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Navigating the nexus of renewable energy, industrialization, financial technology, and carbon emissions: An in-depth analysis and policy framework

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  • Kakar, Shayan Khan
  • Wang, Jing
  • Arshed, Noman
  • Abdullahi, Nazir Muhammad
  • Ali, Javid

Abstract

The debate over decoupling industrialization from carbon emissions has a long empirical history. This study posits FinTech as a potential decoupler. Focusing on the interconnections between renewable energy, industrialization, FinTech, and carbon emissions, the research examines how these factors interact in the context of escalating global environmental challenges. To explore these dynamics, the study employs principal component analysis (PCA) alongside an asymmetric panel quantile autoregressive distributed lag model with a pooled mean group specification (A-QARDL-PMG). The moderating role of FinTech is explored as a potential decoupler between industrialization and deindustrialization in relation to carbon emissions. A large body of evidence across all quantiles indicates that financial technology has the potential to boost economic growth and reduce carbon emissions, primarily due to its facilitation of access to sustainable activities. The study emphasizes the significance of green industrialization initiatives while analyzing the impacts of industrialization and deindustrialization on emissions. It further investigates the moderating effect of financial technology on industrial emissions and offers relevant policy recommendations. In addition, the study explores economic complexity and emission reduction across various quantile levels, providing insights potentially useful for future endeavors. This research aims to comprehend the intricate relationship between these components to identify sustainable ways for economic growth rather than focusing solely on short-term solutions. Regulations pertaining to industry transitions, governance of financial technologies, and the promotion of renewable energy development are highlighted.

