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Peer effect in green credit induced green innovation: An empirical study from China's Green Credit Guidelines

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  • Tan, Xiujie
  • Yan, Yaxue
  • Dong, Yuyang

Abstract

Green credit policy has been increasingly critical in easing financing restraints on green innovation. China's Green Credit Guidelines (GCGs) limit loans to industries with high pollution, high energy intensity and overcapacity (THOS industries), and provide financial support to non-THOS industries. This study investigates the effects of the GCGs on green innovation from the perspective of peer effect. It explores mutual influences among THOS and non-THOS enterprises to reveal mechanisms underlying the peer effect. The key results are as follows. First, the peer effect positively influences the quality of enterprises’ green innovation; compared with THOS industries, the GCGs could strengthen the peer effect of green innovation in non-THOS industries. Second, after implementing the GCGs, compared with THOS industry, the peer effect of green innovation in non-THOS industries is stronger. Green innovation in THOS enterprises could promote green innovation in non-THOS enterprises in the same peer group. Third, the stricter the financing constraint and the fiercer the industrial competition faced by enterprises, the weaker the peer effect of green innovation among industries. The higher the degree of marketization, the stronger the peer effect of green innovation for non-THOS enterprises.

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  • Tan, Xiujie & Yan, Yaxue & Dong, Yuyang, 2022. "Peer effect in green credit induced green innovation: An empirical study from China's Green Credit Guidelines," Resources Policy, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s030142072200068x
    DOI: 10.1016/j.resourpol.2022.102619
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    as
    1. Brav, Alon & Jiang, Wei & Ma, Song & Tian, Xuan, 2018. "How does hedge fund activism reshape corporate innovation?," Journal of Financial Economics, Elsevier, vol. 130(2), pages 237-264.
    2. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    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. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    5. Campiglio, Emanuele, 2016. "Beyond carbon pricing: The role of banking and monetary policy in financing the transition to a low-carbon economy," Ecological Economics, Elsevier, vol. 121(C), pages 220-230.
    6. Xin, Fu & Zhang, Jie & Zheng, Wenping, 2017. "Does credit market impede innovation? Based on the banking structure analysis," International Review of Economics & Finance, Elsevier, vol. 52(C), pages 268-288.
    7. Maria Luisa Mancusi & Andrea Vezzulli, 2014. "R&D AND CREDIT RATIONING IN SMEs," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1153-1172, July.
    8. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    9. An, Simin & Li, Bo & Song, Dongping & Chen, Xue, 2021. "Green credit financing versus trade credit financing in a supply chain with carbon emission limits," European Journal of Operational Research, Elsevier, vol. 292(1), pages 125-142.
    10. Lee, Lung-fei, 2007. "The method of elimination and substitution in the GMM estimation of mixed regressive, spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 140(1), pages 155-189, September.
    11. Dannhauser, Caitlin D., 2017. "The impact of innovation: Evidence from corporate bond exchange-traded funds (ETFs)," Journal of Financial Economics, Elsevier, vol. 125(3), pages 537-560.
    12. Luo, Sumei & Yu, Shenghui & Zhou, Guangyou, 2021. "Does green credit improve the core competence of commercial banks? Based on quasi-natural experiments in China," Energy Economics, Elsevier, vol. 100(C).
    13. Beladi, Hamid & Deng, Jie & Hu, May, 2021. "Cash flow uncertainty, financial constraints and R&D investment," International Review of Financial Analysis, Elsevier, vol. 76(C).
    14. Ellison, Glenn & Fudenberg, Drew, 1993. "Rules of Thumb for Social Learning," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 612-643, August.
    15. Yao, Li & Li, Jun & Li, Jian, 2020. "Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    16. Claudia Ghisetti & Susanna Mancinelli & Massimiliano Mazzanti & Mariangela Zoli, 2017. "Financial barriers and environmental innovations: evidence from EU manufacturing firms," Climate Policy, Taylor & Francis Journals, vol. 17(0), pages 131-147, June.
    17. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    18. Pesaran, M. Hashem & Yang, Cynthia Fan, 2020. "Econometric analysis of production networks with dominant units," Journal of Econometrics, Elsevier, vol. 219(2), pages 507-541.
