Dynamic connectedness between
Bitcoin and equity market
information across
BRICS countries
Evidence from TVP-VAR
connectedness approach
Ahmed Mohamed Dahir and Fauziah Mahat
Faculty of Economics and Management,
Universiti Putra Malaysia, Serdang, Malaysia
Bany-Ariffin Amin Noordin
Department of Accounting and Finance, Faculty of Economics and Management,
Universiti Putra Malaysia, Serdang, Malaysia, and
Nazrul Hisyam Ab Razak
Universiti Putra Malaysia, Serdang, Malaysia
Abstract
Purpose – Recent trends and developments in Bitcoin have led to a proliferation of studies that analyzed the
Bitcoin returns and volatility; however, the volatility connectedness between Bitcoin and equity market
information in emerging countries quietly remains scarce. Regarding this deficiency, the purpose of this paper
is to examine the dynamic connectedness between Bitcoin and equity market information.
Design/methodology/approach – Daily data from January 1, 2012 to May 31, 2018 are used. The paper
applies a novel time-varying parameter vector autoregression (TVP-VAR) model extended by Antonakakis
and Gabauer (2017). This model addresses the biases in coefficient estimates, considering innovations from
sources of time variation.
Findings – The findings reveal that the volatility transmission of Bitcoin return is not an important source of
shocks of market returns in Brazil, Russia, India, China and South Africa (BRICS), suggesting that Bitcoin
return contributes less volatility to equity market information. The results further show that Bitcoin is the
main receiver of volatility while market price risk is the dominant transmission catalysts for innovations in
the rest of the stock market returns.
Practical implications – Important implications can be derived from these findings, signaling of the
demand to develop and implement volatility connectedness policy measures in order to guarantee the
stability of financial assets. However, the most significant limitation lies in the fact that the analysis
of this paper is restricted to the volatility connectedness between Bitcoin and equity market information in
BRICS countries.
Originality/value – By acknowledging the wide range of econometric models, the paper uses TVP-VAR
model because this methodology is a useful and relevant tool in modeling the volatility connectedness of
financial variables, thus providing meaningful information to policy makers and international investors.
Keywords TVP-VAR, Bitcoin, BRICS, Connectedness
Paper type Research paper
1. Introduction
Bitcoin was introduced in 2009 as an alternative solution to the vulnerable global financial
system (Su et al., 2018). Though there are numerous cryptocurrencies, Bitcoin has become
first and the most popular cryptocurrency (Kristoufek, 2018). It is classified as a digital
currency used to purchase goods and services rather than exactly an alternative money or
medium of exchange (Baur et al., 2018). It is considered as commodity money designed to
International Journal of Managerial
Finance
Vol. 16 No. 3, 2020
pp. 357-371
© Emerald Publishing Limited
1743-9132
DOI 10.1108/IJMF-03-2019-0117
Received 28 March 2019
Revised 9 August 2019
Accepted 1 November 2019
The current issue and full text archive of this journal is available on Emerald Insight at:
www.emeraldinsight.com/1743-9132.htm
357
Bitcoin and
equity market
information