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Let the data speak: semiparametric evidence on the environmental Kuznets curve in Africa

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Abstract

This paper revisits the environmental Kuznets curve hypothesis and applies a flexible semi-parametric panel fixed effects technique to identify the true shape of the income-pollution relationship for a sample of 49 African countries for the period 1990–2010. Compared with standard panel data techniques which yields different conclusions, the former show that the income-pollution nexus is non-monotonically increasing and decreasing for \(\hbox {CO}_2\) and \(\hbox {PM}_{10}\) emissions respectively. Hence, the effect of economic growth differs with each atmospheric pollutants and is not sufficient for improving environmental quality. There is need for policies that emphasizes sustainable economic growth and the use of cleaner energy sources.

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  1. Available at http://www.eia.gov/cfapps/ipdbproject/IEDIndex3.cfm.

References

  • Arrow, K., Bolin, B., Constanza, R., Dasgupta, P., Folke, C., Holling, C.S., Levin, B.O., Maler, S., Perrings, K.G., Pimentel, D.: Economic growth, carrying capacity, and the environment. Ecol. Econ. 15, 91–95 (1995)

    Article  Google Scholar 

  • Azomahou, T., Laisney, F., Van Nguyen, P.: Economic development and \(\text{ CO }_2\) emissions: a nonparametric panel approach. J. Publ. Econ. 90(6–7), 1347–1363 (2006). doi:10.1016/j.jpubeco.2005.09.005

    Article  Google Scholar 

  • Baltagi, B.H., Li, D.: Series estimation of partially linear panel data models with fixed effects. Ann. Econ. Finance 3, 103–116 (2002)

    Google Scholar 

  • Beckerman, W.: Economic growth and the environment: whose growth? Whose environment? World Dev. 20, 481–496 (1992)

    Article  Google Scholar 

  • Bertinelli, L., Strobl, E.: The environmental Kuznets curve semi-parametrically revisited. Econ. Lett. 88(3), 350–357 (2005). doi:10.1016/j.econlet.2005.03.004

    Article  Google Scholar 

  • Chen, L., Chen, S.: The estimation of environmental Kuznets curve in China: nonparametric panel approach. Comput. Econ. 46(3), 405–420 (2015). doi:10.1007/s10614-015-9486-7

    Article  Google Scholar 

  • Dietz, T., Rosa, E.A.: Effects of population and affluence on \(\text{ CO }_2\) emissions. Proc. Nat. Acad. Sci. 94, 175–179 (1997)

    Article  Google Scholar 

  • Dinda, S.: Environmental Kuznets curve hypothesis: a survey. Ecol. Econ. 49(4), 431–455 (2004). doi:10.1016/j.ecolecon.2004.02.011

    Article  Google Scholar 

  • Ehrlich, P., Holdren, J.: Impact of population growth. Science 171, 1212–1217 (1971)

    Article  Google Scholar 

  • Galeotti, M.: Economic growth and the quality of the environment: taking stock. Environ. Dev. Sustain. 9(4), 427–454 (2007). doi:10.1007/s10668-006-9030-y

    Article  Google Scholar 

  • Grossman, G., Krueger, A.: Environmental impacts of a North American free trade agreement, nBER Working Paper No. 3914, National Bureau of Economic Research (1991)

  • Kaika, D., Zervas, E.: The environmental Kuznets curve (EKC) theory—part A: concept, causes and the \(\text{ CO }_2\) emissions case. Energy Policy 62, 1392–1402 (2013). doi:10.1016/j.enpol.2013.07.131

    Article  Google Scholar 

  • Kaika, D., Zervas, E.: The environmental Kuznets curve (EKC) theory—part B: critical issues. Energy Policy 62, 1403–1411 (2013). doi:10.1016/j.enpol.2013.07.130

    Article  Google Scholar 

  • Karagulian, F., Belis, C.A., Dora, C.F.C., Prüss-Ustün, A.M., Bonjour, S., Adair-Rohani, H., Amann, M.: Contributions to cities’ ambient particulate matter (PM): a systematic review of local source contributions at global level. Atmos. Environ. 120, 475–483 (2015)

