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Nexus between green technology innovation, green financing, and CO2 emissions in the G7 countries: The moderating role of social globalisation

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  • Arshian Sharif
  • Najia Saqib
  • Kangyin Dong
  • Syed Abdul Rehman Khan

Abstract

Policymakers face a daunting task when it comes to achieving sustainable environmental development and avoiding additional environmental degradation. This study examines the significance of green technology innovation and green financing in creating a more sustainable environment. The impact of green technology innovation and green investment on carbon dioxide (CO2) emissions has yet to be empirically and theoretically examined in the literature, especially in conjunction with a moderating component, particularly social globalisation. Accordingly, this research examines the role of green technological innovation and green financing in reducing CO2 emissions in the G7 countries. Our study uses empirical research data from a panel of the G7 countries covering the period 1995 to 2019. We employ advanced panel approaches to address panel data analysis concerns, such as cross‐sectional dependence, structural break, and slope heterogeneity (the Banerjee and Carrion‐i‐Silvestre unit root and cointegration test and cross‐sectional augmented ARDL). This study shows that green technology innovation (GINV) as well as green financing (GFIN) have a negative but significant impact on CO2 emissions. Whilst economic growth has shown a positive and significant impact on CO2 emissions in the G7 countries, social globalisation positively moderates the relationship between CO2 emissions and GDP, but negatively and significantly causes GFIN and GINV with CO2 emissions amongst the G7 countries. According to our study, countries would be able to meet the United Nations' SDG‐7 and SDG‐13 targets if they implemented green financing and green technology policies.

