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Does Digital Technology Promote Green Innovation Performance?

Author

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  • Xing Zhao

    (Nanjing Normal University)

  • Yuanyuan Qian

    (East China Normal University)

Abstract

The acceleration of digital technology development is an important strategic choice to realize the transformation of green innovation. Prior research focuses on the mechanism by which artificial intelligence technology promotes economic growth but ignores the impact of digital technology on green innovation performance. Using panel data on 30 regions in China from 2003 to 2019, this paper examines the impact of digital technology on green innovation performance. The results are as follows: (1) Digital technology can significantly promote green innovation performance. After a series of robustness tests, the conclusion is still valid. (2) Digital technology improves green innovation performance through the green technology upgrading effect, cost reduction effect, and green resource allocation optimization effect. (3) Heterogeneity test results show that in regions with high human capital, high R&D intensity, and strong environmental regulation, the improvement effect of digital technology on green innovation performance is more obvious. These findings not only enrich the literature on digital technology and green innovation performance but also serve as a reference for governmental departments as they optimize their strategy for developing digital technology and achieving green economic development.

Suggested Citation

  • Xing Zhao & Yuanyuan Qian, 2024. "Does Digital Technology Promote Green Innovation Performance?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7568-7587, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01410-w
    DOI: 10.1007/s13132-023-01410-w
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    as
    1. Glavas, Charmaine & Mathews, Shane, 2014. "How international entrepreneurship characteristics influence Internet capabilities for the international business processes of the firm," International Business Review, Elsevier, vol. 23(1), pages 228-245.
    2. Dominique Guellec, 2020. "Digital Innovation and the Distribution of Income," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 323-370, National Bureau of Economic Research, Inc.
    3. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    4. Lovely, Mary & Popp, David, 2011. "Trade, technology, and the environment: Does access to technology promote environmental regulation?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 16-35, January.
    5. Betsey Stevenson, 2018. "Artificial Intelligence, Income, Employment, and Meaning," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 189-195, National Bureau of Economic Research, Inc.
    6. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    7. Wen, Jun & Okolo, Chukwuemeka Valentine & Ugwuoke, Ifeanyi Celestine & Kolani, Kibir, 2022. "Research on influencing factors of renewable energy, energy efficiency, on technological innovation. Does trade, investment and human capital development matter?," Energy Policy, Elsevier, vol. 160(C).
    8. Albort-Morant, Gema & Leal-Millán, Antonio & Cepeda-Carrión, Gabriel, 2016. "The antecedents of green innovation performance: A model of learning and capabilities," Journal of Business Research, Elsevier, vol. 69(11), pages 4912-4917.
    9. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    10. Figge, Frank & Hahn, Tobias, 2012. "Is green and profitable sustainable? Assessing the trade-off between economic and environmental aspects," International Journal of Production Economics, Elsevier, vol. 140(1), pages 92-102.
    11. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    12. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    13. Hal R. Varian, 2010. "Computer Mediated Transactions," American Economic Review, American Economic Association, vol. 100(2), pages 1-10, May.
    14. Prettner, Klaus & Strulik, Holger, 2017. "The lost race against the machine: Automation, education and inequality in an R&D-based growth model," Hohenheim Discussion Papers in Business, Economics and Social Sciences 08-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    15. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    16. Andersen, Dana C., 2017. "Do credit constraints favor dirty production? Theory and plant-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 189-208.
