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研究中小企业在基于进化游戏理论的工业互联网平台中嵌入的两面性数字创新策略
CaiYun Zhuang1, Yu Lin2, LiLi Wang3,4
1College of Economics and Management, Longyan University, Longyan, 364012, China.
Scientific reports
|December 26, 2025
概括
中小企业 (SMEs) 在数字创新方面面临着挑战. 政府,平台和中小企业之间的三方合作对于在平台生态系统中实现高水平的创新平衡至关重要.
科学领域:
- 数字经济数字经济
- 创新管理 创新管理
- 游戏理论 游戏理论
背景情况:
- 由于资源限制和路径依赖,中小企业 (SMEs) 在双边数字创新方面扎.
- 工业互联网平台是中小企业的重要资源,但它们与政府和平台的战略互动尚未得到充分研究.
- 了解这些三方动态是促进平台生态系统中中小企业创新的关键.
研究的目的:
- 调查政府,平台和中小企业在推动两边性数字创新的策略.
- 开发一个集体动态决策模型,使用进化游戏理论来分析这些相互作用.
- 在平台生态系统中确定影响中小企业数字创新决策的因素.
主要方法:
- 建立了一个基于进化游戏理论的群体动态决策模型.
- 应用复制者动力学和进化稳定性分析以确定战略模式.
- 通过案例研究进行模拟实验.
主要成果:
- 确定了两个潜在的平衡点:"保守"和"高水平的创新".
- 发现生态系统协同作用,技术溢出效应,政府补贴和平台赋权成本显著影响创新轨迹.
- 强调三方合作在实现最佳创新成果方面的关键作用.
结论:
- 打破低于最佳的平衡需要风险共享和奖励共享机制.
- 三方合作对于数字创新生态系统的进化稳定至关重要.
- 该研究为中小企业创新,平台战略和政策制定提供了理论和实际见解.
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