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Environmental Science and Pollution Research

, Volume 25, Issue 29, pp 29387–29396 | Cite as

Analyzing the environmental Kuznets curve for the EU countries: the role of ecological footprint

  • Mehmet Akif DestekEmail author
  • Recep Ulucak
  • Eyup Dogan
Research Article

Abstract

A great majority of the environmental Kuznets curve (EKC) literature use CO2 emissions to proxy for environmental degradation. However, this is an important shortage in application of the EKC concept because environmental degradation cannot be captured by CO2 emissions only. By using a broader proxy, ecological footprint, this study aims to investigate the presence of environmental Kuznets curve hypothesis for the EU countries. The annual data from 1980 to 2013 is examined with second generation panel data methodologies which take into account the cross-sectional dependence among countries. The results show that there is U-shaped relationship between the real income and ecological footprint. In addition, non-renewable energy increases the environmental degradation while renewable energy and trade openness decrease the environmental degradation in the EU countries. Policy implications are further discussed.

Keywords

Ecological footprint Environmental Kuznets curve European countries 

References

  1. Abid M (2017) Does economic, financial and institutional developments matter for environmental quality? A comparative analysis of EU and MEA countries. J Environ Manag 188:183–194.  https://doi.org/10.1016/j.jenvman.2016.12.007 CrossRefGoogle Scholar
  2. Acaravci A, Ozturk I (2010) On the relationship between energy consumption, CO2 emissions and economic growth in Europe. Energy 35(12):5412–5420.  https://doi.org/10.1016/j.energy.2010.07.009 CrossRefGoogle Scholar
  3. Ahmed A, Uddin GS, Sohag K (2016) Biomass energy, technological progress and the environmental Kuznets curve: evidence from selected European countries. Biomass Bioenergy 90:202–208.  https://doi.org/10.1016/j.biombioe.2016.04.004 CrossRefGoogle Scholar
  4. Al-Mulali U, Weng-Wai C, Sheau-Ting L, Mohammed AH (2015) Investigating the environmental Kuznets curve (EKC) hypothesis by utilizing the ecological footprint as an indicator of environmental degradation. Ecol Indic 48:315–323CrossRefGoogle Scholar
  5. Al-mulali U, Solarin SA, Sheau-Ting L, Ozturk I (2016a) Does moving towards renewable energy cause water and land inefficiency? An empirical investigation. Energy Policy 93:303–314.  https://doi.org/10.1016/J.ENPOL.2016.03.023 CrossRefGoogle Scholar
  6. Al-Mulali U, Ozturk I, Solarin SA (2016b) Investigating the environmental Kuznets curve hypothesis in seven regions: the role of renewable energy. Ecol Indic 67:267–282.  https://doi.org/10.1016/j.ecolind.2016.02.059 CrossRefGoogle Scholar
  7. Álvarez-Herránz A, Balsalobre D, Cantos JM, Shahbaz M (2018) Energy innovations-GHG emissions nexus: fresh empirical evidence from OECD countries. Energy Policy 101:90–100CrossRefGoogle Scholar
  8. Apergis N, Ozturk I (2015) Testing environmental Kuznets curve hypothesis in Asian countries. Ecol Indic 52:16–22.  https://doi.org/10.1016/j.ecolind.2014.11.026 CrossRefGoogle Scholar
  9. Arbulú I, Lozano J, Rey-Maquieira J (2015) Tourism and solid waste generation in Europe: a panel data assessment of the environmental Kuznets curve. Waste Manag 46:628–636.  https://doi.org/10.1016/j.wasman.2015.04.014 CrossRefGoogle Scholar
  10. Arrow K, Bolin B, Costanza R, Dasgupta P, Folke C, Holling CS et al (1995) Economic growth. Carrying Capacity, Environ:13–15.  https://doi.org/10.2307/2269539
  11. Aşıcı AA, Acar S (2016) Does income growth relocate ecological footprint? Ecol Indic 61:707–714CrossRefGoogle Scholar
  12. Aslan A, Destek MA, Okumus I (2018) Bootstrap rolling window estimation approach to analysis of the environment Kuznets curve hypothesis: evidence from the USA. Environ Sci Pollut Res 25(3):2402–2408CrossRefGoogle Scholar
  13. Bagliani M, Bravo G, Dalmazzone S (2008) A consumption-based approach to environmental Kuznets curves using the ecological footprint indicator. Ecol Econ 65(3):650–661CrossRefGoogle Scholar
