TÜRKİYE’DE EKC HİPOTEZİNİN VARLIĞINA DAİR ARAŞTIRMA: ÇOKLU DOĞRUSAL BAĞINTI DURUMUNDA ESNEKLİKLERİ KULLANAN BİR YAKLAŞIM
Year 2022,
Volume: 40 Issue: 2, 232 - 248, 28.06.2022
Buket Alkan
,
Necip Bulut
Abstract
This paper searches for the validity of the Environmental Kuznets Curve (EKC) hypothesis for Turkey in the period of 1990–2015. The multicollinearity problem arising from the inclusion of both the GDP itself and its quadratic form together in the model presented by the Kuznets Curve is taken into account in this research. In order to overcome the multicollinearity problem, the validity of the EKC hypothesis has been decided through the interpretation of the long-and short-term elasticity coefficients of the Autoregressive Distributive Lag (ARDL) model. Economic Complexity Index (ECI) and Environmental Policy Stringency (EPS) index, which are rarely used in the literature, have been added to the EKC model as control variables. The validity of the EKC hypothesis for Turkey is not supported by the results of the empirical analysis since the long–term GDP elasticity is not found negative and also greater than the short–term coefficient. On the other hand, while increasing economic complexity has been found to reduce environmental degradation in the long run, sufficient evidence has not been provided for the importance of the Environmental Policy Stringency (EPS) index in the sample period for Turkey.
References
- Akbostancı, E., Turut-Asik, S., & Tunc, G. İ. (2009). The relationship between income and environment in Turkey: Is there an environmental Kuznets curve?, Energy Policy, 37, 861-867. https://doi.org/10.1016/j.enpol.2008.09.088.
- Al-mulali, U., Solarin, S. A., & Ozturk, I. (2016). Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: An autoregressive distributed lag (ARDL) approach. Natural Hazards, 80, 1729-1747. https://doi.org/10.1007/s11069-015-2050-x.
- Balezentis, T., Streimikiene, D., Zhang, T., & Liobikiene, G. (2019). The role of bioenergy in greenhouse gas emission reduction in EU countries: An Environmental Kuznets Curve modelling. Resources, Conservation and Recycling, 225-231. https://doi.org/10.1016/j.resconrec.2018.12.019.
- Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B (Methodological), 37(2), 149-163. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x.
- Doğan, B., Saboori, B., & Can, M. (2019). Does economic complexity matter for environmental degradation? An empirical analysis for different stages of development. Environmental Science and Pollution Research, 31900--31912. https://doi.org/10.1007/s11356-019-06333-1.
- Engle, R. F., & Granger, W. J. (1987). Co-Integration and error correction: Representation, estimation, and Testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236.
- Groossman, G. M., & Krueger, A. B. (1993). Environmental impacts of a north american free trade agreement. In: Garber, P. (Ed), The US Mexico Free Trade Agreement, 165-177. https://doi.org/10.3386/w3914.
- Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The Quarterly Journal of Economics, 110(2), 353-377. https://doi.org/10.2307/2118443.
- Halicioglu, F. (2009). An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 1156-1164. https://doi.org/10.1016/j.enpol.2008.11.012.
- Hansen, B. E., & Phillips, P. C. (1990). Statistical inference in insturmental variables regression with I(1) process. The Review of Economic Studies, 55(1), 99-125. https://doi.org/10.2307/2297545.
- Hidalgo, C. A., & Hausmann, R. (2009). The building blocks of economic complexity. Proceedings of the National Academy of Sciences, 106(26), 10570-10575. https://doi.org/10.1073/pnas.0900943106.
- Holtz-Eakin, D., & Selden, T. (1995). Stoking the fires? CO2 emissions and economic growth. Journal of Public Economics, 85-101. https://doi.org/10.1016/0047-2727(94)01449-X.
- Iwata, H., Okada, K., & Samreth, S. (2010). Empirical study on the environmental Kuznets curve for CO2 in France: The role of nuclear energy. Energy Policy, 4057-4063. https://doi.org/10.1016/j.enpol.2010.03.031.
- Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with appucations to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x.
- Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 1-28. https://www.jstor.org/stable/1811581.
- Lapatinas, A., Garas, A., Boleti, E., & Kyriakou,, A. (2019). Economic complexity and environmental performance: Evidence from a world sample. Munich : MPRA-Munich Personal RePEc Archive. https://doi.org/10.1007/s10666-021-09750-0.
