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Income and time related effects in EKC

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  • Massimiliano Mazzanti

    ()

  • Antonio Musolesi

Abstract

This paper documents the structural differences between climate change leading `actors' as Northern EU countries, and `lagging actors' - southern EU countries and the `Umbrella group' - with regard to their long run carbon-income relationships. We show that such categorization gives relevant policy and methodological insights. We investigate the issue of cross-country heterogeneity and the heterogeneity biases associated to standard panel data estimates but also disentangle time related and income effects. Parametric and semi parametric panel models allowing for time invariant unobserved heterogeneity robustly show that the groups of countries that were in the `Kyoto arena' less in favour of stringent climate policy, have yet to experience a turning point. Northern EU instead shows bell shapes. The key result is however obtained by estimating a semi-parametric random growth model. Country specific time related factors - that may represent latent innovation and policy features of countries - have been relatively more relevant than income effects in explaining the occurrence of such Kuznets curves. Overall, the countries differ more on their carbon-time relation than on the carbon-income relation which is in almost all cases monotonic positive. Just a few Nordic countries show a bell curve in both income and time related factors.

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Bibliographic Info

Paper provided by University of Ferrara, Department of Economics in its series Working Papers with number 201105.

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Length: 46 pages
Date of creation: 02 Feb 2011
Date of revision:
Handle: RePEc:udf:wpaper:201105

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Keywords: Carbon Kuznets Curves; heterogeneous panels; semi parametric models; random growth; income effect; time related effect;

