IDEAS home Printed from https://ideas.repec.org/a/eee/enepol/v210y2026ics030142152500552x.html

Technology-society nexus in post-COP 27 era: How digital innovation, energy transition, and green finance drive net-zero pathways in OECD countries

Author

Listed:
  • Zaman, Mubasher
  • Ullah, Atta
  • Qin, Quande
  • Kashif, Muhammad

Abstract

Eco-friendly green investments in digital technologies and renewable energy transition harmonized with climate policies are essential to achieving the net-zero carbon objective post-27th conference of the parties (COP-27). This research provides new policy implications on the technology-society nexus, analyzing data on energy transition, green finance, digital innovation, and carbon emissions in 37 OECD countries during 2000–2022, which is shaped by emerging climate policies. Utilizing a novel Method of Moments Quantile Regression (MMQR), robust through fully-modified OLS, bootstrap quantile regression, and Driscoll-Kraay fixed effects model, the study offers assistance in the transition towards a low-carbon society. It reveals that energy transition and green finance have a significantly negative effect on carbon emissions in all the quantiles. Digital innovation cuts carbon emissions very significantly up to the 0.60 quantile, and has no significant influence for higher quantiles, suggesting mixed/diverse technological impacts in various social settings. However, digital innovation moderates with energy transition (ETI × DIN) and significantly diminishes carbon emissions across all quantiles. Additionally, social inequality and economic growth hurt environmental health by increasing carbon emissions. Further, the D-H causality test reports both unidirectional and bidirectional relationships between the variables. Policymakers should formulate strategies that align with socially inclusive initiatives, enhance eco-oriented investments in digital technologies and renewable energy transition to implement zero-carbon policies and socio-technical strategies into climate frameworks, advancing the Sustainable Development Goals 7, 9, 13, and COP-27 commitments.

