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Green Innovation Mode under Carbon Tax and Innovation Subsidy: An Evolutionary Game Analysis for Portfolio Policies

Author

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  • Shengzhong Zhang

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Yingmin Yu

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Qihong Zhu

    (School of Business Administration, Shanghai Lixin University of Accounting and Finance, Shanghai 201620, China)

  • Chun Martin Qiu

    (Lazaridis School of Business and Economics, Wilfrid Laurier University, Waterloo, ON N2L 3C5, Canada)

  • Aixuan Tian

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

Abstract

Previous literature has shown that manufacturers’ choices between radical and incremental green innovation modes can greatly impact the tradeoff between industry growth and carbon emission reduction. Yet, how the government can motivate manufacturers to implement radical green innovations to reduce carbon emission is unclear. In this paper, the researchers construct an evolutionary game model to analyze the joint impacts of carbon tax and innovation subsidy on manufacturers’ choices of green innovation mode. We derive the conditions for manufacturers’ stable strategies. Based on those results, we find that four factors—carbon tax, innovation subsidy, consumer green preference, and manufacturers’ capabilities of absorbing and adopting new technologies—may facilitate the choice of radical innovation. Furthermore, we conduct numerical simulations to verify the theoretical results, and further illustrate how the synergy of carbon tax rate and subsidy level affects the evolution of the green innovation mode choices. Specifically, we demonstrate the superiority of portfolio policy in the early stage of green innovation over single policy. In contrast, in the later stage, it is carbon tax but not innovation subsidy that remains effective. We discuss the insights for the government to formulate appropriate environmental policies to effectively promote the adoption of green innovation and reduce carbon emission.

Suggested Citation

  • Shengzhong Zhang & Yingmin Yu & Qihong Zhu & Chun Martin Qiu & Aixuan Tian, 2020. "Green Innovation Mode under Carbon Tax and Innovation Subsidy: An Evolutionary Game Analysis for Portfolio Policies," Sustainability, MDPI, vol. 12(4), pages 1-22, February.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:4:p:1385-:d:320224
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    1. Yenipazarli, Arda, 2019. "Incentives for environmental research and development: Consumer preferences, competitive pressure and emissions taxation," European Journal of Operational Research, Elsevier, vol. 276(2), pages 757-769.
    2. Daron Acemoglu & Ufuk Akcigit & Douglas Hanley & William Kerr, 2016. "Transition to Clean Technology," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 52-104.
    3. Chen, Zi-yue & Nie, Pu-yan, 2016. "Effects of carbon tax on social welfare: A case study of China," Applied Energy, Elsevier, vol. 183(C), pages 1607-1615.
    4. George van Leeuwen & Pierre Mohnen, 2017. "Revisiting the Porter hypothesis: an empirical analysis of Green innovation for the Netherlands," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 63-77, February.
    5. Fei, Li & Dong, Suocheng & Xue, Li & Liang, Quanxi & Yang, Wangzhou, 2011. "Energy consumption-economic growth relationship and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 39(2), pages 568-574, February.
    6. Huang, Zhehao & Liao, Gaoke & Li, Zhenghui, 2019. "Loaning scale and government subsidy for promoting green innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 148-156.
    7. Lin, Boqiang & Li, Xuehui, 2011. "The effect of carbon tax on per capita CO2 emissions," Energy Policy, Elsevier, vol. 39(9), pages 5137-5146, September.
    8. Friedman, Daniel, 1991. "Evolutionary Games in Economics," Econometrica, Econometric Society, vol. 59(3), pages 637-666, May.
    9. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    10. Zhao, Rui & Zhou, Xiao & Han, Jiaojie & Liu, Chengliang, 2016. "For the sustainable performance of the carbon reduction labeling policies under an evolutionary game simulation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 262-274.
    11. He, Senyu & Yin, Jianhua & Zhang, Bin & Wang, Zhaohua, 2018. "How to upgrade an enterprise’s low-carbon technologies under a carbon tax: The trade-off between tax and upgrade fee," Applied Energy, Elsevier, vol. 227(C), pages 564-573.
    12. Amir, Rabah, 2000. "Modelling imperfectly appropriable R&D via spillovers," International Journal of Industrial Organization, Elsevier, vol. 18(7), pages 1013-1032, October.
    13. Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
    14. Bergek, Anna & Berggren, Christian, 2014. "The impact of environmental policy instruments on innovation: A review of energy and automotive industry studies," Ecological Economics, Elsevier, vol. 106(C), pages 112-123.
    15. Yali Zhang & Jun Sun & Zhaojun Yang & Shurong Li, 2018. "Organizational Learning and Green Innovation: Does Environmental Proactivity Matter?," Sustainability, MDPI, vol. 10(10), pages 1-14, October.
    16. Shuanglian Chen & Zhehao Huang & Benjamin M. Drakeford & Pierre Failler, 2019. "Lending Interest Rate, Loaning Scale, and Government Subsidy Scale in Green Innovation," Energies, MDPI, vol. 12(23), pages 1-22, November.
    17. 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.
    18. Gongbing Bi & Minyue Jin & Liuyi Ling & Feng Yang, 2017. "Environmental subsidy and the choice of green technology in the presence of green consumers," Annals of Operations Research, Springer, vol. 255(1), pages 547-568, August.
    19. Shaofu Du & Jiaang Zhu & Huifang Jiao & Wuyi Ye, 2015. "Game-theoretical analysis for supply chain with consumer preference to low carbon," International Journal of Production Research, Taylor & Francis Journals, vol. 53(12), pages 3753-3768, June.
    20. Douglas Hanley & Daron Acemoglu & Ufuk Akcigit & William Kerr, 2014. "Transition to Clean Technology," Working Paper 534, Department of Economics, University of Pittsburgh, revised Jan 2014.
    21. Qiang Wang & Zhongfu Tan & Gejirifu De & Qingkun Tan & Lei Pu, 2019. "An Evolutionary Game Study of Clean Heating Promotion Mechanisms under the Policy Regulation in China," Sustainability, MDPI, vol. 11(14), pages 1-22, July.
    22. Li, Nan & Chen, Wenying, 2018. "Modeling China’s interprovincial coal transportation under low carbon transition," Applied Energy, Elsevier, vol. 222(C), pages 267-279.
    23. Gérard P. Cachon & Martin A. Lariviere, 2005. "Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations," Management Science, INFORMS, vol. 51(1), pages 30-44, January.
    24. Min Xue & Francis Boadu & Yu Xie, 2019. "The Penetration of Green Innovation on Firm Performance: Effects of Absorptive Capacity and Managerial Environmental Concern," Sustainability, MDPI, vol. 11(9), pages 1-24, April.
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    21. Liping Wang & Zhijia Wang & Lili Tian & Chuang Li, 2022. "Evolutionary Game and Numerical Simulation of Enterprises’ Green Technology Innovation: Based on the Credit Sales Financing Service of Supply Chain," Sustainability, MDPI, vol. 15(1), pages 1-25, December.
    22. Wen Qi & Yanyang Yan & Hongbing Yin, 2023. "Protecting Innovation Sustainability: R&D Manipulation and Effective Regulation Based on a Two-Scenario Evolutionary Game Perspective," Sustainability, MDPI, vol. 15(12), pages 1-21, June.
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