- Lucas, R., Wheeler, D., & Hettige, H. (1992). Economic development, environmental regulation, and the international migration of toxic industrial pollution: 1960-1988. International trade and the environment (English). World Bank discussion paper 159, 67-87. https://econpapers.repec.org/paper/wbkwbrwps/1062.htm.
- Månsson , K., Kibria, B., Shukur, G., & Sjölander, P. (2018). On the Estimation of the CO2 Emission, Economic Growth and Energy Consumption Nexus Using Dynamic OLS in the Presence of Multicollinearity. Sustainability, 1-11. https://doi.org/10.3390/su10051315.
- Narayan, P., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: Panel data evidence from developing countries. Energy Policy, 661-666. https://doi.org/10.1016/j.enpol.2009.09.005.
Observatory of Economic Complexity (2021). Economic Complexity Index. Retrieved March 5, 2021 from https://oec.world/en/profile/country/tur.
- OECD Database. (2021). Environment Statistics. Retrieved March 12, 2021 from https://stats.oecd.org/
- Our World in Data. (2021). Economic Complexity Index. Retrieved March 12, 2021 from https://ourworldindata.org/grapher/economic-complexity-index-eci-by-country-ranking?country=~TUR.
- Özcan, B., Apergis, N., & Shahba, M. (2018). A revisit of the environmental Kuznets curve hypothesis for Turkey: New evidence from bootstrap rolling window causality. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-018-3165-x.
- Pablo-Romero, M., & Sanchez-Braza, A. (2017). Residential energy environmental Kuznets curve in the EU-28. Energy, 44-54. https://doi.org/10.1016/j.energy.2017.02.091.
- Pata, U. K. (2021). Renewable and non-renewable energy consumption, economic complexity, CO2 emissions, and ecological footprint in the USA: testing the EKC hypothesis with a structural break. Environmental Science and Pollution Research, 846-861. https://doi.org/10.1007/s11356-020-10446-3.
- Perman , R., & Stern, D. (2003). Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist. The Australian Journal of Agricultural and Resource Economics, 325–347. https://doi.org/10.1111/1467-8489.00216.
- Peseran, H. M., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Aplied Econometrics, 16(3), 289-326. https://www.jstor.org/stable/2678547.
- Rahman, Z. U. (2019). Does CO2 and Its Possible Determinants are Playing Their Role in the Environmental Degradation in Turkey. Environment Kuznets Curve Does Exist in Turkey. Journal of Wellbeing Management and Applied Psychology, 19-37. https://doi.org/10.13106/jwmap.2019.Vol2.no2.19.
- Samuel , A., & Strezov, V. (2019). A review on Environmental Kuznets Curve hypothesis using bibliometric and meta-analysis. Science of the Total Environment, 128-145. https://doi.org/10.1016/j.scitotenv.2018.08.276.
- Selden, T., & Daqing, S. (1994). Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions? Journal of Environmental Economics and Management, 147-162. https://doi.org/10.1006/jeem.1994.1031.
- Shafik, N., & Bandyopadhyay, S. (1992). Economic Growth and Environmental Quality. Washington DC: World Bank. http://www.jstor.org/stable/2663498.
- Taskin, F., & Zaim, O. (2000). Searching for a Kuznets curve in environmental efficiency using kernel estimation. Economics Letters, 68, 217–223. https://doi.org/10.1016/S0165-1765(00)00250-0.
- Tutulmaz, O. (2015). Environmental Kuznets Curve time series application for Turkey: Why controversial results exist for similar models? Renewable and Sustainable Energy Reviews, 73-81. https://doi.org/10.1016/j.rser.2015.04.184.
- Uchiyama, K. (2016). Empirical Analysis of the Environmental Kuznets Curve. Environmental Kuznets Curve Hypothesis and Carbon Dioxide Emissions (s. 31-45). Tokyo: Springer. https://doi.org/10.1007/978-4-431-55921-4.
- Wagner, M. (2014). The Environmental Kuznets Curve, Cointegratıon And Nonlinearity. Journal Of Applıed Econometrics. https://doi.org/10.1002/jae.2421.
- Yilanci, V., & Pata, U. (2020). Investigating the EKC hypothesis for China: The role of economic complexity on ecological footprint. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-020-09434-4.
