The influence of renewable energy and financial development on testing the environmental Kuznets curve in Lebanon: ARDL approach
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DOIhttp://dx.doi.org/10.21511/ee.15(2).2024.09
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Article InfoVolume 15 2024, Issue #2, pp. 118-131
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This study considers the impacts of financial development and the consumption of renewable energy in Lebanon for the period 1990–2021, employing the Environmental Kuznets Curve. The financial sector in Lebanon is considered a major engine in the economic development. Green energy sources and environmental protection are taking higher importance nowadays with the increase of implications for climate change and global warming worldwide. This paper examines the Environmental Kuznets Curve’s presence and implications for Lebanon’s financial development and renewable energy consumption. The econometric model used annual data from the World Development Indicators. Utilizing the autoregressive distributed lag (ARDL) technique, both near- and long-term relationships were estimated. The findings support the Environmental Kuznets Curve hypothesis and show that energy consumption and real income have a statistically significant beneficial effect on carbon emissions and that their square has a statistically significant negative impact on carbon emissions over the long and short term. The results show variations in signs for financial development between the short and long term and stable results for renewable energy with negative signs in both terms. These results show the importance of further research on the influence of financial development and green energy consumption on EKC. Therefore, policymakers need to pay more attention to these variables for a sustainable economy that is facing the effects of climate change.
- Keywords
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JEL Classification (Paper profile tab)O44, O47, Q56
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References68
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Tables8
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Figures3
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- Figure 1. CO2 emissions variation
- Figure 2. Variation of GDP, FD Index, renewal energy consumption, and trade openness in Lebanon over time
- Figure 3. CUSUM test
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- Table 1. Unit root tests
- Table 2. Optimal lags
- Table 3. Bounds test
- Table 4. ARDL long- and short-run results
- Table 5. Breusch-Godfrey LM test for autocorrelation
- Table 6. Heteroscedasticity white test
- Table 7. Shapiro-Wilk W test for normal data
- Table 8. “Cumulative sum test for parameter stability
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- Acaravci, A., & Ozturk, I. (2010). On the relationship between energy consumption, CO2 emissions and economic growth in Europe. Energy, 35(12), 5412-5420.
- Ahmad, M., Balbaa, M. E., Zikriyoev, A., Nasriddinov, F., & Kuldasheva, Z. (2024). Energy efficiency, technological innovation, and financial development-based EKC premise: Fresh asymmetric insights from developing Asian regions. Environmental Challenges, 15, Article 100947.
- Ahmad, N., Du, L., Lu, J., Wang, J., Li, H. Z., & Hashmi, M. Z. (2017). Modelling the CO2 emissions and economic growth in Croatia: Is there any environmental Kuznets curve? Energy, 123, 164-172.
- Akbostanci, E., Türüt-Aşık, S., & Tunç, G. İ. (2009). The relationship between income and environment in Turkey: Is there an environmental Kuznet curve? Energy Policy, 37(3), 861-867.
- Akca, H. (2021). Environmental Kuznets Curve and financial development in Turkey: Evidence from augmented ARDL approach. Environmental Science and Pollution Research, 28(48), 69149-69159.
- Alam, M. J., Begum, I. A., Buysse, J., & Huylenbroeck, G. V. (2012). Energy consumption, carbon emissions and economic growth nexus in Bangladesh: Cointegration and dynamic causality analysis. Energy Policy, 45, 217-225.
- Andreoni, V., & Galmarini, S. (2016). Drivers in CO2 emissions variation: A decomposition analysis for 33 world countries. Energy, 103, 27-37.
- Baek, J. (2015). Environmental Kuznets curve for CO2 emissions: The case of Arctic countries. Energy Economics, 50, 13-17.
- Beckerman, W. (1992). Economic growth and the environment: whose growth? Whose environment? World Development, 20(4), 481-496.
- Bekhet, H. A., & Othman, N. S. (2018). The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia. Energy Economics, 72, 47-61.
- Bibi, F., & Jamil, M. (2021). Testing environment Kuznets curve (EKC) hypothesis in different regions. Environmental Science and Pollution Research, 28(11), 13581-13594.
- Boutabba, M. A. (2014). The impact of financial development, income, energy, and trade on carbon emissions: Evidence from the Indian economy. Economic Modelling, 40, 33-41.
- Breusch, T. S., & Godfrey, L. G. (1986). Data transformation tests. The Economic Journal, 96(380), 47-58.
- 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: Statistical Methodology, 37(2), 149-192.
- Cameron, A. C., & Trivedi, P. K. (2013). Regression analysis of count data (2nd ed.). Cambridge University Press.
