Abstract
This study aims at investigating the dynamics of environmental degradation by focusing on the financial development-CO2 emissions link. In this purpose, economic growth, renewable energy consumption, trade openness and urbanization are integrated into the CO2 emissions model as other explanatory variables. In this study, 18 upper-middle-income countries with the highest growth rate in the world are examined for the period 1990–2018 by AMG method, which considers the cross-sectional dependence and slope heterogeneity. In addition, the causal linkages between variables are explored by Dumitrescu-Hurlin panel bootstrap causality technique. As a result of the study, it is found that financial development and renewable energy consumption reduce CO2 emissions. In addition, it is determined that economic growth, urbanization, and trade openness deteriorate the environmental quality. As a result of causality analysis, while one-way is found from renewable energy consumption to CO2 emissions, a bidirectional causality is observed between financial development and CO2 emissions. Empirical findings provide several policy suggestions that decrease CO2 emissions in these countries.
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References
Abbasi F, Raiz K (2016) CO2 emissions and financial development in an emerging economy: an augmented VAR approach. Energy Policy 90:102–114. https://doi.org/10.1016/j.enpol.2015.12.017
Acheampong AO (2018) Economic growth, CO2 emissions and energy consumption: what causes what and where? Energy Econ 74:677–692. https://doi.org/10.1016/j.eneco.2018.07.022
Acheampong AO, Amponsah M, Boateng E (2020) Does financial development mitigate carbon emissions? Evidence from heterogeneous financial economies. Energy Econ 88:104768. https://doi.org/10.1016/j.eneco.2020.104768
Adams S, Nsiah C (2019) Reducing carbon dioxide emissions; does renewable energy matter? Sci Total Environ 693:133288. https://doi.org/10.1016/j.scitotenv.2019.07.094
Adebayo S, Rjoub H, Akinsola GD (2022) The asymmetric effects of renewable energy consumption and trade openness on carbon emissions in Sweden: new evidence from quantile-on-quantile regression approach. Environ Sci Pollut Res 29:1875–1886. https://doi.org/10.1007/s11356-021-15706-4
Ahmad M, Khan Z, Ur Rahman Z, Khan S (2018) Does financial development asymmetrically affect CO2 emissions in China? An application of the nonlinear autoregressive distributed lag (NARDL) model. Carbon Manag 9(6):631–644. https://doi.org/10.1080/17583004.2018.1529998
Ahmad M, Zhao Z-Y, Li H (2019) Revealing stylized empirical interactions among construction sector, urbanization, energy consumption, economic growth and CO2 emissions in China. Sci Total Environ 657:1085–1098. https://doi.org/10.1016/j.scitotenv.2018.12.112
Ahmad M, Jiang P, Murshed M, Shehzad K, Akram R, Cui L, Khan Z (2021) Modelling the dynamic linkages between eco-innovation, urbanization, economic growth and ecological footprints for G7 countries: does financial globalization matter? Sustain Cities Soc 70:102881. https://doi.org/10.1016/j.scs.2021.102881
Ahmed K, Rehman MU, Ozturk I (2017) What drives carbon dioxide emissions in the long-run? Evidence from selected south Asian countries. Renew Sustain Energy Rev 70:1142–1153. https://doi.org/10.1016/j.rser.2016.12.018
Akadiri AC, Saint AS, Gungor H (2019) The role of natural gas consumption in Saudi Arabia’s output and its implication for trade and environmental quality. Energy Policy 129:230–238. https://doi.org/10.1016/j.enpol.2019.02.001
Alcalá F, Ciccone A (2004) Trade and productivity. The Q J Econ 119(2):613–646. https://www.jstor.org/stable/25098695
Ali R, Khuda B, Yasin MA (2019) Impact of urbanization on CO2 emissions in emerging economy: evidence from Pakistan. Sustain Cities Soc 48:101553. https://doi.org/10.1016/j.scs.2019.101553
