IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/17492.html
   My bibliography  Save this paper

Growth and the pollution convergence hypothesis: A nonparametric approach

Author

Listed:
  • Ordás Criado, Carlos
  • Valente, Simone
  • Stengos, Thanasis

Abstract

The 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.

Suggested Citation

  • 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.
  • Handle: RePEc:pra:mprapa:17492
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/17492/1/MPRA_paper_17492.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Maindonald, John, 2006. "Generalized Additive Models: An Introduction with R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 16(b03).
    2. 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.
    3. 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.
    4. Mark Strazicich & John List, 2003. "Are CO 2 Emission Levels Converging Among Industrial Countries?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 24(3), pages 263-271, March.
    5. Phu Nguyen Van, 2005. "Distribution Dynamics of CO 2 Emissions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(4), pages 495-508, December.
    6. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    7. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    8. James C. Murdoch & Tod Sandler & Keith Sargent, 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.
    9. 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.
    10. John A. List, 1999. "Have Air Pollutant Emissions Converged Among U.S. Regions? Evidence from Unit Root Tests," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 144-155, July.
    11. S. N. Wood, 2000. "Modelling and smoothing parameter estimation with multiple quadratic penalties," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(2), pages 413-428.
    12. 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.
    13. Frederick Ploeg & Cees Withagen, 1991. "Pollution control and the Ramsey problem," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 1(2), pages 215-236, June.
    14. 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.
    15. 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.
    16. 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, February.
    17. 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.
    18. 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.
    19. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    20. 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.
    21. 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.
    22. Stokey, Nancy L, 1998. "Are There Limits to Growth?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 1-31, February.
    23. 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.
    24. Johnson, Paul A., 2000. "A nonparametric analysis of income convergence across the US states," Economics Letters, Elsevier, vol. 69(2), pages 219-223, November.
    25. John A. List, 1999. "Have Air Pollutant Emissions Converged Among U.S. Regions? Evidence from Unit Root Tests," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 144-155, July.
    26. Koenker, Roger, 1981. "A note on studentizing a test for heteroscedasticity," Journal of Econometrics, Elsevier, vol. 17(1), pages 107-112, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Massimiliano Mazzanti & Antonio Musolesi, 2013. "A Nonlinear Analysis of CO2-Income Relation for Advanced Countries," Working Papers 2013072, University of Ferrara, Department of Economics.
    2. Cherniwchan, Jevan, 2012. "Economic growth, industrialization, and the environment," Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
    3. Longhi, Christian & Musolesi, Antonio & Baumont, Catherine, 2014. "Modeling structural change in the European metropolitan areas during the process of economic integration," Economic Modelling, Elsevier, vol. 37(C), pages 395-407.
    4. Musolesi Antonio & Mazzanti Massimiliano, 2014. "Nonlinearity, heterogeneity and unobserved effects in the carbon dioxide emissions-economic development relation for advanced countries," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 18(5), pages 521-541, December.
    5. Mazzanti, Massimiliano & Musolesi, Antonio, 2013. "Nonlinearity, Heterogeneity and Unobserved Effects in the CO2-income Relation for Advanced Countries," Climate Change and Sustainable Development 162374, Fondazione Eni Enrico Mattei (FEEM).
    6. Sylvie Charlot & Riccardo Crescenzi & Antonio Musolesi, 2014. "Augmented and Unconstrained: revisiting the Regional Knowledge Production Function," SEEDS Working Papers 2414, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Aug 2014.
    7. 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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ordás Criado, C. & Valente, S. & Stengos, T., 2011. "Growth and pollution convergence: Theory and evidence," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 199-214, September.
    2. William Brock & M. Taylor, 2010. "The Green Solow model," Journal of Economic Growth, Springer, vol. 15(2), pages 127-153, June.
    3. Chhavi Tiwari & Mrutyunjay Mishra, 2017. "Testing the CO2 Emissions Convergence: Evidence from Asian Countries," IIM Kozhikode Society & Management Review, , vol. 6(1), pages 67-72, January.
    4. Wu, Jian-Xin & He, Ling-Yun & Zhang, ZhongXiang, 2019. "Does China Fall into Poverty-Environment Traps? Evidence from Long-term Income Dynamics and Urban Air Pollution," ETA: Economic Theory and Applications 285027, Fondazione Eni Enrico Mattei (FEEM).
    5. Joseph E. Aldy, 2007. "Divergence in State-Level Per Capita Carbon Dioxide Emissions," Land Economics, University of Wisconsin Press, vol. 83(3), pages 353-369.
    6. Brännlund Runar & Karimu Amin & Söderholm Patrik, 2017. "Convergence in carbon dioxide emissions and the role of growth and institutions: a parametric and non-parametric analysis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 19(2), pages 359-390, April.
    7. LAWSON, Laté A. & MARTINO, Roberto & NGUYEN-VAN, Phu, 2020. "Environmental convergence and environmental Kuznets curve: A unified empirical framework," Ecological Modelling, Elsevier, vol. 437(C).
    8. Cherniwchan, Jevan, 2012. "Economic growth, industrialization, and the environment," Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
    9. Roberto Martino & Phu Nguyen-Van, 2016. "Environmental Kuznets curve and environmental convergence: A unified empirical framework for CO2 emissions," Working Papers of BETA 2016-18, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    10. Phu Nguyen Van, 2005. "Distribution Dynamics of CO 2 Emissions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(4), pages 495-508, December.
    11. 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.
    12. Satoshi Honma & Yushi Yoshida, 2019. "Convergence in pollution terms of trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(5), pages 603-627, July.
    13. Kenichi SHIMAMOTO, 2017. "Examining The Existence Of Co2 Emission Per Capita Convergence In East Asia," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(2), pages 11-28, December.
    14. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris, 2020. "Stochastic convergence in per capita CO2 emissions: Evidence from emerging economies, 1921–2014," Energy Economics, Elsevier, vol. 86(C).
    15. Satoshi Honma & Yushi Yoshida, 2018. "Convergence in pollution terms of trade," Discussion Papers CRR Discussion Paper Series A: General 48, Shiga University, Faculty of Economics,Center for Risk Research.
    16. Thanasis Stengos & Brennan S. Thompson & Ximing Wu, 2009. "The evolution of the conditional joint distribution of life expectancy and per capita income growth," Advances in Econometrics, in: Nonparametric Econometric Methods, pages 171-191, Emerald Group Publishing Limited.
    17. Thomas Bassetti & Nikos Benos & Stelios Karagiannis, 2013. "CO 2 Emissions and Income Dynamics: What Does the Global Evidence Tell Us?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(1), pages 101-125, January.
    18. McKitrick, Ross & Wood, Joel, 2013. "Co-fluctuation patterns of per capita carbon dioxide emissions: The role of energy markets," Energy Economics, Elsevier, vol. 39(C), pages 1-12.
    19. Wu, Jian-Xin & He, Ling-Yun & Zhang, ZhongXiang, 2022. "On the co-evolution of PM2.5 concentrations and income in China: A joint distribution dynamics approach," Energy Economics, Elsevier, vol. 105(C).
    20. Apergis, Nicholas & Payne, James E., 2017. "Per capita carbon dioxide emissions across U.S. states by sector and fossil fuel source: Evidence from club convergence tests," Energy Economics, Elsevier, vol. 63(C), pages 365-372.

    More about this item

    Keywords

    Air pollution; convergence; economic growth; mixed nonparametric regressions; distribution dynamics.;
    All these keywords.

    JEL classification:

    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:17492. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.