Stock Market's Response to Real Output Shocks: Connection Restored but Delayed

AuthorNuman Ülkü,Duminda Kuruppuarachchi
Date01 December 2015
DOIhttp://doi.org/10.1111/irfi.12056
Published date01 December 2015
Stock Market’s Response to Real
Output Shocks: Connection
Restored but Delayed*
NUMAN ÜLKÜ AND DUMINDA KURUPPUARACHCHI
Department of Accountancy and Finance, University of Otago, Dunedin, New Zealand
ABSTRACT
We propose a vector autoregression with asymmetric leads model to combine
the forward-looking, contemporaneous, and delayed responses of the stock
market to output news. Using this approach, we document that the stock
market’s connection to real output, shown by Binswanger to have been
broken since the early 1980s, has been restored after 1998, however, via a
delayed response. Subperiods mainly differ in terms of delayed response,
portraying an interesting evolution of market participants’ response to mac-
roeconomic information based on the realized persistence of output shocks.
JEL classification: G14, E32
I. INTRODUCTION
Using regressions of current stock market returns on future industrial produc-
tion (IP) growth rates and current IP growth on past returns, Fama (1990)
documents stock market’s forward-looking behavior, consistent with the
present value model.1However, Binswanger (2000) shows that this result
no longer holds since the early 1980s.2Louis and Eldomiaty (2010)
confirm Binswanger’s conclusion using a comprehensive battery of vector
autoregression (VAR) and vector error correction (VEC) specifications. Beetsma
and Giuliodori (2012) report that gross domestic product (GDP)’s negative
response to stock market volatility shocks has become smaller after the 1980s.
This note proposes the vector autoregression with asymmetric leads
(VARwAL) model to combine stock market’s forward-looking, contemporane-
ous, and delayed responses to real output shocks, enabling us to depict a
complete time profile of the stock market’s response. Using this approach, we
confirm, but also refine, Binswanger’s result. Then, we show that the full
*We thank Dorian Owen for helpful comments.
1 Several studies confirm a strong positive connection between the stock market and real output
under alternative methodologies (e.g., Lee 1992; Gallinger 1994; Choi et al. 1999; Nasseh and
Strauss 2000; Hassapis and Kalyvitis 2002).
2 Binswanger (2004a, b) reaches a similar conclusion for Japan and the aggregated G-7 European
economy. Gallinger (1994) also notes that ‘causality’ from stock returns to real output is
weaker after 1980.
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International Review of Finance, 15:4, 2015: pp. 613–622
DOI: 10.1111/irfi.12056
© 2015 International Review of Finance Ltd. 2015

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