Al-Mulali U, Ozturk I (2016) The investigation of environmental Kuznets curve hypothesis in the advanced economies: the role of energy prices. Renew Sust Energ Rev 54:1622–1631
Al-mulali U, Tang CF, Ozturk I (2015) Estimating the environment Kuznets curve hypothesis: evidence from Latin America and the Caribbean countries. Renew Sustain Energy Rev 50:918–924. https://doi.org/10.1016/j.rser.2015.05.017
Antweiler W, Copeland BR, Taylor MS (2001) Is free trade good for the environment? Am Econ Rev 91:877–908. https://doi.org/10.3386/w6707
Apergis N, Ben Jebli M, Ben Youssef S (2018) Does renewable energy consumption and health expenditures decrease carbon dioxide emissions? Evidence for sub-Saharan Africa countries. Renew Energy 127:1011–1016. https://doi.org/10.1016/j.renene.2018.05.043
Apergis N, Payne JE, Menyah K, Wolde-Rufael Y (2010) On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth. Ecol Econ 69:2255e2260. https://doi.org/10.1016/j.ecolecon.2010.06.014
Atsu F, Adams S, Adjei J (2021) ICT, energy consumption, financial development, and environmental degradation in South Africa. Heliyon 7(7):e07328. https://doi.org/10.1016/j.heliyon.2021.e07328
Aye GC, Edoja PE (2017) Effect of economic growth on CO2 emission in developing countries: evidence from a dynamic panel threshold model. Cogent Econ Financ 5(1):1379239. https://doi.org/10.1080/23322039.2017.1379239
Balsalobre-Lorente D, Shahbaz M, Roubaud D, Farhani S (2018) How economic growth, renewable electricity and natural resources contribute to CO2 emissions? Energy Policy 113:356–367. https://doi.org/10.1016/j.enpol.2017.10.050
Bekhet HA, Othman NS (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. https://doi.org/10.1016/j.eneco.2018.03.028
Bekun FV, Alola AA, Sarkodie SA (2019) Toward a sustainable environment: Nexus between CO2 emissions, resource rent, renewable and nonrenewable energy in 16-EU countries. Sci Total Environ 657:1023–1029. https://doi.org/10.1016/j.scitotenv.2018.12.104
Ben Jebli M, Ben Youssef S, Ozturk I (2015) The role of renewable energy consumption and trade: environmental Kuznets curve analysis for sub-Saharan Africa countries. Afr Dev Rev 27:288–300. https://doi.org/10.1111/1467-8268.12147
Bilgili F, Koçak E, Bulut Ü (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited environmental Kuznets curve approach. Renew Sustain Energy Rev 54:838–845. https://doi.org/10.1016/j.rser.2015.10.080
Boutabba MA (2014) The impact of financial development, income, energy and trade on carbon emissions: evidence from the Indian economy. Econ Model 40:33–41. https://doi.org/10.1016/j.econmod.2014.03.005
Bulut U (2017) The impacts of non-renewable and renewable energy on CO2 emissions in Turkey. Environ Sci Pollut Res 24:15416–15426. https://doi.org/10.1007/s11356-017-9175-2
Cetin M, Ecevit E, Yucel AG (2018) The impact of economic growth, energy consumption, trade openness, and financial development on carbon emissions: empirical evidence from Turkey. Environ Sci Pollut Res 25:36589–36603. https://doi.org/10.1007/s11356-018-3526-5
Charfeddine L, Kahia M (2019) Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: a panel vector autoregressive (PVAR) analysis. Renew Energy 139:198–213. https://doi.org/10.1016/j.renene.2019.01.010
Cheng Z, Hu X (2022) The effects of urbanization and urban sprawl on CO2 emissions in China. Environ Dev Sustain. https://doi.org/10.1007/s10668-022-02123-x
Chudik M, Pesaran H, Tosetti E (2011) Weak and strong cross-section dependence and estimation of large panels. Econ J 14(1):C45-C90. https://www.jstor.org/stable/23127216
Danish, Zhang B, Wang B, Wang Z (2017) Role of renewable energy and non-renewable energy consumption on EKC: evidence from Pakistan. J Clean Prod 156:855–864. https://doi.org/10.1016/j.jclepro.2017.03.203