    17. Zhou, P. & Ang, B.W. & Han, J.Y., 2010. "Total factor carbon emission performance: A Malmquist index analysis," Energy Economics, Elsevier, vol. 32(1), pages 194-201, January.
    18. Ching-Hsun Chang, 2011. "The Influence of Corporate Environmental Ethics on Competitive Advantage: The Mediation Role of Green Innovation," Journal of Business Ethics, Springer, vol. 104(3), pages 361-370, December.
    19. Ernst Ekkehardt & Merola Rossana & Samaan Daniel, 2019. "Economics of Artificial Intelligence: Implications for the Future of Work," IZA Journal of Labor Policy, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 9(1), pages 1-35, June.
    20. You, Shuyang & Zhou, Kevin Zheng & Jia, Liangding, 2021. "How does human capital foster product innovation? The contingent roles of industry cluster features," Journal of Business Research, Elsevier, vol. 130(C), pages 335-347.
    21. Liu, Weihua & Long, Shangsong & Wei, Shuang, 2022. "Correlation mechanism between smart technology and smart supply chain innovation performance: A multi-case study from China's companies with Physical Internet," International Journal of Production Economics, Elsevier, vol. 245(C).
    22. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    23. Bartram, Söhnke M. & Hou, Kewei & Kim, Sehoon, 2022. "Real effects of climate policy: Financial constraints and spillovers," Journal of Financial Economics, Elsevier, vol. 143(2), pages 668-696.
    24. Jeffrey D. Sachs & Laurence J. Kotlikoff, 2012. "Smart Machines and Long-Term Misery," NBER Working Papers 18629, National Bureau of Economic Research, Inc.
    25. Muhammad, Bashir, 2019. "Energy consumption, CO2 emissions and economic growth in developed, emerging and Middle East and North Africa countries," Energy, Elsevier, vol. 179(C), pages 232-245.
    26. Trajtenberg, Manuel, 2018. "AI as the next GPT: a Political-Economy Perspective," CEPR Discussion Papers 12721, C.E.P.R. Discussion Papers.
    27. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    28. Qiping Xu & Taehyun Kim, 2022. "Financial Constraints and Corporate Environmental Policies," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 576-635.
    29. Chi, Yi & Hu, Ning & Lu, Dong & Yang, Yang, 2023. "Green investment funds and corporate green innovation: From the logic of social value," Energy Economics, Elsevier, vol. 119(C).
    30. Thomas Philippon, 2019. "On Fintech and Financial Inclusion," NBER Working Papers 26330, National Bureau of Economic Research, Inc.
    31. Forés, Beatriz & Camisón, César, 2016. "Does incremental and radical innovation performance depend on different types of knowledge accumulation capabilities and organizational size?," Journal of Business Research, Elsevier, vol. 69(2), pages 831-848.
    32. Ying Liu & Ravi Aron, 2015. "Organizational Control, Incentive Contracts, and Knowledge Transfer in Offshore Business Process Outsourcing," Information Systems Research, INFORMS, vol. 26(1), pages 81-99, March.
    33. Aaron C. van Klyton & Said Rutabayiro-Ngoga & Lakmal Liyanage, 2020. "Chinese investment in the Sierra Leone telecommunications sector: international financial institutions, neoliberalism and organisational fields," Review of African Political Economy, Taylor & Francis Journals, vol. 47(164), pages 220-237, April.
    34. Solomon, Edna Maeyen & van Klyton, Aaron, 2020. "The impact of digital technology usage on economic growth in Africa," Utilities Policy, Elsevier, vol. 67(C).
    35. David Audretsch & Diana Heger & Tobias Veith, 2015. "Infrastructure and entrepreneurship," Small Business Economics, Springer, vol. 44(2), pages 219-230, February.
    36. Sahoo, Biresh K. & Tone, Kaoru, 2009. "Radial and non-radial decompositions of profit change: With an application to Indian banking," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1130-1146, August.
    37. Jorgenson, Dale W. & Vu, Khuong M., 2016. "The ICT revolution, world economic growth, and policy issues," Telecommunications Policy, Elsevier, vol. 40(5), pages 383-397.
    38. Wang, Lei & Chen, Yangyang & Ramsey, Thomas Stephen & Hewings, Geoffrey J.D., 2021. "Will researching digital technology really empower green development?," Technology in Society, Elsevier, vol. 66(C).
    39. 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.
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