Abstract
The BRICS comprise of group of emerging market economies which are committed to achieving the Sustainable Development Goals agenda of the United Nations by the end of the year 2030. In this regard, it is critically important for these nations to sustain their annual rise in their economic growth rates while simultaneously declining the rate of discharge of carbon dioxide emissions. Against this backdrop, this study aims to investigate how financial development, greater primary energy consumption, and technological innovation affect the prospects of the BRICS nations in achieving economic and environmental sustainability. Considering the period from 1990 to 2020 and utilizing methods that are robust to working with cross-sectionally dependent, heterogeneous, and endogenous panel data, the key analytical findings derived in this study reveal that higher levels of financial development, primary energy consumption, and technological innovation boost the per capita economic growth rates of the BRICS nations. Besides, technological innovation also moderates the financial development–economic growth and the primary energy consumption–economic growth nexuses by jointly boosting economic growth rates with these two macroeconomic variables. On the other hand, financial development and higher primary energy consumption are seen to boost the annual per capita carbon dioxide emission growth in these emerging nations, while technological innovation is observed to do the opposite. Furthermore, technological innovation is witnessed to moderate the nexus between energy use and economic growth to further reduce the emission growth rate in the BRICS nations. Accordingly, a set of policies are recommended to the concerned governments in order to enable the BRICS nations to attain the Sustainable Development Goals agenda.
Similar content being viewed by others
Data availability
Data sources are duly mentioned.
References
Abbasi KR, Hussain K, Haddad AM, Salman A, Ozturk I (2022) The role of financial development and technological innovation towards sustainable development in Pakistan: fresh insights from consumption and territory-based emissions. Technol Forecast Soc Chang 176:121444
Abeka MJ, Andoh E, Gatsi JG, Kawor S (2021) Financial development and economic growth nexus in SSA economies: the moderating role of telecommunication development. Cogent Econ Financ 9(1):1862395
Adebayo TS, Ramzan M, Iqbal HA, Awosusi AA, Akinsola GD (2021) The environmental sustainability effects of financial development and urbanization in Latin American countries. Environ Sci Pollut Res 28(41):57983–57996
Adebayo TS, Akadiri SS, Akanni EO, Sadiq-Bamgbopa Y (2022) Does political risk drive environmental degradation in BRICS countries? Evidence from method of moments quantile regression. Environ Sci Pollut Res 29(21):32287–32297
Ahmad M, Işık C, Jabeen G, Ali T, Ozturk I, Atchike DW (2021) Heterogeneous links among urban concentration, non-renewable energy use intensity, economic development, and environmental emissions across regional development levels. Sci Total Environ 765:144527
Ahmed K, Ozturk I (2018) What new technology means for the energy demand in China? A sustainable development perspective. Environ Sci Pollut Res 25(29):29766–29771
Ahmed Z, Zhang B, Cary M (2021) Linking economic globalization, economic growth, financial development, and ecological footprint: Evidence from symmetric and asymmetric ARDL. Ecol Ind 121:107060
Akram R, Chen F, Khalid F, Huang G, Irfan M (2021) Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: a fixed effect panel quantile regression analysis. Energy 215:119019
Alam MS (2022) Is trade, energy consumption and economic growth threat to environmental quality in Bahrain–evidence from VECM and ARDL bound test approach. Intl J Emergency Services. https://doi.org/10.1108/IJES-12-2021-0084
Ali U, Guo Q, Kartal MT, Nurgazina Z, Khan ZA, Sharif A (2022) The impact of renewable and non-renewable energy consumption on carbon emission intensity in China: Fresh evidence from novel dynamic ARDL simulations. J Environ Manage 320:115782
Alkhateeb TTY, Mahmood H (2019) Energy consumption and trade openness nexus in Egypt: Asymmetry analysis. Energies 12(10):2018