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  • Arshian Sharif & Najia Saqib & Kangyin Dong & Syed Abdul Rehman Khan, 2022. "Nexus between green technology innovation, green financing, and CO2 emissions in the G7 countries: The moderating role of social globalisation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1934-1946, December.
  • Handle: RePEc:wly:sustdv:v:30:y:2022:i:6:p:1934-1946
    DOI: 10.1002/sd.2360
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    as
    1. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    2. Anindya Banerjee & Josep Lluís Carrion-i-Silvestre, 2017. "Testing for Panel Cointegration Using Common Correlated Effects Estimators," Journal of Time Series Analysis, Wiley Blackwell, vol. 38(4), pages 610-636, July.
    3. Carfora, A. & Pansini, R.V. & Romano, A.A. & Scandurra, G., 2018. "Renewable energy development and green public policies complementarities: The case of developed and developing countries," Renewable Energy, Elsevier, vol. 115(C), pages 741-749.
    4. Najia Saqib & Ivan A. Duran & Nazia Hashmi, 2022. "Impact of Financial Deepening, Energy Consumption and Total Natural Resource Rent on CO2 Emission in the GCC Countries: Evidence from Advanced Panel Data Simulation," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 400-409, March.
    5. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    6. Md Abu Hasan, 2019. "Does globalization accelerate economic growth? South Asian experience using panel data," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-13, December.
    7. Zhang, Dongyang & Mohsin, Muhammad & Rasheed, Abdul Khaliq & Chang, Youngho & Taghizadeh-Hesary, Farhad, 2021. "Public spending and green economic growth in BRI region: Mediating role of green finance," Energy Policy, Elsevier, vol. 153(C).
    8. Yongming Huang & Lian Xue & Zeeshan Khan, 2021. "What abates carbon emissions in China: Examining the impact of renewable energy and green investment," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 823-834, September.
    9. Jushan Bai & Josep Lluís Carrion-I-Silvestre, 2009. "Structural Changes, Common Stochastic Trends, and Unit Roots in Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 471-501.
    10. Fergus Green & Nicholas Stern, 2017. "China's changing economy: implications for its carbon dioxide emissions," Climate Policy, Taylor & Francis Journals, vol. 17(4), pages 423-442, May.
    11. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    12. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    13. Salim, Ruhul & Yao, Yao & Chen, George S., 2017. "Does human capital matter for energy consumption in China?," Energy Economics, Elsevier, vol. 67(C), pages 49-59.
    14. Brantley Liddle & George Messinis, 2018. "Revisiting carbon Kuznets curves with endogenous breaks modeling: evidence of decoupling and saturation (but few inverted-Us) for individual OECD countries," Empirical Economics, Springer, vol. 54(2), pages 783-798, March.
    15. Pan, Xiongfeng & Li, Mengna & Wang, Mengyang & Chu, Junhui & Bo, Hongguang, 2020. "The effects of outward foreign direct investment and reverse technology spillover on China's carbon productivity," Energy Policy, Elsevier, vol. 145(C).
    16. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    17. Clarence Tolliver & Hidemichi Fujii & Alexander Ryota Keeley & Shunsuke Managi, 2021. "Green Innovation and Finance in Asia," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(1), pages 67-87, January.
    18. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    19. Najia Saqib, 2018. "Greenhouse Gas Emissions, Energy Consumption and Economic Growth: Empirical Evidence from Gulf Cooperation Council Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 8(6), pages 392-400.
    20. Moon, H.R. & Perron, B., 2012. "Beyond panel unit root tests: Using multiple testing to determine the nonstationarity properties of individual series in a panel," Journal of Econometrics, Elsevier, vol. 169(1), pages 29-33.
    21. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    22. Po-Chin Wu & Hui-Yu Liu & Shiao-Yen Liu & Juei-Ming Hsiao, 2021. "Can financial technology development change the causality between tourism and economic growth?," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(11), pages 1613-1630, June.
    23. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    24. Hai Guo & Zhuen Yang & Ran Huang & Anqi Guo, 2020. "The digitalization and public crisis responses of small and medium enterprises: Implications from a COVID-19 survey," Frontiers of Business Research in China, Springer, vol. 14(1), pages 1-25, December.
    25. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    26. Yang, Qiang & Huo, Jiale & Saqib, Najia & Mahmood, Haider, 2022. "Modelling the effect of renewable energy and public-private partnership in testing EKC hypothesis: Evidence from methods moment of quantile regression," Renewable Energy, Elsevier, vol. 192(C), pages 485-494.
    27. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    28. Seyi Saint Akadiri & Gizem Uzuner & Ada Chigozie Akadiri & Taiwo Temitope Lasisi, 2021. "Environmental Kuznets curve hypothesis in the case of tourism island states: The moderating role of globalization," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2846-2858, April.
    29. Li, Guangpei & Wang, Xiaoyu & Su, Shibin & Su, Yuan, 2019. "How green technological innovation ability influences enterprise competitiveness," Technology in Society, Elsevier, vol. 59(C).
    30. Ioan Batrancea & Larissa Batrancea & Malar Maran Rathnaswamy & Horia Tulai & Gheorghe Fatacean & Mircea-Iosif Rus, 2020. "Greening the Financial System in USA, Canada and Brazil: A Panel Data Analysis," Mathematics, MDPI, vol. 8(12), pages 1-13, December.
    31. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    32. Razzaq, Asif & Wang, Yufeng & Chupradit, Supat & Suksatan, Wanich & Shahzad, Farrukh, 2021. "Asymmetric inter-linkages between green technology innovation and consumption-based carbon emissions in BRICS countries using quantile-on-quantile framework," Technology in Society, Elsevier, vol. 66(C).
    33. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    34. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    35. repec:hal:journl:peer-00796743 is not listed on IDEAS
    36. Patrícia Hipólito Leal & António Cardoso Marques & Muhammad Shahbaz, 2021. "The role of globalisation, de jure and de facto, on environmental performance: evidence from developing and developed countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7412-7431, May.
    37. Mei Ling Wang & Wei Wang & Shen Yue Du & Cun Fang Li & Zhengxia He, 2020. "Causal relationships between carbon dioxide emissions and economic factors: Evidence from China," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(1), pages 73-82, January.
    38. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    39. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    40. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
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    2. Lei, Lei & Ozturk, Ilhan & Murshed, Muntasir & Abrorov, Sirojiddin & Alvarado, Rafael & Mahmood, Haider, 2023. "Environmental innovations, energy innovations, governance, and environmental sustainability: Evidence from South and Southeast Asian countries," Resources Policy, Elsevier, vol. 82(C).
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    7. Kuang, Hewu & Liang, Yiyan & Zhao, Wenjia & Cai, Jiahong, 2023. "Impact of natural resources and technology on economic development and sustainable environment – Analysis of resources-energy-growth-environment linkages in BRICS," Resources Policy, Elsevier, vol. 85(PB).
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