Dynamic modelling of energy consumption, capital stock, and real income in G-7 countries
AbstractThis paper applies an aggregate production function to examine the dynamic linkages among energy consumption, capital stock, and real income (real GDP per capita) in G-7 counties. We employ the Toda and Yamamoto (1995) Granger causality test, the generalized impulse response approach, and variance decompositions in a multivariate setting to uncover the extent and the magnitude of the relationship among variables. Our empirical results find evidence of a unidirectional relationship running from energy consumption to real income in Canada, Italy, and the UK, indicating that energy conservation may hinder economic growth in the three countries. Furthermore, the causality relationship appears to be unidirectional, but reversed, for France and Japan, implying that energy conservation in both countries may still be viable, but without being detrimental to economic growth. As to Germany and the U.S., there is no causality between the variables, which demonstrates the 'neutrality hypothesis', and in such a case economic growth will not affect energy use. We further see that the impact of capital stock is relatively higher compared with that of energy consumption. Transitory initial impacts of innovations in energy consumption on capital stock and real income are observed.
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Bibliographic InfoArticle provided by Elsevier in its journal Energy Economics.
Volume (Year): 32 (2010)
Issue (Month): 3 (May)
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Web page: http://www.elsevier.com/locate/eneco
Energy consumption Capital stock Real income Variance decomposition analysis Generalized impulse response Granger causality;
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- Yin-Wong Cheung & Jude Yuen, 2002.
"Effects of U.S. Inflation on Hong Kong and Singapore,"
CESifo Working Paper Series
700, CESifo Group Munich.
- Cheung, Yin-Wong & Yuen, Jude, 2002. "Effects of U.S. Inflation on Hong Kong and Singapore," Journal of Comparative Economics, Elsevier, vol. 30(3), pages 603-619, September.
- Yin-Wong Cheung & Jude Yuen, 2001. "Effects of U.S. Inflation on Hong Kong and Singapore," Working Papers 032001, Hong Kong Institute for Monetary Research.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990.
"Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?,"
8905, Michigan State - Econometrics and Economic Theory.
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- Thompson, Henry, 2006. "The applied theory of energy substitution in production," Energy Economics, Elsevier, vol. 28(4), pages 410-425, July.
- Masih, Abul M. M. & Masih, Rumi, 1997. "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-correctio," Journal of Policy Modeling, Elsevier, vol. 19(4), pages 417-440, August.
- Thoma, Mark, 2004. "Electrical energy usage over the business cycle," Energy Economics, Elsevier, vol. 26(3), pages 463-485, May.
- Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
- Lee, Chien-Chiang, 2006. "The causality relationship between energy consumption and GDP in G-11 countries revisited," Energy Policy, Elsevier, vol. 34(9), pages 1086-1093, June.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Pesaran, M. H. & Shin, Y., 1997.
"Generalised Impulse Response Analysis in Linear Multivariate Models,"
Cambridge Working Papers in Economics
9710, Faculty of Economics, University of Cambridge.
- Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
- Graham Elliott & Thomas J. Rothenberg & James H. Stock, 1992.
"Efficient Tests for an Autoregressive Unit Root,"
NBER Technical Working Papers
0130, National Bureau of Economic Research, Inc.
- Yang, Hao-Yen, 2000. "A note on the causal relationship between energy and GDP in Taiwan," Energy Economics, Elsevier, vol. 22(3), pages 309-317, June.
- Serena Ng & Pierre Perron, 1997.
"Lag Length Selection and the Construction of Unit Root Tests with Good Size and Power,"
Boston College Working Papers in Economics
369, Boston College Department of Economics, revised 01 Sep 2000.
- Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
- Stern, David I., 2000.
"A multivariate cointegration analysis of the role of energy in the US macroeconomy,"
Elsevier, vol. 22(2), pages 267-283, April.
- David I. Stern, 1998. "A multivariate cointegration analysis of the role of energy in the U.S. macroeconomy," Working Papers in Ecological Economics 9803, Australian National University, Centre for Resource and Environmental Studies, Ecological Economics Program.
- Asafu-Adjaye, John, 1999.
"The relationship between energy consumption, energy prices and economic growth: Time series evidence from Asian developing countries,"
1999 Conference (43th), January 20-22, 1999, Christchurch, New Zealand
123754, Australian Agricultural and Resource Economics Society.
- Asafu-Adjaye, John, 2000. "The relationship between energy consumption, energy prices and economic growth: time series evidence from Asian developing countries," Energy Economics, Elsevier, vol. 22(6), pages 615-625, December.
- Wolde-Rufael, Yemane, 2005. "Energy demand and economic growth: The African experience," Journal of Policy Modeling, Elsevier, vol. 27(8), pages 891-903, November.
- Lee, Chien-Chiang & Chang, Chun-Ping, 2008. "Energy consumption and economic growth in Asian economies: A more comprehensive analysis using panel data," Resource and Energy Economics, Elsevier, vol. 30(1), pages 50-65, January.
- Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
- Cheng, Benjamin S. & Lai, Tin Wei, 1997. "An investigation of co-integration and causality between energy consumption and economic activity in Taiwan," Energy Economics, Elsevier, vol. 19(4), pages 435-444, October.
- Jang Jin & Eden Yu, 1996. "Export-led growth and the US economy: another look," Applied Economics Letters, Taylor & Francis Journals, vol. 3(5), pages 341-344.
- Lee, Chien-Chiang, 2005. "Energy consumption and GDP in developing countries: A cointegrated panel analysis," Energy Economics, Elsevier, vol. 27(3), pages 415-427, May.
