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Technology lock-in or innovation breakthrough: Global energy mix transformation driven by technological innovation

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  • Zhao, Shikuan
  • Hunjra, Ahmed Imran
  • Battisti, Enrico
  • Zhu, Zhimeng

Abstract

Technological innovation (TI) plays a critical role in transforming traditional economic models marked by high energy consumption, emissions, and inefficiency, thereby advancing the global “dual carbon” goals. This paper investigates how TI influences energy mix transformation (EMT), using dynamic panel data from 61 countries over the period 2000–2022 and applying a multidimensional fixed-effects model. The results show that TI significantly promotes EMT, and the results are supported by various robustness and heterogeneity tests. Moreover, the technology promotion effect is more pronounced in countries with higher inflation, lower unemployment, higher economic freedom, greater trade openness, higher urbanization, and higher income levels. Mechanism analysis reveals that digital & intelligent development, technology diffusion & globalization, and consumer behavior and awareness are key transmission channels. These findings provide valuable global insights into how TI can drive the shift toward a low-carbon economy.

Suggested Citation

  • Zhao, Shikuan & Hunjra, Ahmed Imran & Battisti, Enrico & Zhu, Zhimeng, 2025. "Technology lock-in or innovation breakthrough: Global energy mix transformation driven by technological innovation," Energy Economics, Elsevier, vol. 149(C).
    • Handle: RePEc:eee:eneeco:v:149:y:2025:i:c:s0140988325006449
    DOI: 10.1016/j.eneco.2025.108817
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    as
    1. Ahmad, Tanveer & Madonski, Rafal & Zhang, Dongdong & Huang, Chao & Mujeeb, Asad, 2022. "Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of smart grid paradigm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
    2. Hu, Hui & Qi, Shaozhou & Chen, Yuanzhi, 2023. "Using green technology for a better tomorrow: How enterprises and government utilize the carbon trading system and incentive policies," China Economic Review, Elsevier, vol. 78(C).
    3. Yi, Su & Xiao-li, An, 2018. "Application of threshold regression analysis to study the impact of regional technological innovation level on sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 89(C), pages 27-32.
    4. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    5. Su, Xiang & Tan, Junlan, 2023. "Regional energy transition path and the role of government support and resource endowment in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
    6. Jiang, Zhangsheng & Xu, Chenghao, 2023. "Policy incentives, government subsidies, and technological innovation in new energy vehicle enterprises: Evidence from China," Energy Policy, Elsevier, vol. 177(C).
    7. Zhang, Dongyang & Zhao, Mengjiao & Wang, Yizhi & Vigne, Samuel A. & Benkraiem, Ramzi, 2024. "Technological innovation and its influence on energy risk management: Unpacking China’s energy consumption structure optimisation amidst climate change," Energy Economics, Elsevier, vol. 131(C).
    8. Byungchae Jin & Francisco García & Robert Salomon, 2019. "Inward foreign direct investment and local firm innovation: The moderating role of technological capabilities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(5), pages 847-855, July.
    9. D. Zhang & M. Zhao & Y. Wang & S. Vigne & R. Benkraiem, 2024. "Technological innovation and its influence on energy risk management: Unpacking China’s energy consumption structure optimisation amidst climate change," Post-Print hal-04864387, HAL.
    10. Khan, Anwar & Chenggang, Yang & Hussain, Jamal & Kui, Zhou, 2021. "Impact of technological innovation, financial development and foreign direct investment on renewable energy, non-renewable energy and the environment in belt & Road Initiative countries," Renewable Energy, Elsevier, vol. 171(C), pages 479-491.
    11. Yubin Wu & Fu’an Shi & Yongyu Wang, 2024. "Driving Impact of Digital Transformation on Total Factor Productivity of Corporations: The Mediating Effect of Green Technology Innovation," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(5), pages 950-966, April.
    12. Max Åhman & Lars J. Nilsson & Bengt Johansson, 2017. "Global climate policy and deep decarbonization of energy-intensive industries," Climate Policy, Taylor & Francis Journals, vol. 17(5), pages 634-649, July.
    13. Lee, Chi-Chuan & Song, Hepeng & An, Jiafu, 2024. "The impact of green finance on energy transition: Does climate risk matter?," Energy Economics, Elsevier, vol. 129(C).
    14. Zhao, Shikuan & Cao, Yuequn & Hunjra, Ahmed Imran & Tan, Yan, 2023. "How does environmentally induced R&D affect carbon productivity? A government support perspective," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 942-961.
    15. Liu, Yajun & Zhang, Xiuwu & Shen, Yang, 2024. "Technology-driven carbon reduction: Analyzing the impact of digital technology on China's carbon emission and its mechanism," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    16. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    17. Lin, Boqiang & Zhang, Aoxiang, 2024. "Digital finance, regional innovation environment and renewable energy technology innovation: Threshold effects," Renewable Energy, Elsevier, vol. 223(C).
    18. Gordon Rausser & Wadim Strielkowski & Grzegorz Mentel, 2023. "Consumer Attitudes toward Energy Reduction and Changing Energy Consumption Behaviors," Energies, MDPI, vol. 16(3), pages 1-5, February.
    19. Xiong, Yongqing & Cheng, Qian, 2023. "Effects of new energy vehicle adoption on provincial energy efficiency in China: From the perspective of regional imbalances," Energy, Elsevier, vol. 281(C).
    20. Zhou, Qiuyang, 2024. "Does the digital economy promote the consumption structure upgrading of urban residents? Evidence from Chinese cities," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 543-551.
    21. Usman, Ojonugwa & Iorember, Paul Terhemba & Ozkan, Oktay & Alola, Andrew Adewale, 2024. "Dampening energy security-related uncertainties in the United States: The role of green energy-technology investment and operation of transnational corporations," Energy, Elsevier, vol. 289(C).
    22. Xu, Qiong & Zhong, Meirui & Li, Xin, 2022. "How does digitalization affect energy? International evidence," Energy Economics, Elsevier, vol. 107(C).
    23. Bardazzi, Rossella & Pazienza, Maria Grazia, 2017. "Switch off the light, please! Energy use, aging population and consumption habits," Energy Economics, Elsevier, vol. 65(C), pages 161-171.
    24. Suhrab, Muhammad & Chen, Pinglu & Ullah, Atta, 2024. "Digital financial inclusion and income inequality nexus: Can technology innovation and infrastructure development help in achieving sustainable development goals?," Technology in Society, Elsevier, vol. 76(C).
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    2. Zhao, Shikuan & Boubaker, Sabri & Hunjra, Ahmed Imran & Yang, Ping, 2025. "Impact of energy restructuring on green technology innovation in the context of climate policy uncertainty," Emerging Markets Review, Elsevier, vol. 69(C).

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