Suggested Citation

  • Kakar, Shayan Khan & Wang, Jing & Arshed, Noman & Abdullahi, Nazir Muhammad & Ali, Javid, 2025. "Navigating the nexus of renewable energy, industrialization, financial technology, and carbon emissions: An in-depth analysis and policy framework," Technology in Society, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:teinso:v:83:y:2025:i:c:s0160791x25002064
    DOI: 10.1016/j.techsoc.2025.103016
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    1. Sorri, Krista & Yrjönkoski, Katariina & Seppänen, Marko, 2024. "Smart cities, smarter values: Unpacking the ecosystem of urban innovation," Technology in Society, Elsevier, vol. 77(C).
    2. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    3. Blazejczak, Jürgen & Braun, Frauke G. & Edler, Dietmar & Schill, Wolf-Peter, 2014. "Economic effects of renewable energy expansion: A model-based analysis for Germany," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 1070-1080.
    4. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
    5. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    6. Noman Arshed, 2020. "Applied Cross-Sectional Econometrics," EconSciences Library Books, EconSciences Library Books, edition 1, number 978-605-7736-94-9, May.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Lisha, Liu & Mousa, Saeed & Arnone, Gioia & Muda, Iskandar & Huerta-Soto, Rosario & Shiming, Zhai, 2023. "Natural resources, green innovation, fintech, and sustainability: A fresh insight from BRICS," Resources Policy, Elsevier, vol. 80(C).
    9. Vural, Gulfer, 2020. "How do output, trade, renewable energy and non-renewable energy impact carbon emissions in selected Sub-Saharan African Countries?," Resources Policy, Elsevier, vol. 69(C).
    10. Destek, Mehmet & Sinha, Avik, 2020. "Renewable, non-renewable energy consumption, economic growth, trade openness and ecological footprint: Evidence from organisation for economic Co-operation and development countries," MPRA Paper 104246, University Library of Munich, Germany, revised 2020.
    11. Claudia Ranocchia & Luca Lambertini, 2021. "Porter Hypothesis vs Pollution Haven Hypothesis: Can There Be Environmental Policies Getting Two Eggs in One Basket?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 78(1), pages 177-199, January.
    12. Li, Li & Hong, Xuefei & Peng, Ke, 2019. "A spatial panel analysis of carbon emissions, economic growth and high-technology industry in China," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 83-92.
    13. Tehmina Zahid & Noman Arshed & Mubbasher Munir & Kamran Hameed, 2021. "Role of energy consumption preferences on human development: a study of SAARC region," Economic Change and Restructuring, Springer, vol. 54(1), pages 121-144, February.
    14. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    15. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    16. Mark E. Ritchie, 2020. "Grazing Management, Forage Production and Soil Carbon Dynamics," Resources, MDPI, vol. 9(4), pages 1-20, April.
    17. Mansi Wang & Noman Arshed & Mubbasher Munir & Samma Faiz Rasool & Weiwen Lin, 2021. "Investigation of the STIRPAT model of environmental quality: a case of nonlinear quantile panel data analysis," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 12217-12232, August.
    18. Cho, Jin Seo & Kim, Tae-hwan & Shin, Yongcheol, 2015. "Quantile cointegration in the autoregressive distributed-lag modeling framework," Journal of Econometrics, Elsevier, vol. 188(1), pages 281-300.
    19. Ms. Ratna Sahay & Mr. Ulric Eriksson von Allmen & Ms. Amina Lahreche & Purva Khera & Ms. Sumiko Ogawa & Majid Bazarbash & Ms. Kimberly Beaton, 2020. "The Promise of Fintech: Financial Inclusion in the Post COVID-19 Era," IMF Departmental Papers / Policy Papers 2020/009, International Monetary Fund.
    20. Zhang, Wei & Liu, Xuemeng & Wang, Die & Zhou, Jianping, 2022. "Digital economy and carbon emission performance: Evidence at China's city level," Energy Policy, Elsevier, vol. 165(C).
    21. Yu, Jinna & Tang, Yuk Ming & Chau, Ka Yin & Nazar, Raima & Ali, Sajid & Iqbal, Wasim, 2022. "Role of solar-based renewable energy in mitigating CO2 emissions: Evidence from quantile-on-quantile estimation," Renewable Energy, Elsevier, vol. 182(C), pages 216-226.
    22. Su, Chi-Wei & Pang, Li-Dong & Tao, Ran & Shao, Xuefeng & Umar, Muhammad, 2022. "Renewable energy and technological innovation: Which one is the winner in promoting net-zero emissions?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    23. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    24. Mujtaba, Aqib & Jena, Pabitra Kumar & Bekun, Festus Victor & Sahu, Pritish Kumar, 2022. "Symmetric and asymmetric impact of economic growth, capital formation, renewable and non-renewable energy consumption on environment in OECD countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    25. Rukhsana Kalim & Anam Javaid & Muhammad Hassan Danish & Noman Arshed, 2022. "How do Institutions matter for International Business? Evidence from SAARC Countries," Journal Global Policy and Governance, Transition Academia Press, vol. 11(1), pages 35-52.
    26. Feng, Yanchao & Yan, Tong & Hu, Shilei & Zhang, Zhenhua, 2025. "The impact of digital inclusive finance on household carbon emissions: Empirical evidence from China," International Review of Financial Analysis, Elsevier, vol. 102(C).
    27. Li, Ke & Lin, Boqiang, 2015. "Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1107-1122.
