Shahbaz, Muhammad and Shafiullah, Muhammad and Papavassiliou, Vassilios and Hammoudeh, Shawkat (2017): The CO2-Growth nexus revisited: A nonparametric analysis for G7 economies over nearly two centuries.
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Abstract
Using a two-century long dataset and some recently popularized nonparametric econometric techniques, this study revisits the nexus between economic growth and carbon dioxide (CO2) emissions for the G7 countries over nearly two centuries. The use of nonparametric modelling is warranted by the fact that long historical time series are often subject to structural breaks and other forms of nonlinearity over the course of time. We employ nonparametric cointegration and causality tests along with the cross-validated Local Linear technique analysis and validate the existence of the environmental Kuznets curve in six of the G7 countries – Canada, France, Germany, Italy, U.K. and the U.S.– and the only exception is Japan. Our empirical analysis also finds CO2 emissions and economic growth to be cointegrated and closely interrelated in the Granger sense. Our results are robust and highlight the nonlinear causal relationship between the two variables.
Item Type: | MPRA Paper |
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Original Title: | The CO2-Growth nexus revisited: A nonparametric analysis for G7 economies over nearly two centuries |
English Title: | The CO2-Growth nexus revisited: A nonparametric analysis for G7 economies over nearly two centuries |
Language: | English |
Keywords: | G7 Countries, Economic Growth, CO2 Emissions, EKC Hypothesis, Nonparametric Econometrics. |
Subjects: | A - General Economics and Teaching > A1 - General Economics |
Item ID: | 79019 |
Depositing User: | Muhammad Shahbaz |
Date Deposited: | 09 May 2017 15:47 |
Last Modified: | 26 Sep 2019 18:13 |
References: | Acaravci, A., Ozturk, I. (2010). On the relationship between energy consumption, CO2 emissions and economic growth in Europe. Energy, 35, 5412-5420. Aden, N. (2016). The roads to decoupling: 21 countries are reducing carbon emissions while growing GDP. World Resources Institute, Insights – WRI Commentary. Ajmi, A.N., Hammoudeh, S., Nguyen, D.K., Sato, J.R. (2015). On the relationships between CO2 emissions, energy consumption and income: The importance of time variation. Energy Economics, 49, 629-638. Aldy, J. E. (2005). An environmental Kuznets curve analysis of U.S. state-level carbon dioxide emissions. Journal of Environment and Development, 14, 48-72. Annicchiarico, E., Bennato, A.R., Costa, A. (2009). Economic growth and carbon dioxide emissions in Italy, 1861-2003. Working Paper, University of Rome 'Tor Vergata', Italy. Apergis, N. (2016). Environmental Kuznets curves: New evidence on both panel and country-level CO2 emissions. Energy Economics, 54, 263-271. Apergis, N., Christou, C., Gupta, R. (2017). Are there environmental Kuznets curves for US state-level CO2 emissions? Renewable and Sustainable Energy Reviews, 69, 551-558 Awokuse, T.O., Christopoulos, D.K. (2009). Nonlinear dynamics and the exports-output growth nexus. Economic Modelling, 26, 184-190. Azomahou, T., Laisney, F.,Van, P.N. (2006). Economic development and CO2 emissions: A nonparametric panel approach. Journal of Public Economics, 90, 1347-1363. Baek, E.G., Brock, W.A. (1992). A nonparametric test for independence of a multivariate time series. Statistica Sinica, 2, 137-156. Baltagi, B.H., Hidalgo, J., Li, Q. (1996). A nonparametric test for poolability using panel data. Journalof Econometrics, 75, 345-367. Barassi, M.R., Spagnolo, N. (2012). Linear and non-linear causality between CO2 emissions and economic growth. The Energy Journal, 33, 23-38. Barret, S., Stavins, R. (2003). Increasing Participation and Compliance in International Climate Change Agreements. International Environmental Agreements: Politics, Law and Economics, 3(4), 349-366. Baum, C.F., Caglayan, M., Ozkan, N. (2004). Nonlinear effects of exchange rate volatility on the volume of bilateral exports. Journal of Applied Econometrics, 19, 1-23. Bierens, H.J. (1997a). Testing the unit root with drift hypothesis against nonlinear trend stationarity, with an application to the US price level and interest rate. Journal of Econometrics, 81, 29-64. Bierens, H.J. (1997b). Nonparametric cointegration analysis. Journal of Econometrics, 77, 379-404. Boden, T.A., G. Marland, R.J. Andres. 