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Do heterogenous subsides work differently on environmental innovation? A mechanism exploration approach

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  • Zhang, Dongyang

Abstract

Understanding the relationship between subsidies and environmental innovation, while accounting for the heterogeneous impacts of subsidies on different types of firms, can help to evaluate the impact of existing subsidy policies and provide suggestions for future policies. In this paper, we construct a listed-firm-level panel database for China, which contains fundamental information and data on environment, sustainability and governance (ESG) for the period 2013–2019. In addition, we explore how government subsidies and environment-oriented subsidies impact environmental innovation and the mechanisms involved. We find that the subsidies have significant and positive impacts on green innovation for all our research samples; however, cleaner production firms receive significantly greater benefits from subsidies than heavily-polluting firms. Besides, environment-oriented subsidies have a significant and positive effect on both heavily polluting and cleaner production firms. In addition, general subsidies and environment-oriented subsidies both improve environmental innovations for cleaner production firms regardless of the level of financial constraints, while they only help alleviate financial constraints and contribute to environmental innovation for heavily-polluting firms that are highly financially constrained. Moreover, we uncover the greenwashing mechanisms that conceal the impact of environmental subsidies and help explain the low efficiency of usage of subsidies for environmental innovation.

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  • Zhang, Dongyang, 2022. "Do heterogenous subsides work differently on environmental innovation? A mechanism exploration approach," Energy Economics, Elsevier, vol. 114(C).
    • Handle: RePEc:eee:eneeco:v:114:y:2022:i:c:s0140988322003772
    DOI: 10.1016/j.eneco.2022.106233
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    as
    1. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    2. Sun, Ya-Fang & Zhang, Yue-Jun & Su, Bin, 2022. "Impact of government subsidy on the optimal R&D and advertising investment in the cooperative supply chain of new energy vehicles," Energy Policy, Elsevier, vol. 164(C).
    3. D. Michael Long & Janet D. Payne & Chenyang Feng, 1999. "Information Transmission In The Shanghai Equity Market," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(1), pages 29-45, March.
    4. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    5. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    6. Alan D. Jagolinzer & David F. Larcker & Gaizka Ormazabal & Daniel J. Taylor, 2020. "Political Connections and the Informativeness of Insider Trades," Journal of Finance, American Finance Association, vol. 75(4), pages 1833-1876, August.
    7. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    8. Josh Ederington & Jenny Minier, 2003. "Is environmental policy a secondary trade barrier? An empirical analysis," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 36(1), pages 137-154, March.
    9. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    10. Yan, Zheming & Zou, Baoling & Du, Kerui & Li, Ke, 2020. "Do renewable energy technology innovations promote China's green productivity growth? Fresh evidence from partially linear functional-coefficient models," Energy Economics, Elsevier, vol. 90(C).
    11. Xia, Li & Gao, Shuo & Wei, Jiuchang & Ding, Qiying, 2022. "Government subsidy and corporate green innovation - Does board governance play a role?," Energy Policy, Elsevier, vol. 161(C).
    12. Maia David & Bernard Sinclair-Desgagné, 2010. "Pollution Abatement Subsidies and the Eco-Industry," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(2), pages 271-282, February.
    13. Contreras, Salvador & Ghosh, Amit & Kong, Joon Ho, 2021. "Financial crisis, Bank failures and corporate innovation," Journal of Banking & Finance, Elsevier, vol. 129(C).
    14. De Marchi, Valentina, 2012. "Environmental innovation and R&D cooperation: Empirical evidence from Spanish manufacturing firms," Research Policy, Elsevier, vol. 41(3), pages 614-623.
    15. Yu, Ellen Pei-yi & Luu, Bac Van & Chen, Catherine Huirong, 2020. "Greenwashing in environmental, social and governance disclosures," Research in International Business and Finance, Elsevier, vol. 52(C).