Danish, Baloch MA, Mahmood N, Zhang JW (2019) Effect of natural resources, renewable energy and economic development on CO2 emissions in BRICS countries. Sci Total Environ 678:632–638. https://doi.org/10.1016/j.scitotenv.2019.05.028
Dauda L, Long X, Nyarko CMM, Salman M, Boamah KB, Ampon-Wireko S, Dogbe CSK (2021) Innovation, trade openness and CO2 emissions in selected countries in Africa. J Clean Prod 281:125143. https://doi.org/10.1016/j.jclepro.2020.125143
Destek MA, Aslan A (2020) Disaggregated renewable energy consumption and environmental pollution nexus in G-7 countries. Renew Energy 151:1298–1306. https://doi.org/10.1016/j.renene.2019.11.138
Dimnwobi SK, Ekesiobi C, Madichie CV, Asongu SA (2021) Population dynamics and environmental quality in Africa. Sci Total Environ 797:149172. https://doi.org/10.1016/j.scitotenv.2021.149172
Dogan E, Ozturk I (2017) The influence of renewable and non-renewable energy consumption and real income on CO2 emissions in the USA: Evidence from structural break tests. Environ Sci Pollut Res 24:10846–10854. https://doi.org/10.1007/s11356-017-8786-y
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
Dong K, Sun R, Jiang H, Zeng X (2018) CO2 emissions, economic growth, and the environmental Kuznets curve in China: what roles can nuclear energy and renewable energy play? J Clean Prod 196:51–63. https://doi.org/10.1016/j.jclepro.2018.05.271
Dong K, Dong X, Jiang Q (2020) How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels. World Econ 43:1665–1698. https://doi.org/10.1111/twec.12898
Dou Y, Zhao Y, Malik MN, Dong K (2021) Assessing the impact of trade openness on CO2 emissions: evidence from China-Japan-ROK FTA countries. J Environ Manage 296:113241. https://doi.org/10.1016/j.jenvman.2021.113241
Doytch N, Narayan S (2016) Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption. Energy Econ 54:291–301. https://doi.org/10.1016/j.eneco.2015.12.010
Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014
Eberhardt M, Bond S (2009) Cross-sectional dependence in nonstationary panel models: a novel estimator. MPRA Paper 17692, University Library of Munich
Eberhardt M, Teal F (2010) Productivity analysis in global manufacturing production. Discussion Paper 515, Department of Economics
Ertugrul HM, Cetin M, Seker F, Dogan E (2016) The impact of trade openness on global carbon dioxide emissions: evidence from the top ten emitters among developing countries. Ecol Ind 67:543–555. https://doi.org/10.1016/j.ecolind.2016.03.027
Essandoh OK, Islam M, Kakinaka M (2020) Linking international trade and foreign direct investment to CO2 emissions: any differences between developed and developing countries? Sci Total Environ 712:136437. https://doi.org/10.1016/j.scitotenv.2019.136437
Gok A (2020) The role of financial development on carbon emissions: a meta regression analysis. Environ Sci Pollut Res 27:11618–11636. https://doi.org/10.1007/s11356-020-07641-7
Gokmenoglu KK, Amin MY, Taspinar N (2015) The relationship among international trade, financial development and economic growth: the case of Pakistan. Proc Econ Financ 25:489–496. https://doi.org/10.1016/S2212-5671(15)00761-3
Gozgor G (2017) Does trade matter for carbon emissions in OECD countries? Evidence from a new trade openness measure. Environ Sci Pollut Res 24:27813–27821. https://doi.org/10.1007/s11356-017-0361-z
Hanif I (2018) Impact of economic growth, nonrenewable and renewable energy consumption, and urbanization on carbon emissions in sub-Saharan Africa. Environ Sci Pollut Res 25(15):15057–15067. https://doi.org/10.1007/s11356-018-1753-4
Hasanov FJ, Liddle B, Mikayilov JI (2018) The impact of international trade on CO2 emissions in oil exporting countries: territory vs consumption emissions accounting. Energy Econ 74:343–350. https://doi.org/10.1016/j.eneco.2018.06.004