2010. Global, regional, and national fossil-fuel CO2 emissions. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tenn., U.S.A. Breitung, J. (2001). Rank tests for nonlinear cointegration. Journal of Business & Economic Statistics, 19, 331-340. Breitung, J. (2002). Nonparametric tests for unit roots and cointegration. Journal of Econometrics,108, 343-364. Can, M., Gozgor, G. (2015). Dynamic relationships among CO2emissions, energy consumption, economic growth, and economic complexity in France. Working Paper, Hakkari University, Turkey. Chen, B., Hong, Y. (2012). Testing for smooth structural changes in time series models via nonparametric regression. Econometrica, 80, 1157-1183. Cheng-Lang, Y., Lin, H.P., Chang, C.H. (2010). Linear and nonlinear causality between sectoral electricity consumption and economic growth: Evidence from Taiwan. Energy Policy, 38, 6570-6573. Chiou-Wei, S.Z., Chen, C.F., Zhu, Z. (2008). Economic growth and energy consumption revisited—evidence from linear and nonlinear Granger causality. Energy Economics, 30, 3063-3076. Christopoulos, D. K., León Ledesma, M.A. (2007). A long-run non-linear approach to the Fisher effect. Journal of Money, Credit and Banking, 39, 543-559. Cialani, C. (2007). Economic growth and environmental quality. Management of Environmental Quality: An International Journal, 18, 568–577. Congregado, E., Feria-Gallardo, J., Golpe, A.A., Iglesias, J. (2016). The environmental Kuznets curve and CO2 emissions in the USA. Environmental Sciences and Pollution Research, 23, 18407-18420 Coondoo, D., Dinda, S. (2002). Causality between income and emissions: a country group-specific econometric analysis. Ecological Economics, 40, 351-367. Day, K. M., Grafton, R. Q. (2003). Growth and the environment in Canada: An empirical analysis. Canadian Journal of Agricultural Economics, 51, 197-216. deBruyn, S.M., van den Bergh, J.C.J.M., Opschoor, J.B. (1998). Economic growth and emissions: reconsidering the empirical basis of environmental Kuznets curves. Ecological Economics, 25, 161-175. Dergiades, T., Martinopoulos, G., Tsoulfidis, L. (2013). Energy consumption and economic growth: Parametric and non-parametric causality testing for the case of Greece. Energy Economics, 36, 686-697. Diks, C., Panchenko, V. (2005). A note on the Hiemstra-Jones test for Granger non-causality. Studiesin Nonlinear Dynamics & Econometrics, 9, 4-10. Diks, C., Panchenko, V. (2006). A new statistic and practical guidelines for nonparametric Granger causality testing. Journal of Economic Dynamics and Control, 30, 1647-1669. Dinda, S. (2004). Environmental Kuznets curve hypothesis: a survey. Ecological Economics, 49, 431-455. Dinda, S., Coondoo, D. (2006). Income and emission: a panel-data based cointegration analysis. Ecological Economics, 57, 167-181. Fosten, J., Morley, B., Taylor, T. (2012). Dynamic misspecification in the environmental Kuznets curve: evidence from CO2 and SO2 emissions in the United Kingdom. Ecological Economics, 76, 25-33. Galeotti, M., Manera, M., Lanza, A. (2009). On the robustness of robustness checks of the Environmental Kuznets Curve Hypothesis. Environmental and Resource Economics, 42, 551-574 Grossman, G. M., Krueger, A.B. (1995). Economic growth and the environment. Quarterly Journal of Economics, 110, 353–77. Hamit-Haggar, M. (2012). Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective. Energy Economics, 34, 358-364. Harbaugh, W.T., Levinson, A., Wilson, D.M. (2002). Re-examining the empirical evidence for an environmental Kuznets curve. The Review of Economics and Statistics, 84, 541-551. He, J., Richard, P. (2010). Environmental Kuznets curve for CO2 in Canada. Ecological Economics, 69, 1083-1093. Henderson, D.J., Carroll, R.J., Li, Q. (2008). Nonparametric estimation and testing of fixed effects panel data models. Journal of Econometrics, 144, 257-275. Hiemstra, C., Jones, J.D. (1994). Testing for linear and nonlinear Granger causality in stock-price volume relation. Journal of Finance, 49, 1639-1664. Iwata, H., Okada, K., Samreth, S. (2010). Empirical study on the environmental Kuznets curve for CO2 in France: The role of nuclear energy. Energy Policy, 38, 4057-4063. Jobert, T., Karanfil, F., Tykhoneko, A. (2012). Environmental Kuznets curve for carbon dioxide emissions: lack of robustness to heterogeneity? GREDEG Working Papers 2012-15, Groupe de Recherche en Droit, Economie, Gestion (GREDEG CNRS), University of Nice Sophia Antipolis. Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 59, 1551-1580. Kijima, M., Nishide, K., Ohyama, A. (2010). Economic models for the environmental Kuznets curve: A survey. Journal of Economic Dynamics and Control, 34, 1187-1201. Kuznets, S. (1955). Economic growth and income inequality. American Economic Review, 49, 1-28. Li, Q., Racine, J.S. (2004). Cross-validated local linear nonparametric regression. Statistica Sinica, 14, 485-512. Li, Q., Racine, J.S. (2007). Nonparametric econometrics: theory and practice. Princeton University Press. Mazzanti, M., Montini, A., Zoboli, R. (2008). Environmental Kuznets curves for air pollutant emissions in Italy: Evidence from environmental accounts (NAMEA) panel data. Economic Systems Research, 20, 277–301. Millimet, D.L., List, J.A., Stengos, T. (2003). The environmental Kuznets curve: real progress or misspecified models? Review of Economics and Statistics, 85, 1038-1047. Mutascu, M., Pereau, J-C., Ursu, E. (2016). A wavelet analysis of the environmental Kuznets curve in France. GRETHAUMRCNRS 5113, Université de Bordeaux, France. Price, L. (2005). Voluntary agreements for energy efficiency or GHG emissions reduction in industry: an assessment of programs around the world. Lawrence Berkeley National Laboratory, Berkeley, California. Rafindadi, A. A. (2016). Revisiting the concept of environmental Kuznets curve in period of energy disaster and deteriorating income: Empirical evidence from Japan. Energy Policy, 94, 274–284. Roberts, J.T., Grimes, P.E. (1997). Carbon intensity and economic development 1962-91: A brief exploration of the environmental Kuznets curve. World Development, 25, 191-198. Schmalensee, R., Stoker, T.M., Judson, R.A. (1998). World carbon dioxide emission: 1950-2050. Review of Economics and Statistics, 80, 85-101. Schwarz, G.E. (1978). Estimating the dimension of a model. Annals of Statistics, 6, 461-464. Sephton, P.,Mann, J. (2016). Compelling evidence of an environmental Kuznets curve in the United Kingdom. Environmental and Resource Economics, 64, 301-315. Shafik, N., Bandyopadhyay, S., (1992). Economic growth and environmental quality: Time series and gross country evidence. Washington, DC: The World Bank. Shahbaz, M., Mallick, H., Mahalik, M. K., Sadorsky, P. (2016). The role of globalization on the recent evolution of energy demand in India: Implications for sustainable development. Energy Economics, 55, 52–68. Sica, E. (2014). Economic dualism and air quality in Italy: testing the environmental Kuznets curve hypothesis. International Journal of Environmental Studies, 71, 463-480. Stern, D.I., (2004). Environmental Kuznets curve. In Encyclopaedia of Energy, Vol. 3,Amsterdam, Elsevier. Taskin, F., Zaim, O. (2000). Searching for a Kuznets curve in environmental efficiency using kernel estimation. Economics Letters, 68, 217-223 Terasvirta, T., Anderson, H. M. (1992). Characterizing nonlinearities in business cycles using smooth transition autoregressive models. Journal of Applied Econometrics, 7, 119-136. Turner, K., Hanley, N. (2011). Energy efficiency, rebound effects and the environmental Kuznets Curve. Energy Economics, 33, 709-720. Ubaidillah, N. Z. (2011). The relationship between income and environment in UK’s road transport sector: Is there an EKC?. International Conference on Economics and Finance Research. IPEDR vol.4 (2011) © (2011) IACSIT Press, Singapore. Yaguchi, Y., Sonobe, T., Otsuka. K. (2007). Beyond the environmental Kuznets curve: a comparative study of SO2 and CO2 emissions between Japan and China. Environment and Development Economics, 12, 445–470 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/79019 |