Anakpo G, Oyenubi A (2022) Technological innovation and economic growth in Southern Africa: application of panel dynamic OLS regression. Dev South Afr. https://doi.org/10.1080/0376835X.2022.2052017
Anser MK, Syed QR, Apergis N (2021) Does geopolitical risk escalate CO2 emissions? Evidence from the BRICS countries. Environ Sci Pollut Res 28(35):48011–48021
Apergis N, Tang CF (2013) Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries. Energy Economics 38:24–31
Aslan A, Ocal O, Ozsolak B, Ozturk I (2022) Renewable energy and economic growth relationship under the oil reserve ownership: evidence from panel VAR approach. Renewable Energy 188:402–410
Ateba BB, Prinsloo JJ, Gawlik R (2019) The significance of electricity supply sustainability to industrial growth in South Africa. Energy Rep 5:1324–1338
Awodumi OB, Adewuyi AO (2020) The role of non-renewable energy consumption in economic growth and carbon emission: evidence from oil producing economies in Africa. Energ Strat Rev 27:100434
Aziz N, Mihardjo LW, Sharif A, Jermsittiparsert K (2020) The role of tourism and renewable energy in testing the environmental Kuznets curve in the BRICS countries: fresh evidence from methods of moments quantile regression. Environ Sci Pollut Res 27(31):39427–39441
Balsalobre-Lorente D, Leitão NC (2020) The role of tourism, trade, renewable energy use and carbon dioxide emissions on economic growth: evidence of tourism-led growth hypothesis in EU-28. Environ Sci Pollut Res 27(36):45883–45896
Bandyopadhyay A, Rej S (2021) Can nuclear energy fuel an environmentally sustainable economic growth? Revisiting the EKC hypothesis for India. Environ Sci Pollut Res 28(44):63065–63086
Ben Lahouel B, Taleb L, Managi S, Guesmi K (2022) The threshold effects of ICT on CO2 emissions: evidence from the MENA countries. Environ Econ Policy Stud. https://doi.org/10.1007/s10018-022-00346-w
Bhat JA (2018) Renewable and non-renewable energy consumption—impact on economic growth and CO2 emissions in five emerging market economies. Environ Sci Pollut Res 25(35):35515–35530
Bouyghrissi S, Murshed M, Jindal A, Berjaoui A, Mahmood H, Khanniba M (2022) The importance of facilitating renewable energy transition for abating CO2 emissions in Morocco. Environ Sci Pollut Res 29(14):20752–20767
Breusch TS, Pagan AR (1979) A simple test for heteroscedasticity and random coefficient variation. Econometrica 47(5):1287–1294
British Petroleum (2022) BP Statistical Review of World Energy 2021. Available at http://www.bp.com/statisticalreview. Accessed on 22.2.2022
Cao S, Nie L, Sun H, Sun W, Taghizadeh-Hesary F (2021) Digital finance, green technological innovation and energy-environmental performance: evidence from China’s regional economies. J Clean Prod 327:129458
Chen Y, Lee CC (2020) Does technological innovation reduce CO2 emissions? Cross-country evidence. J Clean Prod 263:121550
Cheng C, Ren X, Dong K, Dong X, Wang Z (2021) How does technological innovation mitigate CO2 emissions in OECD countries? Heterogeneous analysis using panel quantile regression. J Environ Manage 280:111818
Chudik A, Pesaran MH (2015) Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. J Econ 188(2):393–420
Churchill SA, Inekwe J, Ivanovski K, Smyth R (2021) Transport infrastructure and CO2 emissions in the OECD over the long run. Transp Res Part d: Transp Environ 95:102857
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
Depren SK, Kartal MT, Çelikdemir NÇ, Depren Ö (2022) Energy consumption and environmental degradation nexus: A systematic review and meta-analysis of fossil fuel and renewable energy consumption. Ecol Informatics 70:101747. https://doi.org/10.1016/j.ecoinf.2022.101747
Dingru L, Ramzan M, Irfan M, Gülmez Ö, Isik H, Adebayo TS, Husam R (2021) The role of renewable energy consumption towards carbon neutrality in BRICS nations: does globalization matter? Front Environ Sci 569
Ditzen J (2021) Estimating long-run effects and the exponent of cross-sectional dependence: An update to xtdcce2. Stand Genomic Sci 21(3):687–707