Hussain M, Ye Z, Bashir A, Chaudhry NI, Zhao Y (2021) A nexus of natural resource rents, institutional quality, human capital, and financial development in resource-rich high-income economies. Resour Policy 74:102259. https://doi.org/10.1016/j.resourpol.2021.102259
Ibrahim M, Vo WV (2021) Exploring the relationships among innovation, financial sector development and environmental pollution in selected industrialized countries. J Environ Manage 284:112057. https://doi.org/10.1016/j.jenvman.2021.112057
Islam M, Irfan M, Shahbaz M, Vo XV (2022) Renewable and non-renewable energy consumption in Bangladesh: the relative influencing profiles of economic factors, urbanization, physical infrastructure and institutional quality. Renew Energy 184:1130–1149. https://doi.org/10.1016/j.renene.2021.12.020
Jahanger A, Usman M, Ahmad P (2021) A step towards sustainable path: the effect of globalization on China’s carbon productivity from panel threshold approach. Environ Sci Pollut Res 29:8353–8368. https://doi.org/10.1007/s11356-021-16317-9
Javid M, Sharif F (2016) Environmental Kuznets curve and financial development in Pakistan. Renew Sustain Energy Rev 54:406–414. https://doi.org/10.1016/j.rser.2015.10.019
Jayanthakumaran K, Verma R, Liu Y (2012) CO2 emissions, energy consumption, trade and income: a comparative analysis of China and India. Energy Policy 42:450–460. https://doi.org/10.1016/j.enpol.2011.12.010
Kais S, Sami H (2016) An econometric study of the impact of economic growth and energy use on carbon emissions: panel data evidence from fifty eight countries. Renew Sustain Energy Review 59:1101–1110. https://doi.org/10.1016/j.rser.2016.01.054
Kao C (1999) Spurious regression and residual-based tests for co-integration in panel data. J Econ 90(1):1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
Khan M, Ozturk I (2021) Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. J Environ Manage 293:112812. https://doi.org/10.1016/j.jenvman.2021.112812
Kim SW, Lee K, Nam K (2010) The relationship between CO2 emissions and economic growth: the case of Korea with nonlinear evidence. Energy Policy 38:5938–5946. https://doi.org/10.1016/j.enpol.2010.05.047
Koc S, Bulus GC (2020) Testing validity of the EKC hypothesis in South Korea: role of renewable energy and trade openness. Environ Sci Pollut Res 27:29043–29054. https://doi.org/10.1007/s11356-020-09172-7
Ma C, Stern DI (2008) China’s changing energy intensity trend: a decomposition analysis. Energy Economics 30(3):1037–1053. https://doi.org/10.1016/j.eneco.2007.05.005
Magazzino C (2016) The relationship between CO2 emissions, energy consumption and economic growth in Italy. Int J Sustain Energy 35(9):844–857
Managi S, Hibiki A, Tsurumi T (2009) Does trade openness improve environmental quality? J Environ Econ Manag 58:346–363. https://doi.org/10.1016/j.jeem.2009.04.008
Zhu HM, You W-H, Zeng Z-F (2012) Urbanization and CO2 emissions: a semi-parametric panel data analysis. Econ Lett 117(3):848–850. https://doi.org/10.1016/j.econlet.2012.09.001
Muhammad S, Long X, Salman M, Dauda L (2020) Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries. Energy 196:117102. https://doi.org/10.1016/j.energy.2020.117102
Menyah K, Wolde-Rufael Y (2010) Energy consumption, pollutant emissions and economic growth in South Africa. Energy Econ 32(6):1374–1382
Paramati SR, Alam MS, Lau CKM (2018) The effect of tourism investment on tourism development and CO2 emissions: empirical evidence from the EU nations. J Sustain Tour 26(9):1587–1607
Munasinghe M (1999) Is environmental degradation an inevitable consequence of economic growth: tunneling through the environmental Kuznets curve. Ecol Econ 29:89–109. https://doi.org/10.1016/S0921-8009(98)00062-7
