The Energy Consumption and Economic Growth Nexus in Top Ten Energy-Consuming Countries: Fresh Evidence from Using the Quantile-on-Quantile Approach

Shahbaz, Muhammad and Zakaria, Muhammad and Syed, Jawad and Kumar, Mantu (2018): The Energy Consumption and Economic Growth Nexus in Top Ten Energy-Consuming Countries: Fresh Evidence from Using the Quantile-on-Quantile Approach.

Abstract

This paper empirically examines the inter-linkages between energy consumption and economic growth in top ten energy-consuming countries i.e. China, the USA, Russia, India, Japan, Canada, Germany, Brazil, France and South Korea. We use the quantile-on-quantile (QQ) approach of Sim and Zhou (2015) to explore some nuanced features of the energy-growth nexus and to capture the relationship in its entirety. The results show a positive association between economic growth and energy consumption, with considerable variations across economic states in each country. A weak effect of economic growth on energy consumption is noted for the lower quantiles of economic growth in China, India, Germany and France, which suggests that energy as an input has less importance at low levels of economic growth. A weak effect of economic growth on energy consumption is also noted for the highest quantiles of income in the United States, Canada, Brazil and South Korea, which indicates that energy demand decreases with the increase in economic growth as these countries have become more energy efficient. The weakest effect of energy consumption on economic growth is observed at lower quantiles of energy consumption in China, Japan, Brazil and South Korea. The results of the present study can help in the design of energy development and conservation policies for sustainable and long-term economic development.

• Item Type: MPRA Paper
• Language: English
• Keywords: Energy Consumption, Economic Growth, Quantile-on-Quantile Approach
• Subjects: A - General Economics and Teaching > A1 - General Economics

References

Ajmi, A. N., Montasser, G. E., and Nguyen, D. K. (2013). Testing the Relationships between Energy Consumption and Income in G7 Countries with Nonlinear Causality Tests. Economic Modelling, 35, 126-133.

Akarca, A. T., and Long, T. V. (1980). On the Relationship between Energy and GNP: A Reexamination. Journal of Energy Development, 5: 326-331.

Altinay, G., and Karagol, E. (2004). Structural Break, Unit Root, and the Causality between Energy Consumption and GDP in Turkey. Energy Economics, 26(6), 985-994.

Ang, J. B. (2007). CO2 emissions, Energy Consumption, and Output in France. Energy Policy, 35, 4772-4778.

Antunano, A. C. and Zarraga, A. (2008). Economic Growth and Electricity Consumption in 12 European Countries: A Causality Analysis Using Panel Data, No 2008-04, BILTOKI, Universidad del País Vasco - Departamento de EconomíaAplicada III (Econometría y Estadística)

Apergis, N. and Payne, J. E. (2009a). Energy Consumption and Economic Growth in Central America: Evidence from a Panel Cointegration and Error Correction Model. Energy Economics, 31,211-216.

Apergis, N. and Payne, J. E. (2009b). Energy Consumption and Economic Growth: Evidence from the Commonwealth of Independent States. Energy Economics, 31(5), 641-647.

Apergis, N. and Payne, J. E. (2009c). CO2 Emissions, Energy Usage, and Output in Central America.Energy Policy, 37(8), 3282-3286.

Arouri, M., Uddin, G. S., Kyophilavong, P., Teulon, F. and Tiwari, A. K. (2014). Energy Utilization and Economic Growth in France: Evidence from Asymmetric Causality Test. IPAG working paper series, 2014/102

Asafu-Adjaye, J. (2000). The Relationship between Energy Consumption, Energy Prices and Economic Growth: Time Series Evidence from Asian Developing Countries. Energy Economics, 22(6), 615-625.

Aslan, A., Apergis, N. and Yildirim, S. (2014). Causality between Energy Consumption and GDP in the U.S.: Evidence from Wavelet Analysis. Front. Energy, 8(1), 1-8.

Beckmann, J., and Czudaj, R. (2013). Oil prices and effective dollar exchange rates. International Review of Economics & Finance, 27, 621-636.

Beckmann, J., Belke, A. and Czudaj, R. (2014a). Does global liquidity drive commodity prices? Journal of Banking & Finance, 48, 224-234.

