TY - JOUR
T1 - Information demand and stock return predictability
AU - Chronopoulos, Dimitris K.
AU - Papadimitriou, Fotios I.
AU - Vlastakis, Nikolaos
N1 - Publisher Copyright:
© 2017
PY - 2018/2
Y1 - 2018/2
N2 - Recent theoretical work suggests that signs of asset returns are predictable given that their volatilities are. This paper investigates this conjecture using information demand, approximated by the daily internet search volume index (SVI) from Google. Our results reveal that incorporating the SVI variable in various GARCH family models significantly improves volatility forecasts. Moreover, we demonstrate that the sign of stock returns is predictable contrary to the levels, where predictability has proven elusive in the US context. Finally, we provide novel evidence on the economic value of sign predictability and show that investors can form profitable investment strategies using the SVI.
AB - Recent theoretical work suggests that signs of asset returns are predictable given that their volatilities are. This paper investigates this conjecture using information demand, approximated by the daily internet search volume index (SVI) from Google. Our results reveal that incorporating the SVI variable in various GARCH family models significantly improves volatility forecasts. Moreover, we demonstrate that the sign of stock returns is predictable contrary to the levels, where predictability has proven elusive in the US context. Finally, we provide novel evidence on the economic value of sign predictability and show that investors can form profitable investment strategies using the SVI.
KW - Economic value
KW - Information demand
KW - Investor attention
KW - Return sign predictability
KW - Volatility forecast
UR - http://www.scopus.com/inward/record.url?scp=85042160229&partnerID=8YFLogxK
U2 - 10.1016/j.jimonfin.2017.10.001
DO - 10.1016/j.jimonfin.2017.10.001
M3 - Article
AN - SCOPUS:85042160229
VL - 80
SP - 59
EP - 74
JO - Journal of International Money and Finance
JF - Journal of International Money and Finance
SN - 0261-5606
ER -