IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v13y2025i3p428-d1578609.html
   My bibliography  Save this article

Tripartite Evolutionary Game Analysis for Manufacturing Firms, Service Providers and Consumers in Collaborative Innovation Systems

Author

Listed:
  • Jinfa Shi

    (School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou 450046, China)

  • Haotian Lu

    (School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou 450046, China)

  • Wei Liu

    (School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou 450046, China)

Abstract

With global economic growth and intensifying market competition, Chinese manufacturing firms are under pressure to enhance product competitiveness and adapt to changing consumer demands, requiring continuous product innovation and upgrading. This study introduces a tripartite evolutionary game model involving manufacturing firms, service providers and consumers to analyze the strategic stability and the impact of various factors on decision-making within this system. The results indicate that the decisions of these actors are interdependent, with a fair distribution of innovation benefits and costs being key to stimulating innovation enthusiasm and participation. The presence of free-riding behavior affects strategic choices, and a robust system of rewards and penalties can mitigate this problem. The cost of obtaining market information also influences service providers’ participation in innovation, with high costs potentially suppressing their involvement. This research provides insights to guide collaborative innovation efforts during industrial transformation, highlighting the direct impact of service providers and consumers on the success of manufacturing upgrades.

Suggested Citation

  • Jinfa Shi & Haotian Lu & Wei Liu, 2025. "Tripartite Evolutionary Game Analysis for Manufacturing Firms, Service Providers and Consumers in Collaborative Innovation Systems," Mathematics, MDPI, vol. 13(3), pages 1-22, January.
  • Handle: RePEc:gam:jmathe:v:13:y:2025:i:3:p:428-:d:1578609
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/13/3/428/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/13/3/428/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ayala, Néstor Fabián & Paslauski, Carolline Amaral & Ghezzi, Antonio & Frank, Alejandro Germán, 2017. "Knowledge sharing dynamics in service suppliers' involvement for servitization of manufacturing companies," International Journal of Production Economics, Elsevier, vol. 193(C), pages 538-553.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Marie-Anne Le-Dain & Lamiae Benhayoun & Judy Matthews & Marine Liard, 2023. "Barriers and opportunities of digital servitization for SMEs: the effect of smart Product-Service System business models," Service Business, Springer;Pan-Pacific Business Association, vol. 17(1), pages 359-393, March.
    2. Marko Kohtamäki & Stephan C. Henneberg & Veronica Martinez & Koji Kimita & Heiko Gebauer, 2019. "A Configurational Approach to Servitization: Review and Research Directions," Service Science, INFORMS, vol. 11(3), pages 213-240, October.
    3. Marcon, Arthur & Ribeiro, Jose Luis Duarte, 2021. "How do startups manage external resources in innovation ecosystems? A resource perspective of startups’ lifecycle," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    4. Li, Huashan & Pournader, Mehrdokht & Fahimnia, Behnam, 2022. "Servitization and organizational resilience of manufacturing firms: Evidence from the COVID-19 outbreak," International Journal of Production Economics, Elsevier, vol. 250(C).
    5. Kahle, Júlia Hofmeister & Marcon, Érico & Ghezzi, Antonio & Frank, Alejandro G., 2020. "Smart Products value creation in SMEs innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    6. Frank, Alejandro G. & Mendes, Glauco H.S. & Ayala, Néstor F. & Ghezzi, Antonio, 2019. "Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 341-351.
    7. Benitez, Guilherme Brittes & Ghezzi, Antonio & Frank, Alejandro G., 2023. "When technologies become Industry 4.0 platforms: Defining the role of digital technologies through a boundary-spanning perspective," International Journal of Production Economics, Elsevier, vol. 260(C).
    8. Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro G., 2020. "Industry 4.0 innovation ecosystems: An evolutionary perspective on value cocreation," International Journal of Production Economics, Elsevier, vol. 228(C).
    9. Li, Ming & Li, Zhi & Huang, Xidian & Qu, Ting, 2021. "Blockchain-based digital twin sharing platform for reconfigurable socialized manufacturing resource integration," International Journal of Production Economics, Elsevier, vol. 240(C).
    10. Shah, Syed Aamir Ali & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Servitization and supply chain integration: An empirical analysis," International Journal of Production Economics, Elsevier, vol. 229(C).
    11. Bruno Garcia Oliveira & Lara Bartocci Liboni & Luciana Oranges Cezarino & Nelson Oliveira Stefanelli & Irene Kazumi Miura, 2020. "Industry 4.0 in systems thinking: From a narrow to a broad spectrum," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 593-606, July.
    12. Dalenogare, Lucas Santos & Le Dain, Marie-Anne & Benitez, Guilherme B. & Ayala, Néstor F. & Frank, Alejandro G., 2022. "Multichannel digital service delivery and service ecosystems: The role of data integration within Smart Product-Service Systems," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    13. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    14. Dalenogare, Lucas Santos & Le Dain, Marie-Anne & Ayala, Néstor F. & Pezzotta, Giuditta & Frank, Alejandro G., 2023. "Building digital servitization ecosystems: An analysis of inter-firm collaboration types and social exchange mechanisms among actors," Technovation, Elsevier, vol. 124(C).
    15. Pedro E. Minaya & Lucía Avella & Juan A. Trespalacios, 2023. "The effects of digital servitization on business competitiveness: A case study of Spanish manufacturers," Journal of International Entrepreneurship, Springer, vol. 21(2), pages 180-213, June.
    16. Li, Jinghua & Wang, Hongwei & Qu, Qingyun & Zhu, Jiantao & Wang, Jiexiang, 2024. "Actors’ interactions in the evolution of service supply networks of manufacturing firms," International Journal of Production Economics, Elsevier, vol. 272(C).
    17. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    18. Ricci, Riccardo & Battaglia, Daniele & Neirotti, Paolo, 2021. "External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs," International Journal of Production Economics, Elsevier, vol. 240(C).
    19. Pietro Moncada-Paterno-Castello & Sara Amoroso & Dimitris Pontikakis & Emanuele Pugliese & Alexander Tuebke, 2019. "Industrial Innovation for Transformation: 7th European Conference on Corporate R&D and Innovation CONCORDi 2019. Background Note," JRC Research Reports JRC117787, Joint Research Centre.
    20. Zhou, Dan & Yan, Tingting & Zhao, Lilong & Guo, Jingjing, 2020. "Performance implications of servitization: Does a Manufacturer's service supply network matter?," International Journal of Production Economics, Elsevier, vol. 219(C), pages 31-42.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:13:y:2025:i:3:p:428-:d:1578609. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.