Suggested Citation

  • Zaman, Mubasher & Ullah, Atta & Qin, Quande & Kashif, Muhammad, 2026. "Technology-society nexus in post-COP 27 era: How digital innovation, energy transition, and green finance drive net-zero pathways in OECD countries," Energy Policy, Elsevier, vol. 210(C).
  • Handle: RePEc:eee:enepol:v:210:y:2026:i:c:s030142152500552x
    DOI: 10.1016/j.enpol.2025.115045
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030142152500552X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.enpol.2025.115045?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Xu, Yong & Li, Shanshan & Zhou, Xiaoxiao & Shahzad, Umer & Zhao, Xin, 2022. "How environmental regulations affect the development of green finance: Recent evidence from polluting firms in China," Renewable Energy, Elsevier, vol. 189(C), pages 917-926.
    2. Lee, Chien-Chiang & He, Zhi-Wen & Yuan, Zihao, 2023. "A pathway to sustainable development: Digitization and green productivity," Energy Economics, Elsevier, vol. 124(C).
    3. Hossain, Mohammad Razib & Rao, Amar & Sharma, Gagan Deep & Dev, Dhairya & Kharbanda, Aeshna, 2024. "Empowering energy transition: Green innovation, digital finance, and the path to sustainable prosperity through green finance initiatives," Energy Economics, Elsevier, vol. 136(C).
    4. 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).
    5. Qin, Meng & Zhang, Xiaojing & Li, Yameng & Badarcea, Roxana Maria, 2023. "Blockchain market and green finance: The enablers of carbon neutrality in China," Energy Economics, Elsevier, vol. 118(C).
    6. Li, Francis G.N. & Trutnevyte, Evelina & Strachan, Neil, 2015. "A review of socio-technical energy transition (STET) models," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 290-305.
    7. Liu, Wei & Shen, Yedan & Razzaq, Asim, 2023. "How renewable energy investment, environmental regulations, and financial development derive renewable energy transition: Evidence from G7 countries," Renewable Energy, Elsevier, vol. 206(C), pages 1188-1197.
    8. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
    9. Du, Juntao & Shen, Zhiyang & Song, Malin & Vardanyan, Michael, 2023. "The role of green financing in facilitating renewable energy transition in China: Perspectives from energy governance, environmental regulation, and market reforms," Energy Economics, Elsevier, vol. 120(C).
    10. Shazia Shaheen Shaikh & Nabila Amin & Muhammad Salman Shabbir & Huaming Song, 2025. "Going Green in ASEAN: Assessing the Role of Eco‐Innovation, Green Energy, Industrialization, and Environmental Taxes in Achieving Carbon Neutrality," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 3596-3614, June.
    11. Tuan-Hock Ng & Chun-Teck Lye & Kar-Hoong Chan & Ying-Zhee Lim & Ying-San Lim, 2020. "Sustainability in Asia: The Roles of Financial Development in Environmental, Social and Governance (ESG) Performance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 17-44, July.
    12. Mubasher Zaman & Muhammad Sheraz & Quande Qin & Muhammad Zubair Mumtaz, 2025. "Pursuing the Roadmaps to SDG 13: How Climate Change Technology Moderates the nexus Between Digital Finance and Environmental Sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(4), pages 5470-5486, August.
    13. Murshed, Muntasir, 2024. "Can renewable energy transition drive green growth? The role of good governance in promoting carbon emission-adjusted economic growth in Next Eleven countries," Innovation and Green Development, Elsevier, vol. 3(2).
    14. Vincenzo Varriale & Mark Anthony Camilleri & Antonello Cammarano & Francesca Michelino & Julian Müller & Serena Strazzullo, 2025. "Unleashing digital transformation to achieve the sustainable development goals across multiple sectors," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 565-579, February.
    15. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    16. Sheraz, Muhammad & Qin, Quande & Mumtaz, Muhammad Zubair, 2024. "Energy transition in OECD countries: Catalyzing governance quality for SDG 7 attainment," Energy Policy, Elsevier, vol. 194(C).
    17. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    18. Abbas, Jawad & Wang, Lisu & Ben Belgacem, Samira & Pawar, Puja Sunil & Najam, Hina & Abbas, Jaffar, 2023. "Investment in renewable energy and electricity output: Role of green finance, environmental tax, and geopolitical risk: Empirical evidence from China," Energy, Elsevier, vol. 269(C).
    19. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    20. Battisti, L., 2023. "Energy, power, and greenhouse gas emissions for future transition scenarios," Energy Policy, Elsevier, vol. 179(C).
    21. Naman Mishra & Simon Grima & Ercan Ozen, 2024. "Unpacking the black box: Investigating the role of social protection programmes in promoting decent work and economic growth in low‐income countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 5825-5835, October.
    22. Hung, Ngo Thai, 2023. "Green investment, financial development, digitalization and economic sustainability in Vietnam: Evidence from a quantile-on-quantile regression and wavelet coherence," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    23. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    24. 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.
    25. Zhang, Dongyang & Mohsin, Muhammad & Taghizadeh-Hesary, Farhad, 2022. "Does green finance counteract the climate change mitigation: Asymmetric effect of renewable energy investment and R&D," Energy Economics, Elsevier, vol. 113(C).
    26. Pasquale Marcello Falcone, 2020. "Environmental regulation and green investments: the role of green finance," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 14(2), pages 159-173.
    27. Karlilar, Selin & Balcilar, Mehmet & Emir, Firat, 2023. "Environmental sustainability in the OECD: The power of digitalization, green innovation, renewable energy and financial development," Telecommunications Policy, Elsevier, vol. 47(6).
    28. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    29. Umar, Muhammad & Safi, Adnan, 2023. "Do green finance and innovation matter for environmental protection? A case of OECD economies," Energy Economics, Elsevier, vol. 119(C).
    30. Sinha, Avik & Bekiros, Stelios & Hussain, Nazim & Nguyen, Duc Khuong & Khan, Sana Akbar, 2023. "How social imbalance and governance quality shape policy directives for energy transition in the OECD countries?," Energy Economics, Elsevier, vol. 120(C).
    31. Stepanov, Ilya & Teschner, Na'ama & Zemah-Shamir, Shiri & Parag, Yael, 2024. "How sustainable is the energy transition? Implications of trade on emissions and energy security," Renewable and Sustainable Energy Reviews, Elsevier, vol. 206(C).
    32. 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.
