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Towards Carbon Neutrality: Carbon Emission Performance of Science and Technology Finance Policy

Author

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  • Hong Xu

    (Business School, Shandong Normal University, Jinan 250358, China)

  • Baozhen Liu

    (Business School, Shandong Normal University, Jinan 250358, China)

  • Kai Lin

    (Business School, Shandong Normal University, Jinan 250358, China)

  • Yunyun Zhang

    (Business School, Shandong Normal University, Jinan 250358, China)

  • Bei Liu

    (School of Management, Nanjing University of Posts and Telecommunications, Nanjing 210003, China)

  • Mingjie Xie

    (School of Management, Nanjing University of Posts and Telecommunications, Nanjing 210003, China)

Abstract

Combining technology with finance is the focus of supporting economic structure adjustment, and environmental benefits are also the proper meaning of the policy. Using the panel data of 274 cities in China from 2006 to 2017, this paper examines the impact of the Science and Technology Finance Policy (STFP) on carbon emission intensity in pilot cities and the transmission mechanisms through the difference-in-differences method and further explores the impact of STFP on the carbon emission intensity in neighboring cities. The results show that (1) STFP has significantly reduced carbon emission intensity in pilot cities and has dynamic effects, which gradually increase over time. There is significant heterogeneity in the carbon emission reduction effect of STFP, which produces stronger policy effects in first and second-tier cities and cities with higher information levels. (2) STFP achieves carbon emission reduction effects through three main pathways: the total factor productivity improvement effect, innovative elements agglomeration effect, and industrial structure optimization effect. (3) The STFP and national e-commerce demonstration policy have an interactive effect, and the two jointly contribute to the reduction in carbon emission intensity. From the perspective of a spatial effect, STFP has a radiation effect; that is, STFP not only reduces local carbon emission intensity but also curbs the carbon emission intensity in neighboring areas.

