Against the backdrop of accelerating knowledge flows and increasingly urgent demands for breakthroughs in key technologies, various organizational forms centered on collaborative R&D have emerged continuously. Internationally, Research Joint Ventures (RJVs) and Research Consortia have been proven effective in internalizing technology spillovers, sharing R&D risks, and have played significant developmental roles in high-tech industries such as semiconductors and biomedicine. However, the concept of “Innovation Consortium” proposed in China in recent years, while drawing upon international experience, places greater emphasis on enterprises’ leading role in technological innovation, government’s organizational guidance in major missions, and the deep integration of diverse entities at the industrial chain and innovation chain levels, forming a cooperative R&D organizational model with distinctive contextual characteristics. Yet existing research remains relatively fragmented in defining the conceptual connotations of Innovation Consortia, and systematic analysis of operational mechanisms is comparatively weak, urgently requiring integration and clarification through literature review. This paper systematically reviews existing research on the concept, organizational structure, and operational mechanisms of innovation consortia. It analyzes the composition of multiple actors, formation models, and key influencing factors, summarizes three types of operational mechanisms—network collaboration, competitive game, and internal coordination—and identifies three governance models: the single-center star model, the core R&D organization-led model, and the non-core consensus-based model. Furthermore, the paper recognizes multiple constraints faced by innovation consortia during implementation, including institutional, interest-related, knowledge transfer, and capability boundary issues, and reveals the potential risks of “remaining loosely coupled instead of truly integrated” and “being easy to establish but prone to disintegration”. Finally, this paper provides feasible practical implications and points out the limitations of current research in terms of micro-dynamic processes, quantitative testing, and dynamic evolution patterns. It also proposes future research directions in areas such as typological studies, enterprise-led mechanisms, and the impact of government policies, aiming to support theoretical development, policy optimization, and governance practices of collaborative R&D organizations in the Chinese context.
Bai, J. Y., Liu, Z. Q., & Wang, Y. J. (2020). A Research on the Dynamic Mechanism of Innovation Consortium based on the Game Theory. Science Research Management, 41, 105-113. (In Chinese)
Bai, Q. Y. (2024). The Development of Innovation Consortia in Shaanxi Province: A Discussion on Current Status and Policy Measures. Industrial Innovation, 9, 23-25. (In Chinese)
Cao, C. B., & Zhao, Q. (2022). Exploration of Formation Pathways and Promotion Models for Innovation Consortia. Scitech in China, 3, 26-29. (In Chinese)
Cao, Y. G., Ren, S. C., & Du, M. (2023a). Cooperative Network of Enterprise-Led Innovation Consortium: An Example of the Projects of the Shanghai Science and Technology Progress Award. Science & Technology Progress and Policy, 40, 1-10. (In Chinese)
Cao, Y. G., Ren, S. C., & Du, M. (2023b). Enterprise-Led Innovation Consortium: Current Situation, Problems and Countermeasures. Forum on Science and Technology in China, 7, 116-127. (In Chinese)
d’Aspremont, C., & Jacquemin, A. (1988). Cooperative and Noncooperative R & D in Duopoly with Spillovers. The American Economic Review, 78, 1133-1137. https://doi.org/10.1177/0001839211428131
Davis, J. P., & Eisenhardt, K. M. (2011). Rotating Leadership and Collaborative Innovation: Recombination Processes in Symbiotic Relationships. Administrative Science Quarterly, 56, 159-201. https://doi.org/10.1177/0001839211428131
Deng, X. H., & Huang, C. Y. (2026). Enterprise-Led Deep Integration of Industry-University-Research: Connotation, Challenges and Strategies. Vocational and Technical Education, 47, 45-51. (In Chinese)
Ding, Q., & Zhang, Z.H. (2018). Industry-University-Research Collaborative Innovation Models and the Construction of Benefit Mechanisms. China University Science & Technology, 7, 28-30. (In Chinese)
Du, B. G., & Zhang, F. Z. (2025). Research on the Configuration Effect of Regional Innovation Ecosystem Promoting Technology Absorption. Journal of Xi’an Jiaotong University (Social Sciences), 45, 23-36. (In Chinese)
Fougère, M., & Solitander, N. (2020). Dissent in Consensusland: An Agonistic Problematization of Multi-Stakeholder Governance. Journal of Business Ethics, 164, 683-699. https://doi.org/10.1007/s10551-019-04398-z
Gao, Q. Y., Wu, C. S., & Wang, Q. (2022). Research on Innovation Consortium Based on Cooperative Competition and Collaborative Innovation. China Soft Science Magazine, 11, 155-164. (In Chinese)
Governance Model
Open Innovation
Jansen, L. J., & Kalas, P. P. (2020). Improving Governance of Tenure in Policy and Practice: A Conceptual Basis to Analyze Multi-Stakeholder Partnerships for Multi-Stakeholder Transformative Governance Illustrated with an Example from South Africa. Sustainability, 12, Article 9901. https://doi.org/10.3390/su12239901
Kamien, M. I., Muller, E., & Zang, I. (1992). Research Joint Ventures and R&D Cartel. The American Economic Review, 82, 1293-1306.
