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Modeling the Asymmetric Relationship between the Covid-19 and the U.S Dollar Exchange Rate: an Empirical Analysis via the NARDL Approach

Author

Listed:
  • Benzid, Lamia
  • Bakari, Sayef

Abstract

This research paper analyses the extent to which Covid-19 changes hold an asymmetric impact on the US dollar exchange rate for the period starting from the 01st March 2020 to the 28th of August 2020. In order to attain this objective, an asymmetric nonlinear co-integration approach (NARDL) is applied. As a matter of fact the results evidence three findings. First, we find a long-run co-integrating relationship between the US dollar exchange rate and the Covid-19 (number of cases and number of deaths). Second, in this relationship, the long-run asymmetry runs from the number of cases to the US dollar exchange rate, a finding that is statistically robust as the parameters of the NARDL models are stable with well-behaved errors. Third, we reveal that the number of deaths has no asymmetric impact on the US dollar exchange rate, which implies the fact that both a positive and a negative number of deaths, movements have the same impacts on the US dollar exchange rate in the short-run and long-run. Therefore, this study recommended that the American government must take nonlinear decisive actions to deal with the health and economic crises in the face of major uncertainty.

Suggested Citation

  • Benzid, Lamia & Bakari, Sayef, 2021. "Modeling the Asymmetric Relationship between the Covid-19 and the U.S Dollar Exchange Rate: an Empirical Analysis via the NARDL Approach," MPRA Paper 105566, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:105566
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    References listed on IDEAS

