Impact of crude oil price volatility on economic activities: An empirical investigation in the Thai economy

This paper empirically examines the impact of oil price volatility on key macroeconomic indicators of Thailand. Following Andersen et al. [2004. Analytical evaluation of volatility forecasts. International Economic Review 45(4), 1079-1110], quarterly oil price volatility is measured by using the realized volatility (RV). The impact of the oil price volatility is investigated using the vector auto-regression (VAR) system. The Granger causality test, impulse response functions, and variance decomposition show that oil price volatility has significant impact on macroeconomic indicators, such as unemployment and investment, over the period from 1993Q1 to 2006Q4. Perron's [1997. Further evidence on breaking trend functions in macroeconomic variables. Journal of Econometrics 80(2), 355-385] test identifies structural breaks in all the concerned variables during the time of the Asian Financial Crisis (1997-1998). A VAR for the post-crisis period shows that the impact of oil price volatility is transmitted to budget deficit. The floating exchange rate regime introduced after the crisis may be the key contributor to this new channel of impact.

[1]  James D. Hamilton This is what happened to the oil price-macroeconomy relationship , 1996 .

[2]  F. Diebold,et al.  The Distribution of Realized Exchange Rate Volatility , 2000 .

[3]  J. Peter Ferderer,et al.  Oil price volatility and the macroeconomy , 1996 .

[4]  Kiseok Lee,et al.  Oil Shocks and the Macroeconomy: The Role of Price Variability* , 1995 .

[5]  David M. Lilien,et al.  Sectoral Shifts and Cyclical Unemployment , 1982, Journal of Political Economy.

[6]  Knut Anton Mork,et al.  Oil and the Macroeconomy When Prices Go Up and Down: An Extension of Hamilton's Results , 1989, Journal of Political Economy.

[7]  C. Granger Investigating Causal Relations by Econometric Models and Cross-Spectral Methods , 1969 .

[8]  Commodity Prices and the Dynamics of Inflation in Commodity-Exporting Nations: Evidence from Australia and Canada , 2006 .

[9]  Simon van Norden,et al.  Exchange Rates and Oil Prices , 1995 .

[10]  J. Sandee,et al.  Derivation of Quarterly Figures from Annual Data , 1964 .

[11]  San Antonio,et al.  The Response of Real Exchange Rates to Various Economic Shocks , 1995 .

[12]  D. Andrews,et al.  Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis , 1992 .

[13]  Gary Chamberlain,et al.  Comment: Sequential Moment Restrictions in Panel Data , 1992 .

[14]  Shiu‐Sheng Chen,et al.  Oil prices and real exchange rates , 2007 .

[15]  T. Bollerslev,et al.  Analytical Evaluation of Volatility Forecasts , 2002 .

[16]  M. Gisser,et al.  Crude Oil and the Macroeconomy: Tests of Some Popular Notions: A Note. , 1986 .

[17]  Prakash Loungani Oil Price Shocks and the Dispersion Hypothesis , 1986 .

[18]  P. Perron,et al.  The Great Crash, The Oil Price Shock And The Unit Root Hypothesis , 1989 .

[19]  Ghazi Shukur,et al.  Testing for Granger causality between industrial output and CPI in the presence of regime shift: Swedish data , 2004 .

[20]  M. Pahlavani The Relationship Between Trade and Economic Growth in Iran: An Application of a New Cointegration Technique in the Presence of Structural Breaks , 2005 .

[21]  Knut Anton Mork,et al.  Macroeconomic Responses to Oil Price Increases and Decreases in Seven OECD Countries , 1994 .

[22]  Knut Anton Mork,et al.  Energy Prices, Inflation and Economic Activity , 1981 .

[23]  James D. Hamilton A Neoclassical Model of Unemployment and the Business Cycle , 1988, Journal of Political Economy.

[24]  P. Mykland,et al.  How Often to Sample a Continuous-Time Process in the Presence of Market Microstructure Noise , 2003 .

[25]  N. Shephard,et al.  Econometric analysis of realized volatility and its use in estimating stochastic volatility models , 2002 .

[26]  Javier F. Mory Oil Prices and Economic Activity: Is the Relationship Symmetric? , 1993 .

[27]  P. Perron,et al.  Further Evidence on Breaking Trend Functions in Macroeconomic Variables. , 1997 .

[28]  Lan Zhang,et al.  A Tale of Two Time Scales , 2003 .

[29]  J. Cuñado,et al.  Oil prices, economic activity and inflation: evidence for some Asian countries , 2005 .

[30]  J. Burbidge,et al.  Testing for the Effects of Oil-Price Rises using Vector Autoregressions , 1984 .

[31]  Kausik Chaudhuri,et al.  Long-run equilibrium real exchange rates and oil prices , 1998 .

[32]  Chris Brooks,et al.  Introductory Econometrics for Finance , 2002 .

[33]  Abdulnasser Hatemi-J,et al.  The effect of regime shifts on the long-run relationships for Swedish money demand , 2005 .

[34]  C. Sims MACROECONOMICS AND REALITY , 1977 .

[35]  V. Mignon,et al.  The impact of oil prices on GDP in European countries: An empirical investigation based on asymmetric cointegration , 2006 .

[36]  Francis X. Diebold,et al.  Modeling and Forecasting Realized Volatility , 2001 .

[37]  Harry Bloch,et al.  Business expenditures on R&D and trade performances in Australia: is there a link? , 2009 .

[38]  Robin L. Lumsdaine,et al.  Multiple Trend Breaks and the Unit-Root Hypothesis , 1997, Review of Economics and Statistics.

[39]  N. Shephard,et al.  Non‐Gaussian Ornstein–Uhlenbeck‐based models and some of their uses in financial economics , 2001 .

[40]  F. Diebold,et al.  The distribution of realized stock return volatility , 2001 .

[41]  Matteo Manera,et al.  Oil Prices, Inflation and Interest Rates in a Structural Cointegrated VAR Model for the G-7 Countries , 2005 .

[42]  James D. Hamilton Oil and the Macroeconomy since World War II , 1983, Journal of Political Economy.