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  1. Pesaran, M.H., 2003. "A Simple Panel Unit Root Test in the Presence of Cross Section Dependence," Cambridge Working Papers in Economics, Faculty of Economics, University of Cambridge 0346, Faculty of Economics, University of Cambridge.
  2. Katrin Millock & Céline Nauges, 2006. "Ex Post Evaluation of an Earmarked Tax on Air Pollution," Land Economics, University of Wisconsin Press, University of Wisconsin Press, vol. 82(1), pages 68-84.
  3. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2002. "Comparison of forecast performance for homogeneous, heterogeneous and shrinkage estimators: Some empirical evidence from US electricity and natural-gas consumption," Economics Letters, Elsevier, Elsevier, vol. 76(3), pages 375-382, August.
  4. Marzio Galeotti & Matteo Manera & Alessandro Lanza, 2006. "On the Robustness of Robustness Checks of the Environmental Kuznets Curve," UNIMI - Research Papers in Economics, Business, and Statistics, Universitá degli Studi di Milano unimi-1027, Universitá degli Studi di Milano.
  5. Maddala, G S, et al, 1997. "Estimation of Short-Run and Long-Run Elasticities of Energy Demand from Panel Data Using Shrinkage Estimators," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 15(1), pages 90-100, January.
  6. Wagner, Martin, 2006. "The Carbon Kuznets Curve. A Cloudy Picture Emitted by Bad Econometrics?," Economics Series, Institute for Advanced Studies 197, Institute for Advanced Studies.
  7. Grossman, Gene M & Krueger, Alan B, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 110(2), pages 353-77, May.
  8. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, Elsevier, vol. 57(1), pages 85-101, May.
  9. Simone Borghesi, 2010. "The European Emission Trading Scheme and Renewable Energy Policies: Credible Targets for Incredible Results?," Working Papers, Fondazione Eni Enrico Mattei 2010.141, Fondazione Eni Enrico Mattei.
  10. Elbert Dijkgraaf & Herman Vollebergh, 2005. "A Test for Parameter Homogeneity in CO 2Panel EKC Estimations," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 32(2), pages 229-239, October.
  11. Osman Zaim & Fatma Taskin, 2000. "A Kuznets Curve in Environmental Efficiency: An Application on OECD Countries," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 17(1), pages 21-36, September.
  12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, Elsevier, vol. 68(1), pages 79-113, July.
  13. Brian R. Copeland & M. Scott Taylor, 2003. "Trade, Growth and the Environment," NBER Working Papers, National Bureau of Economic Research, Inc 9823, National Bureau of Economic Research, Inc.
  14. James J. Heckman, 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training," NBER Working Papers, National Bureau of Economic Research, Inc 2861, National Bureau of Economic Research, Inc.
  15. Andreas Löschel & Dirk T.G. Rübbelke, 2009. "Impure public goods and technological interdependencies," Journal of Economic Studies, Emerald Group Publishing, Emerald Group Publishing, vol. 36(6), pages 596-615, November.
  16. Lloyd, Tim & Morrissey, Oliver & Reed, Geoffrey, 1998. "Estimating the Impact of Anti-dumping and Anti-cartel Actions Using Intervention Analysis," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 108(447), pages 458-76, March.
  17. Breusch, T S & Pagan, A R, 1980. "The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 47(1), pages 239-53, January.
  18. Gilbert E. Metcalf, 2009. "Designing a Carbon Tax to Reduce U.S. Greenhouse Gas Emissions," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, Association of Environmental and Resource Economists, vol. 3(1), pages 63-83, Winter.
  19. Antoine Dechezlepretre & Matthieu Glachant & Ivan Hascic & Nick Johnstone & Yann Meniere, 2010. "Invention and transfer of climate change mitigation technologies on a global scale: a study drawing on patent data," LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library 37590, London School of Economics and Political Science, LSE Library.
  20. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U-Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, 02.
  21. repec:ebl:ecbull:v:14:y:2005:i:1:p:1-7 is not listed on IDEAS
  22. David I. Stern, 2003. "The Rise and Fall of the Environmental Kuznets Curve," Rensselaer Working Papers in Economics, Rensselaer Polytechnic Institute, Department of Economics 0302, Rensselaer Polytechnic Institute, Department of Economics.
  23. Jeffrey A. Frankel & Andrew K. Rose, 2002. "Is Trade Good or Bad for the Environment? Sorting Out the Causality," NBER Working Papers, National Bureau of Economic Research, Inc 9201, National Bureau of Economic Research, Inc.
  24. Nelson C. Mark & Masao Ogaki & Donggyu Sul, 2005. "Dynamic Seemingly Unrelated Cointegrating Regressions," Review of Economic Studies, Oxford University Press, Oxford University Press, vol. 72(3), pages 797-820.
  25. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Hascic & Nick Johnstone & Yann Ménière, 2011. "Invention and transfer of climate change-mitigation technologies: A global analysis," Post-Print, HAL hal-00488214, HAL.
  26. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, Econometric Society, vol. 38(2), pages 311-23, March.
  27. Thompson, Patrick A & Noordewier, Thomas, 1992. "Estimating the Effects of Consumer Incentive Programs on Domestic Automobile Sales," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 10(4), pages 409-17, October.
  28. James Andreoni & Arik Levinson, 1998. "The Simple Analytics of the Environmental Kuznets Curve," NBER Working Papers, National Bureau of Economic Research, Inc 6739, National Bureau of Economic Research, Inc.
  29. Jongsup Kim, 2004. "Growth of regional economy and income inequality: county-level evidence from Florida, USA," Applied Economics, Taylor & Francis Journals, Taylor & Francis Journals, vol. 36(2), pages 173-183.
  30. Aidt, Toke S., 2010. "Green taxes: Refunding rules and lobbying," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 60(1), pages 31-43, July.
  31. Peter C.B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University 1222, Cowles Foundation for Research in Economics, Yale University.
  32. Jushan Bai & Serena Ng, 2001. "A Panic Attack on Unit Roots and Cointegration," Economics Working Paper Archive, The Johns Hopkins University,Department of Economics 469, The Johns Hopkins University,Department of Economics.
  33. Badi H. Baltagi & Georges Bresson & Alain Pirotte, 2004. "Tobin q: Forecast performance for hierarchical Bayes, shrinkage, heterogeneous and homogeneous panel data estimators," Empirical Economics, Springer, Springer, vol. 29(1), pages 107-113, January.
  34. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Publishing House "SINERGIA PRESS", Publishing House "SINERGIA PRESS", vol. 33(1), pages 125-132.
