Impact of FDI inflow, crude oil prices, and economic growth on CO2 emission in Tunisia: Symmetric and asymmetric analysis through ARDL and NARDL approach
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DOIhttp://dx.doi.org/10.21511/ee.12(1).2021.01
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Article InfoVolume 12 2021, Issue #1, pp. 1-13
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This study explores the symmetric and asymmetric impact of real GDP per capita, FDI inflow, and crude oil price on CO2 emission in Tunisia for the 1972–2016 period. Using the cointegration tests, namely ARDL and NARDL bound test, the results show that the variables are associated in a long run relationship. Long run estimates from both approach confirms the validity of ECK hypothesis for Tunisia. Symmetric analysis reveals that economic growth and the price of crude oil adversely affect the environment, in contrast to FDI inflows that reduce CO2 emissions in the long run. Whereas the asymmetric analysis show that increase in crude oil price harm the environment and decrease in crude oil price have positive repercussions on the environment. The causality analysis suggests that a bilateral link exists between economic growth and carbon emissions and a one-way causality ranges from FDI inflows and crude oil prices to carbon emissions. Thus, some policy recommendations have been formulated to help Tunisia reduce carbon emissions and support economic development.
- Keywords
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JEL Classification (Paper profile tab)F21, Q43, Q56, C15
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References49
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Tables10
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Figures3
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- Figure 1. Plots of CUSUM and CUSUMSQ tests
- Figure 2. NARDL dynamic multiplier effect graphs
- Figure A1. Plots of CUSUM and CUSUMSQ tests (NARDL model)
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- Table 1. Unit root test
- Table 2. F-Bound test for linear cointegration ARDL (1,0,0,3,4)
- Table 3. Linear ARDL model long-run results
- Table 4. Linear ARDL model short-run results
- Table 5. F-Bound test for non-linear cointegration
- Table 6. NARDL model long-run results
- Table 7. NARDL model short-run results
- Table 8. NARDL Wald test
- Table 9. Causality analysis
- Table 10. FMOLS and CCR estimates
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- Abdouli, M., & Hammami, S. (2017). Economic growth, FDI inflows and their impact on the environment: an empirical study for the MENA countries. Quality and Quantity, 51, 121-146.
- Adu, D. T., & Denkyirah, E. K. (2019). Economic growth and environmental pollution in West Africa: testing the environmental Kuznets curve hypothesis. Kasetsart Journal of Social Sciences, 40(2), 281-288.
- Agbanike, T. F., Nwani, C., Uwazie, U. I., Anochiwa, L. I., Onoja T-G. C., & Ogbonnaya, I. O. (2019). Oil price, energy consumption and carbon dioxide (CO2) emissions: insight into sustainability challenges in Venezuela. Latin American Economic Review, 28, 8.
- Al-mulali, U. (2012). Factors affecting CO2 emission in the Middle East: a panel data analysis. Energy, 44(1), 564-569.
- Al-mulali, U., & Tang, C. F. (2013). Investigating the validity of pollution haven hypothesis in the gulf cooperation council (GCC) countries. Energy Policy, 60, 813-819.
- Amri, F. (2017). Intercourse across economic growth, trade and renewable energy consumption in developing and developed countries. Renewable and Sustainable Energy Review, 69, 527-534.
- Amri, F. (2018). Carbon dioxide emissions, total factor productivity, ICT, trade, financial development, and energy consumption: testing environmental Kuznets curve hypothesis for Tunisia. Environmental Science and Pollution Research, 25, 33691-33701.
- Apergis, N. (2016). Environmental Kuznets curves: new evidence on both panel and country-level CO2 emissions. Energy Economics, 54, 263-271.
- Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16-22.
- Baek, J. (2016). Do nuclear and renewable energy improve the environment? Empirical evidence from the United States. Ecological Indicators, 66, 352-356.
- Balsalobre, D., Álvarez, A., & Cantos, J. M. (2015). Public budgets for energy RD&D and the effects on energy intensity and pollution levels. Environmental Science and Pollution Research, 22, 4881-4892.
- Ben Jebli, M., & Ben Youssef, S. (2015). The environmental Kuznets curve, economic growth, renewable and non-renewable energy, and trade in Tunisia. Renewable and Sustainable Energy Review, 47, 173-185.
- Ben Jebli, M., Ben Youssef, S., & Ozturk, I. (2016). Testing environmental Kuznets curve hypothesis: the role of renewable and nonrenewable energy consumption and trade in OECD countries. Ecological Indicators, 60, 824-831.
- Bölük, G., & Mert, M. (2015). The renewable energy, growth and environmental Kuznets curve in Turkey: an ARDL approach. Renewable and Sustainable Energy Review, 52, 587-595.
- Boufateh, T. (2019). The environmental Kuznets curve by considering asymmetric oil price shocks: evidence from the top two. Environmental Science and Pollution Research, 26(1), 706-720.
- Brini, R., Amara, M., & Jemmali, H. (2017). Renewable energy consumption, International trade, oil price and economic growth inter-linkages: The case of Tunisia. Renewable and Sustainable Energy Reviews, 76, 620-627.
- Chandran, V. G. R., & Tang, C. F. (2013). The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renewable and Sustainable Energy Reviews, 24, 445-453.
- Cherni, A., & Jouini, S. E. (2017). An ARDL approach to the CO2 emissions, renewable energy and economic growth nexus: Tunisian evidence. International Journal of Hydrogen Energy, 42(48), 29056-29066.
- Copeland, B. R., & Taylor, M. S. (1994). North-south trade and the environment. The Quarterly Journal of Economics, 109(3), 755-787.
