-19 announcements and stringency measures: A comparison of developed and emerging markets," Finance Research Letters, Elsevier, vol. 46(PA).
    5. 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).
    6. Beata Bieszk-Stolorz & Iwona Markowicz, 2021. "Decline in Share Prices of Energy and Fuel Companies on the Warsaw Stock Exchange as a Reaction to the COVID-19 Pandemic," Energies, MDPI, vol. 14(17), pages 1-17, August.
    7. Samet Gunay & Gokberk Can, 2022. "The source of financial contagion and spillovers: An evaluation of the covid-19 pandemic and the global financial crisis," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-20, January.

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