Keller, A., Lumineau, F., Mellewigt, T., & Ariño, A. (2021). Alliance Governance Mechanisms in the Face of Disruption. Organization Science, 32, 1542-1570. https://doi.org/10.1287/orsc.2021.1437
Li, J., Li, H. X., & Hu, D. D. (2024). The Impact of Relational Governance Ability on Alliance Knowledge Transfer: The Mediating Effect of Goal Synergy and the Moderating Effect of Environmental Dynamics. Science & Technology Progress and Policy, 41, 93-101. (In Chinese)
Li, J. S., & Xu, X. (2026). The Impact of Innovation Consortium Governance Mechanism on Breakthrough Technological Innovation: A Moderated Mediating Effect Model. Science & Technology Progress and Policy, 43, 24-33. (In Chinese)
Li, X. J. (2023). The Collaborative Development among Large-Medium-Small Enterprises Driven by Digital Economy: Mechanism, Model and Path. Contemporary Finance & Economics, 4, 3-14. (In Chinese)
Li, Y., & Sun, S. A. (2023). Research on the Construction of Green and Low Carbon Technology Innovation Consortium of Beijing Tianjin Hebei. Industrial Technology & Vo cational Education, 21, 103-107. (In Chinese)
Li, Y. Y., & Ge, Y. H. (2025). Research on the Configuration Effects of Value Co-Creation in Innovation Consortia from the Perspective of Resource Complementarity: Based on fsQCA Analysis. Advances in Applied Mathematics, 14, 323-331. (In Chinese)
Ma, Z. G., & Jiang, Y. X. (2023). The Mechanism of National Innovation Demonstration Zone Industrial Transformation and Upgrading Driven by Research Joint Ventures. Forum on Science and Technology in China, 12, 96-105. (In Chinese)
Pan, T., & Liu, X. L. (2007). The Implication of the VLSI Semiconductor Research Project in Japan. Studies in Science of Science, S2, 337-344. (In Chinese)
Schaeffer, P. R., Guerrero, M., & Fischer, B. B. (2021). Mutualism in Ecosystems of Innovation and Entrepreneurship: A Bidirectional Perspective on Universities’ Linkages. Journal of Business Research, 134, 184-197. https://doi.org/10.1016/j.jbusres.2021.05.039
Sirmon, D. G., Hitt, M. A., & Ireland, R. D. (2007). Managing Firm Resources in Dynamic Environments to Create Value: Looking Inside the Black Box. Academy of Management Review, 32, 273-292. https://doi.org/10.5465/amr.2007.23466005
Wang, C. F., & Wang, Y. J. (2025). Process-Oriented Perspective on Orchestrating Mechanism of Collaborative Innovation Alliance Leading by a Dominant Firm: A Qualitative Meta-Analysis. Science of Science and Management of S.& T., 46, 134-152. (In Chinese)
Wang, J. F., Zhang, Y. Y., Su, S. S., & Liu, J. N. (2013). Research on the Mechanism of CEEUSRO Collaborative Innovation Based on a Theoretical Research Framework. Science & Technology Progress and Policy, 30, 1-6. (In Chinese)
Wang, L., Zhang, D. M., & Xiang, H. H. (2023). Exploration and Reflection on Construction of Innovation Consortia in the Context of the New Development Paradigm of “Dual Circulation”. Think Tank of Science & Technology, 10, 54-60. (In Chinese)
Wang, W., Chen, J., Yin, X. M., & Guo, M. X. (2022). Innovation Consortium Construction Driven by High-Level Research University: A Case Study of Western China Science and Technology Innovation Harbour. Science of Science and Management of S.&T., 43, 21-39. (In Chinese)
Wang, Z. (2024). Benefit Distribution Mechanism of Industrial Technology Innovation Alliance Considering Risk Bearing and Knowledge Contribution. Operations Research and Fuzziology, 14, 490-509. (In Chinese)
Wu, J., & Hao, Y. (2023). Evolution Logic, Synergy Mechanism and Optimization Path of Industrial Chain Finance. Finance and Accounting Monthly, 44, 111-117. (In Chinese)
Xie, X. M. (2013). Operation Mechanism of Synergic Innovative Effect: A Perspective from Metropolitan Region. Studies in Science of Science, 31, 1907-1920. (In Chinese)
Yao, C. (2024). The Evolution of Process and Mechanism of Entrepreneurial Ecosystem in Digital Age: A Study of Tencent Crowd Innovation Space as an Example. Science & Technology Progress and Policy, 41, 62-71. (In Chinese)