- Charfeddine, L., & Khediri, K. B. (2016). Financial development and environmental quality in UAE: Cointegration with structural breaks. Renewable and Sustainable Energy Reviews, 55, 1322-1335.
- Coondoo, D., & Dinda, S. (2008). Carbon dioxide emission and income: A temporal analysis of cross-country distributional patterns. Ecological Economics, 65(2), 375-385.
- De Bruyn, S. M., Van den Bergh, J. C. J. M., & Opschoor, J. B. (1998). Economic growth and emissions: Reconsidering the empirical basis of environmental Kuznets curves. Ecological Economics, 25(2), 161-175.
- Dogan, E., & Turkekul, B. (2016). CO2 emissions, real output, energy consumption, trade, urbanization, and financial development: Testing the EKC hypothesis for the USA. Environmental Science and Pollution Research, 23(2), 1203-1213.
- El-Aasar, K. M., & Hanafy, S. A. (2018). Investigating the environmental Kuznets curve hypothesis in Egypt: The role of renewable energy and trade in mitigating GHGs. International Journal of Energy Economics and Policy, 8(3), 177-184.
- Engle, R. F., & Granger, C. W. J. (1987). Cointegration and error correction: Representation, estimation and testing. Econometrica, 55(2), 251-276.
- Esteve, V., & Tamarit, C. (2012). Threshold cointegration and nonlinear adjustment between CO2 and income: The Environmental Kuznets Curve in Spain, 1857–2007. Energy Economics, 34(6), 2148-2156.
- Fan, C., & Zheng, X. (2013). An empirical study of the environmental Kuznets curve in Sichuan Province, China. Environment and Pollution, 2(3).
- Friedl, B., & Getzner, M. (2003). Determinants of CO2 emissions, energy consumption, income and foreign trade in Turkey. Energy Policy, 37, 1156-1164.
- Gill, A. R., Viswanathan, K. K., & Hassan, S. (2018). A test of the environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce greenhouse gases (GHG) in Malaysia. Environment, Development, and Sustainability, 20(3), 1103-1114.
- Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The Quarterly Journal of Economics, 110(2), 353-377.
- Haseeb, A., Xia, E., Danish, Baloch, M. A., & Abbas, K. (2018). Financial development, globalization, and CO 2 emission in the presence of EKC: Evidence from BRICS countries. Environmental Science and Pollution Research, 25, 31283-31296.
- IMF. (2023). IMF Country Report No. 23/237.
- IMF. (2024). Financial Development Index.
- Jalil, A., & Feridun, M. (2011). The impact of growth, energy and financial development on the environment in China: a cointegration analysis. Energy economics, 33(2), 284-291.
- Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration – With applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210.
- Katircioglu, Se., & Katircioglu, Sa. (2018). Testing the role of urban development in the conventional environmental Kuznets curve: Evidence from Turkey. Applied Economics Letters, 25(11), 741-746.
- Khan, M. K., Teng, J. Z., & Khan, M. I. (2019). Effect of energy consumption and economic growth on carbon dioxide emissions in Pakistan with a dynamic ARDL simulations approach. Environmental Science and Pollution Research, 26, 23480-23490.
- Khan, M., & Ozturk, I. (2021). Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. Journal of Environmental Management, 293, Article 112812.
- Koc, S., & Bulus, G. C. (2020). Testing validity of the EKC hypothesis in South Korea: Role of renewable energy and trade openness. Environmental Science and Pollution Research, 27(23), 29043-29054.
- Kraft, J., & Kraft, A. (1978). On the relationship between energy and GNP. The Journal of Energy and Development, 3(2), 401-403.
- Kripfganz, S., & Schneider, D. C. (2020). Response surface regressions for critical value bounds and approximate p-values in equilibrium correction models. Oxford Bulletin of Economics and Statistics, 82(6), 1456-1481.
- Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1-28.
- Laurenceson, J., & Chai, J. C. (2003). Financial reform and economic development in China. Edward Elgar Publishing.
- Managi, S., & Jena, P. R. (2008). Environmental productivity and Kuznets curve in India. Ecological Economics, 65(2), 432-440.
- Moghadam, H. E., & Dehbashi, V. (2018). The impact of financial development and trade on environmental quality in Iran. Empirical Economics, 54(4), 1777-1799.
- Narayan, P. K., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: Panel data evidence from developing countries. Energy Policy, 38(1), 661-666.
- Onafowora, O. A., & Owoye, O. (2014). Bounds testing approach to analysis of the environment Kuznets curve hypothesis. Energy Economics, 44, 47-62.