Paramatia SR, Mo D, Gupta R (2017) The effects of stock market growth and renewable energy use on CO2 emissions: evidence from G20 countries. Energy Econ 66:360–371. https://doi.org/10.1016/j.eneco.2017.06.025
Pata UK (2018) Renewable energy consumption, urbanization, financial development, income and CO2 emissions in Turkey: testing EKC hypothesis with structural breaks. J Clean Prod 187:770–779. https://doi.org/10.1016/j.jclepro.2018.03.236
Pazienza P (2019) The impact of FDI in the OECD manufacturing sector on CO2 emission: evidence and policy issues. Environ Impact Assess Rev 77:60–68. https://doi.org/10.1016/j.eiar.2019.04.002
Pesaran MH (2004) General diagnostic tests for cross section dependence in panels, Cambridge: Cambridge working papers in economics no. 0435, Faculty of Economics, University of Cambridge
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econom 22(2):265–312. https://doi.org/10.1002/jae.951
Pesaran MH, Yamagata T (2007) Testing slope homogeneity in large panels. J Econ 142(1):50–93. https://doi.org/10.1016/j.jeconom.2007.05.010
Pedroni (2004) Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an applicaton to the PPP hypothesis. Economet Theor 20:597–625. https://doi.org/10.1017/S0266466604203073
Qin L, Hou Y, Miao X, Zhang X, Rahim S, Kirikkaleli D (2021) Revisiting financial development and renewable energy electricity role in attaining China’s carbon neutrality target. J Environ Manage 297:113335. https://doi.org/10.1016/j.jenvman.2021.113335
Saboori B, Sulaiman J, Mohd S (2012) Economic growth and CO2 emissions in Malaysia: a cointegration analysis of the environmental Kuznets curve. Energy Policy 51:184–191. https://doi.org/10.1016/j.enpol.2012.08.065
Sadorsky P (2014) The effect of urbanization on CO2 emissions in emerging economies. Energy Econ 41:147–153. https://doi.org/10.1016/j.eneco.2013.11.007
Salahuddin M, Gow J, Ozturk I (2015) Is the long-run relationship between economic growth, electricity consumption, carbon dioxide emissions and financial development in Gulf Cooperation Council Countries robust? Renew Sustain Energy Rev 51:317–326. https://doi.org/10.1016/j.rser.2015.06.005
Salman M, Zha D, Wang G (2022) Interplay between urbanization and ecological footprints: differential roles of indigenous and foreign innovations in ASEAN-4. Environ Sci Policy 127:161–180. https://doi.org/10.1016/j.envsci.2021.10.016
Sánchez-Chóliz J, Duarte R (2004) CO2 emissions embodied in international trade: evidence for Spain. Energy Policy 32(18):1999–2005. https://doi.org/10.1016/S0301-4215(03)00199-X
Sarkodie SA (2018) The invisible hand and EKC hypothesis: what are the drivers of environmental degradation and pollution in Africa? Environ Sci Pollut Res 25(22):21993–22022. https://doi.org/10.1007/s11356-018-2347-x
Shafiei S, Salim RH (2014) Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: a comparative analysis. Energy Policy 66:547–556. https://doi.org/10.1016/j.enpol.2013.10.064
Shahbaz M, Sinha A (2019) Environmental Kuznets curve for CO2 emissions: a literature survey. Journal of Economic Studies 46(1):106–168. https://doi.org/10.1108/JES-09-2017-0249
Shahbaz M, Hye QMA, Tiwari AK, Leitão NC (2013a) Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew Sustain Energy Rev 25:109–121. https://doi.org/10.1016/j.rser.2013.04.009
Shahbaz M, Solarin SA, Mahmood H, Arouri M (2013b) Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis. Econ Model 35:145–152. https://doi.org/10.1016/j.econmod.2013.06.037
Shahbaz M, Tiwari AK, Nasir M (2013c) The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa. Energy Policy 61:1452–1459. https://doi.org/10.1016/j.enpol.2013.07.006
Shahbaz M, Hye QMA, Tiwari AK, Leitao NC (2013d) Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew Sustain Energy Rev 25:109–121. https://doi.org/10.1016/j.rser.2013.04.009
