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A Game Strategy Study on Innovation Efficiency of China’s Listed Charging Pile Companies: Based on Generalized Fuzzy DEA Method

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  • Shanwei Li

    (School of Science, Tianjin University of Commerce, Tianjin 300134, China)

  • Jingjie Li

    (School of Science, Tianjin University of Commerce, Tianjin 300134, China)

  • Junli Ding

    (School of Science, Tianjin University of Commerce, Tianjin 300134, China)

  • Mochen Sun

    (School of Science, Tianjin University of Commerce, Tianjin 300134, China)

  • Chenying Cui

    (School of Science, Tianjin University of Commerce, Tianjin 300134, China)

Abstract

As a necessary infrastructure for new energy vehicles (NEV), charging piles have become a hot topic of social concern. Studying the innovation efficiency of charging pile companies can help to solve the development dilemma of the charging pile industry. This paper uses the generalized fuzzy data envelopment analysis (DEA) method based on game theory to study 23 Chinese listed charging pile manufacturing companies’ innovation efficiency from 2019 to 2021. On this basis, 15 charging pile technological interrelatedness companies are joined to establish a new game environment and to discuss the possibility of charging pile product manufacturing companies shifting to a new business model led by value-added service provision. The results show that the innovation efficiency of each company is significantly improved in the cooperative state, while the opposite is true in the competitive state, so cooperation is the company’s priority choice. Charging pile product manufacturing companies are more inclined to cooperate with technologically interrelated companies. The business model dominated by value-added service provision is conducive to improving the level of industrial innovation. The competition will easily lead to the decline of their innovation efficiency. Hence, companies should carefully choose their competition strategy.

Suggested Citation

  • Shanwei Li & Jingjie Li & Junli Ding & Mochen Sun & Chenying Cui, 2023. "A Game Strategy Study on Innovation Efficiency of China’s Listed Charging Pile Companies: Based on Generalized Fuzzy DEA Method," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2110-:d:1044271
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    as
    1. Banker, Rajiv D., 1980. "A game theoretic approach to measuring efficiency," European Journal of Operational Research, Elsevier, vol. 5(4), pages 262-266, October.
    2. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    3. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    4. Kang, Taewon & Baek, Chulwoo & Lee, Jeong-Dong, 2017. "The persistency and volatility of the firm R&D investment: Revisited from the perspective of technological capability," Research Policy, Elsevier, vol. 46(9), pages 1570-1579.
    5. Frank M.H. Neffke & Martin Henning & Ron Boschma, 2012. "The impact of aging and technological relatedness on agglomeration externalities: a survival analysis," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 485-517, March.
    6. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    7. Luo, Yugong & Feng, Guixuan & Wan, Shuang & Zhang, Shuwei & Li, Victor & Kong, Weiwei, 2020. "Charging scheduling strategy for different electric vehicles with optimization for convenience of drivers, performance of transport system and distribution network," Energy, Elsevier, vol. 194(C).
    8. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    9. Siran Fang & Xiaoshan Xue & Ge Yin & Hong Fang & Jialin Li & Yongnian Zhang, 2020. "Evaluation and Improvement of Technological Innovation Efficiency of New Energy Vehicle Enterprises in China Based on DEA-Tobit Model," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    10. Jun Yin & Qingmei Tan, 2019. "Study on Urban Efficiency Measurement and Spatiotemporal Evolution of Cities in Northwest China Based on the DEA–Malmquist Model," Sustainability, MDPI, vol. 11(2), pages 1-13, January.
    11. Wadho, Waqar & Chaudhry, Azam, 2018. "Innovation and firm performance in developing countries: The case of Pakistani textile and apparel manufacturers," Research Policy, Elsevier, vol. 47(7), pages 1283-1294.
    12. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    13. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    14. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    15. Caroline Hussler, 2004. "Culture and knowledge spillovers in Europe : new perspectives for innovation and convergence policies ?," Post-Print hal-00278985, HAL.
    16. Caroline Hussler, 2004. "Culture and knowledge spillovers in Europe: New perspectives for innovation and convergence policies?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(6), pages 523-541.
    17. Nakabayashi, Ken & Tone, Kaoru, 2006. "Egoist's dilemma: a DEA game," Omega, Elsevier, vol. 34(2), pages 135-148, April.
    18. Yi Zhou & Shengjun Zhu & Canfei He, 2019. "Learning from yourself or learning from neighbours: knowledge spillovers, institutional context and firm upgrading," Regional Studies, Taylor & Francis Journals, vol. 53(10), pages 1397-1409, October.
    19. Chen, Yufeng & Ni, Liangfu & Liu, Kelong, 2022. "Innovation efficiency and technology heterogeneity within China's new energy vehicle industry: A two-stage NSBM approach embedded in a three-hierarchy meta-frontier framework," Energy Policy, Elsevier, vol. 161(C).
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