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Modelling and simulation of a four-group evolutionary game model for green innovation stakeholders: Contextual evidence in lens of sustainable development

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  • Zhou, Xiaoxiao
  • Jia, Mengyu
  • Wang, Lu
  • Sharma, Gagan Deep
  • Zhao, Xin
  • Ma, Xiaowei

Abstract

Sustainable development goals (SDGs) proposed by the United Nations Sustainable Development Agenda in 2015 guide coordinated socio-economic development of all countries. They highlight the importance of environmental protection and renewable energy. Here, evolutionary game theory was used to build green technology innovation activities of the government, public, polluting enterprises, and non-polluting enterprises of a four-group evolutionary game model under environmental regulations to discuss and analyze the strategic stability of each game subject and the influence mechanism of strategic selections. Long-term impact of green technology progress on renewable energy consumption was investigated by simulation. The evolutionary trajectory of the game system of these stakeholders was studied through simulation analysis. Under different environmental regulations, polluting and non-polluting enterprises selected different strategies. Non-polluting enterprises easily accepted environmental regulations and conducted green technological innovation to promote SDGs. The effects of command-and-control and incentive environmental regulations were better in the short- and long-term, respectively. When the compensation intensity of an enterprise to the public was low or medium, the public selected supervision. Further, establishing public participation supervision mechanism could control non-green behavior and increase the renewable energy demand of polluting and non-polluting enterprises. Finally, suggestions were provided to promote green innovation and sustainable development from the perspectives of environmental regulation and collaborative innovation.

Suggested Citation

  • Zhou, Xiaoxiao & Jia, Mengyu & Wang, Lu & Sharma, Gagan Deep & Zhao, Xin & Ma, Xiaowei, 2022. "Modelling and simulation of a four-group evolutionary game model for green innovation stakeholders: Contextual evidence in lens of sustainable development," Renewable Energy, Elsevier, vol. 197(C), pages 500-517.
    • Handle: RePEc:eee:renene:v:197:y:2022:i:c:p:500-517
    DOI: 10.1016/j.renene.2022.07.068
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    References listed on IDEAS

