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A short-and long-term analysis of the nexus between Bitcoin, social media and Covid-19 outbreak

Azza Béjaoui, Nidhal Mgadmi, Wajdi Moussa, Tarek Sadraoui

2021Heliyon43 citationsDOIOpen Access PDF

Abstract

In this paper, we attempt to analyze the dynamic interplay between Bitcoin, social media, and the Covid-19 health crisis. For this end, we apply the fractional autoregressive vector model, fractional error correction model and impulse response functions on daily data over the period 31/12/2019-30/10/2020. Our results clearly show the short- and long-term evidence of the nexus between the Bitcoin price, social media metrics (Tweets and Google Trends) and the intensity of the Covid-19 pandemic. As well, the Covid-19 pandemic does not impact on social media metrics in the short- and long-term. On the other hand, the Covid-19 pandemic positively affects social media metrics. Also, the Covid-19 pandemic encourages investing in digital currencies such as Bitcoin. So, the Covid-19 health crisis significantly influences social media networks and Bitcoin prices.

Topics & Concepts

Coronavirus disease 2019 (COVID-19)Nexus (standard)PandemicSocial mediaTerm (time)Econometrics2019-20 coronavirus outbreakEconomicsAutoregressive modelAutoregressive integrated moving averageOutbreakTime seriesPolitical scienceComputer scienceStatisticsMedicineMathematicsVirologyQuantum mechanicsDiseasePhysicsInfectious disease (medical specialty)PathologyEmbedded systemLawBlockchain Technology Applications and SecurityCOVID-19 Pandemic ImpactsMarket Dynamics and Volatility
A short-and long-term analysis of the nexus between Bitcoin, social media and Covid-19 outbreak | Litcius