The technology innovation paradox in Asia’s leading innovative economies: the importance of renewable energy and green financing
DOI: https://doi.org/10.3846/tede.2025.23722Abstract
The present study investigates the influence of green energy, technological innovation, financial development, natural resources, trade, and economic growth on environmental quality in four technologically innovative economies in Asia using data from 1990 to 2021. By adopting a holistic approach, it addresses gaps in the literature that often focus on isolated factors or regions. The findings provide actionable insights for policymakers to reconcile economic growth with ecological sustainability, offering a blueprint for sustainable development in Asia’s technological hubs. The Panel ARDL approach is used to evaluate the impacts in both the long and short term. Furthermore, we performed robustness tests using panel least squares, panel FMOLS, and panel DOLS techniques. The study’s findings indicate that technological innovation, financial development, and trade all have a long-term positive impact on environmental quality in Asia’s technologically innovative economies. However, green energy, natural resources, and economic progress had a negative impact on CO2 emissions. The findings from panel least squares, panel FMOLS, and DOLS also showed that technological innovation, financial development, and trade enhance the environmental quality. This investigation aims to assist policymakers in creating comprehensive plan that promotes environmental sustainability via technological improvements and renewable energy sources, with an emphasis on economic growth.
First publihed online 05 June 2025
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green energy, technological innovation, CO2 emission, environmental sustainability, financial development, natural resourcesHow to Cite
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References
Acheampong, A. O., Dzator, J., Dzator, M., & Salim, R. (2022). Unveiling the effect of transport infrastructure and technological innovation on economic growth, energy consumption and CO2 emissions. Technological Forecasting and Social Change, 182, Article 121843. https://doi.org/10.1016/j.techfore.2022.121843> https://doi.org/10.1016/j.techfore.2022.121843
Adebayo, T. S., Ullah, S., Kartal, M. T., Ali, K., Pata, U. K., & Ağa, M. (2023). Endorsing sustainable development in BRICS: The role of technological innovation, renewable energy consumption, and natural resources in limiting carbon emission. Science of the Total Environment, 859, Article 160181. https://doi.org/10.1016/j.scitotenv.2022.160181> https://doi.org/10.1016/j.scitotenv.2022.160181
Ahmad, M. I., Ma, H., Shen, Q., Rehman, A., & Oxley, L. (2024). Climate change variability adaptation and farmers decisions of farm exit and survival in Pakistan. Climate Services, 33, Article 100437. https://doi.org/10.1016/j.cliser.2023.100437> https://doi.org/10.1016/j.cliser.2023.100437
Ahmed, F., Ali, I., Kousar, S., & Ahmed, S. (2022). The environmental impact of industrialization and foreign direct investment: Empirical evidence from Asia-Pacific region. Environmental Science and Pollution Research, 29, 29778–29792. https://doi.org/10.1007/s11356-021-17560-w> https://doi.org/10.1007/s11356-021-17560-w
Alexeev, M., & Conrad, R. (2009). The elusive curse of oil. The Review of Economics and Statistics, 91(3), 586–598. https://doi.org/10.1162/rest.91.3.586> https://doi.org/10.1162/rest.91.3.586
Alper, A., & Oguz, O. (2016). The role of renewable energy consumption in economic growth: Evidence from asymmetric causality. Renewable and Sustainable Energy Reviews, 60, 953–959. https://doi.org/10.1016/j.rser.2016.01.123> https://doi.org/10.1016/j.rser.2016.01.123
Ashraf, M. Z., Wei, W., Usman, M., & Mushtaq, S. (2024). How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment? Resources Policy, 88, Article 104456. https://doi.org/10.1016/j.resourpol.2023.104456> https://doi.org/10.1016/j.resourpol.2023.104456
Auty, R. (2002). Sustaining development in mineral economies: The resource curse thesis. Routledge. https://doi.org/10.4324/9780203422595> https://doi.org/10.4324/9780203422595
Avcı, P., Sarıgül, S. S., Karataşer, B., Çetin, M., & Aslan, A. (2024). Analysis of the relationship between tourism, green technological innovation and environmental quality in the top 15 most visited countries: Evidence from method of moments quantile regression. Clean Technologies and Environmental Policy, 26, 2337–2355. https://doi.org/10.1007/s10098-023-02708-8> https://doi.org/10.1007/s10098-023-02708-8
Çetin, M., & Ecevit, E. (2015). Urbanization, energy consumption and CO2 emissions in Sub-Saharan countries: A panel cointegration and causality analysis. Journal of Economics and Development Studies, 3(2), 66–76. https://doi.org/10.15640/jeds.v3n2a7> https://doi.org/10.15640/jeds.v3n2a7
Çetin, M., Ecevit, E., & Yucel, A. G. (2018). Structural breaks, urbanization and CO2 emissions: Evidence from Turkey. Journal of Applied Economics & Business Research, 8(2), 122–139.
