从平台赋权的角度来看,大中型企业之间数据共享的进化游戏分析
Dan Li1, Xudong Mei2
1School of Business Administration, Liaoning Technical University, Xingcheng, 125100, China.
Scientific reports
|May 20, 2024
概括
本研究介绍了大型企业和中小企业之间数据共享的游戏模型,由数字平台促进. 调查结果显示,中小企业更愿意分享数据,平台成本/质量显著影响战略.
科学领域:
- 数字经济数字经济
- 游戏理论 游戏理论
- 企业合作 企业合作
背景情况:
- 数据共享对于将大型企业与中小型企业 (SMEs) 整合到数字经济中至关重要.
- 资源和能力差异阻碍了数据共享的意愿,限制了数据的价值.
- 需要一种新的合作发展模式,使大型企业和中小企业能够通过平台共享数据.
研究的目的:
- 构建一个涉及大企业,中小企业和数字平台的三方进化游戏模型.
- 检查这些实体之间数据共享的进化稳定策略.
- 分析企业规模异质性和数字平台对数据共享动态的影响.
主要方法:
- 开发一个三方进化游戏模型.
- 在数据共享场景中分析进化的稳定策略.
- 数字模拟用于探索各种影响因素下的系统稳定性.
主要成果:
- 中小企业表现出更高的数据共享热情比大型企业,其影响力是U形.
- 数字平台的成本,主动性和服务质量极大地影响了企业的战略.
- 政府补贴促进三方合作,而数据安全治理至关重要.
结论:
- 数字平台可以使大型企业和中小企业实现数据共享.
- 解决企业规模异质性和平台动态是优化数据共享的关键.
- 政策建议包括政府补贴和强大的数据安全框架.
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