IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v76y2024ics0160791x24000216.html
   My bibliography  Save this article

Evolutionary game analysis on the cross-organizational cooperative R&D strategy of general purpose technologies under two-way collaboration

Author

Listed:
  • Zheng, Yuelong
  • Zhou, Bingjie
  • Hao, Chen
  • Gao, Ruize
  • Li, Mengya

Abstract

General Purpose Technologies (GPTs) have strong knowledge spillovers, which makes Cross-organizational cooperative R&D (COC R&D) become an important mode choice for GPTs. In this regard, enterprises two strategies: cooperative R&D and non-cooperative R&D. This paper analyzes the realization conditions and influencing mechanism of the Evolutionary Stability Strategy (ESS) of GPTs COC R&D from a micro level. For this purpose, a two-group evolutionary game model was developed by introducing the idea of “horizontal-vertical” two-way collaboration. There are only two senarios may form GPTs COC R&D. The results show that both government R&D subsidies and non-R&D subsidies have a positive impact on the realization of GPTs COC R&D mode. When the strategy increment benefit is greater than a certain threshold, the two-way collaboration coefficients and the enterprise R&D effort level have a positive effect on the evolution of GPTs COC R&D. When the strategy demand difference coefficient and the strategy unit benefit difference coefficient are larger, the increase of initial demand and initial unit benefit coefficient is conducive to the stability of GPTs COC R&D in ESS where all participants choose the cooperative R&D strategy. With the increase of GPTs R&D benefit, core technology capability, government R&D subsidies, unit benefit increment, opportunity cost and the reduction of “free rider” benefit, comprehensive collaborative friction coefficent, R&D cost, GPTs COC R&D system achieves the ESS of all players choosing the cooperative R&D strategy.