Çetin, M., Aslan, A., & Sarıgül, S. S. (2022). Analysis of the dynamics of environmental degradation for 18 upper middle-income countries: The role of financial development. Environmental Science and Pollution Research, 29, 64647–64664. https://doi.org/10.1007/s11356-022-20290-2> https://doi.org/10.1007/s11356-022-20290-2
Çetin, M., Sarıgül, S. S., Topcu, B. A., Alvarado, R., & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30, 100340–100359. https://doi.org/10.1007/s11356-023-29467-9> https://doi.org/10.1007/s11356-023-29467-9
Çetin, M., Ozturk, I., Sumerli Sarigul, S., Murshed, M., & Kilavuz, E. (2024). Nexus between technological innovation and environmental pollution in selected OECD countries. Natural Resources Forum, 49, 841–862. https://doi.org/10.1111/1477-8947.12458> https://doi.org/10.1111/1477-8947.12458
Chen, Y., & Lee, C.-C. (2020). Does technological innovation reduce CO2 emissions? Cross-country evidence. Journal of Cleaner Production, 263, Article 121550. https://doi.org/10.1016/j.jclepro.2020.121550> https://doi.org/10.1016/j.jclepro.2020.121550
Chiu, Y.-B., & Lee, C.-C. (2020). Effects of financial development on energy consumption: The role of country risks. Energy Economics, 90, Article 104833. https://doi.org/10.1016/j.eneco.2020.104833> https://doi.org/10.1016/j.eneco.2020.104833
Davis, G. A. (1995). Learning to love the Dutch disease: Evidence from the mineral economies. World Development, 23(10), 1765–1779. https://doi.org/10.1016/0305-750X(95)00071-J> https://doi.org/10.1016/0305-750X(95)00071-J
Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014> https://doi.org/10.1016/j.econmod.2012.02.014
Fang, Z., Gao, X., & Sun, C. (2020). Do financial development, urbanization and trade affect environmental quality? Evidence from China. Journal of Cleaner Production, 259, Article 120892. https://doi.org/10.1016/j.jclepro.2020.120892> https://doi.org/10.1016/j.jclepro.2020.120892
Fousteris, A. E., Didaskalou, E. A., Tsogas, M.-M. H., & Georgakellos, D. A. (2018). The environmental strategy of businesses as an option under recession in Greece. Sustainability, 10(12), Article 4399. https://doi.org/10.3390/su10124399> https://doi.org/10.3390/su10124399
Grossman, G. M. (1995). Pollution and growth: What do we know? In I. Goldin & L. A. Winters (Eds.), The economics of sustainable development (pp. 19–46). Cambridge University Press. https://doi.org/10.1017/CBO9780511751905.003> https://doi.org/10.1017/CBO9780511751905.003
Gyamfi, B. A., Agozie, D. Q., & Bekun, F. V. (2022). Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era? Technology in Society, 70, Article 102037. https://doi.org/10.1016/j.techsoc.2022.102037> https://doi.org/10.1016/j.techsoc.2022.102037
Hao, Y., Wang, L. O., & Lee, C. C. (2020). Financial development, energy consumption and China’s economic growth: New evidence from provincial panel data. International Review of Economics & Finance, 69, 1132–1151. https://doi.org/10.1016/j.iref.2018.12.006> https://doi.org/10.1016/j.iref.2018.12.006
Haseeb, A., Xia, E., Danish, Baloch, M. A., & Abbas, K. (2018). Financial development, globalization, and CO2 emission in the presence of EKC: Evidence from BRICS countries. Environmental Science and Pollution Research, 25, 31283–31296. https://doi.org/10.1007/s11356-018-3034-7> https://doi.org/10.1007/s11356-018-3034-7
Hashmi, R., & Alam, K. (2019). Dynamic relationship among environmental regulation, innovation, CO2 emissions, population, and economic growth in OECD countries: A panel investigation. Journal of Cleaner Production, 231, 1100–1109. https://doi.org/10.1016/j.jclepro.2019.05.325> https://doi.org/10.1016/j.jclepro.2019.05.325
