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A conditional full frontier modelling for analyzing environmental efficiency and economic growth

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  • Halkos, George
  • Tzeremes, Nickolaos

Abstract

By applying conditional and unconditional data envelopment analysis (DEA) models along side with statistical inference using bootstrap techniques; this paper investigates the link between China’s carbon dioxide emissions (CO2) environmental efficiency and its economic growth (measured in GNI per capita) for the time period of 1965 to 2009. The results reveal that China’s changing consumption patterns has caused emissions levels to increase dramatically the last two decades providing clear evidence of a negative effect of China’s GNI per capita increase on its environmental efficiency.

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Bibliographic Info

Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 32839.

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Date of creation: 2011
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Handle: RePEc:pra:mprapa:32839

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Keywords: Environmental efficiency; Economic growth; Carbon dioxide emissions; China; Data envelopment analysis; Conditional efficiency; Bootstrap procedures;

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  1. Andr�s J Picazo-Tadeo & Andr�s Garc�a-Reche, 2007. "What makes environmental performance differ between firms? Empirical evidence from the Spanish tile industry," Environment and Planning A, Pion Ltd, London, vol. 39(9), pages 2232-2247, September.
  2. Dyckhoff, H. & Allen, K., 2001. "Measuring ecological efficiency with data envelopment analysis (DEA)," European Journal of Operational Research, Elsevier, vol. 132(2), pages 312-325, July.
  3. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
  4. Verstraete, Juan M., 1976. "An estimate of the capital stock for the Belgian industrial sector," European Economic Review, Elsevier, vol. 8(1), pages 33-49, June.
  5. Zofio, Jose L. & Prieto, Angel M., 2001. "Environmental efficiency and regulatory standards: the case of CO2 emissions from OECD industries," Resource and Energy Economics, Elsevier, vol. 23(1), pages 63-83, January.
  6. Gawande, Kishore & Berrens, Robert P. & Bohara, Alok K., 2001. "A consumption-based theory of the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 37(1), pages 101-112, April.
  7. Kellenberg, Derek K., 2008. "A reexamination of the role of income for the trade and environment debate," Ecological Economics, Elsevier, vol. 68(1-2), pages 106-115, December.
  8. Rothman, Dale S., 1998. "Environmental Kuznets curves--real progress or passing the buck?: A case for consumption-based approaches," Ecological Economics, Elsevier, vol. 25(2), pages 177-194, May.
  9. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
  10. 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, vol. 27(2), pages 147-162, September.
  11. Robert T. Deacon & Catherine S. Norman, 2006. "Does the Environmental Kuznets Curve Describe How Individual Countries Behave?," Land Economics, University of Wisconsin Press, vol. 82(2), pages 291-315.
  12. Luiza Badin & Cinzia Daraio & Léopold Simar, 2008. "Optimal Bandwidth Selection for Conditional Efficiency Measures: a Data-driven Approach," LEM Papers Series 2008/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  13. Beckerman, Wilfred, 1992. "Economic growth and the environment: Whose growth? whose environment?," World Development, Elsevier, vol. 20(4), pages 481-496, April.
  14. George Emm Halkos & Nickolaos Tzeremes, 2009. "Electricity Generation and Economic Efficiency: Panel Data Evidence from World and East Asian Countries," Global Economic Review, Taylor & Francis Journals, vol. 38(3), pages 251-263.
  15. Sabuj Kumar Mandal & S Madheswaran, 2009. "Environmental Efficiency of the Indian Cement Industry: An Interstate Analysis," Working Papers 227, Institute for Social and Economic Change, Bangalore.
  16. Florenz Plassmann & Neha Khanna, 2006. "Preferences, Technology, and the Environment: Understanding the Environmental Kuznets Curve Hypothesis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 632-643.
