The impact of COVID-19-related media coverage on the return and volatility connectedness of cryptocurrencies and fiat currencies

被引:80
作者
Umar, Zaghum [1 ,3 ]
Jareno, Francisco [2 ]
de la O Gonzalez, Maria [2 ]
机构
[1] Zayed Univ, Coll Business, Dubai, U Arab Emirates
[2] Univ Castilla La Mancha, Fac Econ & Business Sci, Albacete, Spain
[3] South Ural State Univ, Lenin Prospect 76, Chelyabinsk 454080, Russia
关键词
Cryptocurrencies; Fiat currencies; Coronavirus media coverage index (MCI); Connectedness; COVID-19 pandemic crisis; IMPULSE-RESPONSE ANALYSIS; BITCOIN; SPILLOVERS; TRANSMISSION; UNCERTAINTY; SENTIMENT; RISK; OIL;
D O I
10.1016/j.techfore.2021.121025
中图分类号
F [经济];
学科分类号
02 ;
摘要
This research explores the impact of COVID-19-related media coverage on the dynamic return and volatility connectedness of the three dominant cryptocurrencies (Bitcoin (BTC), Ethereum (ETH) and Ripple (XRP)) and the fiat currencies of the euro, GBP and Chinese yuan. The sample period covers the first and second devasting waves of the COVID-19 pandemic crisis and ranges from January 1, 2020, to December 31, 2020. The dynamic return and volatility connectedness measures are estimated using the time varying parameter-VAR approach. Our return connectedness analysis shows that the media coverage index (only before the first wave) and the cryp-tocurrencies are the net transmitters of shocks while the fiat currencies are the net receivers of shocks. Similar results are obtained in terms of volatility, except for the euro, which shows a clear net receiver profile in January and February. This fiat currency (the euro) became a net transmitter in March and during the first wave of the COVID-19 crisis, which possibly shows the virulence of the pandemic on the European continent. Moreover, the most relevant differences between the net dynamic (return and volatility) connectedness of these two groups of currencies are focused on the beginning of the sample period, just before the first wave of the SARS-CoV-2 pandemic crisis, although some differences are observed during the first and second waves of the coronavirus outbreak.
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页数:16
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共 70 条
[1]   How COVID-19 drives connectedness among commodity and financial markets: Evidence from TVP-VAR and causality-in-quantiles techniques [J].
Adekoya, Oluwasegun B. ;
Oliyide, Johnson A. .
RESOURCES POLICY, 2021, 70
[2]   Coronavirus (COVID-19) - An epidemic or pandemic for financial markets [J].
Ali, Mohsin ;
Alam, Nafis ;
Rizvi, Syed Aun R. .
JOURNAL OF BEHAVIORAL AND EXPERIMENTAL FINANCE, 2020, 27
[3]   Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions [J].
Antonakakis, Nikolaos ;
Chatziantoniou, Ioannis ;
Gabauer, David .
JOURNAL OF RISK AND FINANCIAL MANAGEMENT, 2020, 13 (04)
[4]   International monetary policy spillovers: Evidence from a time-varying parameter vector autoregression [J].
Antonakakis, Nikolaos ;
Gabauer, David ;
Gupta, Rangan .
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2019, 65
[5]   Cryptocurrency market contagion: Market uncertainty, market complexity, and dynamic portfolios [J].
Antonakakis, Nikolaos ;
Chatziantoniou, Ioannis ;
Gabauer, David .
JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2019, 61 :37-51
[6]   Information Transmission Between Cryptocurrencies: Does Bitcoin Rule the Cryptocurrency World? [J].
Bacao, Pedro ;
Duarte, Antonio Portugal ;
Sebastiao, Helder ;
Redzepagic, Srdjan .
SCIENTIFIC ANNALS OF ECONOMICS AND BUSINESS, 2018, 65 (02) :97-117
[7]   Deaths, panic, lockdowns and US equity markets: The case of COVID-19 pandemic [J].
Baig, Ahmed S. ;
Butt, Hassan Anjum ;
Haroon, Omair ;
Rizvi, Syed Aun R. .
FINANCE RESEARCH LETTERS, 2021, 38
[8]   Commodity price volatility and the economic uncertainty of pandemics [J].
Bakas, Dimitrios ;
Triantafyllou, Athanasios .
ECONOMICS LETTERS, 2020, 193
[9]   Investigating volatility transmission and hedging properties between Bitcoin and Ethereum [J].
Beneki, Christina ;
Koulis, Alexandros ;
Kyriazis, Nikolaos A. ;
Papadamou, Stephanos .
RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2019, 48 :219-227
[10]   Return connectedness across asset classes around the COVID-19 outbreak [J].
Bouri, Elie ;
Cepni, Oguzhan ;
Gabauer, David ;
Gupta, Rangan .
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2021, 73