在新兴技术社区中区分会员资格采用的社会机制
1University of Iowa, Department of Internal Medicine, USA.
Social science research
|August 19, 2023
概括
数字平台通过促进企业家和知识工作者的联系来塑造知识经济. 这项研究揭示了文化亲和力放大了网络效应,导致知识聚类和差异化.
科学领域:
- 社会科学 社会科学 社会科学
- 信息科学 信息科学 信息科学
- 经济学 经济学 经济学
背景情况:
- 数字平台对于现代知识经济至关重要,它促进了企业家和知识工作者之间的联系.
- 这些数字社区内知识的社会组织仍然未被充分探索.
- 了解驱动知识聚类和差异化的微观社会机制至关重要.
研究的目的:
- 探索和评估在知识聚类中招聘和文化亲和关系的网络效应的作用.
- 开发一种用于分析用户行为和社会机制的新型估计程序.
- 评估这些机制对社区动态的影响.
主要方法:
- 开发一种新的估计程序,根据历史行为模式匹配个人用户.
- 分析来自数字平台的大型事件数据集,用于线下面对面的会面.
- 从纽约市和旧金山湾区收集数据.
主要成果:
- 以前的方法高估了176%的会员采用决策中的网络效应.
- 网络效应因个人和群体之间不同程度的文化亲和关系而显著放大.
- 存在集群效应的证据,即个人更喜欢具有相似文化亲密关系的群体.
结论:
- 文化亲和关系在塑造数字知识社区中的社会差异化方面发挥着关键作用.
- 这些发现需要对在线社交平台的网络效应估计进行重新评估.
- 对理解知识经济和社会分层的动态的影响是显著的.
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