Exploring the relationship between energy use and economic growth with bivariate models: New evidence from G-7 countries

Abstract There is a rapidly growing literature on the interaction between energy use and economic development, with many analysts drawing policy conclusions on the basis of Granger causality tests that involve only an energy and an economic variable. This paper attempts to demonstrate empirically that such studies, although useful for certain applications, may be of limited use for policy purposes. After outlining theoretical and methodological issues associated with such approaches, I apply bivariate energy–economy causality tests for Canada, France, Germany, Italy, Japan, the United Kingdom and the United States, using aggregate and sectoral data and three different modern econometric methods. The results, which are often contradictory or economically implausible, illustrate explicitly that one should be cautious when drawing policy implications with the aid of bivariate causality tests on small samples. I therefore underline the importance of utilizing as large sample sizes as possible and using multivariate models, which are closer to economic theory, accommodate several mechanisms and causality channels and provide a better representation of real-world interactions between energy use and economic growth.

[1]  Seung-Hoon Yoo,et al.  The causal relationship between electricity consumption and economic growth in the ASEAN countries , 2006 .

[2]  H. Akaike Statistical predictor identification , 1970 .

[3]  David I. Stern,et al.  A multivariate cointegration analysis of the role of energy in the US macroeconomy , 2000 .

[4]  Yong U. Glasure Energy and national income in Korea: further evidence on the role of omitted variables , 2002 .

[5]  Kihoon Lee,et al.  CAUSAL RELATIONSHIP BETWEEN ENERGY CONSUMPTION AND GDP REVISITED: THE CASE OF KOREA 1970-1999 , 2004 .

[6]  A. M. Masih,et al.  On the temporal causal relationship between energy consumption, real income, and prices: Some new evidence from Asian-energy dependent NICs Based on a multivariate cointegration/vector error-correction approach , 1997 .

[7]  P. Templet Energy, diversity and development in economic systems; an empirical analysis , 1999 .

[8]  C. Granger,et al.  Co-integration and error correction: representation, estimation and testing , 1987 .

[9]  H. Lütkepohl,et al.  Making Wald Tests Work for Cointegrated Var Systems , 1996 .

[10]  Hector O. Zapata,et al.  Monte Carlo evidence on cointegration and causation , 1997 .

[11]  Herman E. Daly Georgescu-Roegen versus Solow/Stiglitz , 1997 .

[12]  S. Johansen Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models , 1991 .

[13]  Helmut Lütkepohl,et al.  Non-causality due to omitted variables , 1982 .

[14]  Cutler J. Cleveland,et al.  Encyclopedia of Energy , 2004 .

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

[16]  M. S. Taylor,et al.  Trade, Growth and the Environment , 2003 .

[17]  Galip Altinay,et al.  Structural break, unit root, and the causality between energy consumption and GDP in Turkey , 2004 .

[18]  B. Cheng An investigation of cointegration and causality between energy consumption and economic growth , 1995 .

[19]  John Asafu-Adjaye,et al.  The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries , 2000 .

[20]  D. Stern Economic Growth and Energy , 2004 .

[21]  C. Sims Money, Income, and Causality , 1972 .

[22]  Eden S. H. Yu,et al.  The relationship between energy and GNP: Further results , 1984 .

[23]  Galip Altinay,et al.  Electricity consumption and economic growth: evidence from Turkey , 2005 .

[24]  S. Johansen STATISTICAL ANALYSIS OF COINTEGRATION VECTORS , 1988 .

[25]  A. M. Masih,et al.  A multivariate cointegrated modelling approach in testing temporal causality between energy consumption, real income and prices with an application to two Asian LDCs , 1998 .

[26]  Hiro Y. Toda,et al.  Statistical inference in vector autoregressions with possibly integrated processes , 1995 .

[27]  H. Welsch,et al.  Energy-Capital-Labor Substitution and the Economic Effects of CO2 Abatement: Evidence for Germany , 2000 .

[28]  Chien-Chiang Lee,et al.  Energy consumption and GDP in developing countries: A cointegrated panel analysis , 2005 .

[29]  C. Hall,et al.  Energy and the U.S. Economy: A Biophysical Perspective , 1984, Science.

[30]  Mine K. Yücel,et al.  Energy prices and aggregate economic activity: an interpretative survey , 2002 .

[31]  P. Phillips,et al.  Multiple Time Series Regression with Integrated Processes , 1986 .

[32]  K. Lai,et al.  FINITE-SAMPLE SIZES OF JOHANSEN'S LIKELIHOOD RATIO TESTS FOR COINTEGRATION , 2009 .

[33]  Peter C. B. Phillips,et al.  Statistical Inference in Regressions with Integrated Processes: Part 2 , 1989, Econometric Theory.

[34]  D. Stern,et al.  Aggregation and the role of energy in the economy , 2000 .

[35]  George Kouris,et al.  Elasticities - science or fiction? , 1981 .

[36]  Richard J. Smith,et al.  Bounds testing approaches to the analysis of level relationships , 2001 .

[37]  Cheng Hsiao,et al.  AUTOREGRESSIVE MODELLING AND MONEY-INCOME CAUSALITY DETECTION , 1981 .

[38]  D. Jorgenson,et al.  Reducing US carbon emissions: an econometric general equilibrium assessment , 1993 .

[39]  Ramazan Sari,et al.  Energy consumption and GDP: causality relationship in G-7 countries and emerging markets , 2003 .

[40]  Amy K. Richmond,et al.  Energy Prices and Turning Points: The Relationship between Income and Energy Use/Carbon Emissions , 2006 .

[41]  Richard Schmalensee,et al.  Economic Development and the Structure of the Demand for Commercial Energy , 1999 .

[42]  Lester C. Hunt,et al.  Causality between Energy Consumption and GDP: Evidence from 30 OECD and 78 Non-OECD Countries , 2006 .

[43]  Y. Wolde‐Rufael Electricity consumption and economic growth: a time series experience for 17 African countries , 2006 .

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

[45]  Chien-Chiang Lee,et al.  The causality relationship between energy consumption and GDP in G-11 countries revisited , 2006 .

[46]  E. Berndt Energy use, technical progress and productivity growth: A survey of economic issues , 1990 .

[47]  J. A. Smulders,et al.  The impact of energy conservation on technology and economic growth , 2003 .

[48]  David I. Stern,et al.  Energy and economic growth in the USA: A multivariate approach , 1993 .

[49]  Mark A. Thoma Electrical energy usage over the business cycle , 2004 .

[50]  Khalifa H. Ghali,et al.  Energy use and output growth in Canada: a multivariate cointegration analysis , 2004 .

[51]  J. Kraft,et al.  Relationship between energy and GNP , 1978 .

[52]  J. Stock,et al.  Interpreting Evidence on Money-Income Causality , 1987 .

[53]  R. Middleton,et al.  Solow, Robert M , 2002 .

[54]  Michael T. Toman,et al.  Energy and Economic Development: An Assessment of the State of Knowledge , 2003 .

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

[56]  C. McKenzie,et al.  Microfit 4.0 , 1998 .