在社会影响下进行集体决策的选择性暴露的功能方面
Poong Oh1, Jia Wang Peh2, Andrew Schauf3
1Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, 639798, Singapore. poongoh@ntu.edu.sg.
Scientific reports
|March 18, 2024
概括
选择性曝光通过形成志同道合的子组来保持意见多样性和集体决策质量. 纯粹的学习会导致共识,但会降低决策准确性,与选择性暴露不同,它保持了高质量的集体决策.
科学领域:
- 社会心理学 社会心理学
- 计算社会科学 计算社会科学
- 决策科学 决策科学 决策科学
背景情况:
- 保持意见多样性对于集体决策至关重要,但受到社会影响的威胁.
- 通过选择性暴露形成的回声室通常被视为对集体智能的有害.
研究的目的:
- 调查选择性暴露和天真学习动态如何影响意见多样性和集体决策质量.
- 为了比较选择性暴露 (形成回声室) 与在社会影响下天真学习 (意见聚合) 的结果.
主要方法:
- 模拟了一组代理人对真正的自然状态做出集体决策.
- 模拟了两个意见更新机制:天真的学习和选择性的暴露.
- 评估集体决策的质量,由稳定状态下的个人意见汇总而成.
主要成果:
- 选择性暴露限制了子组内的多样性减少,保持了整体意见多样性.
- 强有力的选择性暴露保持了与没有社会影响的场景相比的集体决策质量.
- 幼稚的学习,虽然促进共识,但显著降低了集体决策的质量.
结论:
- 选择性曝光可以成为一种有效的机制,以维护意见多样性并确保高质量的集体决策.
- 与常见的看法相反,选择性暴露形成的回声室并不一定会损害集体智能.
- 幼稚的学习策略在维持社会影响下的群体决策质量方面不如选择性暴露有效.
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