- Essandoh, O. K., Islam, M., & Kakinaka, M. (2020). Linking international trade and foreign direct investment to CO2 emissions: Any differences between developed and developing countries. Science of The Total Environment, 712, 136437.
- Farhani, S., Ozturk, I. (2015). Causal relationship between CO2 emissions, real GDP, energy consumption, financial development, trade openness, and urbanization in Tunisia. Environmental Science and Pollution Research, 22, 15663-15676.
- Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement (NBER Working Papers No. 3914).
- Hakimi, A., & Hamdi, H. (2016). Trade liberalization, FDI inflows, environmental quality and economic growth: A comparative analysis between Tunisia and Morocco. Renewable and Sustainable Energy Reviews, 58, 1445-1456.
- Haug, A. A., & Ucal, M. (2019). The role of trade and FDI for CO2 emissions in Turkey: nonlinear relationships. Energy Economics, 81, 297-307.
- Itkonen, J. V. A. (2012). Problems estimating the carbon Kuznets curve. Energy, 39(1), 274-280.
- Jiang, L., Zhou, H. F., Bai, L., & Zhou, P. (2018). Does foreign direct investment drive environmental degradation in China? An empirical study based on air quality index from a spatial perspective. Journal of Cleaner Production, 176, 864-872.
- Kang, Y. K., Zhao, T., & Yang, Y.Y. (2016). Environmental Kuznets curve for CO2 emissions in China: A spatial panel data approach. Ecological Indicators, 63, 231-239.
- Keynes, J. M. (1936). The General Theory of Employment, Interest and Money. Macmillan: London, UK.
- Kwakwa, P. A, Alhassan, H., & Aboagye, S. (2018). Environmental Kuznets curve hypothesis in a financial development and natural resource extraction context: evidence from Tunisia. Quantitative Finance and Economics, 2(4), 981-1000
- Lee, J. W. (2013). The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth. Energy Policy, 55, 483-489.
- Mahmood, H., Maalel, N., & Zarrad, O. (2019). Trade Openness and CO2 Emissions: Evidence from Tunisia. Sustainability, 11(12), 3295.
- Malik, M. Y., Latif, K., Khan, Z., Butt, H. D, Hussain, M., & Nadeem, M. A. (2020). Symmetric and Asymmetric Impact of Oil Price, FDI and Economic Growth on Carbon Emission in Pakistan: Evidence from ARDL and Non-Linear ARDL Approach. Science of the Total Environment, 726, 138421.
- Mensah, I. A., Suna, M., Gaoa, C., Omari-Sasub, A. Y., Zhuc, D., Ampimaha, B. C., & Quarcoo, A. (2019). Analysis on the nexus of economic growth, fossil fuel energy consumption, CO2 emissions and oil price in Africa based on a PMG panel ARDL approach. Journal of Cleaner Production, 228, 161-174.
- Nicolli, F., & Vona, F. (2019). Energy market liberalization and renewable energy policies in OECD countries. Energy Policy, 128, 853-867.
- Nwani, C. (2017). Causal relationship between crude oil price, energy consumption and carbon dioxide (CO2) emissions in Ecuador. OPEC Energy Review, 41(3), 201-225.
- Omri, A., Nguyen, D. K., & Rault, C. (2014) Causal interactions between CO2 emissions, FDI, and economic growth: evidence from dynamic simultaneous-equation models. Economic Modelling, 42, 382-389.
- Pata, U. K. (2018). The influence of coal and noncarbohydrate energy consumption on CO2 emissions: revisiting the environmental Kuznets curve hypothesis for Turkey. Energy, 160, 1115-1123.
- Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326.
- Shahbaz, M., & Sinha, A. (2019). Environmental Kuznets curve for CO2 emissions: a literature survey. Journal of Economic Studies, 46(1), 106-168.
- Shahbaz, M., Balsalobre-Lorente, D., & Sinha, A. (2019). Foreign direct Investment-CO2 emissions nexus in Middle East and North African countries: Importance of biomass energy consumption. Journal of Cleaner Production, 217, 603-614.
- Shahbaz, M., Khraief, N., Uddin, G. S., & Ozturk, I. (2014). Environmental Kuznets curve in an open economy: A bounds testing and causality analysis for Tunisia. Renewable and Sustainable Energy Reviews, 34, 325-336.
- Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In R. C. Sickles, & W. C. Horrace (Eds.), Festschrift in Honor of Peter Schmidt: Econometric Methods and Applications (pp. 281-314). Springer, New York.
- Stern, D. I. (2011). The role of energy in economic growth. Annals of the New York Academy of Sciences, 1219(1), 26-51.
- Sturm, M., Gurtner, F. J., & Gonzalez, J. (2009). Fiscal policy challenges in oil-exporting countries- A review of key issues (ECB Occasional Paper Series No.104). Frankfurt, Germany.
- Sung, B., Song, W. Y., & Park, S. D. (2018). How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: evidence from panel data. Economic System, 42(2), 320-331.
- Usman, O., Iorember, P. T., & Olanipekun, I. O. (2019). Revisiting the environmental Kuznets curve (EKC) hypothesis in India: the effects of energy consumption and democracy. Environmental Science and Pollution Research, 26(13), 13390-13400.
- Vielle, M., & Viguier, L. (2007). On the climate change effects of high oil prices. Energy Policy, 35(2), 844-849.
- World Bank Indicator. (2019). World Development Indicators.
- Zhang, C., & Zhou, X. (2016). Does foreign direct investment lead to lower CO emissions? Evidence from a regional analysis in China. Renewable and Sustainable Energy Reviews, 58, 943-951.