    19. Song, Malin & Xie, Qianjiao & Shen, Zhiyang, 2021. "Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints," Energy Policy, Elsevier, vol. 153(C).
    20. Meng, Bo & Liu, Yu & Andrew, Robbie & Zhou, Meifang & Hubacek, Klaus & Xue, Jinjun & Peters, Glen & Gao, Yuning, 2018. "More than half of China’s CO2 emissions are from micro, small and medium-sized enterprises," Applied Energy, Elsevier, vol. 230(C), pages 712-725.
    21. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    22. Ming-Jer Chen & Ken G. Smith & Curtis M. Grimm, 1992. "Action Characteristics as Predictors of Competitive Responses," Management Science, INFORMS, vol. 38(3), pages 439-455, March.
    23. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    24. Aastvedt, Tonje Marthinsen & Behmiri, Niaz Bashiri & Lu, Li, 2021. "Does green innovation damage financial performance of oil and gas companies?," Resources Policy, Elsevier, vol. 73(C).
    25. Polzin, Friedemann, 2017. "Mobilizing private finance for low-carbon innovation – A systematic review of barriers and solutions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 525-535.
    26. Amankwah-Amoah, Joseph & Hinson, Robert E., 2019. "Contextual influences on new technology ventures: A study of domestic firms in Ghana," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 289-296.
    27. Zhang, Dongyang & Guo, Yumei, 2019. "Financing R&D in Chinese private firms: Business associations or political connection?," Economic Modelling, Elsevier, vol. 79(C), pages 247-261.
    28. Wang, Chengqi & Yi, Jingtao & Kafouros, Mario & Yan, Yanni, 2015. "Under what institutional conditions do business groups enhance innovation performance?," Journal of Business Research, Elsevier, vol. 68(3), pages 694-702.
    29. Barros, Henrique M., 2021. "Neither at the cutting edge nor in a patent-friendly environment: Appropriating the returns from innovation in a less developed economy," Research Policy, Elsevier, vol. 50(1).
    30. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    31. Yuan, Dongliang & Shang, Duo & Ma, Yufei & Li, Dehui, 2022. "The Spillover Effects of Peer Annual Report Tone for Firm Innovation Investment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    32. Qiang, Qiu & Jian, Chen, 2020. "Natural resource endowment, institutional quality and China's regional economic growth," Resources Policy, Elsevier, vol. 66(C).
    33. Fenghua Pan & Bofei Yang, 2019. "Financial development and the geographies of startup cities: evidence from China," Small Business Economics, Springer, vol. 52(3), pages 743-758, March.
    34. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    35. Lin, Runhui & Xie, Zaiyang & Hao, Yunhong & Wang, Jie, 2020. "Improving high-tech enterprise innovation in big data environment: A combinative view of internal and external governance," International Journal of Information Management, Elsevier, vol. 50(C), pages 575-585.
    36. Philippe Aghion & Xavier Jaravel, 2015. "Knowledge Spillovers, Innovation and Growth," Economic Journal, Royal Economic Society, vol. 0(583), pages 533-573, March.
    37. Li, Changqing & Lu, Jian, 2018. "R&D, financing constraints and export green-sophistication in China," China Economic Review, Elsevier, vol. 47(C), pages 234-244.
    38. Yu, Jian & Fu, Jiasha, 2021. "Credit rationing, innovation, and productivity: Evidence from small- and medium-sized enterprises in China," Economic Modelling, Elsevier, vol. 97(C), pages 220-230.
    39. Yano, Go & Shiraishi, Maho, 2020. "Finance, institutions, and innovation activities in China," Economic Systems, Elsevier, vol. 44(4).
    40. Deng, Yaling & You, Daming & Wang, Jingjing, 2022. "Research on the nonlinear mechanism underlying the effect of tax competition on green technology innovation - An analysis based on the dynamic spatial Durbin model and the threshold panel model," Resources Policy, Elsevier, vol. 76(C).
    41. Lee, Lung-fei, 2007. "GMM and 2SLS estimation of mixed regressive, spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 137(2), pages 489-514, April.
    42. Song, Malin & Wang, Shuhong & Sun, Jing, 2018. "Environmental regulations, staff quality, green technology, R&D efficiency, and profit in manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 1-14.
    43. Chang, Kai & Zeng, Yonghong & Wang, Weihong & Wu, Xin, 2019. "The effects of credit policy and financial constraints on tangible and research & development investment: Firm-level evidence from China's renewable energy industry," Energy Policy, Elsevier, vol. 130(C), pages 438-447.
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