  17. Managi, Shunsuke, 2006. "Are there increasing returns to pollution abatement? Empirical analytics of the Environmental Kuznets Curve in pesticides," Ecological Economics, Elsevier, vol. 58(3), pages 617-636, June.
  18. Epstein, L. & Denny, M., 1980. "Endogenous capital utilization in a short-run production model : Theory and an empiral application," Journal of Econometrics, Elsevier, vol. 12(2), pages 189-207, February.
  19. Song, Tao & Zheng, Tingguo & Tong, Lianjun, 2008. "An empirical test of the environmental Kuznets curve in China: A panel cointegration approach," China Economic Review, Elsevier, vol. 19(3), pages 381-392, September.
  20. K. De Witte & M. Verschelde, 2010. "Estimating and explaining efficiency in a multilevel setting: A robust two-stage approach," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 10/657, Ghent University, Faculty of Economics and Business Administration.
  21. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  22. Yanrui Wu, 2004. "Openness, productivity and growth in the APEC economies," Empirical Economics, Springer, vol. 29(3), pages 593-604, 09.
  23. Zhang, Xing-Ping & Cheng, Xiao-Mei & Yuan, Jia-Hai & Gao, Xiao-Jun, 2011. "Total-factor energy efficiency in developing countries," Energy Policy, Elsevier, vol. 39(2), pages 644-650, February.
  24. Førsund, Finn R. & Sarafoglou, Nikias, 2003. "The Tale of two Research Communities: The Diffusion of Research on Productive Efficiency," Memorandum 08/2003, Oslo University, Department of Economics.
  25. Ding Lu, 2005. "Responses to Globalization from a Big Transition Economy: The Case of China," Global Economic Review, Taylor & Francis Journals, vol. 34(4), pages 435-452.
  26. Yaguchi, Yue & Sonobe, Tetsushi & Otsuka, Keijiro, 2007. "Beyond the Environmental Kuznets Curve: a comparative study of SO2 and CO2 emissions between Japan and China," Environment and Development Economics, Cambridge University Press, vol. 12(03), pages 445-470, June.
  27. 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.
  28. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
  29. Forsund,F.R. & Sarafoglou,N., 2000. "On the origins of data envelopment analysis," Memorandum 24/2000, Oslo University, Department of Economics.
  30. George Emm. Halkos & Nickolaos G. Tzeremes, 2007. "International Competitiveness in the ICT Industry: Evaluating the Performance of the Top 50 Companies," Global Economic Review, Taylor & Francis Journals, vol. 36(2), pages 167-182.
  31. Gene M. Grossman & Alan B. Krueger, 1994. "Economic Growth and the Environment," NBER Working Papers 4634, National Bureau of Economic Research, Inc.
  32. Leopold Simar & Paul Wilson, 2000. "A general methodology for bootstrapping in non-parametric frontier models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
  33. Halkos, George Emm. & Tzeremes, Nickolaos G., 2009. "Exploring the existence of Kuznets curve in countries' environmental efficiency using DEA window analysis," Ecological Economics, Elsevier, vol. 68(7), pages 2168-2176, May.
  34. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
  35. Tristen Hayfield & Jeffrey S. Racine, . "Nonparametric Econometrics: The np Package," Journal of Statistical Software, American Statistical Association, vol. 27(i05).
  36. Stern , David I., 1998. "Progress on the environmental Kuznets curve?," Environment and Development Economics, Cambridge University Press, vol. 3(02), pages 173-196, May.
  37. George Emm Halkos & Nickolaos Tzeremes, 2010. "Corruption and Economic Efficiency: Panel Data Evidence," Global Economic Review, Taylor & Francis Journals, vol. 39(4), pages 441-454.
  38. Shen, Junyi, 2006. "A simultaneous estimation of Environmental Kuznets Curve: Evidence from China," China Economic Review, Elsevier, vol. 17(4), pages 383-394.
  39. James Andreoni & Arik Levinson, 1998. "The Simple Analytics of the Environmental Kuznets Curve," NBER Working Papers 6739, National Bureau of Economic Research, Inc.
  40. Ansuategui Cobo, José Alberto & Perrings, Charles, 1999. "Transboundary Externalities in the Environmental Transition Hypothesis," BILTOKI 1999-05, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
