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Spatial Effects of Environmental Regulation and Green Credits on Green Technology Innovation under Low-Carbon Economy Background Conditions

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  • Quan Guo

    (School of Management, China University of Mining and Technology, Xuzhou 221116, China
    School of Business, Global Institute of Software Technology, Suzhou 215000, China)

  • Min Zhou

    (School of Management, China University of Mining and Technology, Xuzhou 221116, China)

  • Nana Liu

    (School of Management, China University of Mining and Technology, Xuzhou 221116, China)

  • Yaoyu Wang

    (Research Center for Smarter Supply Chain, Dongwu Business School, Soochow University, Suzhou 215000, China)

Abstract

Based on the data of green credit (GC), environmental regulation (ER) and green technology innovation (GTI) in 30 provinces and cities of China from 2007 to 2016, this study investigated the relationship between green credit and green technology innovation development and analyzed the adjustment effect of ER on GC to promote GTI using Geoda and Matlab2016 software, so as to further guide and encourage GC. The results show that GTI in 30 provinces and municipalities in China has a significant spatial agglomeration effect. Single GC plays a certain role in promoting local technology innovation, but it fails to influences the surrounding areas. Environmental regulation has a certain regulatory effect on the relationship between green credit and green technology innovation in the province but also fails to influences the surrounding areas.

Suggested Citation

  • Quan Guo & Min Zhou & Nana Liu & Yaoyu Wang, 2019. "Spatial Effects of Environmental Regulation and Green Credits on Green Technology Innovation under Low-Carbon Economy Background Conditions," IJERPH, MDPI, vol. 16(17), pages 1-16, August.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:17:p:3027-:d:259631
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    1. Xinghe Liu & Enxian Wang & Danting Cai, 2018. "Environmental Regulation and Corporate Financing—Quasi-Natural Experiment Evidence from China," Sustainability, MDPI, vol. 10(11), pages 1-22, November.
    2. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    3. Jiangfeng Hu & Zhao Wang & Yuehan Lian & Qinghua Huang, 2018. "Environmental Regulation, Foreign Direct Investment and Green Technological Progress—Evidence from Chinese Manufacturing Industries," IJERPH, MDPI, vol. 15(2), pages 1-14, January.
    4. Solomon Tadesse, 2005. "Financial Development and Technology," William Davidson Institute Working Papers Series wp749, William Davidson Institute at the University of Michigan.
    5. Carrión-Flores, Carmen E. & Innes, Robert & Sam, Abdoul G., 2013. "Do voluntary pollution reduction programs (VPRs) spur or deter environmental innovation? Evidence from 33/50," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 444-459.
    6. Bisheng Du & Qing Liu & Guiping Li, 2017. "Coordinating Leader-Follower Supply Chain with Sustainable Green Technology Innovation on Their Fairness Concerns," IJERPH, MDPI, vol. 14(11), pages 1-23, November.
    7. Antoine Dechezleprêtre & Misato Sato, 2017. "The Impacts of Environmental Regulations on Competitiveness," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 183-206.
    8. Jun-liang Du & Yong Liu & Wei-xue Diao, 2019. "Assessing Regional Differences in Green Innovation Efficiency of Industrial Enterprises in China," IJERPH, MDPI, vol. 16(6), pages 1-23, March.
    9. Wagner, Marcus, 2007. "On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms," Research Policy, Elsevier, vol. 36(10), pages 1587-1602, December.
    10. de la Fuente, Angel & Marin, JoseMaria, 1996. "Innovation, bank monitoring, and endogenous financial development," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 269-301, October.
    11. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    12. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    13. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 2004. "Financial development and the instability of open economies," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1077-1106, September.
    14. Ebru Alpay & Joe Kerkvliet & Steven Buccola, 2002. "Productivity Growth and Environmental Regulation in Mexican and U.S. Food Manufacturing," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 887-901.
    15. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    16. Chintrakarn, Pandej, 2008. "Environmental regulation and U.S. states' technical inefficiency," Economics Letters, Elsevier, vol. 100(3), pages 363-365, September.
    17. Francisco Climent & Pilar Soriano, 2011. "Green and Good? The Investment Performance of US Environmental Mutual Funds," Journal of Business Ethics, Springer, vol. 103(2), pages 275-287, October.
    18. Vijvers, W. G., 1990. "The international patent classification as a search tool," World Patent Information, Elsevier, vol. 12(1), pages 26-30.
    19. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    20. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    21. Yingyuan Guo & Xingneng Xia & Sheng Zhang & Danping Zhang, 2018. "Environmental Regulation, Government R&D Funding and Green Technology Innovation: Evidence from China Provincial Data," Sustainability, MDPI, vol. 10(4), pages 1-21, March.
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    14. Xinyu Wang & Wensen Wu & Haodong Li, 2023. "The Impact of City Ranking on Industry Shifting: An Empirical Study," Sustainability, MDPI, vol. 15(11), pages 1-16, June.
    15. Yongchao Wu & Xinyuan Wei & Yanan Liu & Huilong Li, 2024. "Can the Circular Economy Demonstration Policy Enhance the Green Innovation Level? A Quasi-Natural Experiment from China," Sustainability, MDPI, vol. 16(8), pages 1-17, April.
    16. Yuan Ma & Qiang Zhang & Qiyue Yin, 2019. "Influence of Environmental Management on Green Process Innovation: Comparison of Multiple Mediating Effects Based on Routine Replication," IJERPH, MDPI, vol. 16(22), pages 1-13, November.
    17. Yuhua Ma & Tong Lin & Qifang Xiao, 2022. "The Relationship between Environmental Regulation, Green-Technology Innovation and Green Total-Factor Productivity—Evidence from 279 Cities in China," IJERPH, MDPI, vol. 19(23), pages 1-22, December.
    18. Muyao Li & Jinsong Zhang & Ramakrishnan Ramanathan & Ruiqian Li, 2020. "Opening the Black Box: The Impacts of Environmental Regulations on Technological Innovation," IJERPH, MDPI, vol. 17(12), pages 1-18, June.
    19. Mingyue Wang & Junbi Zhou & Xiaojin Xia & Zitong Wang, 2022. "The Mixed Impact of Environmental Regulations and External Financing Constraints on Green Technological Innovation of Enterprise," IJERPH, MDPI, vol. 19(19), pages 1-18, September.
    20. Xianghua Yue & Shikuan Zhao & Xin Ding & Long Xin, 2022. "How the Pilot Low-Carbon City Policy Promotes Urban Green Innovation: Based on Temporal-Spatial Dual Perspectives," IJERPH, MDPI, vol. 20(1), pages 1-20, December.
    21. Weijiao Ye & Ziqiang Li, 2023. "The Impact of Food Production Comparative Advantage on Green Total Factor Productivity: The Moderating Role of Environmental Regulation," Agriculture, MDPI, vol. 13(11), pages 1-23, October.
    22. Khurshid, Adnan & Huang, Yupei & Cifuentes-Faura, Javier & Khan, Khalid, 2024. "Beyond borders: Assessing the transboundary effects of environmental regulation on technological development in Europe," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    23. Di Chen & Haiqing Hu & Chun‐Ping Chang, 2023. "Green finance, environment regulation, and industrial green transformation for corporate social responsibility," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2166-2181, September.

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