复制还是合作? 网络如何影响集体问题解决?
Gülşah Akçakır1, John C Lang2, P J Lamberson1
1Department of Communication, UCLA, Los Angeles, CA USA.
概括
最佳的小组解决问题网络取决于平衡复制和协作. 高度连接的网络有利于协作,而低效的网络则在复制占主导地位时有助于探索.
科学领域:
- 组织行为组织行为.
- 网络科学 网络科学
- 计算社会科学 计算社会科学
背景情况:
- 有效的协作对于各种领域的复杂问题解决至关重要.
- 关于群体解决问题的最佳沟通网络结构仍在争论中,在探索与利用战略方面有相互矛盾的发现.
- 现有的模型往往忽视了积极的协作,只专注于信息复制.
研究的目的:
- 调查网络拓对小组解决问题的表现的影响.
- 在群体动态中区分被动复制和积极协作策略.
- 确定网络效率和信息多样性之间的最佳平衡,以解决问题.
主要方法:
- 开发一个模拟小组解决问题的计算模型.
- 在模型中包括复制和主动协作机制.
- 分析不同网络结构如何影响结果,基于复制与协作的普遍性.
主要成果:
- 与独立工作相比,只依赖复制时,小组的表现更差.
- 最佳的网络结构取决于复制和协作之间的平衡.
- 当复制占主导地位时,以探索为中心的 (低效率) 网络是优越的,而当协作是主要的时,高效网络是卓越的.
结论:
- 积极的协作是增强团队解决问题的关键因素,超出了简单的信息复制.
- 在高效的网络中",先协作,然后复制"的启发式可以利用这两种策略的好处.
- 调查结果为组织设计提供了洞察力,以优化解决问题的性能.
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