Belke, A. and Göcke, M. (2005). Real options effects on employment: does exchange rate uncertainty matter for aggregation? German Economic Review, 6(2), 185-203.

Belke, A. and Dreger, C. (2013). The transmission of oil and food prices to consumer prices - Evidence for the MENA Countries. International Economics and Economic Policy, Discussion Papers of DIW Berlin 1332, DIW Berlin, German Institute for Economic Research.

Belke, A. Beckmann, J., Czudaj, R. (2014b): The Regime-dependent Adjustment in Energy Spot and Futures Markets - A Smooth Transition Approach. Economic Modelling, 40, 400-409.

Belke, A., Dobnik, F., and Dreger, C. (2011). Energy Consumption and Economic Growth: New Insights into the Cointegration Relationship. Energy Economics, 33(5), 782-789.

Belloumi, M. (2009). Energy Consumption and GDP in Tunisia: Cointegration and Causality Analysis. Energy Policy, 37(7): 2745-2753.

Bernard, J-T., Bolduc, D., Yameogo, N-D., (2010). A pseudo-panel data model of household electricity demand. Resource and Energy Economics, 33(1), 315–325.

Carmona, M., Congregado, E., Feria, J., and Iglesias, J. (2017). The energy-growth nexus reconsidered: Persistence and causality. Renewable and Sustainable Energy Reviews, 71, 342-347

Cheng, B. S. (1997). Energy consumption and economic growth in Brazil, Mexico and Venezuela: a time series analysis. Applied Economics Letters, 4 (11), 671-674.

Cheng, B. S. (1998). Energy Consumption, Employment and Causality in Japan: A Multivariate Approach. Indian Economic Review, 33 (1), 19-29.

Cheng, M., Chung, L., Tam, C-S., Yuen, R., Chan, S. and Yu, I-W. (2012). Tracking the Hong Kong economy. Hong Kong Monetary Authority, Occasional Paper 03/2012.

Chiou-Wei, S. Z., C. Ching-Fu and Z. Zhu (2008). Economic Growth and Energy Consumption Revisited -Evidence from Linear and Nonlinear Granger causality. Energy Economics, 30(6), 3063-3076.

Chontanawat, J., Hunt, L. C. and Pierse, R. (2008). Does Energy Consumption Cause Economic Growth? Evidence from a Systematic Study of over 100 countries. Journal of Policy Modelling, 30(2), 209-220.

Clemente, J., Gadea, M. D., Montañés, A. and Reyes, M. (2017). Structural Breaks, Inflation and Interest Rates: Evidence from the G7 Countries. Econometrics, 5(1), 1-17.

Cleveland, W. S. (1979). Robust Locally Weighted Regression and Smoothing Scatterplots. Journal of the American Statistical Association, 74(368), 829-836.

Dedeoglu, D. and Pishkin, A. (2014). A dynamic panel study of energy consumption–economic growth nexus: evidence from the former Soviet Union countries. OPEC Economic Review, 3, 75-106.

Dolado, J. J. and Lutkepohl, H. (1996). Making Wald Test Work for Cointegrated VAR Systems. Econometric Theory, 15, 369-86.

Ebohon, O.J. (1996). Energy, Economic Growth and Causality in Developing Countries: A Case Study of Tanzania and Nigeria. Energy Policy, 24, 447-453.

Faisal, Tursoy, T. and Resatoglu, N. G. (2016). Energy Consumption, electricity, and GDP Causality; The Case of Russia, 1990-2011. Procedia Economics and Finance, 39, 653-659.

Fatai, K., Oxley, L. and Scrimgeour, F. G. (2004). Modelling the Causal Relationship between Energy Consumption and GDP in New Zealand, Australia, India, Indonesia, The Philippines and Thailand. Mathematics and Computers in Simulation, 64(3-4), 431-445.

Ghali, K. H. and El-Sakka, M. I. T. (2004). Energy use and output growth in Canada: a multivariate cointegration analysis. Energy Economics, 26, 225–238.

Glasure, Y. U. (2002). Energy and national income in Korea: further evidence on the role of omitted variables. Energy Economics, 24, 355-365.

Gross, C. (2012). Explaining the (non-) causality between energy and economic growth in the U.S.—A multivariate sectoral analysis. Energy Economics, 34, 489–499.

