Bitcoin Sentiment Index, Performance and US Dollar Exchange Rate

30 Pages Posted: 4 Jun 2020

See all articles by Ishfaque Ahmed Soomro

Ishfaque Ahmed Soomro

Sukkur IBA University

Suresh Kumar Oad Rajput

Sukkur IBA University

Najma Ali

Sukkur IBA University

Date Written: May 10, 2020

Abstract

This study introduces a comprehensive Google search volume based Bitcoin sentiment index (BSI) by following the methodology of Da, Engelberg, and Gao (2014). BSI is investigated for its association with Bitcoin returns, trade volume, volatility, and United States dollar exchange rates (USD). Results of the simple OLS regression clarify that BSI has a positive impact on Bitcoin returns and trade volume while it has a negative impact on the volatility of Bitcoin returns. Furthermore, the Auto-regressive distributed lag (ARDL) model has been used to capture the relationship between BSI and Bitcoin price with USD. Empirical results of the ARDL model demonstrate that Bitcoin sentiments affect USD in the short-run but not long-run. However, Bitcoin's price can negatively affect USD in short as well as in the long-run. Error correction term represents a 38.50% adjustment towards the long-run equilibrium in one month if there is a deviation in the short-run. The results imply that investors in FOREX or public in general interested in Bitcoin trading should foresee sentiments of the public towards Bitcoin.

Keywords: Bitcoin Sentiments, Bitcoin Returns, Bitcoin Volatility, Exchange Rate, Google Trends

JEL Classification: C22, E41, E71, G15, G41

Suggested Citation

Soomro, Ishfaque Ahmed and Oad Rajput, Suresh Kumar and Ali, Najma, Bitcoin Sentiment Index, Performance and US Dollar Exchange Rate (May 10, 2020). Available at SSRN: https://ssrn.com/abstract=3597331 or http://dx.doi.org/10.2139/ssrn.3597331

Ishfaque Ahmed Soomro

Sukkur IBA University ( email )

Pakistan

Suresh Kumar Oad Rajput (Contact Author)

Sukkur IBA University ( email )

SUKKUR IBA UNIVERSITY
SUKKUR, SINDH 65200
Pakistan
00923363322855 (Phone)
65200 (Fax)

Najma Ali

Sukkur IBA University ( email )

Pakistan

Here is the Coronavirus
related research on SSRN

Paper statistics

Downloads
30
Abstract Views
173
PlumX Metrics