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Carbon dioxide emissions and governance: A nonparametric analysis for the G-20

  • Halkos, George E.
  • Tzeremes, Nickolaos G.

This paper applies nonparametric estimators to examine the carbon dioxide emissions–governance relationship. By using data for the twenty largest economies (Group of twenty, G-20) the dynamics of the considered relationship are analyzed for the time period 1996–2010. Six governance measures are included in our analysis (Voice and Accountability, Political Stability and Absence of Violence, Government Effectiveness, Regulatory Quality, Rule of Law and Control of Corruption) as have been defined by the World Bank. The empirical findings reveal a high nonlinear relationship between countries' carbon dioxide emissions and the examined governance measures. The results reveal significant differences on the number of governance measures influencing countries' carbon dioxide emission levels. It is evident that these differences are subject to countries' specific regional and development variations. Finally, it appears that increasing the quality of countries' different governance factors does not always result to lower carbon dioxide emission levels.

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Article provided by Elsevier in its journal Energy Economics.

Volume (Year): 40 (2013)
Issue (Month): C ()
Pages: 110-118

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Handle: RePEc:eee:eneeco:v:40:y:2013:i:c:p:110-118
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  1. 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, vol. 8(04), pages 581-601, October.
  2. Andrei Shleifer & Simeon Djankov & Edward L. Glaeser & Rafael La Porta & Florencio Lopez de Silanes, 2003. "The New Comparative Economics," Yale School of Management Working Papers ysm355, Yale School of Management.
  3. Barrett, Scott & Graddy, Kathryn, 2000. "Freedom, growth, and the environment," Environment and Development Economics, Cambridge University Press, vol. 5(04), pages 433-456, October.
  4. La Porta, Rafael & Lopez-de-Silanes, Florencio & Pop-Eleches, Cristian & Shleifer, Andrei, 2004. "Judicial Checks and Balances," Scholarly Articles 3451311, Harvard University Department of Economics.
  5. Welsch, Heinz, 2004. "Corruption, growth, and the environment: a cross-country analysis," Environment and Development Economics, Cambridge University Press, vol. 9(05), pages 663-693, October.
  6. Luisito Bertinelli & Eric Strobl & Benteng Zou, 2008. "Sustainable Economic Development and the Environment: Theory and Evidence," CREA Discussion Paper Series 08-06, Center for Research in Economic Analysis, University of Luxembourg.
  7. Robert E. Hall & Charles I. Jones, 1999. "Why Do Some Countries Produce So Much More Output per Worker than Others?," NBER Working Papers 6564, National Bureau of Economic Research, Inc.
  8. Nepal, R. & Jamasb, T., 2011. "Reforming the Power Sector in Transition: Do Institutions Matter?," Cambridge Working Papers in Economics 1125, Faculty of Economics, University of Cambridge.
  9. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
  10. Ezcurra, Roberto, 2007. "Is there cross-country convergence in carbon dioxide emissions?," Energy Policy, Elsevier, vol. 35(2), pages 1363-1372, February.
  11. Chang, Ha-Joon, 2011. "Institutions and economic development: theory, policy and history," Journal of Institutional Economics, Cambridge University Press, vol. 7(04), pages 473-498, December.
  12. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C. S. & Jansson, Bengt-Owe & Levin, Simon & Maler, Karl-Goran & Perrings, Charles & Pimentel, David, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 91-95, November.
  13. Racine, Jeffrey S., 2008. "Nonparametric Econometrics: A Primer," Foundations and Trends(R) in Econometrics, now publishers, vol. 3(1), pages 1-88, March.
  14. Komarek, Timothy M. & Lupi, Frank & Kaplowitz, Michael D., 2011. "Valuing energy policy attributes for environmental management: Choice experiment evidence from a research institution," Energy Policy, Elsevier, vol. 39(9), pages 5105-5115, September.
  15. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
  16. Bernauer, Thomas & Koubi, Vally, 2009. "Effects of political institutions on air quality," Ecological Economics, Elsevier, vol. 68(5), pages 1355-1365, March.
  17. Alberto Ansuategi & Charles Perrings, 2000. "Transboundary Externalities in the Environmental Transition Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 17(4), pages 353-373, December.
  18. Congleton, Roger D, 1992. "Political Institutions and Pollution Control," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 412-21, August.
  19. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, 06.
