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Assessing the impacts of Covid-19 on stock exchange, gold prices, and financial markets: Fresh evidences from econometric analysis

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  • Li, Junji
  • Wang, Rui
  • Aizhan, Duisebayeva
  • Karimzade, Mehriban

Abstract

This research analyses the relative efficacy of gold price, financial market, and stock exchange hedging against sectoral and industry-level global stock market returns. Incorporating Gold into equity-based asset allocation techniques and assessing the stock market and financial sector during the COVID-19 epidemic is one way to diversify your portfolio and reduce risk. After orthogonalizing raw returns concerning a robust collection of relevant universal variables, we conduct our analysis inside a bivariate GARCH(p, q) framework. To further assess ideal portfolio proportions and the efficacy of hedging methods, we expand the volatility spillovers study by calculating the optimal weights for a minimal risk portfolio and determining the hedge ratio. In high-volatility environments, our results show which financial market and stock exchange sectors and industries investors should prioritize to minimize the risk and maximize reward. Use of country-specific macroeconomic variables indices to supplement the worldwide index, (3) separate analysis for the COVID-19 first wave due to the existing argument that the pandemic raises unexpected market events and our early data showing co-movement among the three unpredictability metrics during the pandemic. These findings have important implications for portfolio entrepreneurs and business investors looking to buy international equities.

Suggested Citation

  • Li, Junji & Wang, Rui & Aizhan, Duisebayeva & Karimzade, Mehriban, 2023. "Assessing the impacts of Covid-19 on stock exchange, gold prices, and financial markets: Fresh evidences from econometric analysis," Resources Policy, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:jrpoli:v:83:y:2023:i:c:s0301420723003288
    DOI: 10.1016/j.resourpol.2023.103617
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    1. Zhang, Dongyang & Mohsin, Muhammad & Rasheed, Abdul Khaliq & Chang, Youngho & Taghizadeh-Hesary, Farhad, 2021. "Public spending and green economic growth in BRI region: Mediating role of green finance," Energy Policy, Elsevier, vol. 153(C).
    2. Xiuzhen, Xie & Zheng, Wenxiu & Umair, Muhammad, 2022. "Testing the fluctuations of oil resource price volatility: A hurdle for economic recovery," Resources Policy, Elsevier, vol. 79(C).
    3. Chang, Lei & Qian, Chong & Dilanchiev, Azer, 2022. "Nexus between financial development and renewable energy: Empirical evidence from nonlinear autoregression distributed lag," Renewable Energy, Elsevier, vol. 193(C), pages 475-483.
    4. Chang, Lei & Baloch, Zulfiqar Ali & Saydaliev, Hayot Berk & Hyder, Mansoor & Dilanchiev, Azer, 2022. "Testing oil price volatility during Covid-19: Global economic impact," Resources Policy, Elsevier, vol. 78(C).
    5. Li, ChangZheng & Umair, Muhammad, 2023. "Does green finance development goals affects renewable energy in China," Renewable Energy, Elsevier, vol. 203(C), pages 898-905.
    6. Tom Montgomery & Micaela Mazzei, 2020. "Social innovation: how societies find the power to change," International Review of Applied Economics, Taylor & Francis Journals, vol. 34(5), pages 691-696, September.
    7. Edward B. Barbier & Joanne C. Burgess, 2017. "Natural Resource Economics, Planetary Boundaries and Strong Sustainability," Sustainability, MDPI, vol. 9(10), pages 1-12, October.
    8. Wang, Kai-Hua & Umar, Muhammad & Akram, Rabia & Caglar, Ersin, 2021. "Is technological innovation making world "Greener"? An evidence from changing growth story of China," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    9. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    10. Agyekum, Ephraim Bonah & Amjad, Fahd & Mohsin, Muhammad & Ansah, Michael Nii Sanka, 2021. "A bird's eye view of Ghana's renewable energy sector environment: A Multi-Criteria Decision-Making approach," Utilities Policy, Elsevier, vol. 70(C).
    11. Mohsin, M. & Zhou, P. & Iqbal, N. & Shah, S.A.A., 2018. "Assessing oil supply security of South Asia," Energy, Elsevier, vol. 155(C), pages 438-447.
    12. Liu, Fang & Umair, Muhammad & Gao, Junjun, 2023. "Assessing oil price volatility co-movement with stock market volatility through quantile regression approach," Resources Policy, Elsevier, vol. 81(C).
    13. Zhang, Yonggang & Dilanchiev, Azer, 2022. "Economic recovery, industrial structure and natural resource utilization efficiency in China: Effect on green economic recovery," Resources Policy, Elsevier, vol. 79(C).
    14. Carlota Perez, 2009. "Technological revolutions and techno-economic paradigms," The Other Canon Foundation and Tallinn University of Technology Working Papers in Technology Governance and Economic Dynamics 20, TUT Ragnar Nurkse Department of Innovation and Governance.
    15. Fang, Wei & Liu, Zhen & Surya Putra, Ahmad Romadhoni, 2022. "Role of research and development in green economic growth through renewable energy development: Empirical evidence from South Asia," Renewable Energy, Elsevier, vol. 194(C), pages 1142-1152.
    16. Pan, Weihua & Cao, Hang & Liu, Ying, 2023. "“Green” innovation, privacy regulation and environmental policy," Renewable Energy, Elsevier, vol. 203(C), pages 245-254.
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