    16. Albert N. Link & John T. Scott, 2013. "Private Investor Participation and Commercialization Rates for Government-sponsored Research and Development: Would a Prediction Market Improve the Performance of the SBIR Programme?," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 11, pages 157-174, Edward Elgar Publishing.
    17. Andrew King & Michael Lenox, 2002. "Exploring the Locus of Profitable Pollution Reduction," Management Science, INFORMS, vol. 48(2), pages 289-299, February.
    18. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    19. repec:hig:wpaper:101sti2019 is not listed on IDEAS
    20. Jiangjing Que & Xueyong Zhang, 2020. "The role of foreign and domestic venture capital in innovation: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(S1), pages 1077-1110, April.
    21. Zhang, Dongyang & Jin, Yue, 2021. "R&D and environmentally induced innovation: Does financial constraint play a facilitating role?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    22. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
    23. Li, Fengshu & Andries, Petra & Pellens, Maikel & Xu, Jianzhong, 2021. "The importance of large firms for generating economic value from subsidized technological innovation: A regional perspective," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    24. Dayuan Li & Min Huang & Shenggang Ren & Xiaohong Chen & Lutao Ning, 2018. "Environmental Legitimacy, Green Innovation, and Corporate Carbon Disclosure: Evidence from CDP China 100," Journal of Business Ethics, Springer, vol. 150(4), pages 1089-1104, July.
    25. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    26. Yang, Chih-Hai & Tseng, Yu-Hsuan & Chen, Chiang-Ping, 2012. "Environmental regulations, induced R&D, and productivity: Evidence from Taiwan's manufacturing industries," Resource and Energy Economics, Elsevier, vol. 34(4), pages 514-532.
    27. Kao, Erin H. & Yeh, Chih-Chuan & Wang, Li-Hsun & Fung, Hung-Gay, 2018. "The relationship between CSR and performance: Evidence in China," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 155-170.
    28. Baldi, Francesco & Pandimiglio, Alessandro, 2022. "The role of ESG scoring and greenwashing risk in explaining the yields of green bonds: A conceptual framework and an econometric analysis," Global Finance Journal, Elsevier, vol. 52(C).
    29. Zhang, Dongyang, 2022. "Environmental regulation and firm product quality improvement: How does the greenwashing response?," International Review of Financial Analysis, Elsevier, vol. 80(C).
    30. Bi, Kexin & Huang, Ping & Wang, Xiangxiang, 2016. "Innovation performance and influencing factors of low-carbon technological innovation under the global value chain: A case of Chinese manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 275-284.
    31. Hou, Qingsong & Hu, May & Yuan, Yuan, 2017. "Corporate innovation and political connections in Chinese listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 158-176.
    32. 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.
    33. Krammer, Sorin M.S. & Jiménez, Alfredo, 2020. "Do political connections matter for firm innovation? Evidence from emerging markets in Central Asia and Eastern Europe," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    34. Mignon Halderen & Mamta Bhatt & Guido A. J. M. Berens & Tom J. Brown & Cees Riel, 2016. "Managing Impressions in the Face of Rising Stakeholder Pressures: Examining Oil Companies’ Shifting Stances in the Climate Change Debate," Journal of Business Ethics, Springer, vol. 133(3), pages 567-582, February.
    35. Wu, Yizhong & Lee, Chien-Chiang & Lee, Chi-Chuan & Peng, Diyun, 2022. "Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China," Journal of Banking & Finance, Elsevier, vol. 140(C).
    36. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    37. Zhang, Dongyang, 2022. "Green financial system regulation shock and greenwashing behaviors: Evidence from Chinese firms," Energy Economics, Elsevier, vol. 111(C).
    38. Bouncken, Ricarda B. & Kraus, Sascha, 2013. "Innovation in knowledge-intensive industries: The double-edged sword of coopetition," Journal of Business Research, Elsevier, vol. 66(10), pages 2060-2070.
    39. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    40. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    41. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.
    42. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    43. Kesidou, Effie & Demirel, Pelin, 2012. "On the drivers of eco-innovations: Empirical evidence from the UK," Research Policy, Elsevier, vol. 41(5), pages 862-870.
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