  20. Daron Acemoglu & Simon Johnson & James Robinson & Yunyong Thaicharoen, 2002. "Institutional Causes, Macroeconomic Symptoms: Volatility, Crises and Growth," NBER Working Papers 9124, National Bureau of Economic Research, Inc.
  21. Boettke, Peter & Fink, Alexander, 2011. "Institutions first," MPRA Paper 32093, University Library of Munich, Germany.
  22. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, 09.
  23. Stern , David I., 1998. "Progress on the environmental Kuznets curve?," Environment and Development Economics, Cambridge University Press, vol. 3(02), pages 173-196, May.
  24. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," Journal of Law, Economics and Organization, Oxford University Press, vol. 15(1), pages 222-79, April.
  25. Fredriksson, Per G. & Svensson, Jakob, 2003. "Political instability, corruption and policy formation: the case of environmental policy," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1383-1405, August.
  26. Rose, Adam, 1990. "Reducing conflict in global warming policy : The potential of equity as a unifying principle," Energy Policy, Elsevier, vol. 18(10), pages 927-935, December.
  27. Libman, Alexander, 2013. "Natural resources and sub-national economic performance: Does sub-national democracy matter?," Energy Economics, Elsevier, vol. 37(C), pages 82-99.
  28. John List & Per Fredriksson & Richard Damania, 2003. "Trade liberalization, corruption, and environmental policy formation: theory and evidence," Natural Field Experiments 00503, The Field Experiments Website.
  29. Bhattarai, Madhusudan & Hammig, Michael, 2001. "Institutions and the Environmental Kuznets Curve for Deforestation: A Crosscountry Analysis for Latin America, Africa and Asia," World Development, Elsevier, vol. 29(6), pages 995-1010, June.
  30. Carrie B. Kerekes, 2011. "Property Rights and Environmental Quality: A Cross-Country Study," Cato Journal, Cato Journal, Cato Institute, vol. 31(2), pages 315-338, Spring/Su.
  31. repec:ebl:ecbull:v:3:y:2007:i:62:p:1-6 is not listed on IDEAS
  32. Peter Hall & Jeff Racine & Qi Li, 2004. "Cross-Validation and the Estimation of Conditional Probability Densities," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 1015-1026, December.
  33. Cavlovic, Therese A. & Baker, Kenneth H. & Berrens, Robert P. & Gawande, Kishore, 2000. "A Meta-Analysis Of Environmental Kuznets Curve Studies," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 29(1), April.
  34. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
  35. Abdala, Manuel A., 2008. "Governance of competitive transmission investment in weak institutional systems," Energy Economics, Elsevier, vol. 30(4), pages 1306-1320, July.
  36. Stefan Sperlich, 2009. "A note on non-parametric estimation with predicted variables," Econometrics Journal, Royal Economic Society, vol. 12(2), pages 382-395, 07.
  37. Baumol, William J, 1990. "Entrepreneurship: Productive, Unproductive, and Destructive," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 893-921, October.
  38. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 1999. "Governance matters," Policy Research Working Paper Series 2196, The World Bank.
  39. William Easterly & Ross Levine, 2002. "Tropics, Germs, and Crops: How Endowments Influence Economic Development," NBER Working Papers 9106, National Bureau of Economic Research, Inc.
  40. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
  41. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, number 8355, 01-2013.
  42. Daron Acemoglu & Simon Johnson & James A. Robinson, 2000. "The Colonial Origins of Comparative Development: An Empirical Investigation," NBER Working Papers 7771, National Bureau of Economic Research, Inc.
  43. Rentz, Henning, 1998. "Joint implementation and the question of `additionality'--a proposal for a pragmatic approach to identify possible joint implementation projects," Energy Policy, Elsevier, vol. 26(4), pages 275-279, March.
  44. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
  45. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, Oxford University Press, vol. 110(2), pages 353-377.
  46. Panayotou, Theodore, 1997. "Demystifying the environmental Kuznets curve: turning a black box into a policy tool," Environment and Development Economics, Cambridge University Press, vol. 2(04), pages 465-484, November.
  47. Kaufmann, Robert K. & Davidsdottir, Brynhildur & Garnham, Sophie & Pauly, Peter, 1998. "The determinants of atmospheric SO2 concentrations: reconsidering the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 25(2), pages 209-220, May.
  48. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
  49. Matsuo, Naoki, 1998. "Key elements related to the emissions trading for the Kyoto protocol," Energy Policy, Elsevier, vol. 26(3), pages 263-273, February.