  14. Baldwin, R. (1994). Does sustainability require growth? In I. GOLDIN & L. A. WINTERS (Eds.), The economics of sustainable development (first, pp. 51–78). Cambridge: Cambridge University PressGoogle Scholar
  15. Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy 113:356–367CrossRefGoogle Scholar
  16. Bartelmus, P. (2008). Quantitative eco-nomics: how sustainable are our economies? Quantitative eco-nomics: how sustainable are our economies? Springer NetherlandsGoogle Scholar
  17. Beckerman W (1992) Economic growth and the environment: whose growth? Whose environment? World Dev 20(4):481–496.  https://doi.org/10.1016/0305-750X(92)90038-W CrossRefGoogle Scholar
  18. Bilgili F, Koçak E, Bulut Ü (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited environmental Kuznets curve approach. Renew Sust Energ Rev 54:838–845.  https://doi.org/10.1016/j.rser.2015.10.080 CrossRefGoogle Scholar
  19. Bölük G, Mert M (2014) Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: evidence from a panel of EU (European Union) countries. Energy 74:439–446.  https://doi.org/10.1016/j.energy.2014.07.008 CrossRefGoogle Scholar
  20. Borucke M, Moore D, Cranston G, Gracey K, Iha K, Larson J, Lazarus E, Morales JC, Wackernagel M, Galli A (2013) Accounting for demand and supply of the biosphere’s regenerative capacity: the National Footprint Accounts’ underlying methodology and framework. Ecol Indic 24:518–533CrossRefGoogle Scholar
  21. Breusch TS, Pagan AR (1980) The Lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud 47(1):239–253CrossRefGoogle Scholar
  22. Caviglia-Harris JL, Chambers D, Kahn JR (2009) Taking the ‘U’ out of Kuznets. A comprehensive analysis of the EKC and environmental degradation. Ecol Econ 68(4):1149–1159CrossRefGoogle Scholar
  23. Charfeddine L, Mrabet Z (2017) The impact of economic development and social-political factors on ecological footprint: a panel data analysis for 15 MENA countries. Renew Sust Energ Rev 76:138–154.  https://doi.org/10.1016/j.rser.2017.03.031 CrossRefGoogle Scholar
  24. Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econ 188(2):393–420CrossRefGoogle Scholar
  25. Coondoo D, Dinda S (2008) Carbon dioxide emission and income: a temporal analysis of cross-country distributional patterns. Ecol Econ 65(2):375–385.  https://doi.org/10.1016/j.ecolecon.2007.07.001 CrossRefGoogle Scholar
  26. Costanza R (2000) The dynamics of the ecological footprint concept. Ecol Econ 32:341–345 Retrieved from www.elsevier.com/locate/ecolecon CrossRefGoogle Scholar
  27. Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecol Econ 49(4):431–455.  https://doi.org/10.1016/j.ecolecon.2004.02.011 CrossRefGoogle Scholar
  28. Dogan E, Seker F (2016) Determinants of CO2 emissions in the European Union: the role of renewable and non-renewable energy. Renew Energy 94:429–439.  https://doi.org/10.1016/j.renene.2016.03.078 CrossRefGoogle Scholar
  29. Donfouet, H. P. P., Jeanty, P. W., & Malin, E. (2013). A spatial dynamic panel analysis of the environmental Kuznets curve in European countries (no. WP 2013-18). Retrieved from http://crem.univ-rennes1.fr/wp/2013/201318.pdf
  30. El Montasser G, Ajmi AN, Nguyen DK (2018) Carbon emissions- income relationships with structural breaks: the case of the Middle Eastern and North African countries. Environ Sci Pollut Res:1–10Google Scholar
  31. EU (2018). Environment, https://europa.eu/european-union/topics/environment_en (date accessed 19.03.2018)
  32. Fan Y, Liu L-C, Wu G, Wei Y-M (2006) Analyzing impact factors of CO2 emissions using the STIRPAT model. Environ Impact Assess Rev 26(4):377–395.  https://doi.org/10.1016/j.eiar.2005.11.007 CrossRefGoogle Scholar
  33. Grossman GM, Krueger AB (1991) Environmental impacts of a North American free trade agreement. National Bureau Economic Res Working Paper Series, No 3914(3914):1–57.  https://doi.org/10.3386/w3914 CrossRefGoogle Scholar
  34. Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377.  https://doi.org/10.2307/2118443 CrossRefGoogle Scholar
  35. Hao Y, Liu Y, Weng J-H, Gao Y (2016) Does the environmental Kuznets curve for coal consumption in China exist? New evidence from spatial econometric analysis. Energy 114:1214–1223.  https://doi.org/10.1016/j.energy.2016.08.075 CrossRefGoogle Scholar