SEARCHING FOR THE EXISTENCE OF EKC HYPOTHESIS IN TURKEY: AN APPROACH USING ELASTICITIES IN THE PRESENCE OF MULTICOLLINEARITY
Year 2022,
Volume: 40 Issue: 2, 232 - 248, 28.06.2022
Buket Alkan
,
Necip Bulut
Abstract
Bu makale, Çevresel Kuznets Eğrisi (EKC) hipotezinin 1990-2015 örneklem dönemi için Türkiye’deki geçerliliğini araştırmaktadır. Bu araştırma yapılırken, Kuznets eğrisinin ortaya koyduğu modelde, GSYİH'nin hem kendisinin hem de ikinci dereceden formunun birlikte yer almasından kaynaklanan çoklu bağlantı sorununu dikkate alınmaktadır. Çoklu bağlantı sorununun üstesinden gelebilmek için Gecikmesi Dağıtılmış Otoregresif (ARDL) model kullanılarak uzun ve kısa dönem elastikiyet katsayılarının yorumlanması ile EKC hipotezinin geçerliliği hakkında karara varılmıştır. Literatürde nadiren kullanılan Ekonomik Kompleksite Endeksi (ECI) ve Çevre Politikası Katılık (EPS) endeksi, EKC modeline kontrol değişkenleri olarak eklenmiştir. EKC hipotezinin Türkiye için geçerliliği, uzun dönem GSYİH esnekliği negatif bulunmadığından ve kısa dönem esneklik katsayısından daha büyük bulunduğundan ampirik analiz sonuçları ile desteklenememiştir. Öte yandan, ekonomik kompleksitenin artmasının uzun vadede çevresel bozulmayı azalttığı bulgulanırken, Türkiye için çevre politikası katılık endeksinin önemine dair incelenen dönem itibariyle yeterli kanıt bulunamamıştır.
References
- Akbostancı, E., Turut-Asik, S., & Tunc, G. İ. (2009). The relationship between income and environment in Turkey: Is there an environmental Kuznets curve?, Energy Policy, 37, 861-867. https://doi.org/10.1016/j.enpol.2008.09.088.
- Al-mulali, U., Solarin, S. A., & Ozturk, I. (2016). Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: An autoregressive distributed lag (ARDL) approach. Natural Hazards, 80, 1729-1747. https://doi.org/10.1007/s11069-015-2050-x.
- Balezentis, T., Streimikiene, D., Zhang, T., & Liobikiene, G. (2019). The role of bioenergy in greenhouse gas emission reduction in EU countries: An Environmental Kuznets Curve modelling. Resources, Conservation and Recycling, 225-231. https://doi.org/10.1016/j.resconrec.2018.12.019.
- Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B (Methodological), 37(2), 149-163. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x.
- Doğan, B., Saboori, B., & Can, M. (2019). Does economic complexity matter for environmental degradation? An empirical analysis for different stages of development. Environmental Science and Pollution Research, 31900--31912. https://doi.org/10.1007/s11356-019-06333-1.
- Engle, R. F., & Granger, W. J. (1987). Co-Integration and error correction: Representation, estimation, and Testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236.
- Groossman, G. M., & Krueger, A. B. (1993). Environmental impacts of a north american free trade agreement. In: Garber, P. (Ed), The US Mexico Free Trade Agreement, 165-177. https://doi.org/10.3386/w3914.
- Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The Quarterly Journal of Economics, 110(2), 353-377. https://doi.org/10.2307/2118443.
- Halicioglu, F. (2009). An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 1156-1164. https://doi.org/10.1016/j.enpol.2008.11.012.
- Hansen, B. E., & Phillips, P. C. (1990). Statistical inference in insturmental variables regression with I(1) process. The Review of Economic Studies, 55(1), 99-125. https://doi.org/10.2307/2297545.
- Hidalgo, C. A., & Hausmann, R. (2009). The building blocks of economic complexity. Proceedings of the National Academy of Sciences, 106(26), 10570-10575. https://doi.org/10.1073/pnas.0900943106.
- Holtz-Eakin, D., & Selden, T. (1995). Stoking the fires? CO2 emissions and economic growth. Journal of Public Economics, 85-101. https://doi.org/10.1016/0047-2727(94)01449-X.
- Iwata, H., Okada, K., & Samreth, S. (2010). Empirical study on the environmental Kuznets curve for CO2 in France: The role of nuclear energy. Energy Policy, 4057-4063. https://doi.org/10.1016/j.enpol.2010.03.031.
- Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with appucations to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x.
- Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 1-28. https://www.jstor.org/stable/1811581.