  50. Bulte, Erwin H. & van Soest, Daan P., 2001. "Environmental degradation in developing countries: households and the (reverse) Environmental Kuznets Curve," Journal of Development Economics, Elsevier, vol. 65(1), pages 225-235, June.
  51. Huynh, Kim P. & Jacho-Chávez, David T., 2009. "Growth and governance: A nonparametric analysis," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 121-143, March.
  52. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
  53. P Ekins, 1997. "The Kuznets Curve for the Environment and Economic Growth: Examining the Evidence," Environment and Planning A, SAGE Publishing, vol. 29(5), pages 805-830, May.
  54. 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.
  55. Stern, David I., 2002. "Explaining changes in global sulfur emissions: an econometric decomposition approach," Ecological Economics, Elsevier, vol. 42(1-2), pages 201-220, August.
  56. Kim Huynh & David Jacho-Chavez, 2007. "Conditional density estimation: an application to the Ecuadorian manufacturing sector," Economics Bulletin, AccessEcon, vol. 3(62), pages 1-6.
  57. Tol, Richard S. J., 2002. "Welfare specifications and optimal control of climate change: an application of fund," Energy Economics, Elsevier, vol. 24(4), pages 367-376, July.
  58. Culas, Richard J., 2007. "Deforestation and the environmental Kuznets curve: An institutional perspective," Ecological Economics, Elsevier, vol. 61(2-3), pages 429-437, March.
  59. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 110(3), pages 681-712.
  60. Cole, Matthew A., 2007. "Corruption, income and the environment: An empirical analysis," Ecological Economics, Elsevier, vol. 62(3-4), pages 637-647, May.
  61. Bhattarai, Madhusudan & Hammig, Michael, 2004. "Governance, economic policy, and the environmental Kuznets curve for natural tropical forests," Environment and Development Economics, Cambridge University Press, vol. 9(03), pages 367-382, July.
  62. P Ekins, 1997. "The Kuznets curve for the environment and economic growth: examining the evidence," Environment and Planning A, Pion Ltd, London, vol. 29(5), pages 805-830, May.
  63. Jeffrey Racine, 2008. "Nonparametric econometrics: a primer (in Russian)," Quantile, Quantile, issue 4, pages 7-56, March.
  64. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross-Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
  65. Kuheli Dutt, 2009. "Governance, institutions and the environment-income relationship: a cross-country study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 11(4), pages 705-723, August.
  66. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 1998. "Is Free Trade Good for the Environment?," NBER Working Papers 6707, National Bureau of Economic Research, Inc.
  67. repec:cdl:ucsbec:11-99 is not listed on IDEAS
  68. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
  69. Karimu, Amin & Brännlund, Runar, 2013. "Functional form and aggregate energy demand elasticities: A nonparametric panel approach for 17 OECD countries," Energy Economics, Elsevier, vol. 36(C), pages 19-27.
  70. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 2002. "Governance matters II - updated indicators for 2000-01," Policy Research Working Paper Series 2772, The World Bank.
  71. Racine, Jeff, 1997. "Consistent Significance Testing for Nonparametric Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 369-78, July.
  72. Deacon, Robert, 1999. "The Political Economy of Environment-Development Relationships: A Preliminary Framework," University of California at Santa Barbara, Economics Working Paper Series qt8h33b5c0, Department of Economics, UC Santa Barbara.
  73. Bhattacharya, Haimanti & Lueck, Dean, 2009. "The role of property rights in determining the environmental quality-income relationship," Ecological Economics, Elsevier, vol. 68(10), pages 2511-2524, August.
  74. Dollar, David & Kraay, Aart, 2003. "Institutions, trade, and growth," Journal of Monetary Economics, Elsevier, vol. 50(1), pages 133-162, January.
  75. Tol, Richard S. J., 1998. "Short-term decisions under long-term uncertainty," Energy Economics, Elsevier, vol. 20(5-6), pages 557-569, December.
  76. LaBelle, Michael, 2012. "Constructing post-carbon institutions: Assessing EU carbon reduction efforts through an institutional risk governance approach," Energy Policy, Elsevier, vol. 40(C), pages 390-403.
  77. Jeffery Racine & Jeffrey Hart & Qi Li, 2006. "Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 523-544.
  78. Adam Przeworski & Fernando Limongi, 1993. "Political Regimes and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 7(3), pages 51-69, Summer.
  79. Tol, Richard S. J., 2009. "The Feasibility of Low Concentration Targets: An Application of FUND," Papers WP285, Economic and Social Research Institute (ESRI).
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