He, L., Liu, R., Zhong, Z., Wang, D., & Xia, Y. (2019). Can green financial development promote renewable energy investment efficiency? A consideration of bank credit. Renewable Energy, 143, 974–984. https://doi.org/10.1016/j.renene.2019.05.059> https://doi.org/10.1016/j.renene.2019.05.059
Hsu, P.-H., Tian, X., & Xu, Y. (2014). Financial development and innovation: Cross-country evidence. Journal of Financial Economics, 112, 116–135. https://doi.org/10.1016/j.jfineco.2013.12.002> https://doi.org/10.1016/j.jfineco.2013.12.002
Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53–74. https://doi.org/10.1016/S0304-4076(03)00092-7> https://doi.org/10.1016/S0304-4076(03)00092-7
Jahanger, A., Usman, M., Kousar, R., & Balsalobre-Lorente, D. (2023). Implications for optimal abatement path through the deployment of natural resources, human development, and energy consumption in the era of digitalization. Resources Policy, 86, Article 104165. https://doi.org/10.1016/j.resourpol.2023.104165> https://doi.org/10.1016/j.resourpol.2023.104165
Ji, X., Zhang, Y., Mirza, N., Umar, M., & Rizvi, S. K. A. (2021). The impact of carbon neutrality on the investment performance: Evidence from the equity mutual funds in BRICS. Journal of Environmental Management, 297, Article 113228. https://doi.org/10.1016/j.jenvman.2021.113228> https://doi.org/10.1016/j.jenvman.2021.113228
Jin, W., Zhang, H.-Q., Liu, S.-S., & Zhang, H.-B. (2019). Technological innovation, environmental regulation, and green total factor efficiency of industrial water resources. Journal of Cleaner Production, 211, 61–69. https://doi.org/10.1016/j.jclepro.2018.11.172> https://doi.org/10.1016/j.jclepro.2018.11.172
Khan, A., Chenggang, Y., Hussain, J., Bano, S., & Nawaz, A. (2020). Natural resources, tourism development, and energy-growth-CO2 emission nexus: A simultaneity modeling analysis of BRI countries. Resources Policy, 68, Article 101751. https://doi.org/10.1016/j.resourpol.2020.101751> https://doi.org/10.1016/j.resourpol.2020.101751
Kihombo, S., Ahmed, Z., Chen, S., Adebayo, T. S., & Kirikkaleli, D. (2021). Linking financial development, economic growth, and ecological footprint: What is the role of technological innovation? Environmental Science and Pollution Research, 28, 61235–61245. https://doi.org/10.1007/s11356-021-14993-1> https://doi.org/10.1007/s11356-021-14993-1
Kraus, S., Rehman, S. U., & García, F. J. S. (2020). Corporate social responsibility and environmental performance: The mediating role of environmental strategy and green innovation. Technological Forecasting and Social Change, 160, Article 120262. https://doi.org/10.1016/j.techfore.2020.120262> https://doi.org/10.1016/j.techfore.2020.120262
Kudratova, S., Huang, X., & Zhou, X. (2018). Sustainable project selection: Optimal project selection considering sustainability under reinvestment strategy. Journal of Cleaner Production, 203, 469-481. https://doi.org/10.1016/j.jclepro.2018.08.259> https://doi.org/10.1016/j.jclepro.2018.08.259
Langnel, Z., Amegavi, G. B., Donkor, P., & Mensah, J. K. (2021). Income inequality, human capital, natural resource abundance, and ecological footprint in ECOWAS member countries. Resources Policy, 74, Article 102255. https://doi.org/10.1016/j.resourpol.2021.102255> https://doi.org/10.1016/j.resourpol.2021.102255
