Growth and the pollution convergence hypothesis: a nonparametric approach
AbstractThe pollution-convergence hypothesis is formalized in a neoclassical growth model with optimal emissions reduction: pollution growth rates are positively correlated with output growth (scale effect) but negatively correlated with emission levels (defensive effect). This dynamic law is empirically tested for two major and regulated air pollutants - nitrogen oxides (NOX) and sulfur oxides (SOX) - with a panel of 25 European countries spanning over years 1980-2005. Traditional parametric models are rejected by the data. However, more flexible regression techniques - semiparametric additive specifications and fully nonparametric regressions with discrete and continuous factors - confirm the existence of the predicted positive and defensive effects. By analyzing the spatial distributions of per capita emissions, we also show that cross-country pollution gaps have decreased over the period for both pollutants and within the Eastern as well as the Western European areas. A Markov modeling approach predicts further cross-country absolute convergence, in particular for SOX. The latter results hold in the presence of spatial non-convergence in per capita income levels within both regions.
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Bibliographic InfoPaper provided by CEPE Center for Energy Policy and Economics, ETH Zurich in its series CEPE Working paper series with number 09-66.
Length: 41 pages
Date of creation: Sep 2009
Date of revision:
Air pollution; convergence; economic growth; mixed nonparametric regressions; distribution dynamics;
Other versions of this item:
- C. Ordás Criado & S. Valente & T. Stengos, 2009. "Growth and the pollution convergence hypothesis: a nonparametric approach," Working Papers 0908, University of Guelph, Department of Economics and Finance.
- Ordás Criado, Carlos & Valente, Simone & Stengos, Thanasis, 2009. "Growth and the pollution convergence hypothesis: A nonparametric approach," MPRA Paper 17492, University Library of Munich, Germany.
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-10-24 (All new papers)
- NEP-ENE-2009-10-24 (Energy Economics)
- NEP-ENV-2009-10-24 (Environmental Economics)
- NEP-FDG-2009-10-24 (Financial Development & Growth)
- NEP-MIC-2009-10-24 (Microeconomics)
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- Maasoumi, Esfandiar & Racine, Jeff & Stengos, Thanasis, 2007.
"Growth and convergence: A profile of distribution dynamics and mobility,"
Journal of Econometrics,
Elsevier, vol. 136(2), pages 483-508, February.
- Maasoumi, Esfandiar & Racine, Jeff, 2006. "Growth And Convergence: A Profile Of Distribution Dynamics And Mobility," Departmental Working Papers 0605, Southern Methodist University, Department of Economics.
- William Brock & M. Taylor, 2010.
"The Green Solow model,"
Journal of Economic Growth,
Springer, vol. 15(2), pages 127-153, June.
- Johnson, Paul, 1999.
"A Nonparametric Analysis of Income Convergence Across the US States,"
Vassar College Department of Economics Working Paper Series
46, Vassar College Department of Economics.
- Johnson, Paul A., 2000. "A nonparametric analysis of income convergence across the US states," Economics Letters, Elsevier, vol. 69(2), pages 219-223, November.
- Andreoni, James & Levinson, Arik, 2001.
"The simple analytics of the environmental Kuznets curve,"
Journal of Public Economics,
Elsevier, vol. 80(2), pages 269-286, May.
- James Andreoni & Arik Levinson, 1998. "The Simple Analytics of the Environmental Kuznets Curve," NBER Working Papers 6739, National Bureau of Economic Research, Inc.
- John A. List, 1999. "Have Air Pollutant Emissions Converged Among U.S. Regions? Evidence from Unit Root Tests," Southern Economic Journal, Southern Economic Association, vol. 66(1), pages 144-155, July.
- Erwin Bulte & John A. List & Mark C. Strazicich, 2004.
"Regulatory Federalism and the Distribution of Air Pollutant Emissions,"
04-16, Department of Economics, Appalachian State University.