Grossman, G. M, Helpman, E. (1990). Trade, Innovation and Growth. American Economic Review, 110 (2), 86-91.

Grossman, G. M. and Krueger, A. B. (1991).Environmental Impacts of a North American Free Trade Agreement. NBER Working Paper No 3914.

Grossman, G. M. and Krueger, A. B. (1995).Economic Growth and the Environment. Quarterly Journal of Economics, 110(2), 353-377.

Harris, R. and Sollis, R. (2003).Applied Time Series Modelling and Forecasting, Wiley, Chichester.

Hatemi-J, A. and Uddin, G. S. (2012). Is the causal nexus of energy utilization and economic growth asymmetric in the US? Economic Systems, 36, 461–469.

Herrerias, M. J., Joyeux, R. and Girardin, E. (2013). Short- and long-run causality between energy consumption and economic growth: Evidence across regions in China. Applied Energy, 112, 1483–1492.

Hu, J. L.and Lin, C. H. (2008). Disaggregated Energy Consumption and GDP in Taiwan: A Threshold Cointegration Analysis. Energy Economics, 30(5), 2342-2358.

Huang, B. N., Hwang, M. J., Yang, C. W. (2008). Causal Relationship between Energy Consumption and GDP Growth Revisited: A Dynamic Panel Approach. Ecological Economics, 67, 41-54.

IEA (2016). World Energy Outlook, International Energy Agency, France

Jalil, A. and Feridun, M. (2014). Energy-Driven Economic Growth: Energy Consumption-Economic Growth Nexus Revisited for China. Emerging Markets Finance and Trade, 50(5), 159-168.

Jin, J. C., Choi, J-Y. and Yu, E. S. H. (2009). Energy prices, energy conservation, and economic growth: Evidence from the postwar United States. International Review of Economics and Finance, 18, 691–699.

Karanfil, F. (2009). How Many Times again will We Examine the Energy-Income Nexus using a Limited Range of Traditional Econometric Tools? Energy Policy, 37(4): 1191-1194.

Kim, D. and Perron, P. (2009). Unit Root Tests Allowing for a Break in the Trend Function under both the Null and Alternative Hypotheses. Journal of Econometrics, 148, 1-13.

Koenker, R. and Gilbert Bassett, G. (1978). Regression Quantiles. Econometrica, 46(1), 33-50.

Kourtzidis, S. A., Tzeremes, P. and Tzeremes, N. G. (2018). Re-evaluating the energy consumption-economic growth nexus for the United States: An asymmetric threshold cointegration analysis. Energy, forthcoming.

Kraft, J. and Kraft, A. (1978). On the Relationship between Energy and GNP. Journal of Energy and Development, 3, 401-403.

Lau, E., Chye, X. H. and Choong, C. K. (2011). Energy-Growth Causality: Asian Countries Revisited. International Journal of Energy Economics and Policy, 1(4), 140-149.

Lean, H.H. and Smyth, R. (2010). CO2 Emissions, Electricity Consumption and Output in ASEAN. Applied Energy, 87 (6), 1858-1864.

Lee, C. C. and Chang, C. P. (2007). The Impact of Energy Consumption on Economic Growth: Evidence from Linear and Nonlinear Models in Taiwan, Energy, 32, 2282-94.

Lee, C. C. and Chien, M. S. (2010). Dynamic Modelling of Energy Consumption, Capital Stock, and Real Income in G-7 Countries. Energy Economics, 32(3), 564-581.

Lee, C., and Chang, C. (2005). Structural Breaks, Energy Consumption, and Economic Growth Revisited: Evidence from Taiwan. Energy Economics, 27(6), 857-872.

Lee, C.C. (2005). Energy Consumption and GDP in Developing Countries: a cointegrated panel Analysis. Energy Economics, 27, 415-27.

Lee, C.C. and Chang, C. P. (2008). Energy Consumption and Economic Growth in Asian Economies: A More Comprehensive Analysis using Panel Data. Resource and Energy Economics, 30(1), 50-65.

Lee, C. C. (2006). The causality relationship between energy consumption and GDP in G-11countries revisited. Energy Policy 34, 1086–1093.

Lee, C.C., Chang, C. P., and Chen, P. F. (2008). Energy–income causality in OECD countries revisited: the key role of capital stock. Energy Economics, 30, 2359-2373.