Lei, J., Lin, S., Khan, M. R., Xie, S., Sadiq, M., Ali, R., Bashir, M. F., Shahzad, L., Eldin, S., & Amin, A. H. (2022). Research trends of board characteristics and firms’ environmental performance: Research directions and agenda. Sustainability, 14(21), Article 14296. https://doi.org/10.3390/su142114296> https://doi.org/10.3390/su142114296
Lin, R.-J., Tan, K.-H., & Geng, Y. (2013). Market demand, green product innovation, and firm performance: Evidence from Vietnam motorcycle industry. Journal of Cleaner Production, 40, 101–107. https://doi.org/10.1016/j.jclepro.2012.01.001> https://doi.org/10.1016/j.jclepro.2012.01.001
Liu, G., Wang, B., & Zhang, N. (2016). A coin has two sides: Which one is driving China’s green TFP growth? Economic Systems, 40(3), 481–498. https://doi.org/10.1016/j.ecosys.2015.12.004> https://doi.org/10.1016/j.ecosys.2015.12.004
Liu, X., Wang, E., & Cai, D. (2019). Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China. Finance Research Letters, 29, 129–135. https://doi.org/10.1016/j.frl.2019.03.014> https://doi.org/10.1016/j.frl.2019.03.014
Ma, Y., Fan, Y., & Razzaq, A. (2023). Influence of technical efficiency and globalization on sustainable resources management: Evidence from South Asian countries. Resources Policy, 81, Article 103281. https://doi.org/10.1016/j.resourpol.2022.103281> https://doi.org/10.1016/j.resourpol.2022.103281
Mahmood, A., Farooq, A., Akbar, H., Ghani, H. U., & Gheewala, S. H. (2023). An integrated approach to analyze the progress of developing economies in Asia toward the sustainable development goals. Sustainability, 15(18), Article 13645. https://doi.org/10.3390/su151813645> https://doi.org/10.3390/su151813645
Managi, S., Hibiki, A., & Tsurumi, T. (2009). Does trade openness improve environmental quality? Journal of Environmental Economics and Management, 58(3), 346–363. https://doi.org/10.1016/j.jeem.2009.04.008> https://doi.org/10.1016/j.jeem.2009.04.008
Marin, G. (2014). Do eco-innovations harm productivity growth through crowding out? Results of an extended CDM model for Italy. Research Policy, 43(2), 301–317. https://doi.org/10.1016/j.respol.2013.10.015> https://doi.org/10.1016/j.respol.2013.10.015
Mayer, C. (2002). Financing the new economy: Financial institutions and corporate governance. Information Economics and Policy, 14(2), 311–326. https://doi.org/10.1016/S0167-6245(01)00072-5> https://doi.org/10.1016/S0167-6245(01)00072-5
Mehmood, U. (2021). Contribution of renewable energy towards environmental quality: The role of education to achieve sustainable development goals in G11 countries. Renewable Energy, 178, 600–607. https://doi.org/10.1016/j.renene.2021.06.118> https://doi.org/10.1016/j.renene.2021.06.118
Mohamed, M. M. A., Liu, P., & Nie, G. (2022). Causality between technological innovation and economic growth: Evidence from the economies of developing countries. Sustainability, 14(6), Article 3586. https://doi.org/10.3390/su14063586> https://doi.org/10.3390/su14063586
Nassani, A. A., Aldakhil, A. M., Abro, M. M. Q., & Zaman, K. (2017). Environmental Kuznets curve among BRICS countries: Spot lightening finance, transport, energy and growth factors. Journal of Cleaner Production, 154, 474–487. https://doi.org/10.1016/j.jclepro.2017.04.025> https://doi.org/10.1016/j.jclepro.2017.04.025
Ntanos, S., Skordoulis, M., Kyriakopoulos, G., Arabatzis, G., Chalikias, M., Galatsidas, S., Batzios, A., & Katsarou, A. (2018). Renewable energy and economic growth: Evidence from European countries. Sustainability, 10(8), Article 2626. https://doi.org/10.3390/su10082626> https://doi.org/10.3390/su10082626