Yayavaram, S., & Ahuja, G. (2008). Decomposability in Knowledge Structures and Its Impact on the Usefulness of Inventions and Knowledge-Base Malleability. Administrative Science Quarterly, 53, 333-362. https://doi.org/10.2189/asqu.53.2.333
Yin, X. M., Su, Y. X., Chen, J., & Chen, T. L. (2022). Context-Driven Innovation: Connotation, Theoretical Logic and Practical Approach. Science & Technology Progress and Policy, 39, 1-10. (In Chinese)
Yin, X. M., Chen, T. L., & Chen, J. (2024a). Military-Civil Fusion Innovation Consortium: Connotation, Logic and Approaches. Science & Technology Progress and Policy, 41, 151-160. (In Chinese)
Yin, X. M., Sun, B. M., Yuan, L., & Chen, L. (2024b). Research on the Mechanism of Innovation Consortium Co-Constructed by Enterprise from S&T Self-Reliance and Self-Improvement Perspective. Science of Science and Management of S.&T., 45, 74-89. (In Chinese)
Yu, K. (2010). Evolution of Industry-University-Institute Cooperative Innovation Network and Its Agent’s Knowledge Transitive Mode. Science & Technology Progress and Policy, 27, 141-144. (In Chinese)
Yu, W. (2022). Governance of Corporate Innovation Ecosystems: A Perspective Based on the Dual Institutional Space Framework. Journal of Entrepreneurship in Science and Technology, 35, 1-5. (In Chinese)
Yue, Y. C., & Huo, G. Q. (2024). Research on the Interest Conflicts and Game between the Stakeholders of Innovation Consortium. Studies in Science of Science, 42, 1088-1097+1120. (In Chinese)
Zhang, C. D., & Peng, X. Y. (2021). Conceptual Definition and Policy Connotations of Innovation Consortia. Scitech in China, 6, 5-9. (In Chinese)
Zhang, J. F., & Liu, J. X. (2024). Analysis of Intellectual Property Governance Based on Knowledge Transfer Behavior of Innovation Consortium. Science and Technology Management Research, 44, 150-158. (In Chinese)
Zhang, Y., Xu, Z., & Zhu, J. L. (2018). Connotation Hierarchical Structure and Framework of Collaborative Innovation. Science & Technology Progress and Policy, 35, 20-28. (In Chinese)
Zhang, Y. F., Liu, P. Q., & Yuan, C. H. (2024a). The Impacts of Industry-University-Research Integration on Key Technology Breakthrough Performances of Leading Manufacturing Enterprises: The Moderating Effect of Government-Market Dual Institutional Environment. Science & Technology Progress and Policy, 41, 33-44. (In Chinese)
Zhang, Y. F., Sun, Q., Li, G. R., & Yuan, C. H. (2024b). The IUR Deep Integration Innovation Consortium: Concept Derivation, Feature Types, and Pathways to Advancement. Science & Technology Progress and Policy, 41, 150-160. (In Chinese)
Zhong, Z. H., Huang, Q. X., Zhu, M. H., Shao, L. G., Zang, J. Y., Jiao, Y. J., & Lu, S. W. (2026). Strengthening the Principal Role of Enterprises in Building a Manufacturing Powerhouse. Strategic Study of CAE, 28, 106-116. (In Chinese)
Zhou, Q., Wang, S. X., Wang, L. Y., & Xu, W. (2024). Knowledge Governance of Open Innovation Platform Driving Knowledge Transformation and Breakthrough Innovation. Science & Technology Progress and Policy, 41, 128-139. (In Chinese)
Zhou, Y., Zhao, X. N., & Feng, C. (2021). Game Analysis of Cooperative R&D in Innovation Consortia Based on Horizontal and Vertical Technology Spillover. Science and Technology Management Research, 41, 57-68. (In Chinese)
Zhou, Y. L., & Zhang, Z. (2015). Overcoming the Challenges Facing Collaborative Innovation Alliances in the Mobile Internet Era: Insights from IMEC in Belgium. Modernization of Management, 35, 114-116. (In Chinese)
Zhu, G. J., & Zhou, M. Z. (2023). How to Make the Core Enterprises of Intelligent Manufacturing Realize the Value Emergence through Business Incubation: An Embedded Case Study of Xiaomi Ecological Chain Company. Soft Science, 37, 77-86. (In Chinese)
Zhu, X. M., & Yang, S. (2023). Multi-Agent Synergy Mechanism of Digital Entrepreneurial Ecosystem. Chinese Journal of Management, 20, 86-95. (In Chinese)