- Lapatinas, A., Garas, A., Boleti, E., & Kyriakou,, A. (2019). Economic complexity and environmental performance: Evidence from a world sample. Munich : MPRA-Munich Personal RePEc Archive. https://doi.org/10.1007/s10666-021-09750-0.
- Lucas, R., Wheeler, D., & Hettige, H. (1992). Economic development, environmental regulation, and the international migration of toxic industrial pollution: 1960-1988. International trade and the environment (English). World Bank discussion paper 159, 67-87. https://econpapers.repec.org/paper/wbkwbrwps/1062.htm.
- Månsson , K., Kibria, B., Shukur, G., & Sjölander, P. (2018). On the Estimation of the CO2 Emission, Economic Growth and Energy Consumption Nexus Using Dynamic OLS in the Presence of Multicollinearity. Sustainability, 1-11. https://doi.org/10.3390/su10051315.
- Narayan, P., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: Panel data evidence from developing countries. Energy Policy, 661-666. https://doi.org/10.1016/j.enpol.2009.09.005.
Observatory of Economic Complexity (2021). Economic Complexity Index. Retrieved March 5, 2021 from https://oec.world/en/profile/country/tur.
- OECD Database. (2021). Environment Statistics. Retrieved March 12, 2021 from https://stats.oecd.org/
- Our World in Data. (2021). Economic Complexity Index. Retrieved March 12, 2021 from https://ourworldindata.org/grapher/economic-complexity-index-eci-by-country-ranking?country=~TUR.
- Özcan, B., Apergis, N., & Shahba, M. (2018). A revisit of the environmental Kuznets curve hypothesis for Turkey: New evidence from bootstrap rolling window causality. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-018-3165-x.
- Pablo-Romero, M., & Sanchez-Braza, A. (2017). Residential energy environmental Kuznets curve in the EU-28. Energy, 44-54. https://doi.org/10.1016/j.energy.2017.02.091.
- Pata, U. K. (2021). Renewable and non-renewable energy consumption, economic complexity, CO2 emissions, and ecological footprint in the USA: testing the EKC hypothesis with a structural break. Environmental Science and Pollution Research, 846-861. https://doi.org/10.1007/s11356-020-10446-3.
- Perman , R., & Stern, D. (2003). Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist. The Australian Journal of Agricultural and Resource Economics, 325–347. https://doi.org/10.1111/1467-8489.00216.
- Peseran, H. M., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Aplied Econometrics, 16(3), 289-326. https://www.jstor.org/stable/2678547.
- Rahman, Z. U. (2019). Does CO2 and Its Possible Determinants are Playing Their Role in the Environmental Degradation in Turkey. Environment Kuznets Curve Does Exist in Turkey. Journal of Wellbeing Management and Applied Psychology, 19-37. https://doi.org/10.13106/jwmap.2019.Vol2.no2.19.
- Samuel , A., & Strezov, V. (2019). A review on Environmental Kuznets Curve hypothesis using bibliometric and meta-analysis. Science of the Total Environment, 128-145. https://doi.org/10.1016/j.scitotenv.2018.08.276.
- Selden, T., & Daqing, S. (1994). Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions? Journal of Environmental Economics and Management, 147-162. https://doi.org/10.1006/jeem.1994.1031.
- Shafik, N., & Bandyopadhyay, S. (1992). Economic Growth and Environmental Quality. Washington DC: World Bank. http://www.jstor.org/stable/2663498.
- Taskin, F., & Zaim, O. (2000). Searching for a Kuznets curve in environmental efficiency using kernel estimation. Economics Letters, 68, 217–223. https://doi.org/10.1016/S0165-1765(00)00250-0.
- Tutulmaz, O. (2015). Environmental Kuznets Curve time series application for Turkey: Why controversial results exist for similar models? Renewable and Sustainable Energy Reviews, 73-81. https://doi.org/10.1016/j.rser.2015.04.184.
- Uchiyama, K. (2016). Empirical Analysis of the Environmental Kuznets Curve. Environmental Kuznets Curve Hypothesis and Carbon Dioxide Emissions (s. 31-45). Tokyo: Springer. https://doi.org/10.1007/978-4-431-55921-4.
- Wagner, M. (2014). The Environmental Kuznets Curve, Cointegratıon And Nonlinearity. Journal Of Applıed Econometrics. https://doi.org/10.1002/jae.2421.
- Yilanci, V., & Pata, U. (2020). Investigating the EKC hypothesis for China: The role of economic complexity on ecological footprint. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-020-09434-4.