- Ozatac, N., Gokmenoglu, K. K., & Taspinar, N. (2017). Testing the EKC hypothesis by considering trade openness, urbanization, and financial development: The case of Turkey. Environmental Science and Pollution Research, 24(20), 16690-16701.
- Ozturk, I., & Acaravci, A. (2013). The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey. Energy Economics, 36, 262-267.
- Pao, H. T., & Tsai, C. M. (2010). CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy, 38, 7850-7860.
- Pata, U. K. (2018). Renewable energy consumption, urbanization, financial development, income and CO2 emissions in Turkey: Testing EKC hypothesis with structural breaks. Journal of Cleaner Production, 187, 770-779.
- Pérez-Suárez, R., & López-Menéndez, A. J. (2015). Growing green? Forecasting CO2 emissions with environmental Kuznets curves and logistic growth models. Environmental Science & Policy, 54, 428-437.
- Pesaran, H. H., & Shin, Y. (1998). Generalized impulse response analysis in linear multivariate models. Economics Letters, 58(1), 17-29.
- Pesaran, M. H., & Shin, Y. (1999). An autoregressive distributed lag modeling approach to cointegration analysis. In S. Strom (Ed.), Econometrics and Economic Theory in the 20th Century (pp. 371-413). Cambridge: Cambridge University Press.
- Pesaran, M. H., Shin, Y., & Smith, R. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326.
- Poudel, B. N., Paudel, K. P., & Bhattarai, K. (2009). Searching for an environmental Kuznets curve in carbon dioxide pollutant in Latin American countries. Journal of Agricultural and Applied Economics, 41(1), 13-27.
- Raggad, B. (2018). Carbon dioxide emissions, economic growth, energy use, and urbanization in Saudi Arabia: Evidence from the ARDL approach and impulse saturation break tests. Environmental Science and Pollution Research, 25(15), 14882-14898.
- Saboori, B., & Sulaiman, J. (2013). Environmental degradation, economic growth and energy consumption: Evidence of the environmental Kuznets curve in Malaysia. Energy Policy, 60, 892-905.
- Shahbaz, M., Bhattacharya, M., & Mahalik, M. K. (2017). Financial development, industrialization, the role of institutions and government: A comparative analysis between India and China. Applied Economics, 50(17), 1952-1977.
- Shahbaz, M., Dube, S., Ozturk, I., & Jalil, A. (2015). Testing the environmental Kuznets curve hypothesis in Portugal. International Journal of Energy Economics and Policy, 5(2), 475-481.
- Shapiro, S. S., & Wilk, M. B. (1972). An analysis of variance test for the exponential distribution (complete samples). Technometrics, 14(2), 355-370.
- Sinha, A., & Shahbaz, M. (2018). Estimation of Environmental Kuznets Curve for CO2 emission: Role of renewable energy generation in India. Renewable Energy, 119, 703-711.
- Soytas, U., & Sari, R. (2009). Energy consumption, economic growth, and carbon emissions: Challenges faced by an EU candidate member. Ecological Economics, 68(6), 1667-1675.
- Stern, D. I. (2004). The rise and fall of the environmental Kuznets curve. World Development, 32(8), 1419-1439.
- Stock, J. H., & Watson, M. W. (1993). A simple estimator of cointegrating vectors in higher order integrated systems. Econometrica, 61(4), 783-820.
- Taher, H. (2020). Financial development and economic growth impact on the environmental degradation in Lebanon. International Journal of Energy Economics and Policy, 10(3), 311-316.
- Tamazian, A., Chousa, J. P., & Vadlamannati, K. C. (2009). Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries. Energy Policy, 37(1), 246-253.
- Tutulmaz, O. (2015). Environmental Kuznets curve time series application for Turkey: Why controversial results exist for similar modes? Renewable and Sustainable Energy Reviews, 50, 73-81.
- World Bank. (2024). World Development Report 2024: Economic Growth in Middle-Income Countries.
- Yule, G. U. (1926). Why do we sometimes get nonsense-correlations between time-series? A study in sampling and the nature of time-series. Journal of the Royal Statistical Society, 89(1), 1-63.
- Zambrano-Monserrate, M. A., Carvajal-Lara, C., & Urgiles-Sanchez, R. (2018). Is there an inverted U-shaped curve? The empirical analysis of the Environmental Kuznets Curve in Singapore. Asia-Pacific Journal of Accounting & Economics, 25(1/2), 145-162.
- Zhang, Y.-J. (2011). The impact of financial development on carbon emissions: An empirical analysis in China. Energy Policy, 39(4), 2197-2203.