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N-shaped Environmental Kuznets Curve: A Note on Validation and Falsification

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  • Sinha, Avik
  • Shahbaz, Muhammad
  • Balsalobre, Daniel

Abstract

The empirical testing of Environmental Kuznets Curve (EKC) hypothesis plays a significant role in designing a macroeconomic model for sustainable economic development. In doing so, we have chosen the N-shaped EKC, i.e., cubic specification of EKC, and have shown the validation criteria by checking the first order differentiation of the empirical model(s). Then, we have selected several studies in which these particular validation criteria have not been followed and have shown how the models derived in those studies are falsified. This research note may have a significant implication for studies to be carried out based on the EKC hypothesis by ensuring a certain level of model validation, which is sometimes ignored by researchers.

Suggested Citation

  • Sinha, Avik & Shahbaz, Muhammad & Balsalobre, Daniel, 2018. "N-shaped Environmental Kuznets Curve: A Note on Validation and Falsification," MPRA Paper 99313, University Library of Munich, Germany, revised 16 Mar 2020.
  • Handle: RePEc:pra:mprapa:99313
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    References listed on IDEAS

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    1. Abid, Mehdi, 2016. "Impact of economic, financial, and institutional factors on CO2 emissions: Evidence from Sub-Saharan Africa economies," Utilities Policy, Elsevier, vol. 41(C), pages 85-94.
    2. Shahbaz, Muhammad & Mahalik, Mantu Kumar & Shah, Syed Hasanat & Sato, João Ricardo, 2016. "Time-varying analysis of CO2 emissions, energy consumption, and economic growth nexus: Statistical experience in next 11 countries," Energy Policy, Elsevier, vol. 98(C), pages 33-48.
    3. Muhammad Shahbaz & Smile Dube & Ilhan Ozturk & Abdul Jalil, 2015. "Testing the Environmental Kuznets Curve Hypothesis in Portugal," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 475-481.
    4. 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.
    5. Bagliani, Marco & Bravo, Giangiacomo & Dalmazzone, Silvana, 2008. "A consumption-based approach to environmental Kuznets curves using the ecological footprint indicator," Ecological Economics, Elsevier, vol. 65(3), pages 650-661, April.
    6. Sinha, Avik & Bhattacharya, Joysankar, 2016. "Environmental Kuznets curve estimation for NO2 emission: A case of Indian cities," MPRA Paper 100179, University Library of Munich, Germany, revised 2016.
    7. Shahbaz, Muhammad & Loganathan, Nanthakumar & Muzaffar, Ahmed Taneem & Ahmed, Khalid & Ali Jabran, Muhammad, 2016. "How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 83-93.
    8. Gazi A. Uddin & Khorshed Alam & Jeff Gow, 2016. "Does Ecological Footprint Impede Economic Growth? An Empirical Analysis Based on the Environmental Kuznets Curve Hypothesis," Australian Economic Papers, Wiley Blackwell, vol. 55(3), pages 301-316, September.
    9. Alam, M. Shahid, 2006. "Economic Growth with Energy," MPRA Paper 1260, University Library of Munich, Germany.
    10. Maamar Sebri, 2016. "Testing the environmental Kuznets curve hypothesis for water footprint indicator: a cross-sectional study," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 59(11), pages 1933-1956, November.
    11. 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.
    12. Massimiliano Mazzanti & Anna Montini & Roberto Zoboli, 2008. "Environmental Kuznets Curves for Air Pollutant Emissions in Italy: Evidence from Environmental Accounts (NAMEA) Panel Data," Economic Systems Research, Taylor & Francis Journals, vol. 20(3), pages 277-301.
    13. Onafowora, Olugbenga A. & Owoye, Oluwole, 2014. "Bounds testing approach to analysis of the environment Kuznets curve hypothesis," Energy Economics, Elsevier, vol. 44(C), pages 47-62.
    14. Lipford, Jody W. & Yandle, Bruce, 2010. "Environmental Kuznets curves, carbon emissions, and public choice," Environment and Development Economics, Cambridge University Press, vol. 15(4), pages 417-438, August.
    15. He, Jie & Richard, Patrick, 2010. "Environmental Kuznets curve for CO2 in Canada," Ecological Economics, Elsevier, vol. 69(5), pages 1083-1093, March.
    16. Brajer, Victor & Mead, Robert W. & Xiao, Feng, 2008. "Health benefits of tunneling through the Chinese environmental Kuznets curve (EKC)," Ecological Economics, Elsevier, vol. 66(4), pages 674-686, July.
    17. Roca, Jordi & Alcantara, Vicent, 2001. "Energy intensity, CO2 emissions and the environmental Kuznets curve. The Spanish case," Energy Policy, Elsevier, vol. 29(7), pages 553-556, June.
    18. Brajer, Victor & Mead, Robert W. & Xiao, Feng, 2011. "Searching for an Environmental Kuznets Curve in China's air pollution," China Economic Review, Elsevier, vol. 22(3), pages 383-397, September.
    19. Avik Sinha, 2015. "Modeling Energy Efficiency and Economic Growth: Evidences from India," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 96-104.
    20. Sinha, Avik & Bhattacharya, Joysankar, 2017. "Estimation of environmental Kuznets curve for SO2 emission: A case of Indian cities," MPRA Paper 100009, University Library of Munich, Germany.
    21. 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.
    22. Roberts, J. Timmons & Grimes, Peter E., 1997. "Carbon intensity and economic development 1962-1991: A brief exploration of the environmental Kuznets curve," World Development, Elsevier, vol. 25(2), pages 191-198, February.
    23. Pal, Debdatta & Mitra, Subrata Kumar, 2017. "The environmental Kuznets curve for carbon dioxide in India and China: Growth and pollution at crossroad," Journal of Policy Modeling, Elsevier, vol. 39(2), pages 371-385.
    24. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    25. Shahbaz, Muhammad & Lean, Hooi Hooi & Shabbir, Muhammad Shahbaz, 2012. "Environmental Kuznets Curve hypothesis in Pakistan: Cointegration and Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2947-2953.
    26. Muhammad, Shahbaz & Adebola Solarin, Solarin & Ozturk, Ilhan, 2016. "Environmental Kuznets curve hypothesis and the role of globalization in selected African countries," MPRA Paper 69859, University Library of Munich, Germany, revised 04 Mar 2016.
    27. Sinha, Avik, 2016. "Trilateral association between SO2 / NO2 emission, inequality in energy intensity, and economic growth: A case of Indian cities," MPRA Paper 100010, University Library of Munich, Germany.
    28. AkbostancI, Elif & Türüt-AsIk, Serap & Tunç, G. Ipek, 2009. "The relationship between income and environment in Turkey: Is there an environmental Kuznets curve?," Energy Policy, Elsevier, vol. 37(3), pages 861-867, March.
    29. Moomaw, William R. & Unruh, Gregory C., 1997. "Are environmental Kuznets curves misleading us? The case of CO2 emissions," Environment and Development Economics, Cambridge University Press, vol. 2(4), pages 451-463, November.
    30. Martinez-Zarzoso, Inmaculada & Bengochea-Morancho, Aurelia, 2004. "Pooled mean group estimation of an environmental Kuznets curve for CO2," Economics Letters, Elsevier, vol. 82(1), pages 121-126, January.
    31. Dong, Baomin & Wang, Fei & Guo, Yibei, 2016. "The global EKCs," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 210-221.
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    More about this item

    Keywords

    Environmental Kuznets Curve; Validation; Falsification;
    All these keywords.

    JEL classification:

    • Q5 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics

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