Dogan E, Altinoz B, Madaleno M, Taskin D (2020) The impact of renewable energy consumption to economic growth: a replication and extension of. Energy Econ 90:104866
Dong K, Sun R, Hochman G (2017) Do natural gas and renewable energy consumption lead to less CO2 emission? Empirical evidence from a panel of BRICS countries. Energy 141:1466–1478
Dong K, Sun R, Li H, Liao H (2018) Does natural gas consumption mitigate CO2 emissions: testing the environmental Kuznets curve hypothesis for 14 Asia-Pacific countries. Renew Sustain Energy Rev 94:419–429
Dong K, Wang B, Zhao J, Taghizadeh-Hesary F (2022) Mitigating carbon emissions by accelerating green growth in China. Econ Anal Policy. https://doi.org/10.1016/j.eap.2022.05.011
Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29(4):1450–1460
Ehigiamusoe KU, Majeed MT, Dogan E (2022) The nexus between poverty, inequality and environmental pollution: evidence across different income groups of countries. J Clean Prod 341:130863
Grossman GM, Krueger AB (1995) Economic growth and the environment. Quart J Econ 110(2):353–377
Habiba U, Xinbang C (2022) The impact of financial development on CO2 emissions: new evidence from developed and emerging countries. Environ Sci Pollut Res 29(21):31453–31466
Haftu GG (2019) Information communications technology and economic growth in Sub-Saharan Africa: a panel data approach. Telecommun Policy 43(1):88–99
Hamid I, Alam MS, Kanwal A, Jena PK, Murshed M, Alam R (2022) Decarbonization pathways: the roles of foreign direct investments, governance, democracy, economic growth, and renewable energy transition. Environ Sci Pollut Res 29:49816–49831
Hassan ST, Xia E, Huang J, Khan NH, Iqbal K (2019) Natural resources, globalization, and economic growth: evidence from Pakistan. Environ Sci Pollut Res 26(15):15527–15534
Huang Y, Haseeb M, Usman M, Ozturk I (2022) Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries? Technol Soc 68:101853
Ibrahim M, Alagidede P (2018) Effect of financial development on economic growth in sub-Saharan Africa. J Policy Model 40(6):1104–1125
Ibrahim RL, Ozturk I, Al-Faryan MAS, Al-Mulali U (2022) Exploring the nexuses of disintegrated energy consumption, structural change, and financial development on environmental sustainability in BRICS: modulating roles of green innovations and regulatory quality. Sustain Energy Technol Assess 53:102529
Islam MM, Sohag K, Alam MM (2022a) Mineral import demand and clean energy transitions in the top mineral-importing countries. Resour Policy 78:102893
Islam MM, Sohag K, Hammoudeh S, Mariev O, Samargandi N (2022b) Minerals import demands and clean energy transitions: a disaggregated analysis. Energy Econ 106205
Jahanger A, Usman M, Murshed M, Mahmood H, Balsalobre-Lorente D (2022) The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations. Resour Policy 76:102569
Jiang Q, Rahman ZU, Zhang X, Islam MS (2022a) An assessment of the effect of green innovation, income, and energy use on consumption-based CO2 emissions: Empirical evidence from emerging nations BRICS. J Clean Prod 365:132636
Jiang Q, Rahman ZU, Zhang X, Guo Z, Xie Q (2022b) An assessment of the impact of natural resources, energy, institutional quality, and financial development on CO2 emissions: evidence from the B&R nations. Resour Policy 76:102716
Jones CI (2019) Paul Romer: Ideas, nonrivalry, and endogenous growth. Scand J Econ 121(3):859–883
Kahouli B (2018) The causality link between energy electricity consumption, CO2 emissions, R&D stocks and economic growth in Mediterranean countries (MCs). Energy 145:388–399
Kartal MT (2022) The role of consumption of energy, fossil sources, nuclear energy, and renewable energy on environmental degradation in top-five carbon producing countries. Renew Energy 184:871–880
Kartal MT, Depren SK, Kirikkaleli D, Depren O, Khan U (2022a) Asymmetric and long-run impact of political stability on consumption-based carbon dioxide emissions in Finland: Evidence from nonlinear and Fourier-based approaches. J Environ Manage 321:116043. https://doi.org/10.1016/j.jenvman.2022.116043
Kartal MT, Kılıç Depren S, Ayhan F, Depren Ö (2022b) Impact of renewable and fossil fuel energy consumption on environmental degradation: evidence from USA by nonlinear approaches. Int J Sust Dev World Ecol. https://doi.org/10.1080/13504509.2022.2087115