Shahbaz M, Nasir MA, Roubaud D (2018) Environmental degradation in France: the effects of FDI, financial development, and energy innovations. Energ Econ 74:843–857
Shahbaz M, Mallick H, Mahalik MK, Loganathan N (2015) Does globalization impede environmental quality in India? Ecol Ind 52:379–393. https://doi.org/10.1016/j.ecolind.2014.12.025
Shahbaz M, Shahzad SJH, Ahmad N, Alam S (2016) Financial development and environmental quality: the way forward. Energy Policy 98:353–364. https://doi.org/10.1016/j.enpol.2016.09.002
Sharma R, Shahbaz M, Kautish P, Vo XV (2021) Does energy consumption reinforce environmental pollution? Evidence from emerging Asian economies. J Environ Manage 297:113272. https://doi.org/10.1016/j.jenvman.2021.113272
Sheng P, Guo X (2016) The long-run and short-run impacts of urbanization on carbon dioxide emissions. Econ Model 53:208–215. https://doi.org/10.1016/j.econmod.2015.12.006
Sinha A, Shahbaz M (2018) Estimation of environmental Kuznets curve for CO2 emission: role of renewable energy generation in India. Renew Energy 119:703–711. https://doi.org/10.1016/j.renene.2017.12.058
Smulders S, Toman M, Withagen C (2014) Growth theory and ‘green growth’. Oxford Rev Econ Policy 30(3):423–446. http://oxrep.oxfordjournals.org
Sun Y, Ak A, Serener B, Xiong D (2020) Natural resource abundance and financial development: a case study of emerging seven (E-7) economies. Resour Policy 67:101660. https://doi.org/10.1016/j.resourpol.2020.101660
Tamazian A, Chousa JP, Vadlamannati KC (2009) Does higher economic and financial development lead to environmental degradation: evidence from BRIC countries. Energy Policy 37(1):246–253. https://doi.org/10.1016/j.enpol.2008.08.025
Uddin GA, Salahuddin M, Alam K, Gow J (2017) Ecological footprint and real income: panel data evidence from the 27 highest emitting countries. Ecol Ind 77:166–175. https://doi.org/10.1016/j.ecolind.2017.01.003
Usman M, Kousar R, Yaseen MR (2020) An empirical nexus between economic growth, energy utilization, trade policy, and ecological footprint: a continent-wise comparison in upper-middle-income countries. Environ Sci Pollut Res 27:38995–39018. https://doi.org/10.1007/s11356-020-09772-3
Usman M, Balsalobre-Lorente D, Jahanger A, Ahmad P (2022b) Pollution concern during globalization mode in financially resource-rich countries: do financial development, natural resources, and renewable energy consumption matter? Renew Energy 183:90–102. https://doi.org/10.1016/j.renene.2021.10.067
Usman M, Kousar R, Makhdum MSA (2022a) Do financial development, economic growth, energy consumption, and trade openness contribute to increase carbon emission in Pakistan? An insight based on ARDL bound testing approach. Environ Dev Sustain https://doi.org/10.1007/s10668-021-02062-z
Vo DH, Nguyen NT, Vo AT, Ho CM, Nguyen TC (2021) Does the Kuznets curve apply for financial development and environmental degradation in the Asia-Pacific region? Heliyon 7(4):e06708. https://doi.org/10.1016/j.heliyon.2021.e06708
Wang Q, Wang X, Li R (2022) Does urbanization redefine the environmental Kuznets curve? An empirical analysis of 134 Countries. Sustain Cities Soc 76:103382. https://doi.org/10.1016/j.scs.2021.103382
Withagen C, Smulders S (2012) Green growth: lessons from growth theory. The World Bank Policy Research Working Paper No. 6230. https://www.greengrowthknowledge.org
World Bank (2021) World development indicators. Washington, D.C
Wolde-Rufael Y, Weldemeskel EM (2020) Environmental policy stringency, renewable energy consumption and CO2 emissions: panel cointegration analysis for BRIICTS countries. Int J Green Energy 17(10):568 582. https://doi.org/10.1080/15435075.2020.1779073
Xue C, Shahbaz M, Ahmed Z, Ahmad M (2022) Clean energy consumption, economic growth, and environmental sustainability: what is the role of economic policy uncertainty? Renew Energy 184:899–907. https://doi.org/10.1016/j.renene.2021.12.006