Luzzati, T. and Orsini, M. (2009). Investigating the Energy Environmental Kuznets Curve. Energy, 34(3), 291-300.

Magazzino, C. (2015). Energy Consumption and GDP in Italy: Cointegration and Causality Analysis Environment. Development and Sustainability, 17(1), 137-153.

Mohammad, H. and Parvaresh, H. (2014). Energy Consumption and Output: Evidence from a Panel of 14 Oil-Exporting Countries. Energy Economics, 41, 41-46.

Mutascu, M. (2016). A bootstrap panel Granger causality analysis of energy consumption and economic growth in the G 7 countries. Renewable and Sustainable Energy Review, 63, 166-171.

Narayan, P. K., Narayan, S. and Smyth, R. (2011). Energy consumption at business cycle horizons: The case of the United States. Energy Economics, 33, 161–167.

Nain, M. Z., Ahmad, W. and Kamaiah, B. (2018). Economic growth, energy consumption and CO2 emissions in India: a disaggregated causal analysis. International Journal of Sustainable Energy, 36, 807-824.

Oh, W., and Lee, K. (2004). Energy Consumption and Economic Growth in Korea: Testing the Causality Relation. Journal of Policy Modelling, 26(8-9), 973-981.

Ozturk, I. (2010). A Literature Survey on Energy-Growth Nexus. Energy Policy, 38(1), 340-349.

Pao, H-T., Lin, Y-Y. and Fu, H-C. (2014). Causality relationship between energy consumption and economic growth in Brazil. Smart Grid and Renewable Energy, 5, 198-205.

Paul, S. and Bhattacharya, R. N. (2004). Causality between energy consumption and economic growth in India: a note on conflicting results. Energy Economics, 26, 977-983.

Payne, J. E. (2009). On the dynamics of energy consumption and output in the US. Applied Energy, 86, 575-577.

Payne, J. E. (2010). Survey of the International Evidence on the Causal Relationship between Energy Consumption and Growth. Journal of Economic Studies, 37(1), 53-95.

Pedroni, P. (1999). Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors. Oxford Bulletin of Economics and Statistics, 61, 653-70.

Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis: New Results. Econometric Theory, 20, 597-627.

Pesaran, M.H. and Shin, Y. (1999). An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis, in Strom, S. (Ed.), Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium, Cambridge University Press, Cambridge.

Pesaran, M.H., Shin, Y. and Smith, R. (2001). Bounds Testing Approaches to the Analysis of Level Relationships, Journal of Applied Econometrics, 16, 289-326.

Rodríguez-Caballero, C. V. and Ventosa-Santaulària, D. (2016).Energy-growth long-term relationship under structural breaks. Evidence from Canada, 17 Latin American economies and the USA. Energy Economics, 61, 121–134.

Romer, P. M. (1990). Endogenous Technological Change. Journal of Political Economy, 98(5), 71-102.

Saidi, K., Rahman, M. R. and Amamri, M. (2017). The causal nexus between economic growth and energy consumption: New evidence from global panel of 53 countries. Sustainable Cities and Society, 33, 45-56.

Sbia, R., Shahbaz, M. and Hamdi, H. (2014). A Contribution of Foreign Direct Investment, Clean Energy, Trade Openness, Carbon Emissions and Economic Growth to Energy Demand in UAE. Economic Modelling, 36, 191-197.

Shahbaz, M., Hoang, T. H. V., Mahalik, M. K. and Roubaud, D. (2017). Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis. Energy Economics, 63 (3), 199-212.

Shahbaz, M., Khan, S. and Tahir, M. I. (2013). The Dynamic Links between Energy Consumption, Economic Growth, Financial Development and Trade in China: Fresh Evidence from Multivariate Framework Analysis. Energy Economics, 40, 8-21.

Shahbaz, M., Mahalik, M. K., Shah, S. H. and Sato, J. R. (2016). Time-Varying Analysis of CO2 Emissions, Energy Consumption and Economic Growth Nexus: Statistical Experience in Next-11 Countries. Energy Policy, 98 (11), 33-48.

Shahbaz, M., Tang, C. F. and Shabbir, M. S. (2011). Electricity Consumption and Economic Growth Nexus in Portugal using Cointegration and Causality Approaches. Energy Policy, 39, 3529-3536.