  41. George Halkos & Nickolaos Tzeremes, 2008. "Does the Home Country's National Culture Affect MNCs' Performance? Empirical Evidence of the World's Top 100 East-West Non-financial MNCs," Global Economic Review, Taylor & Francis Journals, vol. 37(4), pages 405-427.
  42. Fare, Rolf, et al, 1989. "Multilateral Productivity Comparisons When Some Outputs Are Undesirable: A Nonparametric Approach," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 90-98, February.
  43. 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.
  44. 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.
  45. Peter Fontein & Geert Thijssen & Jan Magnus & Jan Dijk, 1994. "On levies to reduce the nitrogen surplus: The case of Dutch pig farms," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 4(5), pages 455-478, October.
  46. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
  47. Cinzia Daraio & Léopold Simar, 2005. "Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach," Journal of Productivity Analysis, Springer, vol. 24(1), pages 93-121, 09.
  48. Holtz-Eakin, Douglas & Selden, Thomas M., 1995. "Stoking the fires? CO2 emissions and economic growth," Journal of Public Economics, Elsevier, vol. 57(1), pages 85-101, May.
  49. Sung-han Kim, 2001. "Environment-security nexus in northeast Asia," Global Economic Review, Taylor & Francis Journals, vol. 30(1), pages 3-23.
  50. 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.
  51. Tsolas, Ioannis E., 2011. "Performance assessment of mining operations using nonparametric production analysis: A bootstrapping approach in DEA," Resources Policy, Elsevier, vol. 36(2), pages 159-167, June.
  52. 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.
  53. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
  54. Zaim, Osman, 2004. "Measuring environmental performance of state manufacturing through changes in pollution intensities: a DEA framework," Ecological Economics, Elsevier, vol. 48(1), pages 37-47, January.
  55. Fontein, P.F. & Thijssen, G.J. & Magnus, J.R. & Dijk, J., 1994. "On levies to reduce the nitrogen surplus: The case of Dutch pig farms," Open Access publications from Tilburg University urn:nbn:nl:ui:12-153234, Tilburg University.
  56. Feldstein, Martin S & Foot, David K, 1971. "The Other Half of Gross Investment: Replacement and Modernization Expenditures," The Review of Economics and Statistics, MIT Press, vol. 53(1), pages 49-58, February.
  57. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
  58. Fare, Rolf & Grosskopf, Shawna & Tyteca, Daniel, 1996. "An activity analysis model of the environmental performance of firms--application to fossil-fuel-fired electric utilities," Ecological Economics, Elsevier, vol. 18(2), pages 161-175, August.
  59. Tsuzuki, Yoshiaki, 2008. "Relationships between water pollutant discharges per capita (PDCs) and indicators of economic level, water supply and sanitation in developing countries," Ecological Economics, Elsevier, vol. 68(1-2), pages 273-287, December.
  60. Cinzia Daraio & Leopold Simar, 2005. "Conditional Nonparametric Frontier Models for Convex and Non Convex Technologies: a Unifying Approach," LEM Papers Series 2005/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  61. Atakelty Hailu & Terrence S. Veeman, 2001. "Non-parametric Productivity Analysis with Undesirable Outputs: An Application to the Canadian Pulp and Paper Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 605-616.
  62. repec:ebl:ecbull:v:17:y:2006:i:1:p:1-7 is not listed on IDEAS
  63. Korhonen, Pekka J. & Luptacik, Mikulas, 2004. "Eco-efficiency analysis of power plants: An extension of data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 154(2), pages 437-446, April.
  64. Taskin, Fatma & Zaim, Osman, 2001. "The role of international trade on environmental efficiency: a DEA approach," Economic Modelling, Elsevier, vol. 18(1), pages 1-17, January.
  65. 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.
  66. Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
  67. Russell W. Pittman, 1981. "Issue in Pollution Control: Interplant Cost Differences and Economies of Scale," Land Economics, University of Wisconsin Press, vol. 57(1), pages 1-17.
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