Yang QC, Chen X, Chang CP, Chen D, Hao Y (2021) What is the relationship between government response and COVID-19 pandemics? Global evidence of 118 countries. Struct Chang Econ Dyn 59:98–107. https://doi.org/10.1016/j.strueco.2021.08.007
Yao F, Zhu H, Wang M (2021) The impact of multiple dimensions of urbanization on CO2 emissions: a spatial and threshold analysis of panel data on China’s prefecture-level cities. Sustain Cities Soc 73:103113. https://doi.org/10.1016/j.scs.2021.103113
Yilanci V, Ozgur O (2019) The asymmetric effects of foreign direct investment on clean energy consumption in BRICS countries: a recently introduced hidden cointegration test. J Clean Prod 237:117786. https://doi.org/10.1016/j.jclepro.2019.117786
Yu J, Tang YM, Chau KY, Nazar R, Ali S, Iqbal W (2022) Role of solar-based renewable energy in mitigating CO2 emissions: evidence from quantile-on-quantile estimation. Renew Energy 182:216–226. https://doi.org/10.1016/j.renene.2021.10.002
Yunfeng Y, Laike Y (2010) China’s foreign trade and climate change: a case study of CO2 emissions. Energy Policy 38(1):350–356. https://doi.org/10.1016/j.enpol.2009.09.025
Yusuf AM, Abubakar AB, Mamman SO (2020) Relationship between greenhouse gas emission, energy consumption, and economic growth: evidence from some selected oil-producing African countries. Environ Sci Pollut Res 27:15815–15823. https://doi.org/10.1007/s11356-020-08065-z
Zafar MW, Zaidi SAH, Sinha A, Gedikli A, Hou F (2019) The role of stock market and banking sector development, and renewable energy consumption in carbon emissions: insights from G-7 and N-11 countries. Resour Policy 62:427–436. https://doi.org/10.1016/j.resourpol.2019.05.003
Zafar MW, Shahbaz M, Sinha A, Sengupta T, Qin Q (2020) How renewable energy consumption contribute to environmental quality? The role of education in OECD countries. J Clean Prod 268:122149. https://doi.org/10.1016/j.jclepro.2020.122149
Zarzoso IM, Maruotti A (2011) The impact of urbanization on CO2 emissions: evidence from developing countries. Ecol Econ 70(7):1344–1353. https://doi.org/10.1016/j.ecolecon.2011.02.009
Zeng C, Lindsay C, Stringer TL (2021) The spatial spillover effect of fossil fuel energy trade on CO2 emissions. Energy 223:120038. https://doi.org/10.1016/j.energy.2021.120038
Zhang S, Liu X, Bae J (2017) Does trade openness affect CO2 emissions: evidence from ten newly industrialized countries? Environ Sci Pollut Res 24:17616–17625. https://doi.org/10.1007/s11356-017-9392-8
Zhang GL, Zhang N, Liao WM (2018) How do population and land urbanization affect CO2 emissions under gravity center change? A spatial econometric analysis. J Clean Prod 202(510–523):510–523. https://doi.org/10.1016/j.jclepro.2018.08.146
Zhang S, Li Z, Ning X, Li L (2021) Gauging the impacts of urbanization on CO2 emissions from the construction industry: evidence from China. J Environ Manage 288:112440. https://doi.org/10.1016/j.jenvman.2021.112440
Zhao B, Yang W (2020) Does financial development influence CO2 emissions? A Chinese Province-Level Study. Energy 200:117523. https://doi.org/10.1016/j.energy.2020.117523
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AA: writing–original draft, conceptualization. SSS and MÇ: writing–original draft. MÇ and SSS: data curation. AA and MÇ: supervision, project administration.
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Çetin, M., Aslan, A. & Sarıgül, S.S. Analysis of the dynamics of environmental degradation for 18 upper middle-income countries: the role of financial development. Environ Sci Pollut Res 29, 64647–64664 (2022). https://doi.org/10.1007/s11356-022-20290-2
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DOI: https://doi.org/10.1007/s11356-022-20290-2