Suggested Citation

  • Hong Xu & Baozhen Liu & Kai Lin & Yunyun Zhang & Bei Liu & Mingjie Xie, 2022. "Towards Carbon Neutrality: Carbon Emission Performance of Science and Technology Finance Policy," IJERPH, MDPI, vol. 19(24), pages 1-22, December.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:24:p:16811-:d:1003554
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    as
    1. Hyytinen, Ari & Toivanen, Otto, 2005. "Do financial constraints hold back innovation and growth?: Evidence on the role of public policy," Research Policy, Elsevier, vol. 34(9), pages 1385-1403, November.
    2. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    3. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    4. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar, 2018. "Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 130-142.
    5. 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).
    6. Apergis, Nicholas & Payne, James E., 2009. "CO2 emissions, energy usage, and output in Central America," Energy Policy, Elsevier, vol. 37(8), pages 3282-3286, August.
    7. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    8. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    9. Trinugroho, Irwan & Law, Siong Hook & Lee, Weng Chang & Wiwoho, Jamal & Sergi, Bruno S., 2021. "Effect of financial development on innovation: Roles of market institutions," Economic Modelling, Elsevier, vol. 103(C).
    10. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    11. Ilyina, Anna & Samaniego, Roberto, 2012. "Structural change and financing constraints," Journal of Monetary Economics, Elsevier, vol. 59(2), pages 166-179.
    12. Kapetaniou, Chrystalla & Samdanis, Marios & Lee, Soo Hee, 2018. "Innovation policies of Cyprus during the global economic crisis: Aligning financial institutions with National Innovation System," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 29-40.
    13. Xue, Xinhong & Wang, Zhongcheng, 2021. "Impact of finance pressure on energy intensity: Evidence from China’s manufacturing sectors," Energy, Elsevier, vol. 226(C).
    14. Song, Malin & Ai, Hongshan & Li, Xie, 2015. "Political connections, financing constraints, and the optimization of innovation efficiency among China's private enterprises," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 290-299.
    15. Muhammad Awais Baloch & Ilhan Ozturk & Festus Victor Bekun & Danish Khan, 2021. "Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 176-184, January.
    16. Hicks, J. R., 1969. "A Theory of Economic History," OUP Catalogue, Oxford University Press, number 9780198811633.
    17. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    18. Cheng, Zhonghua & Li, Lianshui & Liu, Jun, 2018. "Industrial structure, technical progress and carbon intensity in China's provinces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2935-2946.
    19. Lydia Greunz, 2004. "Industrial structure and innovation - evidence from European regions," Journal of Evolutionary Economics, Springer, vol. 14(5), pages 563-592, December.
    20. Voigt, Sebastian & De Cian, Enrica & Schymura, Michael & Verdolini, Elena, 2014. "Energy intensity developments in 40 major economies: Structural change or technology improvement?," Energy Economics, Elsevier, vol. 41(C), pages 47-62.
    21. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    22. George, Gerard & Prabhu, Ganesh N., 2003. "Developmental financial institutions as technology policy instruments: implications for innovation and entrepreneurship in emerging economies," Research Policy, Elsevier, vol. 32(1), pages 89-108, January.
    23. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    24. Bonte, Werner, 2004. "Spillovers from publicly financed business R&D: some empirical evidence from Germany," Research Policy, Elsevier, vol. 33(10), pages 1635-1655, December.
    25. Wang, Huiqing & Wei, Weixian, 2020. "Coordinating technological progress and environmental regulation in CO2 mitigation: The optimal levels for OECD countries & emerging economies," Energy Economics, Elsevier, vol. 87(C).
    26. Haining Fang & Qing Yang & Jinmei Wang & Xingxing Liu & Miguel Fuentes, 2021. "Coupling Coordination between Technology Transfer in Universities and High-Tech Industries Development in China," Complexity, Hindawi, vol. 2021, pages 1-16, July.
    27. Kim, Seokchin & Lee, Hyunchul & Kim, Joongi, 2016. "Divergent effects of external financing on technology innovation activity: Korean evidence," Technological Forecasting and Social Change, Elsevier, vol. 106(C), pages 22-30.
    28. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    29. Xiangping Jia, 2020. "Priming the pump of impact entrepreneurship and social finance in China," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 37(4), pages 1293-1311, December.
    30. Zhongju Liao, 2020. "Is environmental innovation conducive to corporate financing? The moderating role of advertising expenditures," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 954-961, March.
    31. Wu, Tao & Kung, Chih-Chun, 2020. "Carbon emissions, technology upgradation and financing risk of the green supply chain competition," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    32. Sigala, Marianna, 2020. "Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research," Journal of Business Research, Elsevier, vol. 117(C), pages 312-321.
    33. Nunes, Paulo Maçãs & Serrasqueiro, Zélia & Leitão, João, 2012. "Is there a linear relationship between R&D intensity and growth? Empirical evidence of non-high-tech vs. high-tech SMEs," Research Policy, Elsevier, vol. 41(1), pages 36-53.
    34. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    35. Lydia Greunz, 2004. "Industrial structure and innovation," ULB Institutional Repository 2013/9461, ULB -- Universite Libre de Bruxelles.
    36. Papyrakis, Elissaios & Gerlagh, Reyer, 2004. "The resource curse hypothesis and its transmission channels," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 181-193, March.
    37. Xiaochun Zhao & Mei Jiang & Wei Zhang, 2022. "Decoupling between Economic Development and Carbon Emissions and Its Driving Factors: Evidence from China," IJERPH, MDPI, vol. 19(5), pages 1-15, March.
    38. Yuan, Shengjun & Musibau, Hammed Oluwaseyi & Genç, Sema Yılmaz & Shaheen, Riffat & Ameen, Anam & Tan, Zhixiong, 2021. "Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    39. Eapen, Alex & Yeo, Jihye & Sasidharan, Subash, 2019. "Finance constraints and technology spillovers from foreign to domestic firms," Economic Modelling, Elsevier, vol. 76(C), pages 50-62.
    40. Gao, Kang & Yuan, Yijun, 2021. "The effect of innovation-driven development on pollution reduction: Empirical evidence from a quasi-natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    41. Yuyu Liu & Duan Ji & Lin Zhang & Jingjing An & Wenyan Sun, 2021. "Rural Financial Development Impacts on Agricultural Technology Innovation: Evidence from China," IJERPH, MDPI, vol. 18(3), pages 1-17, January.
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