    as
    1. Xi Chen & Zhigang Chen, 2021. "Can China’s Environmental Regulations Effectively Reduce Pollution Emissions?," IJERPH, MDPI, vol. 18(9), pages 1-17, April.
    2. Naqvi, Asjad & Stockhammer, Engelbert, 2018. "Directed Technological Change in a Post-Keynesian Ecological Macromodel," Ecological Economics, Elsevier, vol. 154(C), pages 168-188.
    3. Anastasopoulos, Nikolaos P. & Anastasopoulos, Markos P., 2012. "The evolutionary dynamics of audit," European Journal of Operational Research, Elsevier, vol. 216(2), pages 469-476.
    4. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    5. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    6. Triguero, Angela & Moreno-Mondéjar, Lourdes & Davia, María A., 2013. "Drivers of different types of eco-innovation in European SMEs," Ecological Economics, Elsevier, vol. 92(C), pages 25-33.
    7. Wang, Jiangquan & Ma, Xiaowei & Zhang, Jun & Zhao, Xin, 2022. "Impacts of digital technology on energy sustainability: China case study," Applied Energy, Elsevier, vol. 323(C).
    8. 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.
    9. Aerts, Walter & Cormier, Denis, 2009. "Media legitimacy and corporate environmental communication," Accounting, Organizations and Society, Elsevier, vol. 34(1), pages 1-27, January.
    10. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    11. Yenipazarli, Arda, 2016. "Managing new and remanufactured products to mitigate environmental damage under emissions regulation," European Journal of Operational Research, Elsevier, vol. 249(1), pages 117-130.
    12. Ouyang, Xiaoling & Li, Qiong & Du, Kerui, 2020. "How does environmental regulation promote technological innovations in the industrial sector? Evidence from Chinese provincial panel data," Energy Policy, Elsevier, vol. 139(C).
    13. Weber, Thomas A. & Neuhoff, Karsten, 2010. "Carbon markets and technological innovation," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 115-132, September.
    14. Zhou, Xiaoxiao & Cai, Ziming & Tan, Kim Hua & Zhang, Linling & Du, Juntao & Song, Malin, 2021. "Technological innovation and structural change for economic development in China as an emerging market," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    15. Dayuan Li & Fei Tang & Lu Zhang, 2020. "Differential effects of voluntary environmental programs and mandatory regulations on corporate green innovation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(3), pages 3437-3456, September.
    16. Carlén, Björn & Dahlqvist, Anna & Mandell, Svante & Marklund, Pelle, 2019. "EU ETS emissions under the cancellation mechanism - Effects of national measures," Energy Policy, Elsevier, vol. 129(C), pages 816-825.
    17. Chen, Wenhui & Lei, Yalin, 2018. "The impacts of renewable energy and technological innovation on environment-energy-growth nexus: New evidence from a panel quantile regression," Renewable Energy, Elsevier, vol. 123(C), pages 1-14.
    18. Wesseh, Presley K. & Lin, Boqiang, 2018. "Optimal carbon taxes for China and implications for power generation, welfare, and the environment," Energy Policy, Elsevier, vol. 118(C), pages 1-8.
    19. Christainsen, Gregory B. & Haveman, Robert H., 1981. "The contribution of environmental regulations to the slowdown in productivity growth," Journal of Environmental Economics and Management, Elsevier, vol. 8(4), pages 381-390, December.
    20. Xu, Yong & Li, Shanshan & Zhou, Xiaoxiao & Shahzad, Umer & Zhao, Xin, 2022. "How environmental regulations affect the development of green finance: Recent evidence from polluting firms in China," Renewable Energy, Elsevier, vol. 189(C), pages 917-926.
    21. Ziang Liu & Tatsushi Nishi, 2019. "Government Regulations on Closed-Loop Supply Chain with Evolutionarily Stable Strategy," Sustainability, MDPI, vol. 11(18), pages 1-29, September.
    22. Hahn, Katrin, 2019. "Innovation in times of financialization: Do future-oriented innovation strategies suffer? Examples from German industry," Research Policy, Elsevier, vol. 48(4), pages 923-935.
    23. Friedman, Daniel, 1991. "Evolutionary Games in Economics," Econometrica, Econometric Society, vol. 59(3), pages 637-666, May.
    24. Bu, Maoliang & Qiao, Zhenzi & Liu, Beibei, 2020. "Voluntary environmental regulation and firm innovation in China," Economic Modelling, Elsevier, vol. 89(C), pages 10-18.
    25. Requate, Till, 2005. "Dynamic incentives by environmental policy instruments--a survey," Ecological Economics, Elsevier, vol. 54(2-3), pages 175-195, August.
    26. Yaling Deng & Daming You & Yang Zhang, 2021. "Can the Behavioural Spillover Effect Affect the Environmental Regulations Strategy Choice of Local Governments?," IJERPH, MDPI, vol. 18(9), pages 1-24, May.
    27. Kathuria, Vinish, 2007. "Informal regulation of pollution in a developing country: Evidence from India," Ecological Economics, Elsevier, vol. 63(2-3), pages 403-417, August.
    28. Niu, Shuwen & Liu, Yiyue & Ding, Yongxia & Qu, Wei, 2016. "China׳s energy systems transformation and emissions peak," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 782-795.
    29. 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.
    30. Die Hu & Yuandi Wang & Yu Li, 2017. "How Does Open Innovation Modify the Relationship between Environmental Regulations and Productivity?," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1132-1143, December.
    31. Weijiang Liu & Mingze Du & Yuxin Bai, 2021. "Mechanisms of Environmental Regulation’s Impact on Green Technological Progress—Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    32. Andrea Goldstein & Alessia Amighini & Xiaoyun Li & Taidong Zhou, 2016. "Achieving the Sustainable Development Goals: The Role for the G20 from China's Perspective," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 24(4), pages 55-72, July.
    33. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    34. Mitra, Supriya & Webster, Scott, 2008. "Competition in remanufacturing and the effects of government subsidies," International Journal of Production Economics, Elsevier, vol. 111(2), pages 287-298, February.
    35. Laurent Franckx, 2005. "Environmental Enforcement with Endogenous Ambient Monitoring," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(2), pages 195-220, February.
    36. David Popp, 2003. "Pollution control innovations and the Clean Air Act of 1990," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 22(4), pages 641-660.
    37. Encarnação, Sara & Santos, Fernando P. & Santos, Francisco C. & Blass, Vered & Pacheco, Jorge M. & Portugali, Juval, 2018. "Paths to the adoption of electric vehicles: An evolutionary game theoretical approach," Transportation Research Part B: Methodological, Elsevier, vol. 113(C), pages 24-33.
    38. 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.
    39. Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2016. "The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption," Management Science, INFORMS, vol. 62(5), pages 1235-1258, May.
    40. Shi, Beibei & Feng, Chen & Qiu, Meng & Ekeland, Anders, 2018. "Innovation suppression and migration effect: The unintentional consequences of environmental regulation," China Economic Review, Elsevier, vol. 49(C), pages 1-23.
    41. Friedman, James W. & Mezzetti, Claudio, 2002. "Bounded rationality, dynamic oligopoly, and conjectural variations," Journal of Economic Behavior & Organization, Elsevier, vol. 49(3), pages 287-306, November.
    42. Kneller, Richard & Manderson, Edward, 2012. "Environmental regulations and innovation activity in UK manufacturing industries," Resource and Energy Economics, Elsevier, vol. 34(2), pages 211-235.
    43. 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.
    44. Liu, Junxia, 2019. "China's renewable energy law and policy: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 99(C), pages 212-219.
    45. Moledina, Amyaz A. & Coggins, Jay S. & Polasky, Stephen & Costello, Christopher, 2003. "Dynamic environmental policy with strategic firms: prices versus quantities," Journal of Environmental Economics and Management, Elsevier, vol. 45(2, Supple), pages 356-376, March.
    46. 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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    2. Feng Liu & Yihang Wei & Yu Du & Tao Lv, 2022. "Mechanism and Influencing Factors of Low-Carbon Coal Power Transition under China’s Carbon Trading Scheme: An Evolutionary Game Analysis," IJERPH, MDPI, vol. 20(1), pages 1-15, December.
    3. Xiaoxue Liu & Fuzhen Cao & Shuangshuang Fan, 2022. "Does Human Capital Matter for China’s Green Growth?—Examination Based on Econometric Model and Machine Learning Methods," IJERPH, MDPI, vol. 19(18), pages 1-27, September.
    4. 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.
    5. Jun Qian & Tongda Zhang & Xiao Sun & Yueting Chai, 2023. "The coordination of collective and individual solutions in risk-resistant scenarios," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 96(2), pages 1-15, February.

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