  36. Hervieux M-S, Darné O (2015) Environmental Kuznets curve and ecological footprint: a time series analysis. Econ Bull 35(1):814–826Google Scholar
  37. Holm S-O, Englund G (2009) Increased ecoefficiency and gross rebound effect: evidence from USA and six European countries 1960–2002. Ecol Econ 68(3):879–887.  https://doi.org/10.1016/j.ecolecon.2008.07.006 CrossRefGoogle Scholar
  38. Jordan, A.J. and C. Adelle (ed.) (2012) Environmental policy in the European Union: contexts, actors and policy dynamics (3e). Earthscan: London and Sterling, VAGoogle Scholar
  39. Kao C (1999) Spurious regression and residual-based tests for cointegration in panel data. J Econom 90:1–44CrossRefGoogle Scholar
  40. Kasman A, Duman YS (2015) CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: a panel data analysis. Econ Model 44:97–103.  https://doi.org/10.1016/j.econmod.2014.10.022 CrossRefGoogle Scholar
  41. Khan SAR, Zaman K, Zhang Y (2016) The relationship between energy-resource depletion, climate change, health resources and the environmental Kuznets curve: evidence from the panel of selected developed countries. Renew Sust Energ Rev 62:468–477.  https://doi.org/10.1016/j.rser.2016.04.061 CrossRefGoogle Scholar
  42. Kitzes J, Wackernagel M (2009) Answers to common questions in ecological footprint accounting. Ecol Indic 9(4):812–817CrossRefGoogle Scholar
  43. Lapinskienė G, Tvaronavičienė M, Vaitkus P (2014) Greenhouse gases emissions and economic growth – evidence substantiating the presence of environmental Kuznets curve in the EU. Technol Econ Dev Econ 20(1):65–78.  https://doi.org/10.3846/20294913.2014.881434 CrossRefGoogle Scholar
  44. Lee C-C, Chiu Y-B, Sun C-H (2010) The environmental Kuznets curve hypothesis for water pollution: do regions matter? Energy Policy 38(1):12–23.  https://doi.org/10.1016/j.enpol.2009.05.004 CrossRefGoogle Scholar
  45. Lin, D., Hanscom, L., Martindill, J., Borucke, M., Cohen, L., Galli, A., Lazarus, E., Zokai, G., Iha, K., Eaton, D., Wackernagel, M. (2016). Working guidebook to the National Footprint Accounts: 2016 Edition. Oakland: Global Footprint NetworkGoogle Scholar
  46. López-Menéndez AJ, Pérez R, Moreno B (2014) Environmental costs and renewable energy: re-visiting the environmental Kuznets curve. J Environ Manag 145:368–373.  https://doi.org/10.1016/j.jenvman.2014.07.017 CrossRefGoogle Scholar
  47. Markandya A, Golub A, Pedroso-Galinato S (2006) Empirical analysis of National Income and SO2 emissions in selected European countries. Environ Resour Econ 35(3):221–257.  https://doi.org/10.1007/s10640-006-9014-2 CrossRefGoogle Scholar
  48. Marrero GA (2010) Greenhouse gases emissions, growth and the energy mix in Europe. Energy Econ 32(6):1356–1363.  https://doi.org/10.1016/j.eneco.2010.09.007 CrossRefGoogle Scholar
  49. Mazzanti M (2008) Is waste generation de-linking from economic growth? Empirical evidence for Europe. Appl Econ Lett 15(4):287–291.  https://doi.org/10.1080/13504850500407640 CrossRefGoogle Scholar
  50. Mazzanti M, Zoboli R (2009) Municipal waste Kuznets curves: evidence on socio-economic drivers and policy effectiveness from the EU. Environ Resour Econ 44(2):203–230.  https://doi.org/10.1007/s10640-009-9280-x CrossRefGoogle Scholar
  51. McConnell KE (1997) Income and the demand for environmental quality. Environ Dev Econ 2(4):383–399CrossRefGoogle Scholar
  52. McDonald GW, Patterson MG (2004) Ecological footprints and interdependencies of New Zealand regions. Ecol Econ 50(1):49–67.  https://doi.org/10.1016/j.ecolecon.2004.02.008 CrossRefGoogle Scholar
  53. Menegaki AN, Tsagarakis KP (2015) Rich enough to go renewable, but too early to leave fossil energy? Renew Sust Energ Rev 41:1465–1477.  https://doi.org/10.1016/j.rser.2014.09.038 CrossRefGoogle Scholar
  54. Mrabet Z, Alsamara M (2017) Testing the Kuznets curve hypothesis for Qatar: a comparison between carbon dioxide and ecological footprint. Renew Sust Energ Rev 70:1366–1375.  https://doi.org/10.1016/j.rser.2016.12.039 CrossRefGoogle Scholar
