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数字创新生态系统中多个代理商的数字转型的进化游戏分析
Baotong Liu1, Hua Zou1, Hao Qin1
1College of Management, Shenyang University of Technology, Tiexi District, Shenyang, PR China.
PloS one
|July 21, 2023
概括
数字化转型对于创新生态系统至关重要. 这项研究表明,技术赋权和溢出效应等好处推动了数字化转型的意愿,从而为所有参与者提供了稳定的"赋权,转型,监督"战略.
科学领域:
- 创新生态系统创新生态系统
- 数字化转型 数字化转型
- 游戏理论 游戏理论
背景情况:
- 数字化转型对于创新生态系统至关重要.
- 了解实体的决策和游戏机制至关重要.
- 现有的研究在解决利益相关者之间的数字化转型障碍方面存在差距.
研究的目的:
- 构建一个数字化转型进化游戏模型.
- 分析影响数字化转型意愿的因素.
- 确定数字化转型中的稳定策略和关键驱动因素.
主要方法:
- 开发了一个数字化转换的随机差异 (SD) 进化游戏模型.
- 应用期望理论和莱普诺夫的第一定律进行分析.
- 模拟游戏动态和稳定性.
主要成果:
- 数字技术的好处,溢出效应和监管与转型意愿有积极的相关性.
- 该系统稳定到一个 (赋权,转型,监督) 战略.
- 节点企业可以转型,即使是负利,如果溢出效应覆盖损失.
结论:
- 政府的意愿是达到平衡速度的关键.
- 平台中心和节点企业表现出比政府更强大的转型意愿.
- 补贴和溢出效应显著影响数字化转型战略.
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