Suggested Citation

  • Zheng, Yuelong & Zhou, Bingjie & Hao, Chen & Gao, Ruize & Li, Mengya, 2024. "Evolutionary game analysis on the cross-organizational cooperative R&D strategy of general purpose technologies under two-way collaboration," Technology in Society, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:teinso:v:76:y:2024:i:c:s0160791x24000216
    DOI: 10.1016/j.techsoc.2024.102473
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X24000216
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techsoc.2024.102473?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Qiu, Ranfeng & Cantwell, John, 2018. "General Purpose Technologies and local knowledge accumulation — A study on MNC subunits and local innovation centers," International Business Review, Elsevier, vol. 27(4), pages 826-837.
    3. Sreekumar R. Bhaskaran & V. Krishnan, 2009. "Effort, Revenue, and Cost Sharing Mechanisms for Collaborative New Product Development," Management Science, INFORMS, vol. 55(7), pages 1152-1169, July.
    4. Kenneth I. Carlaw & Richard G. Lipsey, 2006. "Gpt-Driven, Endogenous Growth," Economic Journal, Royal Economic Society, vol. 116(508), pages 155-174, January.
    5. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    6. Roberto Hernán & Pedro L. Marín & Georges Siotis, 2003. "An empirical evaluation of the determinants of Research Joint Venture Formation," Journal of Industrial Economics, Wiley Blackwell, vol. 51(1), pages 75-89, March.
    7. Kariem Soliman, 2021. "Are Industrial Robots a new GPT? A Panel Study of Nine European Countries with Capital and Quality-adjusted Industrial Robots as Drivers of Labour Productivity Growth," EIIW Discussion paper disbei307, Universitätsbibliothek Wuppertal, University Library.
    8. Fiori, Giovana Maria Lanchoti & Basso, Fernanda Gisele & Porto, Geciane Silveira, 2022. "Cooperation in R&D in the pharmaceutical industry: Technological and clinical trial networks in oncology," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    9. Schaefer, Andreas & Schiess, Daniel & Wehrli, Roger, 2014. "Long-term growth driven by a sequence of general purpose technologies," Economic Modelling, Elsevier, vol. 37(C), pages 23-31.
    10. Friedman, Daniel, 1991. "Evolutionary Games in Economics," Econometrica, Econometric Society, vol. 59(3), pages 637-666, May.
    11. Gregory Tassey, 2005. "Underinvestment in Public Good Technologies," Springer Books, in: Albert N. Link & F. M. Scherer (ed.), Essays in Honor of Edwin Mansfield, pages 61-85, Springer.
    12. Kenneth Carlaw & Richard Lipsey, 2011. "Sustained endogenous growth driven by structured and evolving general purpose technologies," Journal of Evolutionary Economics, Springer, vol. 21(4), pages 563-593, October.
    13. Korzinov, Vladimir & Savin, Ivan, 2018. "General Purpose Technologies as an emergent property," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 88-104.
    14. Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
    15. Gambardella, Alfonso & Giarratana, Marco S., 2013. "General technological capabilities, product market fragmentation, and markets for technology," Research Policy, Elsevier, vol. 42(2), pages 315-325.
    16. Chen, Jin & Heng, Cheng Suang & Tan, Bernard C.Y. & Lin, Zhijie, 2018. "The distinct signaling effects of R&D subsidy and non-R&D subsidy on IPO performance of IT entrepreneurial firms in China," Research Policy, Elsevier, vol. 47(1), pages 108-120.
    17. Kokshagina, Olga & Gillier, Thomas & Cogez, Patrick & Le Masson, Pascal & Weil, Benoit, 2017. "Using innovation contests to promote the development of generic technologies," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 152-164.
    18. Gregory Tassey, 2005. "Underinvestment in Public Good Technologies," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 89-113, January.
    19. Lu Qiu & Die Hu & Yu Wang, 2020. "How do firms achieve sustainability through green innovation under external pressures of environmental regulation and market turbulence?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2695-2714, September.
    20. Zhao, Yuntong & Du, Yushen, 2021. "Technical standard competition: An ecosystem-view analysis based on stochastic evolutionary game theory," Technology in Society, Elsevier, vol. 67(C).
    21. Liu, Ming & Shan, Yanfei & Li, Yemei, 2023. "Heterogeneous Partners, R&D cooperation and corporate innovation capability: Evidence from Chinese manufacturing firms," Technology in Society, Elsevier, vol. 72(C).
    22. Christian Terwiesch & Yi Xu, 2008. "Innovation Contests, Open Innovation, and Multiagent Problem Solving," Management Science, INFORMS, vol. 54(9), pages 1529-1543, September.
    23. Olga Kokshagina & Thomas Gillier & Patrick Cogez & Pascal Le Masson & Benoit Weil, 2017. "Using innovation contests to promote the development of generic technologies," Post-Print hal-01357051, HAL.
    24. Olga Kokshagina & Thomas Gillier & Patrick Cogez & Pascal Le Masson & Benoit Weil, 2017. "Using innovation contests to promote the development of generic technologies," Grenoble Ecole de Management (Post-Print) hal-01357051, HAL.
    25. Joel Klinger & Juan Mateos-Garcia & Konstantinos Stathoulopoulos, 2021. "Deep learning, deep change? Mapping the evolution and geography of a general purpose technology," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5589-5621, July.