- Erwin Bulte & John A. List & Mark C. Strazicich, 2007. "Regulatory Federalism And The Distribution Of Air Pollutant Emissions," Journal of Regional Science, Wiley Blackwell, vol. 47(1), pages 155-178.
- Frederick Ploeg & Cees Withagen, 1991.
"Pollution control and the Ramsey problem,"
Environmental & Resource Economics,
European Association of Environmental and Resource Economists, vol. 1(2), pages 215-236, June.
- William A. Brock & M. Scott Taylor, 2004.
"Economic Growth and the Environment: A Review of Theory and Empirics,"
NBER Working Papers
10854, National Bureau of Economic Research, Inc.
- Brock, William A. & Taylor, M. Scott, 2005. "Economic Growth and the Environment: A Review of Theory and Empirics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 28, pages 1749-1821 Elsevier.
- Bratberg, Espen & Tjøtta, Sigve & Øines, Torgeir, 2003.
"Do voluntary international environmental agreements work?,"
Working Papers in Economics
06/03, University of Bergen, Department of Economics.
- Bratberg, Espen & Tjotta, Sigve & Oines, Torgeir, 2005. "Do voluntary international environmental agreements work?," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 583-597, November.
- John Maindonald, . "Generalized Additive Models: An Introduction with R," Journal of Statistical Software, American Statistical Association, vol. 16(b03).
- Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-94, September.
- Cheng Hsiao & Qi Li & Jeff Racine, 2006.
"A Consistent Model Specification Test with Mixed Discrete and Continuous Data,"
IEPR Working Papers
06.47, Institute of Economic Policy Research (IEPR).
- Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007. "A consistent model specification test with mixed discrete and continuous data," Journal of Econometrics, Elsevier, vol. 140(2), pages 802-826, October.
- Koenker, Roger, 1981. "A note on studentizing a test for heteroscedasticity," Journal of Econometrics, Elsevier, vol. 17(1), pages 107-112, September.
- Mark Strazicich & John List, 2003. "Are CO 2 Emission Levels Converging Among Industrial Countries?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 24(3), pages 263-271, March.
- Murdoch, James C & Sandler, Todd & Sargent, Keith, 1997. "A Tale of Two Collectives: Sulphur versus Nitrogen Oxides Emission Reduction in Europe," Economica, London School of Economics and Political Science, vol. 64(254), pages 281-301, May.
- Li, Qi & Racine, Jeff, 2003. "Nonparametric estimation of distributions with categorical and continuous data," Journal of Multivariate Analysis, Elsevier, vol. 86(2), pages 266-292, August.
- Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
- Carlos Ordás Criado & Jean-Marie Grether, 2010.
"Convergence in per capita CO2 emissions: a robust distributional approach,"
CEPE Working paper series
10-70, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Ordás Criado, C. & Grether, J.-M., 2011. "Convergence in per capita CO2 emissions: A robust distributional approach," Resource and Energy Economics, Elsevier, vol. 33(3), pages 637-665, September.
- Jianqing Fan & Runze Li, 2004. "New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 710-723, January.
- Finus, Michael & Tjotta, Sigve, 2003. "The Oslo Protocol on sulfur reduction: the great leap forward?," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 2031-2048, September.
- Simon N. Wood, 2004. "Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 673-686, January.
- Massimiliano Mazzanti & Antonio Musolesi, 2013. "A Nonlinear Analysis of CO2-Income Relation for Advanced Countries," Working Papers 2013072, University of Ferrara, Department of Economics.
- Longhi, C. & Musolesi, A. & Baumont, C., 2013. "Modeling the industrial dynamics of the European metropolitan areas during the process of economic integration: a semiparametric approach," Working Papers 2013-10, Grenoble Applied Economics Laboratory (GAEL).
- Mazzanti, M. & Musolesi, A., 2013. "Nonlinearity, heterogeneity and unobserved effects in the carbon dioxide emissions-economic development relation for advanced countries," Working Papers 2013-08, Grenoble Applied Economics Laboratory (GAEL).
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