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Regional analytics and forecasting for most affected stock markets: The case of GCC stock markets during COVID-19 pandemic

Author

Listed:
  • Khalid Alkhatib

    (University of Science and Technology)

  • Mothanna Almahmood

    (University of Science and Technology)

  • Omar Elayan

    (University of Science and Technology)

  • Laith Abualigah

    (Amman Arab University
    Universiti Sains Malaysia)

Abstract

This paper determines the most affected stock market by COVID-19 among GCC stock markets and extracts the factors that increase this effect. Recommendations from the analytics results are studied, which can mitigate the financial impacts by taking the proper actions to reduce them. Despite the actions taken by countries worldwide to prevent the spread of COVID-19, the financial effects are still unidentified. Recently, the spread of the COVID-19 caused a decline in the stock market indicators because most sectors witnessed a recession because of curfews imposed to limit the spread of the virus. Different datasets are collected from the “Trading Economics” website, related to the indicators of COVID-19 and stock markets for each Gulf Cooperation Council (GCC) country. In addition, constructing visualizations of the most critical factors that support the facts extracted from the correlation analytics results showed that Bahrain was most affected by the COVID-19 pandemic with 47,351 confirmed cases per million populations. Moreover, building a forecasting model using Artificial Neural Network to establish how the virus will continue spreading until the end of May 2020. The results showed that the Kuwait stock market was the most affected by the pandemic, with average losses of −0.28. The losses would soon increase in the Bahrain stock market by −0.29, so in the next two months, the losses would be −0.35%, and Bahrain would be the most affected market in GCC.

Suggested Citation

  • Khalid Alkhatib & Mothanna Almahmood & Omar Elayan & Laith Abualigah, 2022. "Regional analytics and forecasting for most affected stock markets: The case of GCC stock markets during COVID-19 pandemic," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(3), pages 1298-1308, June.
    • Handle: RePEc:spr:ijsaem:v:13:y:2022:i:3:d:10.1007_s13198-021-01445-9
    DOI: 10.1007/s13198-021-01445-9
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    References listed on IDEAS

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    1. Warwick McKibbin & Roshen Fernando, 2021. "The Global Macroeconomic Impacts of COVID-19: Seven Scenarios," Asian Economic Papers, MIT Press, vol. 20(2), pages 1-30, Summer.
    2. Donia Aloui & Stéphane Goutte & Khaled Guesmi & Rafla Hchaichi, 2020. "COVID 19's impact on crude oil and natural gas S&P GS Indexes," Working Papers halshs-02613280, HAL.
    3. Okorie, David Iheke & Lin, Boqiang, 2021. "Adaptive market hypothesis: The story of the stock markets and COVID-19 pandemic," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    4. Conlon, Thomas & Corbet, Shaen & McGee, Richard J., 2020. "Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 54(C).
    5. Amine Ben Amar & Fateh Bélaïd & Adel Ben Youssef & Khaled Guesmi, 2021. "Connectedness among regional financial markets in the context of the COVID-19," Applied Economics Letters, Taylor & Francis Journals, vol. 28(20), pages 1789-1796, November.
    6. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    7. Adel Mottahedi & Farhang Sereshki & Mohammad Ataei & Ali Nouri Qarahasanlou & Abbas Barabadi, 2021. "Resilience analysis: A formulation to model risk factors on complex system resilience," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 12(5), pages 871-883, October.
    8. Nader Alber & Amr Saleh, 2020. "The Impact of Covid-19 Spread on Stock Markets: The Case of the GCC Countries," International Business Research, Canadian Center of Science and Education, vol. 13(11), pages 1-16, November.
    9. Sherif, Mohamed, 2020. "The impact of Coronavirus (COVID-19) outbreak on faith-based investments: An original analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    10. Szczygielski, Jan Jakub & Bwanya, Princess Rutendo & Charteris, Ailie & Brzeszczyński, Janusz, 2021. "The only certainty is uncertainty: An analysis of the impact of COVID-19 uncertainty on regional stock markets," Finance Research Letters, Elsevier, vol. 43(C).
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    Cited by:

    1. Angosto-Fernández Pedro Luis & Ferrández-Serrano Victoria, 2022. "World capital markets facing the first wave of COVID-19: Traditional event study versus sensitivity to new cases," Economics and Business Review, Sciendo, vol. 8(4), pages 5-38, December.
    2. Jitender Kumar & Neha Prince, 2022. "Overconfidence bias in the Indian stock market in diverse market situations: an empirical study," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(6), pages 3031-3047, December.

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