Omri, A. (2020). Technological innovation and sustainable development: Does the stage of development matter? Environmental Impact Assessment Review, 83, Article 106398. https://doi.org/10.1016/j.eiar.2020.106398> https://doi.org/10.1016/j.eiar.2020.106398
Owen, R., Brennan, G., & Lyon, F. (2018). Enabling investment for the transition to a low carbon economy: Government policy to finance early stage green innovation. Current Opinion in Environmental Sustainability, 31, 137–145. https://doi.org/10.1016/j.cosust.2018.03.004> https://doi.org/10.1016/j.cosust.2018.03.004
Persyn, D., & Westerlund, J. (2008). Error-correction–based cointegration tests for panel data. The STATA Journal, 8(2), 232–241. https://doi.org/10.1177/1536867X0800800205> https://doi.org/10.1177/1536867X0800800205
Pesaran, M. H. (2015). Testing weak cross-sectional dependence in large panels. Econometric Reviews, 34(6–10), 1089–1117. https://doi.org/10.1080/07474938.2014.956623> https://doi.org/10.1080/07474938.2014.956623
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50–93. https://doi.org/10.1016/j.jeconom.2007.05.010> https://doi.org/10.1016/j.jeconom.2007.05.010
Poberezhna, A. (2018). Addressing water sustainability with blockchain technology and green finance. In Transforming climate finance and green investment with blockchains (pp. 189–196). Academic Press. https://doi.org/10.1016/B978-0-12-814447-3.00014-8> https://doi.org/10.1016/B978-0-12-814447-3.00014-8
Razzaq, A., Sharif, A., An, H., & Aloui, C. (2022). Testing the directional predictability between carbon trading and sectoral stocks in China: New insights using cross-quantilogram and rolling window causality approaches. Technological Forecasting and Social Change, 182, Article 121846. https://doi.org/10.1016/j.techfore.2022.121846> https://doi.org/10.1016/j.techfore.2022.121846
Saud, S., Haseeb, A., Zafar, M. W., & Li, H. (2023). Articulating natural resource abundance, economic complexity, education and environmental sustainability in MENA countries: Evidence from advanced panel estimation. Resources Policy, 80, Article 103261. https://doi.org/10.1016/j.resourpol.2022.103261> https://doi.org/10.1016/j.resourpol.2022.103261
Schiederig, T., Tietze, F., & Herstatt, C. (2012). Green innovation in technology and innovation management – an exploratory literature review. R&D Management, 42(2), 180–192. https://doi.org/10.1111/j.1467-9310.2011.00672.x> https://doi.org/10.1111/j.1467-9310.2011.00672.x
Seman, N. A. A., Govindan, K., Mardani, A., Zakuan, N., Saman, M. Z. M., Hooker, R. E., & Ozkul, S. (2019). The mediating effect of green innovation on the relationship between green supply chain management and environmental performance. Journal of Cleaner Production, 229, 115–127. https://doi.org/10.1016/j.jclepro.2019.03.211> https://doi.org/10.1016/j.jclepro.2019.03.211
Sethi, P., Chakrabarti, D., & Bhattacharjee, S. (2020). Globalization, financial development and economic growth: Perils on the environmental sustainability of an emerging economy. Journal of Policy Modeling, 42(3), 520–535. https://doi.org/10.1016/j.jpolmod.2020.01.007> https://doi.org/10.1016/j.jpolmod.2020.01.007
Shahbaz, M., Van Hoang, T. H., Mahalik, M. K., & Roubaud, D. (2017). Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis. Energy Economics, 63, 199–212. https://doi.org/10.1016/j.eneco.2017.01.023> https://doi.org/10.1016/j.eneco.2017.01.023
