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Environmental Kuznets curve for local and global pollutants: application of GMM and random coefficient panel data models

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  • Devleena Chakravarty

    (Indian Institute of Technology Madras)

  • Sabuj Kumar Mandal

    (Indian Institute of Technology Madras)

Abstract

The objective of the study is to test the empirical validity of the environmental Kuznets curve hypothesis—an inverted U shape relationship between economic growth measured by GDP and environmental damage from the global pollutant, carbon dioxide (CO2) and the local pollutant, sulphur dioxide (SO2) emissions. We use a sample of 57 economies for CO2 and 63 economies for SO2 for the period 1992–2011. The study uses dynamic panel data model (GMM approach) to address the dynamism in the emission level and endogeneity of income, if any. We also use the random coefficient model (RCM) to test the validity of the assumption that all the economies in a sample travel the same growth path. Our results differ from the findings of the previous studies. Results of our dynamic panel model show evidence supporting EKC hypothesis in case of CO2 for both developing and developed economies. For the local pollutant, SO2 emission, a monotonically decreasing relationship with income is found in the context of developed economies, but insignificant impact of income is found for developing economies. Results pertaining to the RCM show that income and its square have insignificant impact on both local and global pollutant and therefore do not support the EKC hypothesis for both developing and developed economies.

Suggested Citation

  • Devleena Chakravarty & Sabuj Kumar Mandal, 2019. "Environmental Kuznets curve for local and global pollutants: application of GMM and random coefficient panel data models," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 21(2), pages 212-233, December.
    • Handle: RePEc:spr:jsecdv:v:21:y:2019:i:2:d:10.1007_s40847-019-00081-1
    DOI: 10.1007/s40847-019-00081-1
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    1. de Bruyn, S. M. & van den Bergh, J. C. J. M. & Opschoor, J. B., 1998. "Economic growth and emissions: reconsidering the empirical basis of environmental Kuznets curves," Ecological Economics, Elsevier, vol. 25(2), pages 161-175, May.
    2. Fabien Prieur, 2009. "The environmental Kuznets curve in a world of irreversibility," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 40(1), pages 57-90, July.
    3. Anjum, Zeba & Burke, Paul J. & Gerlagh, Reyer & Stern, David I., 2014. "Rethinking the Emissions-Income Relationship in Terms of Growth Rates," 2014 Conference (58th), February 4-7, 2014, Port Macquarie, Australia 165876, Australian Agricultural and Resource Economics Society.
    4. Lee, Chien-Chiang & Lee, Jun-De, 2009. "Income and CO2 emissions: Evidence from panel unit root and cointegration tests," Energy Policy, Elsevier, vol. 37(2), pages 413-423, February.
    5. 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(4), pages 581-601, October.
    6. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2010. "CO2 emissions, energy consumption and economic growth in BRIC countries," Energy Policy, Elsevier, vol. 38(12), pages 7850-7860, December.
    7. William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. Shen, Junyi, 2006. "A simultaneous estimation of Environmental Kuznets Curve: Evidence from China," China Economic Review, Elsevier, vol. 17(4), pages 383-394.
    10. Stern, David I. & Common, Michael S., 2001. "Is There an Environmental Kuznets Curve for Sulfur?," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 162-178, March.
    11. Caviglia-Harris, Jill L. & Chambers, Dustin & Kahn, James R., 2009. "Taking the "U" out of Kuznets: A comprehensive analysis of the EKC and environmental degradation," Ecological Economics, Elsevier, vol. 68(4), pages 1149-1159, February.
    12. Iwata, Hiroki & Okada, Keisuke & Samreth, Sovannroeun, 2011. "A note on the environmental Kuznets curve for CO2: A pooled mean group approach," Applied Energy, Elsevier, vol. 88(5), pages 1986-1996, May.
    13. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    14. Daniel L. Millimet & John A. List & Thanasis Stengos, 2003. "The Environmental Kuznets Curve: Real Progress or Misspecified Models?," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1038-1047, November.
    15. Harris, Richard D. F. & Tzavalis, Elias, 1999. "Inference for unit roots in dynamic panels where the time dimension is fixed," Journal of Econometrics, Elsevier, vol. 91(2), pages 201-226, August.
    16. List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
    17. Sharma, Susan Sunila, 2011. "Determinants of carbon dioxide emissions: Empirical evidence from 69 countries," Applied Energy, Elsevier, vol. 88(1), pages 376-382, January.