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
Khan MA, Khan MA, Ahmed M, Khan K (2022a) Environmental consequences of financial development in emerging and growth-leading economies: a multidimensional assessment. Borsa Istanbul Rev 22(4):668–677
Khan S, Murshed M, Ozturk I, Khudoykulov K (2022b) The roles of energy efficiency improvement, renewable electricity production, and financial inclusion in stimulating environmental sustainability in the Next Eleven countries. Renewable Energy 193:1164–1176. https://doi.org/10.1016/j.renene.2022.05.065
Koondhar MA, Shahbaz M, Ozturk I, Randhawa AA, Kong R (2021) Revisiting the relationship between carbon emission, renewable energy consumption, forestry, and agricultural financial development for China. Environ Sci Pollut Res 28(33):45459–45473
Koseoglu A, Yucel AG, Ulucak R (2022) Green innovation and ecological footprint relationship for a sustainable development: evidence from top 20 green innovator countries. Sustain Dev. https://doi.org/10.1002/sd.2294
Le HP, Sarkodie SA (2020) Dynamic linkage between renewable and conventional energy use, environmental quality and economic growth: evidence from emerging market and developing economies. Energy Rep 6:965–973
Lee CC, Lee CC (2022) How does green finance affect green total factor productivity? Evidence from China. Energy Econ 107:105863
Li X, Ozturk I, Majeed MT, Hafeez M, Ullah S (2022) Considering the asymmetric effect of financial deepening on environmental quality in BRICS economies: Policy options for the green economy. J Clean Prod 331:129909
Mahmood H (2020) CO2 emissions, financial development, trade, and income in North America: a spatial panel data approach. SAGE Open 10(4):2158244020968085
Majeed MT, Ozturk I, Samreen I, Luni T (2022) Evaluating the asymmetric effects of nuclear energy on carbon emissions in Pakistan. Nucl Eng Technol 54(5):1664–1673
Meirun T, Mihardjo LW, Haseeb M, Khan SAR, Jermsittiparsert K (2021) The dynamics effect of green technology innovation on economic growth and CO2 emission in Singapore: new evidence from bootstrap ARDL approach. Environ Sci Pollut Res 28(4):4184–4194
Murshed M (2020) An empirical analysis of the non-linear impacts of ICT-trade openness on renewable energy transition, energy efficiency, clean cooking fuel access and environmental sustainability in South Asia. Environ Sci Pollut Res 27(29):36254–36281
Murshed M, Khan U, Khan AM, Ozturk I (2022) Can energy productivity gains harness the carbon dioxide-inhibiting agenda of the Next 11 countries? Implications for achieving sustainable development. Sust Dev. https://doi.org/10.1002/sd.2393
Nepal R, Paija N (2019) Energy security, electricity, population and economic growth: the case of a developing South Asian resource-rich economy. Energy Policy 132:771–781
Osei MJ, Kim J (2020) Foreign direct investment and economic growth: is more financial development better? Econ Model 93:154–161
Ouyang Y, Li P (2018) On the nexus of financial development, economic growth, and energy consumption in China: new perspective from a GMM panel VAR approach. Energy Econ 71:238–252
Paramati SR, Sinha A, Dogan E (2017) The significance of renewable energy use for economic output and environmental protection: evidence from the Next 11 developing economies. Environ Sci Pollut Res 24(15):13546–13560
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Economet 22(2):265–312
Pesaran MH (2021) General diagnostic tests for cross-sectional dependence in panels. Empir Econ 60(1):13–50
Pesaran MH, Yamagata T (2008) Testing slope homogeneity in large panels. J Econ 142(1):50–93
Polat B (2021) The impact of renewable and nonrenewable energy consumption on economic growth: a dynamic panel data approach. Asia-Pac J Account Econ 28(5):592–603
Prettner K (2019) A note on the implications of automation for economic growth and the labor share. Macroecon Dyn 23(3):1294–1301
Raghutla C, Chittedi KR (2021) Financial development, real sector and economic growth: evidence from emerging market economies. Int J Financ Econ 26(4):6156–6167