Shao, S., & Razzaq, A. (2022). Does composite fiscal decentralization reduce trade-adjusted resource consumption through institutional governance, human capital, and infrastructure development? Resources Policy, 79, Article 103034. https://doi.org/10.1016/j.resourpol.2022.103034> https://doi.org/10.1016/j.resourpol.2022.103034
Sharma, G. D., Tiwari, A. K., Erkut, B., & Mundi, H. S. (2021). Exploring the nexus between non-renewable and renewable energy consumptions and economic development: Evidence from panel estimations. Renewable and Sustainable Energy Reviews, 146, Article 111152. https://doi.org/10.1016/j.rser.2021.111152> https://doi.org/10.1016/j.rser.2021.111152
Sharma, G. D., Verma, M., Shahbaz, M., Gupta, M., & Chopra, R. (2022). Transitioning green finance from theory to practice for renewable energy development. Renewable Energy, 195, 554–565. https://doi.org/10.1016/j.renene.2022.06.041> https://doi.org/10.1016/j.renene.2022.06.041
Shen, Y., Su, Z.-W., Malik, M. Y., Umar, M., Khan, Z., & Khan, M. (2021). Does green investment, financial development and natural resources rent limit carbon emissions? A provincial panel analysis of China. Science of the Total Environment, 755, Article 142538. https://doi.org/10.1016/j.scitotenv.2020.142538> https://doi.org/10.1016/j.scitotenv.2020.142538
Singh, S. K., Del Giudice, M., Chierici, R., & Graziano, D. (2020). Green innovation and environmental performance: The role of green transformational leadership and green human resource management. Technological Forecasting and Social Change, 150, Article 119762. https://doi.org/10.1016/j.techfore.2019.119762> https://doi.org/10.1016/j.techfore.2019.119762
Stijns, J.-P. C. (2005). Natural resource abundance and economic growth revisited. Resources Policy, 30(2), 107–130. https://doi.org/10.1016/j.resourpol.2005.05.001> https://doi.org/10.1016/j.resourpol.2005.05.001
Sun, Y., Ajaz, T., & Razzaq, A. (2022). How infrastructure development and technical efficiency change caused resources consumption in BRICS countries: Analysis based on energy, transport, ICT, and financial infrastructure indices. Resources Policy, 79, Article 102942. https://doi.org/10.1016/j.resourpol.2022.102942> https://doi.org/10.1016/j.resourpol.2022.102942
Sun, Y., Usman, M., Radulescu, M., Pata, U. K., & Balsalobre-Lorente, D. (2024). New insights from the STIPART model on how environmental-related technologies, natural resources and the use of the renewable energy influence load capacity factor. Gondwana Research, 129, 398–411. https://doi.org/10.1016/j.gr.2023.05.018> https://doi.org/10.1016/j.gr.2023.05.018
Tahir, T., Luni, T., Majeed, M. T., & Zafar, A. (2021). The impact of financial development and globalization on environmental quality: Evidence from South Asian economies. Environmental Science and Pollution Research, 28, 8088–8101. https://doi.org/10.1007/s11356-020-11198-w> https://doi.org/10.1007/s11356-020-11198-w
Tamazian, A., & Rao, B. B. (2010). Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies. Energy Economics, 32(1), 137–145. https://doi.org/10.1016/j.eneco.2009.04.004> https://doi.org/10.1016/j.eneco.2009.04.004
Tang, D. Y., & Zhang, Y. (2020). Do shareholders benefit from green bonds? Journal of Corporate Finance, 61, Article 101427. https://doi.org/10.1016/j.jcorpfin.2018.12.001> https://doi.org/10.1016/j.jcorpfin.2018.12.001
Tian, T. (2017). Promote the transformation and upgrading of the manufacturing industry and help “Made in China 2025”. China Association for Science and Technology established a consortium of intelligent manufacturing societies. Science & Technology Review, (1), 159–159.