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    1. Reboredo, Juan C., 2012. "Modelling oil price and exchange rate co-movements," Journal of Policy Modeling, Elsevier, vol. 34(3), pages 419-440.
    2. Kilian, Lutz, 1999. "Exchange Rates and Monetary Fundamentals: What Do We Learn from Long-Horizon Regressions?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 491-510, Sept.-Oct.
    3. Ding, Liang & Vo, Minh, 2012. "Exchange rates and oil prices: A multivariate stochastic volatility analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(1), pages 15-37.
    4. Richard Meese & Kenneth Rogoff, 1983. "The Out-of-Sample Failure of Empirical Exchange Rate Models: Sampling Error or Misspecification?," NBER Chapters, in: Exchange Rates and International Macroeconomics, pages 67-112, National Bureau of Economic Research, Inc.
    5. Claudiu Albulescu, 2020. "Do COVID-19 and crude oil prices drive the US economic policy uncertainty?," Papers 2003.07591, arXiv.org.
    6. Lubos Pástor & Pietro Veronesi, 2012. "Uncertainty about Government Policy and Stock Prices," Journal of Finance, American Finance Association, vol. 67(4), pages 1219-1264, August.
    7. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    8. Miss Stephanie Denis & Mr. Prakash Kannan, 2013. "The Impact of Uncertainty Shocks on the UK Economy," IMF Working Papers 2013/066, International Monetary Fund.
    9. Liu, Ming-Hua & Margaritis, Dimitris & Tourani-Rad, Alireza, 2012. "Risk appetite, carry trade and exchange rates," Global Finance Journal, Elsevier, vol. 23(1), pages 48-63.
    10. Golub, Stephen S, 1983. "Oil Prices and Exchange Rates," Economic Journal, Royal Economic Society, vol. 93(371), pages 576-593, September.
    11. repec:cii:cepiie:2014-q4-140-30 is not listed on IDEAS
    12. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    13. Pami Dua & Partha Sen, 2006. "Capital Flow Volatility And Exchange Rates-- The Case Of India," Working papers 144, Centre for Development Economics, Delhi School of Economics.
    14. Babajide Fowowe, 2014. "Modelling the oil price –exchange rate nexus for South Africa," International Economics, CEPII research center, issue 140, pages 36-48.
    15. Paul R. Krugman, 1980. "Oil and the Dollar," NBER Working Papers 0554, National Bureau of Economic Research, Inc.
    16. Arouri, Mohamed & Estay, Christophe & Rault, Christophe & Roubaud, David, 2016. "Economic policy uncertainty and stock markets: Long-run evidence from the US," Finance Research Letters, Elsevier, vol. 18(C), pages 136-141.
    17. Hasanov, Fakhri, 2010. "The impact of real oil price on real effective exchange rate: The case of Azerbaijan," MPRA Paper 33493, University Library of Munich, Germany.
    18. Pástor, Ľuboš & Veronesi, Pietro, 2013. "Political uncertainty and risk premia," Journal of Financial Economics, Elsevier, vol. 110(3), pages 520-545.
    19. Cheng, Chak Hung Jack, 2017. "Effects of foreign and domestic economic policy uncertainty shocks on South Korea," Journal of Asian Economics, Elsevier, vol. 51(C), pages 1-11.
    20. Drew D. Creal & Jing Cynthia Wu, 2017. "Monetary Policy Uncertainty And Economic Fluctuations," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 58(4), pages 1317-1354, November.
    21. Yousefi, Ayoub & Wirjanto, Tony S., 2003. "Exchange rate of the US dollar and the J curve: the case of oil exporting countries," Energy Economics, Elsevier, vol. 25(6), pages 741-765, November.
    22. Lee, Chin & Law, Chee-Hong, 2013. "The Effects of Trade Openness on Malaysian Exchange Rate," MPRA Paper 45185, University Library of Munich, Germany.
    23. Jesús Fernández-Villaverde & Pablo Guerrón-Quintana & Keith Kuester & Juan Rubio-Ramírez, 2015. "Fiscal Volatility Shocks and Economic Activity," American Economic Review, American Economic Association, vol. 105(11), pages 3352-3384, November.
    24. Claudiu Albulescu, 2020. "Coronavirus and oil price crash," Papers 2003.06184, arXiv.org, revised Mar 2020.
    25. Chuliá, Helena & Gupta, Rangan & Uribe, Jorge M. & Wohar, Mark E., 2017. "Impact of US uncertainties on emerging and mature markets: Evidence from a quantile-vector autoregressive approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 178-191.
    26. Scott R Baker & Nicholas Bloom & Steven J Davis & Kyle Kost & Marco Sammon & Tasaneeya Viratyosin & Jeffrey Pontiff, 0. "The Unprecedented Stock Market Reaction to COVID-19," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 742-758.
    27. Chen, Shiu-Sheng & Chen, Hung-Chyn, 2007. "Oil prices and real exchange rates," Energy Economics, Elsevier, vol. 29(3), pages 390-404, May.
    28. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    29. Wu, Chih-Chiang & Chung, Huimin & Chang, Yu-Hsien, 2012. "The economic value of co-movement between oil price and exchange rate using copula-based GARCH models," Energy Economics, Elsevier, vol. 34(1), pages 270-282.
    30. Selien De Schryder & Gert Peersman, 2016. "The U.S. Dollar Exchange Rate and the Demand for Oil," The Energy Journal, , vol. 37(1), pages 90-114, January.
    31. Dejan Živkov & Jovan Njegić & Suzana Balaban, 2019. "Revealing the nexus between oil and exchange rate in the major emerging markets—The timescale analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 685-697, April.
    32. Sayef Bakari & Sofien Tiba, 2020. "Are Exchange Rate, Exports and Domestic Investment in Tunisia Cointegrated? A Comparison of ECM and ARDL Model," Economic Research Guardian, Mutascu Publishing, vol. 10(1), pages 33-43, June.
    33. Ghosh, Sajal, 2011. "Examining crude oil price - Exchange rate nexus for India during the period of extreme oil price volatility," Applied Energy, Elsevier, vol. 88(5), pages 1886-1889, May.
    34. Yang, Lu & Cai, Xiao Jing & Hamori, Shigeyuki, 2017. "Does the crude oil price influence the exchange rates of oil-importing and oil-exporting countries differently? A wavelet coherence analysis," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 536-547.
    35. Lance Taylor, 2001. "Argentina: A Poster Child for the Failure of Liberalized Policies?," Challenge, Taylor & Francis Journals, vol. 44(6), pages 28-44.
    36. 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.
    37. repec:cii:cepiei:2014-q4-140-3 is not listed on IDEAS
    38. Arize, Augustine C. & Malindretos, John & Igwe, Emmanuel U., 2017. "Do exchange rate changes improve the trade balance: An asymmetric nonlinear cointegration approach," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 313-326.
    39. Robin C. Sickles & William C. Horrace (ed.), 2014. "Festschrift in Honor of Peter Schmidt," Springer Books, Springer, edition 127, number 978-1-4899-8008-3, January.
    40. Aasim M. Husain & Ashoka Mody & Kenneth S. Rogoff, 2004. "Exchange Rate Regime Durability and Performance in Developing Countries Versus Advanced Economies," NBER Working Papers 10673, National Bureau of Economic Research, Inc.
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    JEL classification:

    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F3 - International Economics - - International Finance
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance

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