Rahim S, Murshed M, Umarbeyli S, Kirikkaleli D, Ahmad M, Tufail M, Wahab S (2021) Do natural resources abundance and human capital development promote economic growth? A study on the resource curse hypothesis in Next Eleven countries. Resour Environ Sustain 4:100018
Rahman MM, Alam K (2022) Impact of industrialization and non-renewable energy on environmental pollution in Australia: do renewable energy and financial development play a mitigating role? Renewable Energy. https://doi.org/10.1016/j.renene.2022.06.012
Rahman MM, Velayutham E (2020) Renewable and non-renewable energy consumption-economic growth nexus: new evidence from South Asia. Renewable Energy 147:399–408
Ramzan M, Raza SA, Usman M, Sharma GD, Iqbal HA (2022) Environmental cost of non-renewable energy and economic progress: do ICT and financial development mitigate some burden? J Clean Prod 333:130066
Rehman A, Ma H, Ozturk I, Murshed M, Dagar V (2021) The dynamic impacts of CO2 emissions from different sources on Pakistan’s economic progress: a roadmap to sustainable development. Environ Dev Sustain 23(12):17857–17880
Sadiq M, Shinwari R, Usman M, Ozturk I, Maghyereh AI (2022) Linking nuclear energy, human development and carbon emission in BRICS region: do external debt and financial globalization protect the environment? Nucl Eng Technol. https://doi.org/10.1016/j.net.2022.03.024
Sepehrdoust H, Ghorbanseresht M (2019) Impact of information and communication technology and financial development on economic growth of OPEC developing economies. Kasetsart J Soc Sci 40(3):546–551
Shahbaz M, Rasool G, Ahmed K, Mahalik MK (2016) Considering the effect of biomass energy consumption on economic growth: fresh evidence from BRICS region. Renew Sustain Energy Rev 60:1442–1450
Shahbaz M, Raghutla C, Chittedi KR, Jiao Z, Vo XV (2020a) The effect of renewable energy consumption on economic growth: evidence from the renewable energy country attractive index. Energy 207:118162
Shahbaz M, Raghutla C, Song M, Zameer H, Jiao Z (2020b) Public-private partnerships investment in energy as new determinant of CO2 emissions: the role of technological innovations in China. Energy Economics 86:104664
Shahbaz M, Sharma R, Sinha A, Jiao Z (2021) Analyzing nonlinear impact of economic growth drivers on CO2 emissions: designing an SDG framework for India. Energy Policy 148:111965
Shahbaz M, Nasir MA, Lahiani A (2022) Role of financial development in economic growth in the light of asymmetric effects and financial efficiency. Int J Financ Econ 27(1):361–383
Sheraz M, Deyi X, Sinha A, Mumtaz MZ, Fatima N (2022) The dynamic nexus among financial development, renewable energy and carbon emissions: moderating roles of globalization and institutional quality across BRI countries. J Clean Prod 343:130995
Siddik MNA, Kabiraj S (2020) Digital finance for financial inclusion and inclusive growth. In: Digital transformation in business and society. Palgrave Macmillan, Cham, pp 155–168. https://doi.org/10.1007/978-3-030-08277-2_10
Siddikee MN, Rahman MM (2021) Foreign direct investment, financial development, and economic growth nexus in Bangladesh. Am Econ 66(2):265–280
Sinha A, Shah MI, Sengupta T, Jiao Z (2020) Analyzing technology-emissions association in Top-10 polluted MENA countries: how to ascertain sustainable development by quantile modeling approach. J Environ Manage 267:110602
Sobiech I (2019) Remittances, finance and growth: does financial development foster the impact of remittances on economic growth? World Dev 113:44–59
Stern DI (2019) Energy and economic growth. In Routledge handbook of Energy Economics (pp 28–46). Routledge
Surya B, Menne F, Sabhan H, Suriani S, Abubakar H, Idris M (2021) Economic growth, increasing productivity of SMEs, and open innovation. J Open Innov Technol Market Complex 7(1):20
Ullah S, Ozturk I, Majeed MT, Ahmad W (2021) Do technological innovations have symmetric or asymmetric effects on environmental quality? Evidence from Pakistan. J Clean Prod 316:128239
Usman A, Ozturk I, Naqvi SMMA, Ullah S, Javed MI (2022) Revealing the nexus between nuclear energy and ecological footprint in STIRPAT model of advanced economies: Fresh evidence from novel CS-ARDL model. Prog Nucl Energy 148:104220