Topcu, E., Altinoz, B., & Aslan, A. (2020). Global evidence from the link between economic growth, natural resources, energy consumption, and gross capital formation. Resources Policy, 66, Article 101622. https://doi.org/10.1016/j.resourpol.2020.101622> https://doi.org/10.1016/j.resourpol.2020.101622
Umar, M., Ji, X., Kirikkaleli, D., & Xu, Q. (2020a). COP21 Roadmap: Do innovation, financial development, and transportation infrastructure matter for environmental sustainability in China? Journal of Environmental Management, 271, Article 111026. https://doi.org/10.1016/j.jenvman.2020.111026> https://doi.org/10.1016/j.jenvman.2020.111026
Umar, M., Ji, X., Kirikkaleli, D., Shahbaz, M., & Zhou, X. (2020b). Environmental cost of natural resources utilization and economic growth: Can China shift some burden through globalization for sustainable development? Sustainable Development, 28(6), 1678–1688. https://doi.org/10.1002/sd.2116> https://doi.org/10.1002/sd.2116
Wang, J. S. (2021a). Exploring biometric identification in FinTech applications based on the modified TAM. Financial Innovation, 7, Article 42. https://doi.org/10.1186/s40854-021-00260-2> https://doi.org/10.1186/s40854-021-00260-2
Wang, X. (2021b). Determinants of ecological and carbon footprints to assess the framework of environmental sustainability in BRICS countries: A panel ARDL and causality estimation model. Environmental Research, 197, Article 111111. https://doi.org/10.1016/j.envres.2021.111111> https://doi.org/10.1016/j.envres.2021.111111
Wang, H., Cui, H., & Zhao, Q. (2021a). Effect of green technology innovation on green total factor productivity in China: Evidence from spatial durbin model analysis. Journal of Cleaner Production, 288, Article 125624. https://doi.org/10.1016/j.jclepro.2020.125624> https://doi.org/10.1016/j.jclepro.2020.125624
Wang, R., Tan, J., & Yao, S. (2021b). Are natural resources a blessing or a curse for economic development? The importance of energy innovations. Resources Policy, 72, Article 102042. https://doi.org/10.1016/j.resourpol.2021.102042> https://doi.org/10.1016/j.resourpol.2021.102042
Wang, X., Zhao, H., & Bi, K. (2021c). The measurement of green finance index and the development forecast of green finance in China. Environmental and Ecological Statistics, 28, 263–285. https://doi.org/10.1007/s10651-021-00483-7> https://doi.org/10.1007/s10651-021-00483-7
Wang, E. Z., Lee, C. C., & Li, Y. (2022a). Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries. Energy Economics, 105, Article 105748. https://doi.org/10.1016/j.eneco.2021.105748> https://doi.org/10.1016/j.eneco.2021.105748
Wang, S., Wang, X., & Lu, B. (2022b). Is resource abundance a curse for green economic growth? Evidence from developing countries. Resources Policy, 75, Article 102533. https://doi.org/10.1016/j.resourpol.2021.102533> https://doi.org/10.1016/j.resourpol.2021.102533
Wang, R., Usman, M., Radulescu, M., Cifuentes-Faura, J., & Balsalobre-Lorente, D. (2023). Achieving ecological sustainability through technological innovations, financial development, foreign direct investment, and energy consumption in developing European countries. Gondwana Research, 119, 138–152. https://doi.org/10.1016/j.gr.2023.02.023> https://doi.org/10.1016/j.gr.2023.02.023
Wei, S., Wei, W., & Umut, A. (2023). Do renewable energy consumption, technological innovation, and international integration enhance environmental sustainability in Brazil? Renewable Energy, 202, 172–183. https://doi.org/10.1016/j.renene.2022.11.074> https://doi.org/10.1016/j.renene.2022.11.074
Wen, J., Mughal, N., Zhao, J., Shabbir, M. S., Niedbała, G., Jain, V., & Anwar, A. (2021). Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission. Energy Policy, 153, Article 112230. https://doi.org/10.1016/j.enpol.2021.112230> https://doi.org/10.1016/j.enpol.2021.112230
World Economics Research. (2024). Country GDP as a share of global GDP. https://www.worldeconomics.com/Indicator-Data/Economic-Size/Country-Share-of-Global-GDP.aspx> https://www.worldeconomics.com/Indicator-Data/Economic-Size/Country-Share-of-Global-GDP.aspx
Worldometer. (n.d.). CO2 emissions by country. https://www.worldometers.info/co2-emissions/co2-emissions-by-country/> https://www.worldometers.info/co2-emissions/co2-emissions-by-country/
Xue, X., & Wang, Z. (2021). Impact of finance pressure on energy intensity: Evidence from China’s manufacturing sectors. Energy, 226, Article 120220. https://doi.org/10.1016/j.energy.2021.120220> https://doi.org/10.1016/j.energy.2021.120220
Yang, W. J., & Mo, Q. J. (2020). Research on natural resource dependence and economic growth – an empirical analysis based on panel data of resource-based cities in Gansu. Science Technology and Economy, 196(4), 100–104.