    18. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    19. 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.
    20. Lee, Jung Wan, 2013. "The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth," Energy Policy, Elsevier, vol. 55(C), pages 483-489.
    21. Munasinghe, Mohan, 1999. "Is environmental degradation an inevitable consequence of economic growth: tunneling through the environmental Kuznets curve," Ecological Economics, Elsevier, vol. 29(1), pages 89-109, April.
    22. 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.
    23. 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.
    24. Elbert Dijkgraaf & Herman Vollebergh, 2005. "A Test for Parameter Homogeneity in CO 2 Panel EKC Estimations," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 32(2), pages 229-239, October.
    25. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    26. Omri, Anis & Nguyen, Duc Khuong & Rault, Christophe, 2014. "Causal interactions between CO2 emissions, FDI, and economic growth: Evidence from dynamic simultaneous-equation models," Economic Modelling, Elsevier, vol. 42(C), pages 382-389.
    27. 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(4), pages 465-484, November.
    28. Galeotti, Marzio & Lanza, Alessandro & Pauli, Francesco, 2006. "Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise," Ecological Economics, Elsevier, vol. 57(1), pages 152-163, April.
    29. Terciane Sabadini Carvalho & Eduardo Almeida, 2011. "The Globalenvironmental Kuznets Curve And The Kyoto Protocol," Anais do XXXVII Encontro Nacional de Economia [Proceedings of the 37th Brazilian Economics Meeting] 183, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    30. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    31. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    32. Agras, Jean & Chapman, Duane, 1999. "A dynamic approach to the Environmental Kuznets Curve hypothesis," Ecological Economics, Elsevier, vol. 28(2), pages 267-277, February.
    33. repec:ipg:wpaper:2014-542 is not listed on IDEAS
    34. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    35. Coondoo, Dipankor & Dinda, Soumyananda, 2002. "Causality between income and emission: a country group-specific econometric analysis," Ecological Economics, Elsevier, vol. 40(3), pages 351-367, March.
    36. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    37. Hua Wang & Yanhong Jin, 2007. "Industrial Ownership and Environmental Performance: Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 36(3), pages 255-273, March.
    38. 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.
    39. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    40. Chien-Chiang Lee & Yi-Bin Chiu & Chia-Hung Sun, 2009. "Does One Size Fit All? A Reexamination of the Environmental Kuznets Curve Using the Dynamic Panel Data Approach," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 31(4), pages 751-778.
    41. Cherniwchan, Jevan, 2012. "Economic growth, industrialization, and the environment," Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
    42. Stern, David I. & Common, Michael S. & Barbier, Edward B., 1996. "Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development," World Development, Elsevier, vol. 24(7), pages 1151-1160, July.
    43. Costanza, Robert, 1995. "Economic growth, carrying capacity, and the environment," Ecological Economics, Elsevier, vol. 15(2), pages 89-90, November.
    44. Hiroyuki Taguchi, 2012. "The Environmental Kuznets Curve in Asia: the case of sulphur and carbon emissions," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 19(2), pages 77-92, December.
    45. Shafik, Nemat & Bandyopadhyay, Sushenjit, 1992. "Economic growth and environmental quality : time series and cross-country evidence," Policy Research Working Paper Series 904, The World Bank.
    46. Kahn, Matthew E. & Schwartz, Joel, 2008. "Urban air pollution progress despite sprawl: The "greening" of the vehicle fleet," Journal of Urban Economics, Elsevier, vol. 63(3), pages 775-787, May.
    47. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    48. Liu, Xuemei, 2005. "Explaining the relationship between CO2 emissions and national income--The role of energy consumption," Economics Letters, Elsevier, vol. 87(3), pages 325-328, June.
    49. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    50. A. Kahuthu, 2006. "Economic Growth and Environmental Degradation in a Global Context," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 8(1), pages 55-68, February.
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    More about this item

    Keywords

    Environmental Kuznets curve hypothesis; Local and global pollutant; GMM; Random coefficient model;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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