Ustarz Y, Fanta AB (2021) Financial development and economic growth in sub-Saharan Africa: a sectoral perspective. Cogent Econ Financ 9(1):1934976
Wang Z, Sun Y, Wang B (2019) How does the new-type urbanisation affect CO2 emissions in China? An empirical analysis from the perspective of technological progress. Energy Econ 80:917–927
Weili L, Khan H, Han L (2022) The impact of information and communication technology, financial development, and energy consumption on carbon dioxide emission: evidence from the Belt and Road countries. Environ Sci Pollut Res 29(19):27703–27718
Wellisz C (2016) The dark side of technology: The benefits of the digital age are tempered by the risks. Financ Dev 53(003)
Westerlund J (2007) Testing for error correction in panel data. Oxford Bulletin Econ Stat 69(6):708–748
World Bank (2022) World development indicators. World Bank. Available at https://databank.worldbank.org/source/world-development-indicators#. Accessed on 2.2.2022
Xue L, Haseeb M, Mahmood H, Tawfik T, Alkhateeb Y, Murshed M (2021) Renewable energy use and ecological footprints mitigation: evidence from selected South Asian. Economies. https://doi.org/10.3390/su13041613
Yıldırım DÇ, Yıldırım S, Demirtas I (2019) Investigating energy consumption and economic growth for BRICS-T countries. World J Sci Technol Sustain Dev 16(4):184–195
Zafar MW, Sinha A, Ahmed Z, Qin Q, Zaidi SAH (2021) Effects of biomass energy consumption on environmental quality: the role of education and technology in Asia-Pacific Economic Cooperation countries. Renew Sustain Energy Rev 142:110868
Zaman K, Shahbaz M, Loganathan N, Raza SA (2016) Tourism development, energy consumption and environmental Kuznets curve: trivariate analysis in the panel of developed and developing countries. Tour Manage 54:275–283
Zhang D (2022) Does the green loan policy boost greener production?—evidence from Chinese firms. Emerg Mark Rev 51:100882
Zhang YJ, Sun YF, Huang J (2018) Energy efficiency, carbon emission performance, and technology gaps: evidence from CDM project investment. Energy Policy 115:119–130
Zhao J, Shahbaz M, Dong X, Dong K (2021) How does financial risk affect global CO2 emissions? The role of technological innovation. Technol Forecast Soc Chang 168:120751
Zhao J, Sinha A, Inuwa N, Wang Y, Murshed M, Abbasi KR (2022) Does structural transformation in economy impact inequality in renewable energy productivity? Implications for Sustainable Development. Renewable Energy 189:853–864. https://doi.org/10.1016/j.renene.2022.03.050
Zhou X, Cai Z, Tan KH, Zhang L, Du J, Song M (2021) Technological innovation and structural change for economic development in China as an emerging market. Technol Forecast Soc Chang 167:120671
Zhu H, Duan L, Guo Y, Yu K (2016) The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: evidence from panel quantile regression. Econ Model 58:237–248
Zhu H, Xia H, Guo Y, Peng C (2018) The heterogeneous effects of urbanization and income inequality on CO2 emissions in BRICS economies: evidence from panel quantile regression. Environ Sci Pollut Res 25(17):17176–17193
Author information
Authors and Affiliations
Contributions
PM conceptualized and wrote the original draft. MSA conducted the econometric analysis, generated the graphical illustrations, and reviewed and edited the final draft. KA and HM contributed to the methodology section. MM conceptualized the study, wrote the original draft, compiled the literature review, analyzed the findings, recommended the policy implications, and reviewed and edited the final draft. DP provided computational support and contributed to the revision.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible editor: Ilhan Ozturk
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Manigandan, P., Alam, M.S., Alagirisamy, K. et al. Realizing the Sustainable Development Goals through technological innovation: juxtaposing the economic and environmental effects of financial development and energy use. Environ Sci Pollut Res 30, 8239–8256 (2023). https://doi.org/10.1007/s11356-022-22692-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-022-22692-8