- Oh, Wankeun & Lee, Kihoon, 2004. "Energy consumption and economic growth in Korea: testing the causality relation," Journal of Policy Modeling, Elsevier, vol. 26(8-9), pages 973-981, December.
- Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
- Klein, Lawrence R & Su, Vincent, 1979. "Direct Estimates of Unemployment Rate and Capacity Utilization in Macroeconometric Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 20(3), pages 725-40, October.
- Beaudreau, Bernard C., 2005. "Engineering and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 16(2), pages 211-220, June.
- David I. Stern & Cutler J. Cleveland, 2004. "Energy and Economic Growth," Rensselaer Working Papers in Economics 0410, Rensselaer Polytechnic Institute, Department of Economics.
- Ewing, Bradley T. & Payne, James E., 2005. "The response of real estate investment trust returns to macroeconomic shocks," Journal of Business Research, Elsevier, vol. 58(3), pages 293-300, March.
- Morimoto, Risako & Hope, Chris, 2004. "The impact of electricity supply on economic growth in Sri Lanka," Energy Economics, Elsevier, vol. 26(1), pages 77-85, January.
- Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
- Sari, Ramazan & Soytas, Ugur, 2007. "The growth of income and energy consumption in six developing countries," Energy Policy, Elsevier, vol. 35(2), pages 889-898, February.
- Paul, Shyamal & Bhattacharya, Rabindra N., 2004. "Causality between energy consumption and economic growth in India: a note on conflicting results," Energy Economics, Elsevier, vol. 26(6), pages 977-983, November.
- Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
- Jumbe, Charles B. L., 2004. "Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi," Energy Economics, Elsevier, vol. 26(1), pages 61-68, January.
- Yu, Eden S. H. & Hwang, Been-Kwei, 1984. "The relationship between energy and GNP : Further results," Energy Economics, Elsevier, vol. 6(3), pages 186-190, July.
- Koli Fatai & Les Oxley & Frank G. Scrimgeour, 2003. "Modeling and Forecasting the Demand for Electricity in New Zealand: A Comparison of Alternative Approaches," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 75-102.
- Zachariadis, Theodoros, 2007. "Exploring the relationship between energy use and economic growth with bivariate models: New evidence from G-7 countries," Energy Economics, Elsevier, vol. 29(6), pages 1233-1253, November.
- Omay, Tolga & Hasanov, Mubariz & Ucar, Nuri, 2012.
"Energy consumption and economic growth: evidence from nonlinear panel cointegration and causality tests,"
37653, University Library of Munich, Germany.
- Tolga Omay & Mubariz Hasanov & Nuri Uçar, 2012. "Energy Consumption and Economic Growth: Evidence from Nonlinear Panel Cointegration and Causality Tests," Hacettepe University Department of Economics Working Papers 20130, Hacettepe University, Department of Economics.
- Bukhari M.S. Sillah & Hamad M.H. Al-Sheikh, 2012. "Income, Price, and Government Expenditure Elasticities of Oil in the Gulf Cooperation Council Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 2(4), pages 333-341.
- Kum, Hakan & Ocal, Oguz & Aslan, Alper, 2012. "The relationship among natural gas energy consumption, capital and economic growth: Bootstrap-corrected causality tests from G-7 countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2361-2365.
- Ansgar Belke & Christian Dreger & Frauke de Haan, 2010.
"Energy Consumption and Economic Growth – New Insights into the Cointegration Relationship,"
Ruhr Economic Papers
0190, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- Belke, Ansgar & Dobnik, Frauke & Dreger, Christian, 2011. "Energy consumption and economic growth: New insights into the cointegration relationship," Energy Economics, Elsevier, vol. 33(5), pages 782-789, September.
- Ansgar Belke & Christian Dreger & Frauke de Haan, 2010. "Energy Consumption and Economic Growth: New Insights into the Cointegration Relationship," Discussion Papers of DIW Berlin 1017, DIW Berlin, German Institute for Economic Research.
- Shahiduzzaman, Md & Alam, Khorshed, 2012. "Cointegration and causal relationships between energy consumption and output: Assessing the evidence from Australia," Energy Economics, Elsevier, vol. 34(6), pages 2182-2188.
- Margarida R. Alves & Victor Moutinho, 2013. "Decomposition analysis for energy-related CO2 emissions intensity over 1996-2009 in Portuguese Industrial Sectors," CEFAGE-UE Working Papers 2013_10, University of Evora, CEFAGE-UE (Portugal).
- Zsuzsanna Csereklyei & Stefan Humer, 2012. "Modelling Primary Energy Consumption under Model Uncertainty," Department of Economics Working Papers wuwp147, Vienna University of Economics, Department of Economics.
- Muhammad, Shahbaz & Saleheen, Khan & Mohammad, Iqbal Tahir, 2012.
"The Dynamic Link between Energy Consumption, Economic Growth, Financial Development and Trade in China: Fresh Evidence from Multivariate Framework Analysis,"
42974, University Library of Munich, Germany, revised 26 Nov 2012.
- Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
- Salamaliki, Paraskevi K. & Venetis, Ioannis A., 2013. "Energy consumption and real GDP in G-7: Multi-horizon causality testing in the presence of capital stock," Energy Economics, Elsevier, vol. 39(C), pages 108-121.
- Hazuki ISHIDA, 2013. "Causal Relationship between Fossil Fuel Consumption and Economic Growth in Japan: A Multivariate Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 3(2), pages 127-136.
- Suganthi, L. & Samuel, Anand A., 2012. "Energy models for demand forecasting—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1223-1240.
- Gander, James P., 2012. "A simple dynamic energy capacity model," Energy Economics, Elsevier, vol. 34(1), pages 78-81.
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