    33. Roman Meinhold & Christoph Wagner & Bablu Kumar Dhar, 2025. "Digital sustainability and eco‐environmental sustainability: A review of emerging technologies, resource challenges, and policy implications," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2323-2338, April.
    34. Jun, Wen & Mughal, Nafeesa & Zhao, Jin & Shabbir, Malik Shahzad & Niedbała, Gniewko & Jain, Vipin & Anwar, Ahsan, 2021. "Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission," Energy Policy, Elsevier, vol. 153(C).
    35. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    36. Maxwell Chukwudi Udeagha & Edwin Muchapondwa, 2023. "Striving for the United Nations (UN) sustainable development goals (SDGs) in BRICS economies: The role of green finance, fintech, and natural resource rent," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(5), pages 3657-3672, October.
    37. Ullah, Atta & Nobanee, Haitham & Ullah, Saif & Iftikhar, Huma, 2024. "Renewable energy transition and regional integration: Energizing the pathway to sustainable development," Energy Policy, Elsevier, vol. 193(C).
    38. Geels, Frank W. & Schot, Johan, 2007. "Typology of sociotechnical transition pathways," Research Policy, Elsevier, vol. 36(3), pages 399-417, April.
    39. Lomborg, Bjorn, 2020. "Welfare in the 21st century: Increasing development, reducing inequality, the impact of climate change, and the cost of climate policies," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    40. Syed Abdul Rehman Khan & Danish Iqbal Godil & Muhammad Umer Quddoos & Zhang Yu & Muhammad Hanif Akhtar & Zijing Liang, 2021. "Investigating the nexus between energy, economic growth, and environmental quality: A road map for the sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 835-846, September.
    41. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
    42. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    43. Blomquist, Johan & Westerlund, Joakim, 2013. "Testing slope homogeneity in large panels with serial correlation," Economics Letters, Elsevier, vol. 121(3), pages 374-378.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chu, Lan Khanh, 2024. "Towards achieving energy transition goal: How do green financial policy, environmental tax, economic complexity, and globalization matter?," Renewable Energy, Elsevier, vol. 222(C).
    2. Mamkhezri, Jamal, 2025. "Assessing price elasticity in US residential electricity consumption: A comparison of monthly and annual data with recession implications," Energy Policy, Elsevier, vol. 200(C).
    3. Javed, Asif & Shabir, Maria & Rao, Fabeha & Uddin, Muhammad Salah, 2025. "Effect of green technological innovation and financial development on green energy transition in N-11 countries: Evidence from the novel Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 242(C).
    4. Xia, Aiming & Liu, Qing, 2024. "Modelling the asymmetric impact of fintech, natural resources, and environmental regulations on ecological footprint in G7 countries," Resources Policy, Elsevier, vol. 89(C).
    5. Tiwari, Sunil & Si Mohammed, Kamel & Guesmi, Khaled, 2023. "A way forward to end energy poverty in China: Role of carbon-cutting targets and net-zero commitments," Energy Policy, Elsevier, vol. 180(C).
    6. Satar Bakhsh & Md Shabbir Alam & Kishwar Ali & Muhammad Anas, 2024. "What facilitates green economic growth in mineral-endowment countries? The role of digital financial inclusion, mineral resources, and economic governance," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 37(4), pages 841-861, December.
    7. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    8. Khaddage-Soboh, Nada & Safi, Adnan & Faisal Rasheed, Muhammad & Hasnaoui, Amir, 2023. "Examining the role of natural resource rent, environmental regulations, and environmental taxes in sustainable development: Evidence from G-7 economies," Resources Policy, Elsevier, vol. 86(PA).
    9. Khan, Yasir & Hassan, Taimoor & Guiqin, Huang & Nabi, Ghulam, 2023. "Analyzing the impact of natural resources and rule of law on sustainable environment: A proposed policy framework for BRICS economies," Resources Policy, Elsevier, vol. 86(PA).
    10. Guan, Zepeng & Hossain, Mohammad Razib & Sheikh, Muhammad Ramzan & Khan, Zeeshan & Gu, Xiao, 2023. "Unveiling the interconnectedness between energy-related GHGs and pro-environmental energy technology: Lessons from G-7 economies with MMQR approach," Energy, Elsevier, vol. 281(C).
    11. Ali Umar Ahmad & Jagan Jeevan & Siti Marsila Mhd Ruslan & Atiku Muhammad Abubakar, 2026. "The Asymmetric Nexus of Energy Factors, Green Economy Factors, Blue Economy Factors, and African Growth Sustainability: An Empirical Evidence from Hidden Cointegration Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(1), pages 1-49, February.
    12. Nooshin Karimi Alavijeh & Narges Salehnia, 2024. "Climate change, renewable and non-renewable energy consumption and agricultural development in the Middle East and North African countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 21125-21145, August.
    13. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    14. Umar, Muhammad & Safi, Adnan, 2023. "Do green finance and innovation matter for environmental protection? A case of OECD economies," Energy Economics, Elsevier, vol. 119(C).
    15. Borojo, Dinkneh Gebre & Yushi, Jiang & Gong, Xueting & Zhang, Hongyu & Miao, Miao, 2024. "The heterogeneous impacts of climate finance on energy efficiency and renewable energy production in developing countries," Renewable Energy, Elsevier, vol. 236(C).
    16. Le, Thai-Ha & Nguyen, Canh Phuc, 2019. "Is energy security a driver for economic growth? Evidence from a global sample," Energy Policy, Elsevier, vol. 129(C), pages 436-451.
    17. Wang, Shubin & Li, Jiabao & Zhao, Erlong, 2024. "Exploring the role of financial technologies and digital trade in shaping trade-adjusted resource consumption in E7 countries," Resources Policy, Elsevier, vol. 88(C).
    18. Fang, Zheng & Chen, Yang, 2017. "Human capital, energy, and economic development – Evidence from Chinese provincial data," RIEI Working Papers 2017-03, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    19. Bilgehan Tekin, 2024. "The catalyzing role of financial inclusion in decoding environmental challenges and fostering a sustainable future in BRICS‐T," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1572-1603, November.
    20. Zhou, Hui & Awosusi, Abraham Ayobamiji & Dagar, Vishal & Zhu, Guohua & Abbas, Shujaat, 2023. "Unleashing the asymmetric effect of natural resources abundance on carbon emissions in regional comprehensive economic partnership: What role do economic globalization and disaggregating energy play?," Resources Policy, Elsevier, vol. 85(PA).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:enepol:v:210:y:2026:i:c:s030142152500552x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/enpol .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.