  55. Ozturk I, Al-Mulali U, Saboori B (2016) Investigating the environmental Kuznets curve hypothesis: the role of tourism and ecological footprint. Environ Sci Pollut Res 23(2):1916–1928.  https://doi.org/10.1007/s11356-015-5447-x CrossRefGoogle Scholar
  56. Pablo-Romero MP, Sánchez-Braza A (2017) Residential energy environmental Kuznets curve in the EU-28. Energy 125:44–54 Retrieved from http://www.sciencedirect.com/science/article/pii/S0360544217302736 CrossRefGoogle Scholar
  57. Pablo-Romero MP, Cruz L, Barata E (2017) Testing the transport energy-environmental Kuznets curve hypothesis in the EU27 countries. Energy Econ 62:257–269.  https://doi.org/10.1016/j.eneco.2017.01.003 CrossRefGoogle Scholar
  58. Pedroni P (1999) Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxf Bull Econ Stat 61:653–670CrossRefGoogle Scholar
  59. Pedroni P (2000) Fully modified OLS for heterogeneous cointegrated panels. Adv Econ 15:93–130Google Scholar
  60. Pedroni P (2001) Purchasing power parity tests in cointegrated panels. Rev Econ Stat 83:727–731CrossRefGoogle Scholar
  61. Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. CESifo working paper 1229. IZA discussion paper, 1240Google Scholar
  62. Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ 22(2):265–312CrossRefGoogle Scholar
  63. Pesaran MH, Ullah A, Yamagata T (2008) A bias-adjusted LM test of error cross-section independence. Econ J 11(1):105–127Google Scholar
  64. Rafaj P, Amann M, Siri J, Wuester H (2014) Changes in European greenhouse gas and air pollutant emissions 1960–2010: decomposition of determining factors. Clim Chang 124(3):477–504.  https://doi.org/10.1007/s10584-013-0826-0 CrossRefGoogle Scholar
  65. Selden TM, Song D (1995) Neoclassical growth, the J curve for abatement, and the inverted U curve for pollution. J Environ Econ Manag 29(2):162–168.  https://doi.org/10.1006/jeem.1995.1038 CrossRefGoogle Scholar
  66. Selin H, VanDeveer S (2015) EU environmental policy making and implementation: changing processes and mixed outcomes, EUSA fourteenth biennial international conference, Boston. http://aei.pitt.edu/79664/1/Selin.VAnDeveer.pdf. Accessed 19 March 2018
  67. Shahbaz M, Solarin SA, Hammoudeh S, Shahzad SJH (2017) Bounds testing approach to analyzing the environment Kuznets curve hypothesis with structural beaks: the role of biomass energy consumption in the United States. Energy Econ 68:548–565CrossRefGoogle Scholar
  68. Sinha A, Shahbaz M (2018) Estimation of environmental Kuznets curve for CO2 emission: role of renewable energy generation in India. Renew Energy 119:703–711CrossRefGoogle Scholar
  69. Stern, D. I. (2014). The Environmental Kuznets curve: a primer (CCEP working paper 1404)Google Scholar
  70. Ulucak R, Bilgili F (2018) A reinvestigation of EKC model by ecological footprint measurement for high, middle and low income countries. J Clean Prod 188:144–157.  https://doi.org/10.1016/j.jclepro.2018.03.191 CrossRefGoogle Scholar
  71. Vehmas J, Luukkanen J, Kaivo-oja J (2007) Linking analyses and environmental Kuznets curves for aggregated material flows in the EU. J Clean Prod 15(17):1662–1673.  https://doi.org/10.1016/j.jclepro.2006.08.010 CrossRefGoogle Scholar
  72. Wackernagel M, Rees W (1996) Our ecological footprint: reducing human impact on the earth. New Society Publishers, The New Catalyst Bioregional SeriesGoogle Scholar
  73. Wang Y, Kang L, Wu X, Xiao Y (2013) Estimating the environmental Kuznets curve for ecological footprint at the global level: a spatial econometric approach. Ecol Indic 34:15–21CrossRefGoogle Scholar
  74. Wang Y, Han R, Kubota J (2016) Is there an environmental Kuznets curve for SO2 emissions? A semi-parametric panel data analysis for China. Renew Sust Energ Rev 54:1182–1188.  https://doi.org/10.1016/j.rser.2015.10.143 CrossRefGoogle Scholar
  75. Westerlund J (2007) Testing for error correction in panel data. Oxf Bull Econ Stat 69:709–748CrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of EconomicsGaziantep UniversityGaziantepTurkey
  2. 2.Department of EconomicsErciyes UniversityKayseriTurkey
  3. 3.Department of EconomicsAbdullah Gul UniversityKayseriTurkey

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