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Examining the dynamic effect of COVID-19 pandemic on dwindling oil prices using structural vector autoregressive model

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  • Adedeji, Abdulkabir N.
  • Ahmed, Funmilola F.
  • Adam, Shehu U.

Abstract

Emergence of COVID-19 pandemic in China hit oil prices most, traded at a negative for the first time ever in the international oil market. In this paper, we examine the dynamic effect on four major oil prices of COVID-19 with reference to China and Nigeria. We use daily frequency data, and employ structural vector autoregressive method for the analysis. We find that the impact of COVID-19 pandemic accounted for smallest shares of movement in Bonny and Daqing oil prices, only 14% in China's Daqing and 17% in Nigeria’ Bonny, and the effect is even weaker on BRENT and WTI, 7% on each price as forecast error parameters indicate. This shows that the impact of infections of COVID-19 can short-lived and leave a minimal impact on economies, but the reaction of the market itself is subject matter. Thus, it is predicted that oil prices are likely to rise in future weeks as oil demand and major economies are expected to fully open and quickly recover. China may need to take advantage of the present low oil price to benefit its economy, while Nigeria may need to be careful in external borrowing binge embarked on to cushion the effect of oil price falls as it may debt-trap the economy.

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  • Adedeji, Abdulkabir N. & Ahmed, Funmilola F. & Adam, Shehu U., 2021. "Examining the dynamic effect of COVID-19 pandemic on dwindling oil prices using structural vector autoregressive model," Energy, Elsevier, vol. 230(C).
  • Handle: RePEc:eee:energy:v:230:y:2021:i:c:s0360544221010616
    DOI: 10.1016/j.energy.2021.120813
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    as
    1. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    2. Zeng, Bo & Li, Chuan, 2016. "Forecasting the natural gas demand in China using a self-adapting intelligent grey model," Energy, Elsevier, vol. 112(C), pages 810-825.
    3. Dogrul, H. Günsel & Soytas, Ugur, 2010. "Relationship between oil prices, interest rate, and unemployment: Evidence from an emerging market," Energy Economics, Elsevier, vol. 32(6), pages 1523-1528, November.
    4. Li, Yun Daisy & Iscan, Talan B. & Xu, Kuan, 2010. "The impact of monetary policy shocks on stock prices: Evidence from Canada and the United States," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 876-896, September.
    5. Yeh, Fang-Yu & Hu, Jin-Li & Lin, Cheng-Hsun, 2012. "Asymmetric impacts of international energy shocks on macroeconomic activities," Energy Policy, Elsevier, vol. 44(C), pages 10-22.
    6. Maheu, John M. & Song, Yong & Yang, Qiao, 2020. "Oil price shocks and economic growth: The volatility link," International Journal of Forecasting, Elsevier, vol. 36(2), pages 570-587.
    7. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    8. Ibrahim Turhan & Erk Hacihasanoglu & Ugur Soytas, 2013. "Oil Prices and Emerging Market Exchange Rates," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(S1), pages 21-36, January.
    9. Ugwushi Bellema Ihua & Olatunde Abiodun Olabowale & Kamdi Nnanna Eloji & Chris Ajayi, 2011. "Entrepreneurial implications of Nigeria's oil industry local content policy: Perceptions from the Niger Delta region," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing, vol. 5(2), pages 223-241, April.
    10. Chen, Jinyu & Zhu, Xuehong & Li, Hailing, 2020. "The pass-through effects of oil price shocks on China's inflation: A time-varying analysis," Energy Economics, Elsevier, vol. 86(C).
    11. Wesseh, Presley K. & Lin, Boqiang, 2018. "Exchange rate fluctuations, oil price shocks and economic growth in a small net-importing economy," Energy, Elsevier, vol. 151(C), pages 402-407.
    12. Liu, Donghui & Meng, Lingjie & Wang, Yudong, 2020. "Oil price shocks and Chinese economy revisited: New evidence from SVAR model with sign restrictions," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 20-32.
    13. Ghulam Ali & Khalid Zaman & Talat Islam, 2018. "Macroeconomic Shocks and Malaysian Tourism Industry: Evidence from a Structural VAR Model," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 22(4), pages 1113-1137, Autumn.
    14. Mohamed Aseel Shokr & Zulkefly Abdul Karim & Mohd Azlan Shah Zaidi, 2019. "Monetary policy and macroeconomic responses: non-recursive SVAR study of Egypt," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 11(3), pages 319-337, January.
    15. Lardic, Sandrine & Mignon, Valérie, 2008. "Oil prices and economic activity: An asymmetric cointegration approach," Energy Economics, Elsevier, vol. 30(3), pages 847-855, May.
    16. Mansor H. Ibrahim & Kanokwan Chancharoenchai, 2014. "How inflationary are oil price hikes? A disaggregated look at Thailand using symmetric and asymmetric cointegration models," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 19(3), pages 409-422, July.
    17. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    18. Zhang, Dayong & Ji, Qiang & Kutan, Ali M., 2019. "Dynamic transmission mechanisms in global crude oil prices: Estimation and implications," Energy, Elsevier, vol. 175(C), pages 1181-1193.
    19. Shangle, Ai & Solaymani, Saeed, 2020. "Responses of monetary policies to oil price changes in Malaysia," Energy, Elsevier, vol. 200(C).
    20. Adedeji, Abdulkabir Niran & Sidique, Shaufique Fahmi & Rahman, Azmawani Abd & Law, Siong Hook, 2016. "The role of local content policy in local value creation in Nigeria's oil industry: A structural equation modeling (SEM) approach," Resources Policy, Elsevier, vol. 49(C), pages 61-73.
    21. Nguyen, Cuong & Bhatti, M. Ishaq & Komorníková, Magda & Komorník, Jozef, 2016. "Gold price and stock markets nexus under mixed-copulas," Economic Modelling, Elsevier, vol. 58(C), pages 283-292.
    22. Gong, Xu & Chen, Liqiang & Lin, Boqiang, 2020. "Analyzing dynamic impacts of different oil shocks on oil price," Energy, Elsevier, vol. 198(C).
    23. Sharif, Arshian & Aloui, Chaker & Yarovaya, Larisa, 2020. "COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    24. Filippo Lechthaler & Lisa Leinert, 2019. "Moody oil: What is driving the crude oil price?," Empirical Economics, Springer, vol. 57(5), pages 1547-1578, November.
    25. Tomasz Koluk & Aaron Mehrotra, 2009. "The impact of Chinese monetary policy shocks on East and South‐East Asia1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(1), pages 121-145, January.
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