  35. Chimeli, Ariaster B. & Braden, John B., 2005. "Total factor productivity and the environmental Kuznets curve," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 49(2), pages 366-380, March.
  36. Huang, Ho-Chuan (River) & Lin, Shu-Chin, 2007. "Semiparametric Bayesian inference of the Kuznets hypothesis," Journal of Development Economics, Elsevier, Elsevier, vol. 83(2), pages 491-505, July.
  37. Khanna, Neha & Plassmann, Florenz, 2007. "Total factor productivity and the Environmental Kuznets Curve: A comment and some intuition," Ecological Economics, Elsevier, Elsevier, vol. 63(1), pages 54-58, June.
  38. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, Springer, vol. 15(2), pages 127-153, June.
  39. Adam B. Jaffe & Karen Palmer, 1996. "Environmental Regulation and Innovation: A Panel Data Study," NBER Working Papers, National Bureau of Economic Research, Inc 5545, National Bureau of Economic Research, Inc.
  40. Herman R.J. Vollebergh & Bertrand Melenberg & Elbert Dijkgraaf, 2007. "Identifying Reduced-Form Relations with Panel Data," Tinbergen Institute Discussion Papers, Tinbergen Institute 07-072/3, Tinbergen Institute.
  41. Vollebergh, H.R.J. & Dijkgraaf, E. & Melenberg, B., 2005. "Environmental Kuznets Curves for CO2: Heterogeneity Versus Homogeneity," Discussion Paper, Tilburg University, Center for Economic Research 2005-25, Tilburg University, Center for Economic Research.
  42. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, MIT Press, vol. 80(4), pages 549-560, November.
  43. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 27(2), pages 147-162, September.
  44. Fomby, Thomas B. & Hayes, Kathy J., 1990. "An intervention analysis of the war on poverty : Poverty's persistence and political-business cycle implications," Journal of Econometrics, Elsevier, Elsevier, vol. 43(1-2), pages 197-212.
  45. Vollebergh, Herman R.J. & Melenberg, Bertrand & Dijkgraaf, Elbert, 2009. "Identifying reduced-form relations with panel data: The case of pollution and income," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 58(1), pages 27-42, July.
  46. Hannes Egli & Thomas Steger, 2007. "A Dynamic Model of the Environmental Kuznets Curve: Turning Point and Public Policy," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 36(1), pages 15-34, January.
  47. Martinez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia, 2004. "Pooled mean group estimation of an environmental Kuznets curve for CO2," Economics Letters, Elsevier, Elsevier, vol. 82(1), pages 121-126, January.
  48. Charles, Amelie & Darne, Olivier, 2006. "Large shocks and the September 11th terrorist attacks on international stock markets," Economic Modelling, Elsevier, Elsevier, vol. 23(4), pages 683-698, July.
  49. Young-Ju Kim & Chong Gu, 2004. "Smoothing spline Gaussian regression: more scalable computation via efficient approximation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, Royal Statistical Society, vol. 66(2), pages 337-356.
  50. Pasche, Markus, 2002. "Technical progress, structural change, and the environmental Kuznets curve," Ecological Economics, Elsevier, Elsevier, vol. 42(3), pages 381-389, September.
  51. M. Hashem Pesaran, 2004. "General Diagnostic Tests for Cross Section Dependence in Panels," CESifo Working Paper Series, CESifo Group Munich 1229, CESifo Group Munich.
  52. Halkos, George E., 2003. "Environmental Kuznets Curve for sulfur: evidence using GMM estimation and random coefficient panel data models," Environment and Development Economics, Cambridge University Press, Cambridge University Press, vol. 8(04), pages 581-601, October.
  53. Reyer Gerlagh & Snorre Kverndokk & Knut Rosendahl, 2009. "Optimal Timing of Climate Change Policy: Interaction Between Carbon Taxes and Innovation Externalities," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 43(3), pages 369-390, July.
  54. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
  55. Henrik Jacobsen, 2000. "Energy Demand, Structural Change and Trade: A Decomposition Analysis of the Danish Manufacturing Industry," Economic Systems Research, Taylor & Francis Journals, Taylor & Francis Journals, vol. 12(3), pages 319-343.
  56. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, American Economic Association, vol. 92(1), pages 160-180, March.
  57. Frank Convery, 2009. "Origins and Development of the EU ETS," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 43(3), pages 391-412, July.
  58. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, American Economic Association, vol. 33(1), pages 132-163, March.
  59. Agnolucci, Paolo, 2009. "The effect of the German and British environmental taxation reforms: A simple assessment," Energy Policy, Elsevier, Elsevier, vol. 37(8), pages 3043-3051, August.
  60. Galeotti, Marzio & Lanza, Alessandro & Pauli, Francesco, 2006. "Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise," Ecological Economics, Elsevier, Elsevier, vol. 57(1), pages 152-163, April.
  61. Brajer, Victor & Mead, Robert W. & Xiao, Feng, 2008. "Health benefits of tunneling through the Chinese environmental Kuznets curve (EKC)," Ecological Economics, Elsevier, Elsevier, vol. 66(4), pages 674-686, July.
  62. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, Cambridge University Press, vol. 7(01), pages 1-21, March.
  63. Cole, M.A. & Rayner, A.J. & Bates, J.M., 1997. "The environmental Kuznets curve: an empirical analysis," Environment and Development Economics, Cambridge University Press, Cambridge University Press, vol. 2(04), pages 401-416, November.
  64. Junsoo Lee & John List, 2004. "Examining Trends of Criteria Air Pollutants: Are the Effects of Governmental Intervention Transitory?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 29(1), pages 21-37, September.
  65. Chimeli, Ariaster B. & Braden, John B., 2009. "A capital scarcity theory of the environmental Kuznets curve," Environment and Development Economics, Cambridge University Press, Cambridge University Press, vol. 14(05), pages 541-564, October.
  66. Badi H. Baltagi & James M. Griffin & Weiwen Xiong, 2000. "To Pool Or Not To Pool: Homogeneous Versus Hetergeneous Estimations Applied to Cigarette Demand," The Review of Economics and Statistics, MIT Press, MIT Press, vol. 82(1), pages 117-126, February.
  67. Shafik, Nemat, 1994. "Economic Development and Environmental Quality: An Econometric Analysis," Oxford Economic Papers, Oxford University Press, Oxford University Press, vol. 46(0), pages 757-73, Supplemen.
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Cited by:
  1. Halkos, George, 2011. "Economy - environment relationship: The case of sulphur emissions," MPRA Paper, University Library of Munich, Germany 45480, University Library of Munich, Germany.

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