    26. Sophie Hooge & Olga Kokshagina & Pascal Le Masson & Kevin Levillain & Benoit Weil & Vincent Fabreguettes & Nathalie Popiolek, 2014. "Designing generic technologies in Energy Research: learning from two CEA technologies for double unknown management," Post-Print hal-00987214, HAL.
    27. Zhai, Xueqi & An, Yunfei, 2021. "The relationship between technological innovation and green transformation efficiency in China: An empirical analysis using spatial panel data," Technology in Society, Elsevier, vol. 64(C).
    28. Strohmaier, R. & Rainer, A., 2016. "Studying general purpose technologies in a multi-sector framework: The case of ICT in Denmark," Structural Change and Economic Dynamics, Elsevier, vol. 36(C), pages 34-49.
    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. Korzinov, Vladimir & Savin, Ivan, 2018. "General Purpose Technologies as an emergent property," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 88-104.
    2. Appio, Francesco Paolo & Martini, Antonella & Fantoni, Gualtiero, 2017. "The light and shade of knowledge recombination: Insights from a general-purpose technology," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 154-165.
    3. Clifford Bekar & Kenneth Carlaw & Richard Lipsey, 2018. "General purpose technologies in theory, application and controversy: a review," Journal of Evolutionary Economics, Springer, vol. 28(5), pages 1005-1033, December.
    4. Stadler, Manfred, 2015. "Innovation, industrial dynamics and economic growth," University of Tübingen Working Papers in Business and Economics 84, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    5. Kemnitz, Alexander & Knoblach, Michael, 2020. "Endogenous sigma-augmenting technological change: An R&D-based approach," CEPIE Working Papers 02/20, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
    6. Schaefer, Andreas & Schiess, Daniel & Wehrli, Roger, 2014. "Long-term growth driven by a sequence of general purpose technologies," Economic Modelling, Elsevier, vol. 37(C), pages 23-31.
    7. Tassey, Gregory, 2005. "The disaggregated technology production function: A new model of university and corporate research," Research Policy, Elsevier, vol. 34(3), pages 287-303, April.
    8. Chen, Zhisong & Sun, Ping, 2024. "Generic technology R&D strategies in dual competing photovoltaic supply chains: A social welfare maximization perspective," Applied Energy, Elsevier, vol. 353(PB).
    9. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    10. Deichmann, Dirk & Gillier, Thomas & Tonellato, Marco, 2021. "Getting on board with new ideas: An analysis of idea commitments on a crowdsourcing platform," Research Policy, Elsevier, vol. 50(9).
    11. Chris C. Gernreich, 2018. "What Employees Really Want: Demands For Individual Idea Development," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(08), pages 1-28, December.
    12. Sophie Hooge & Cédric Dalmasso & Frédéric Garcias, 2018. "Is Intrapreneurship Scalable? The Challenge Of Managing A Massive Internal Startup Call," Post-Print hal-01843048, HAL.
    13. Benjamin Cabanes & Pascal Le Masson & Benoît Weil, 2020. "Organiser la création de connaissance pour l’innovation de rupture. Des communautés aux sociétés proto-épistémiques d’experts," Revue française de gestion, Lavoisier, vol. 0(3), pages 35-60.
    14. Franzò, Simone & Doppio, Nicola & Natalicchio, Angelo & Frattini, Federico & Mion, Luca, 2023. "Designing innovation contests to support external knowledge search in small and medium-sized enterprises," Technovation, Elsevier, vol. 121(C).
    15. Shi, Xiaoxiao & Evans, Richard & Shan, Wei, 2022. "Solver engagement in online crowdsourcing communities: The roles of perceived interactivity, relationship quality and psychological ownership," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    16. Eghbali, Mohammad-Ali & Rasti-Barzoki, Morteza & Safarzadeh, Soroush, 2022. "A hybrid evolutionary game-theoretic and system dynamics approach for analysis of implementation strategies of green technological innovation under government intervention," Technology in Society, Elsevier, vol. 70(C).
    17. Stadler, Manfred, 2013. "Scientific breakthroughs, innovation clusters and stochastic growth cycles," University of Tübingen Working Papers in Business and Economics 60, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    18. Banal-Estañol, Albert & Duso, Tomaso & Seldeslachts, Jo & Szücs, Florian, 2022. "R&D Spillovers through RJV Cooperation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 51(4), pages 1-10.
    19. Erika Raquel Badillo & Rosina Moreno, 2016. "Are Collaborative Agreements in Innovation Activities Persistent at the Firm Level? Empirical Evidence for the Spanish Case," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 49(1), pages 71-101, August.
    20. Amoroso, S., 2013. "Heterogeneity of innovative, collaborative, and productive firm-level processes," Other publications TiSEM f5784a49-7053-401d-855d-1, Tilburg University, School of Economics and Management.

    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:eee:teinso:v:76:y:2024:i:c:s0160791x24000216. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    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.