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Governance, Energy Policy, and Sustainability in the Age of AI: Cross‐Country Evidence for Achieving the Sustainable Development Goals

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  • Aws AlHares

Abstract

The Paris Agreement is a necessary global priority to achieve environmental and sustainable development goals (SDGs), which is a complex challenge for both emerging and developed economies. Given the COP29 agenda, this study explores energy equity, energy security, environmental sustainability, government effectiveness, artificial intelligence (AI), and GDP influence on CO2 emissions across 10 countries, including China, Indonesia, Italy, New Zealand, Poland, Russia, South Africa, Thailand, Turkey, and Ukraine from 2000 to 2022 by using novel econometric approaches. The outcomes reveal that energy equity, government effectiveness, AI, and GDP increased CO2 emissions, whereas energy security and environmental sustainability are found to reduce carbon emissions. However, the robustness checks validated the estimates, suggesting uniformly positive effects on emissions except for environmental sustainability. Additionally, the novel causality test confirmed the causal links between most variables and emissions, except energy equity. These findings emphasize the need for policy frameworks that integrate AI and governance reforms with climate action to ensure proper and effective measures for low‐carbon economies. SDG 7 (affordable and clean energy), SDG 9 (industry, innovation and infrastructure), SDG 13 (climate act) and SDG 16 (peace, justice, and strong institutions), by adding governance, technology, and energy policy, provide a firm insight for policies that may lead to reaching sustainable development and the COP29 agenda.

Suggested Citation

  • Aws AlHares, 2026. "Governance, Energy Policy, and Sustainability in the Age of AI: Cross‐Country Evidence for Achieving the Sustainable Development Goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 34(S1), pages 1436-1450, January.
  • Handle: RePEc:wly:sustdv:v:34:y:2026:i:s1:p:1436-1450
    DOI: 10.1002/sd.70226
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    1. Alina Cristina Nuta, 2024. "The Significance of Economic Complexity and Renewable Energy for Decarbonization in Eastern European Countries," Energies, MDPI, vol. 17(21), pages 1-15, October.
    2. 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.
    3. Wang, Zhaohua & Bui, Quocviet & Zhang, Bin & Nawarathna, Chulan Lasantha K. & Mombeuil, Claudel, 2021. "The nexus between renewable energy consumption and human development in BRICS countries: The moderating role of public debt," Renewable Energy, Elsevier, vol. 165(P1), pages 381-390.
    4. Chu, Zhongzhu & Zhang, Qiyuan & Tan, Weijie & Chen, Pengyu, 2024. "Assessing the impact of climate policy stringency on corporate energy innovation: Insights from China," Energy Economics, Elsevier, vol. 140(C).
    5. Awan, Ashar & Abbasi, Kashif Raza & Rej, Soumen & Bandyopadhyay, Arunava & Lv, Kangjuan, 2022. "The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis," Renewable Energy, Elsevier, vol. 189(C), pages 454-466.
    6. Fatemeh Dehdar & Nuno Silva & José Alberto Fuinhas & Matheus Koengkan & Nazia Nazeer, 2022. "The Impact of Technology and Government Policies on OECD Carbon Dioxide Emissions," Energies, MDPI, vol. 15(22), pages 1-17, November.
    7. Aakash Singh & Anurag Kanaujia & Vivek Kumar Singh & Ricardo Vinuesa, 2024. "Artificial intelligence for Sustainable Development Goals: Bibliometric patterns and concept evolution trajectories," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 724-754, February.
    8. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    9. Abdul Rehman & Magdalena Radulescu & Laura Mariana Cismaș & Cristian-Mihai Cismaș & Abbas Ali Chandio & Smaranda (Toma) Simoni, 2022. "Renewable Energy, Urbanization, Fossil Fuel Consumption, and Economic Growth Dilemma in Romania: Examining the Short- and Long-Term Impact," Energies, MDPI, vol. 15(19), pages 1-18, September.
    10. Zakari, Abdulrasheed & Khan, Irfan & Tan, Duojiao & Alvarado, Rafael & Dagar, Vishal, 2022. "Energy efficiency and sustainable development goals (SDGs)," Energy, Elsevier, vol. 239(PE).
    11. Işık, Cem & Bulut, Umit & Ongan, Serdar & Islam, Hasibul & Irfan, Muhammad, 2024. "Exploring how economic growth, renewable energy, internet usage, and mineral rents influence CO2 emissions: A panel quantile regression analysis for 27 OECD countries," Resources Policy, Elsevier, vol. 92(C).
    12. Umer Shahzad & Magdalena Radulescu & Syed Rahim & Cem Isik & Zahid Yousaf & Stefan Alexandru Ionescu, 2021. "Do Environment-Related Policy Instruments and Technologies Facilitate Renewable Energy Generation? Exploring the Contextual Evidence from Developed Economies," Energies, MDPI, vol. 14(3), pages 1-25, January.
    13. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
    14. Yiannis Karavias & Elias Tzavalis, 2016. "Local Power of Fixed-T Panel Unit Root Tests With Serially Correlated Errors and Incidental Trends," Journal of Time Series Analysis, Wiley Blackwell, vol. 37(2), pages 222-239, March.
    15. Artūras Juodis & Simon Reese, 2022. "The Incidental Parameters Problem in Testing for Remaining Cross-Section Correlation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1191-1203, June.
    16. Koulmas, Pavlos & Konstantakis, Konstantinos N. & Michaelides, Panayotis G. & Karadimitropoulou, Aikaterini & Karkalakos, Sotiris, 2024. "Energy firms in China towards resilience: A dynamic quantile connectedness approach," Energy Economics, Elsevier, vol. 139(C).
    17. Danish & Recep Ulucak & Salah‐Ud‐Din Khan, 2020. "Relationship between energy intensity and CO2 emissions: Does economic policy matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1457-1464, September.
    18. Abdullah Albaker & Kashif Raza Abbasi & Akram Masoud Haddad & Magdalena Radulescu & Catalin Manescu & Georgiana Tatiana Bondac, 2023. "Analyzing the Impact of Renewable Energy and Green Innovation on Carbon Emissions in the MENA Region," Energies, MDPI, vol. 16(16), pages 1-19, August.
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