    Article  Google Scholar 

  • Kim, K.H.: Inference of the environmental Kuznets curve. Appl. Econ. Lett. 20(2), 119–122 (2013). doi:10.1080/13504851.2012.683163

    Article  Google Scholar 

  • Luzzati, T., Orsini, M.: Investigating the energy-environmental Kuznets curve. Energy 34(3), 291–300 (2009). doi:10.1016/j.energy.2008.07.006

    Article  Google Scholar 

  • Magee, L.: Nonlocal behaviour in polynomial regressions. Am. Stat. 52(1), 20–22 (1998)

    Google Scholar 

  • Nigatu, G.: The level of pollution and the economic growth factor: a nonparametric approach to environmental Kuznets curve. J. Quant. Econ. 13(1), 147–159 (2015). doi:10.1007/s40953-015-0009-0

    Article  Google Scholar 

  • Ogundipe, A., Alege, P., Ogundipe, O.: Income heterogeneity and the environmental Kuznets curve in Africa, munich Personal RePEc Archive Paper No. 55822. http://mpra.ub.uni-muenchen.de/55822/ (2014)

  • Orubu, C.O., Omotor, D.G.: Environmental quality and economic growth: searching for environmental Kuznets curves for air and water pollutants in Africa. Energy Policy 39(7), 4178–4188 (2011). doi:10.1016/j.enpol.2011.04.025

    Article  Google Scholar 

  • Osabuohien, E.S., Efobi, U.R., Gitau, C.M.W.: Beyond the environmental Kuznets curve in Africa: evidence from panel cointegration. J. Environ. Policy Plan. 16, 517–538 (2014). doi:10.1080/1523908X.2013.867802

    Article  Google Scholar 

  • Taskim, F., Zaim, O.: Searching for a Kuznets curve for environmental efficiency using kernel estimation. Econ. Lett. 68(2), 217–223 (2000)

    Article  Google Scholar 

  • Van Nguyen, P., Azomahou, T.: Nonlinearities and heterogeneity in environmental quality: an empirical analysis of deforestation. J. Dev. Econ. 84(1), 291–309 (2007). doi:10.1016/j.jdeveco.2005.10.004

    Article  Google Scholar 

  • Vollebergh, H.R.J., Dijkgraaf, E., Melenberg, B.: Environmental Kuznets curve for \(\text{ CO }_2\): heterogeneity versus homogeneity, centER Discussion Paper No. 2005-25, Tilburg University (2005)

  • Wang, Y., Han, R., Kubota, J.: Is there an environmental Kuznets curve for \(\text{ SO }_2\) emissions? A semi-parametric panel data analysis for China. Renew. Sustain. Energy Rev. 54, 1182–1188 (2016). doi:10.1016/j.rser.2015.10.143

    Article  Google Scholar 

  • Yaduma, N., Kortelainen, M., Wossink, A.: The environmental Kuznets curve at different levels of economic development: a counterfactual quantile regression analysis for \(\text{ CO }_2\) emissions. J. Environ. Econ. Policy 4(3), 278–303 (2015). doi:10.1080/21606544.2015.1004118

    Article  Google Scholar 

  • Yatchew, A.: Nonparametric regression techniques in economics. J. Econ. Lit. 36, 669–721 (1998)

    Google Scholar 

  • York, R., Rosa, E.A., Dietz, T.: STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts. Ecol. Econ. 46, 351–365 (2003)

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Economics, University of Uyo, P.M.B. 1017, Uyo, Akwa Ibom, Nigeria

    Ekpeno L. Effiong & Alex O. Iriabije

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  1. Ekpeno L. Effiong
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  2. Alex O. Iriabije
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Correspondence to Ekpeno L. Effiong.

Appendix

Appendix

See Table 4.

Table 4 List of countries
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Effiong, E.L., Iriabije, A.O. Let the data speak: semiparametric evidence on the environmental Kuznets curve in Africa. Qual Quant 52, 771–782 (2018). https://doi.org/10.1007/s11135-017-0487-6

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  • DOI: https://doi.org/10.1007/s11135-017-0487-6

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