Shahiduzzaman, M., Alam, K. (2012). Cointegration and Causal Relationships between Energy Consumption and Output: Assessing the Evidence from Australia. Energy Economics, 34, 2182-2188

Shahzad, S. J. H., Shahbaz, M., Ferrer, R. and Kumar, R. R. (2017). Tourism-led Growth Hypothesis in the Top Ten Tourist Destinations: New Evidence using the Quantile-on-Quantile Approach. Tourism Management, 60, 223-232.

Sim, N. and Zhou, H. (2015). Oil Prices, US Stock Return, and the Dependence between their Quantiles. Journal of Banking and Finance, 55, 1-8.

Soytas, U. and Sari, R. (2006). Energy consumption and income in G7 countries. Journal of Policy Modeling, 28, 739–750.

Squalli, J. (2007). Electricity Consumption and Economic Growth: Bounds and Causality Analyses of OPEC Countries. Energy Economics, 29, 1192-1205.

Stern, D. I. (1993). Energy and Economic Growth in the USA: A Multivariate Approach. Energy Economics, 15(2), 137-150.

Stern, D. I. (2000). A Multivariate Cointegration Analysis of the Role of Energy in the US Macroeconomy. Energy Economics, 22, 267-283.

Stern, D. I. (2011). The Role of Energy in Economic Growth. Annals of the New York Academy of Sciences, 1219 (1), 26-51.

Stone, C. (1977). Consistent nonparametric regression. Annals of Statistics, 5(4), 595–645.

Suganthi, L. and Samuel, A. A. (2012). Energy Models for Demand Forecasting – A Review. Renewable and Sustainable Energy Reviews, 16, 1223-1240

Suri, V. and Chapman, D. (1998). Economic Growth, Trade and Energy: Implications for the Environmental Kuznets Curve. Ecological Economics, 25, 195-208.

Tang, X., Deng, H., Zhang, B., Snowden, S. and Höök, M. (2016). Nexus between Energy Consumption and Economic Growth in China: From the Perspective of Embodied Energy Imports and Exports. Emerging Markets Finance and Trade, 52 (6), 1298-1304.

Templet, P. H. (1999). Energy, Diversity and Development in Economic Systems: An Empirical Analysis. Energy Policy, 30, 223-233.

Tiba, S. and Omri, A. (2017). Literature Survey on the Relationships between Energy, Environment and Economic Growth. Renewable and Sustainable Energy Reviews, 69, 1129-1146.

Toda, H.Y. and Yamamoto, T. (1995).Statistical Inference in Vector Autoregressions with Possibly Integrated Processes. Journal of Econometrics, 66, 225-50.

Wang, Y., Wang, Y., Zhou, J, Zhu, X. and Lu, G. (2011). Energy consumption and economic growth in China: A multivariate causality test. Energy Policy, 39, 4399-4406.

Yang, H. Y. (2000).A Note on the Causal Relationship between Energy and GDP in Taiwan. Energy Economics, 22(3), 309-317.

Yang, Z. and Zhao Y. (2014). Energy consumption, carbon emissions, and economic growth in India: Evidence from directed acyclic graphs. Economic Modelling, 38, 533–540.

Yildirim, E., Sukruoglu, D. and Aslan, A. (2014). Energy consumption and economic growth in the next 11 countries: The bootstrapped autoregressive metric causality approach. Energy Economics, 44, 14–21.

Yoo, S.-H. and Lee, J.-S. (2010). Electricity Consumption and Economic Growth: A Cross-country Analysis. Energy Policy, 38(1), 622-625.

Yu, E. S. H. and Choi, J. Y. (1985). The Causal Relationship between Energy and GNP: An International Comparison. Journal of Energy and Development, 10, 249-272.

Yu, E. S. H. and Hwang, B. K. (1984). The relationship between energy and GNP: further results. Energy Economics 6, 186–190.

Yu, E. S. H. and Jin, J. C. (1992). Cointegration tests of energy consumption, income, and employment. Resources and Energy, 14, 259–266.

Zhang, Y-J. (2011). Interpreting the Dynamic Nexus between Energy Consumption and Economic Growth: Empirical evidence from Russia. Energy Policy, 39, 2265–2272.