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The evolution of research and development cooperation in dynamically interorganizational project networks: Effects of reference‐point‐based expectations

Author

Listed:
  • Ding Wang
  • Peng Guo
  • Ning Guo

Abstract

Considering the coevolution of interorganizational project and social networks, this study examines the evolution of research and development (R&D) cooperation by simulating the play of an appropriate game model. We assume that decision‐makers are aggressive or prudent in terms of expectations. The results show that the effects of expectation type and heterogeneity on cooperation evolution depend on the project scale. Aggressive decision‐makers are more sensitive to free‐riding behaviors than prudent decision‐makers. The effect of supervision on cooperation is contingent on decision‐makers' expectations. Finally, the study develops suggestions for the governance of interorganizational R&D cooperation.

Suggested Citation

  • Ding Wang & Peng Guo & Ning Guo, 2024. "The evolution of research and development cooperation in dynamically interorganizational project networks: Effects of reference‐point‐based expectations," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 590-607, March.
  • Handle: RePEc:wly:mgtdec:v:45:y:2024:i:2:p:590-607
    DOI: 10.1002/mde.4019
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    References listed on IDEAS

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    1. Biggiero, Lucio & Angelini, Pier Paolo, 2015. "Hunting scale-free properties in R&D collaboration networks: Self-organization, power-law and policy issues in the European aerospace research area," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 21-43.
    2. Lu, Feifei & Zhu, Zhu & He, Xiaogang, 2021. "Aspirations of Chinese families-in-business: Development of a reliable measurement instrument," Journal of Family Business Strategy, Elsevier, vol. 12(4).
    3. Abiodun Egbetokun & Ivan Savin, 2015. "Absorptive Capacity and Innovation: When Is It Better to Cooperate?," Economic Complexity and Evolution, in: Andreas Pyka & John Foster (ed.), The Evolution of Economic and Innovation Systems, edition 127, pages 373-399, Springer.
    4. Daniela P. Blettner & Zi-Lin He & Songcui Hu & Richard A. Bettis, 2015. "Adaptive aspirations and performance heterogeneity: Attention allocation among multiple reference points," Strategic Management Journal, Wiley Blackwell, vol. 36(7), pages 987-1005, July.
    5. Robin Cowan & Nicolas Jonard & Jean-Benoit Zimmermann, 2007. "Bilateral Collaboration and the Emergence of Innovation Networks," Management Science, INFORMS, vol. 53(7), pages 1051-1067, July.
    6. Li, Yan & Ye, Hang, 2018. "Effect of the migration mechanism based on risk preference on the evolution of cooperation," Applied Mathematics and Computation, Elsevier, vol. 320(C), pages 621-632.
    7. Xia Cao & Chuanyun Li & Jinqiu Li & Yunchang Li, 2022. "Modeling and simulation of knowledge creation and diffusion in an industry-university-research cooperative innovation network: a case study of China’s new energy vehicles," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3935-3957, July.
    8. McKenzie, David & Mohpal, Aakash & Yang, Dean, 2022. "Aspirations and financial decisions: Experimental evidence from the Philippines," Journal of Development Economics, Elsevier, vol. 156(C).
    9. Manning, Stephan, 2017. "The rise of project network organizations: Building core teams and flexible partner pools for interorganizational projects," Research Policy, Elsevier, vol. 46(8), pages 1399-1415.
    10. Deng, Lili & Zhang, Xingxing & Wang, Cheng, 2021. "Coevolution of spatial ultimatum game and link weight promotes fairness," Applied Mathematics and Computation, Elsevier, vol. 392(C).
    11. Luca Berchicci & Murat Tarakci, 2022. "Aspiration formation and attention rules," Strategic Management Journal, Wiley Blackwell, vol. 43(8), pages 1575-1601, August.
    12. Muhammad Umar & Xiangfeng Ji & Dervis Kirikkaleli & Muhammad Shahbaz & Xuemei Zhou, 2020. "Environmental cost of natural resources utilization and economic growth: Can China shift some burden through globalization for sustainable development?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1678-1688, November.
    13. Wang, Ding & Guo, Peng & Kilgour, D. Marc & Ponnambalam, Kumaraswamy & Hipel, Keith W., 2022. "The evolution of R&D collaboration in inter-organizational project networks: Effects of reference points for competitive preference," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 591(C).
    14. Dato, Simon & Grunewald, Andreas & Müller, Daniel & Strack, Philipp, 2017. "Expectation-based loss aversion and strategic interaction," Games and Economic Behavior, Elsevier, vol. 104(C), pages 681-705.
    15. Wang, Si-Yi & Liu, Yan-Ping & Zhang, Feng & Wang, Rui-Wu, 2021. "Super-rational aspiration induced strategy updating promotes cooperation in the asymmetric prisoner's dilemma game," Applied Mathematics and Computation, Elsevier, vol. 403(C).
    16. Shaobo Wei & Weiling Ke & Augustine A. Lado & Hefu Liu & Kwok Kee Wei, 2020. "The Effects of Justice and Top Management Beliefs and Participation: An Exploratory Study in the Context of Digital Supply Chain Management," Journal of Business Ethics, Springer, vol. 166(1), pages 51-71, September.
    17. Vergara, Marcos & Bonilla, Claudio A. & Sepulveda, Jean P., 2016. "The complementarity effect: Effort and sharing in the entrepreneur and venture capital contract," European Journal of Operational Research, Elsevier, vol. 254(3), pages 1017-1025.
    18. Tur, Elena M. & Azagra-Caro, Joaquín M., 2018. "The coevolution of endogenous knowledge networks and knowledge creation," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 424-434.
    19. Jiali Wang & Xue Peng & Yunan Du & Fulin Wang, 2022. "A tripartite evolutionary game research on information sharing of the subjects of agricultural product supply chain with a farmer cooperative as the core enterprise," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(1), pages 159-177, January.
    20. Li Liu & Zhe Wang & Zhao Song & Zaisheng Zhang, 2023. "Evolutionary game analysis on behavioral strategies of four participants in green technology innovation system," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 960-977, March.
    21. Yonghong Ma & Xiaomeng Yang & Sen Qu & Lingkai Kong, 2022. "Research on the formation mechanism of big data technology cooperation networks: empirical evidence from China," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1273-1294, March.
    22. Briec, Walter & Mussard, Stéphane, 2020. "Improvement of technical efficiency of firm groups," European Journal of Operational Research, Elsevier, vol. 283(3), pages 991-1001.
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