Yi, S., Abbasi, K. R., Hussain, K., Albaker, A., & Alvarado, R. (2023). Environmental concerns in the United States: Can renewable energy, fossil fuel energy, and natural resources depletion help? Gondwana Research, 117, 41–55. https://doi.org/10.1016/j.gr.2022.12.021> https://doi.org/10.1016/j.gr.2022.12.021
Yuan, H., Feng, Y., Lee, C.-C., & Cen, Y. (2020). How does manufacturing agglomeration affect green economic efficiency? Energy Economics, 92, Article 104944. https://doi.org/10.1016/j.eneco.2020.104944> https://doi.org/10.1016/j.eneco.2020.104944
Zafar, M. W., Zaidi, S. A. H., Khan, N. R., Mirza, F. M., Hou, F., & Kirmani, S. A. A. (2019). The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States. Resources Policy, 63, Article 101428. https://doi.org/10.1016/j.resourpol.2019.101428> https://doi.org/10.1016/j.resourpol.2019.101428
Žarković, M., Lakić, S., Ćetković, J., Pejović, B., Redzepagic, S., Vodenska, I., & Vujadinović, R. (2022). Effects of renewable and non-renewable energy consumption, GHG, ICT on sustainable economic growth: Evidence from old and new EU countries. Sustainability, 14(15), Article 9662. https://doi.org/10.3390/su14159662> https://doi.org/10.3390/su14159662
Zeraibi, A., Balsalobre-Lorente, D., & Shehzad, K. (2020). Examining the asymmetric nexus between energy consumption, technological innovation, and economic growth; does energy consumption and technology boost economic development? Sustainability, 12(21), Article 8867. https://doi.org/10.3390/su12218867> https://doi.org/10.3390/su12218867
Zhang, Y.-J. (2011). The impact of financial development on carbon emissions: An empirical analysis in China. Energy Policy, 39(4), 2197–2203. https://doi.org/10.1016/j.enpol.2011.02.026> https://doi.org/10.1016/j.enpol.2011.02.026
Zhang, C., & Liu, C. (2015). The impact of ICT industry on CO2 emissions: A regional analysis in China. Renewable and Sustainable Energy Reviews, 44, 12–19. https://doi.org/10.1016/j.rser.2014.12.011> https://doi.org/10.1016/j.rser.2014.12.011
Zhou, X., Tang, X., & Zhang, R. (2020). Impact of green finance on economic development and environmental quality: A study based on provincial panel data from China. Environmental Science and Pollution Research, 27, 19915–19932. https://doi.org/10.1007/s11356-020-08383-2> https://doi.org/10.1007/s11356-020-08383-2
Ziaei, S. M. (2015). Effects of financial development indicators on energy consumption and CO2 emission of European, East Asian and Oceania countries. Renewable and Sustainable Energy Reviews, 42, 752–759. https://doi.org/10.1016/j.rser.2014.10.085> https://doi.org/10.1016/j.rser.2014.10.085
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