    28. Liang Liu & Mengyue Li & Xiujuan Gong & Pan Jiang & Ruifeng Jin & Yuhan Zhang, 2022. "Influence Mechanism of Different Environmental Regulations on Carbon Emission Efficiency," IJERPH, MDPI, vol. 19(20), pages 1-19, October.
    29. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
    30. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    31. Iqbal, Mubasher & Arshed, Noman & Chan, Ling-Foon, 2024. "Exploring the dynamics: Biodiversity impacts of natural resource extraction with moderating influence of FinTech for sustainable practices in resource-rich nations," Resources Policy, Elsevier, vol. 91(C).
    32. Albayati, Hayder & Kim, Suk Kyoung & Rho, Jae Jeung, 2020. "Accepting financial transactions using blockchain technology and cryptocurrency: A customer perspective approach," Technology in Society, Elsevier, vol. 62(C).
    33. Usman, Ahmed & Ozturk, Ilhan & Ullah, Sana & Hassan, Ali, 2021. "Does ICT have symmetric or asymmetric effects on CO2 emissions? Evidence from selected Asian economies," Technology in Society, Elsevier, vol. 67(C).
    34. Katsiaryna Svirydzenka, 2016. "Introducing a New Broad-based Index of Financial Development," IMF Working Papers 2016/005, International Monetary Fund.
    35. Sultan Salem & Noman Arshed & Ahsan Anwar & Mubasher Iqbal & Nyla Sattar, 2021. "Renewable Energy Consumption and Carbon Emissions—Testing Nonlinearity for Highly Carbon Emitting Countries," Sustainability, MDPI, vol. 13(21), pages 1-17, October.
    36. Imeda A. Tsindeliani & Maxim M. Proshunin & Tatyana D. Sadovskaya & Zhanna G. Popkova & Mariam A. Davydova & Oksana A. Babayan, 2021. "Digital transformation of the banking system in the context of sustainable development," Journal of Money Laundering Control, Emerald Group Publishing Limited, vol. 25(1), pages 165-180, June.
    37. Sumit Agarwal & Yeow Hwee Chua, 2020. "FinTech and household finance: a review of the empirical literature," China Finance Review International, Emerald Group Publishing Limited, vol. 10(4), pages 361-376, May.
    38. Wang, Q.W. & Zhou, P. & Shen, N. & Wang, S.S., 2013. "Measuring carbon dioxide emission performance in Chinese provinces: A parametric approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 324-330.
    39. Wei Jia & Zhihao Wang & Lei Liu, 2025. "Digital Inclusive Finance and Carbon Emission Efficiency: Evidence from China’s Economic Zones," Sustainability, MDPI, vol. 17(2), pages 1-21, January.
    40. Sebri, Maamar & Ben-Salha, Ousama, 2014. "On the causal dynamics between economic growth, renewable energy consumption, CO2 emissions and trade openness: Fresh evidence from BRICS countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 14-23.
    41. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    42. Urszula Mentel & Elżbieta Wolanin & Mansur Eshov & Raufhon Salahodjaev, 2022. "Industrialization and CO 2 Emissions in Sub-Saharan Africa: The Mitigating Role of Renewable Electricity," Energies, MDPI, vol. 15(3), pages 1-12, January.
    43. Liu, Bingbing, 2025. "How does digital transformation enhance enterprise technological innovation? Evidence from Chinese manufacturing listed companies," Technology in Society, Elsevier, vol. 82(C).
    44. Hsiao, Cheng & Shen, Yan, 2003. "Foreign Direct Investment and Economic Growth: The Importance of Institutions and Urbanization," Economic Development and Cultural Change, University of Chicago Press, vol. 51(4), pages 883-896, July.
    45. Ul-Durar, Shajara & Bakkar, Yassine & Arshed, Noman & Naveed, Shabana & Zhang, Beifan, 2025. "FinTech and economic readiness: Institutional navigation amid climate risks," Research in International Business and Finance, Elsevier, vol. 73(PA).
    46. Yuqi Zhang & Haisen Wang & Zhigang Chen & Xuechao Wang, 2025. "Digital finance and carbon emissions: empirical evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 1-23, January.
    47. Noman Arshed & Sidra Nasir & Muhammad Ibrahim Saeed, 2022. "Impact of the External Debt on Standard of Living: A Case of Asian Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 321-340, August.
    48. Lopes, J.V.M. & Bresciani, A.E. & Carvalho, K.M. & Kulay, L.A. & Alves, R.M.B., 2021. "Multi-criteria decision approach to select carbon dioxide and hydrogen sources as potential raw materials for the production of chemicals," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    49. Mubasher Iqbal & Shajara Ul-Durar & Noman Arshed & Khuram Shahzad & Umer Ayub, 2023. "Connecting higher education and renewable energy to attain sustainability for BRICS countries: A climate Kuznets curve perspective," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 20(5), pages 2042-2060, September.
    50. Weibo Jin & Yiming Wang & Yi Yan & Hongyan Zhou & Longyu Xu & Yi Zhang & Yao Xu & Yuqi Zhang, 2025. "Digital Economy, Green Finance, and Carbon Emissions: Evidence from China," Sustainability, MDPI, vol. 17(12), pages 1-31, June.
    51. Bhatnagar, S. & Sharma, D., 2022. "Evolution of green finance and its enablers: A bibliometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    52. Poumanyvong, Phetkeo & Kaneko, Shinji, 2010. "Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis," Ecological Economics, Elsevier, vol. 70(2), pages 434-444, December.
    53. Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
    54. Yu-Ke, Chen & Hassan, Muhammad Shahid & Kalim, Rukhsana & Mahmood, Haider & Arshed, Noman & Salman, Muhammad, 2022. "Testing asymmetric influence of clean and unclean energy for targeting environmental quality in environmentally poor economies," Renewable Energy, Elsevier, vol. 197(C), pages 765-775.
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