群体决策的表现上的认知因素:一种行为和眼睛跟踪研究
Cheng Kexin1, Jiang Zuhua1, Yang Jiapeng1
1School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Frontiers in human neuroscience
|April 1, 2025
概括
眼睛跟踪揭示了视觉注意力如何影响工程设计决策. 增加视线持续时间和频率提高了满意度和决策质量,改善了跨学科合作和创新.
科学领域:
- 工程设计 工程设计 工程设计
- 认知科学 认知科学
- 人与计算机的交互
背景情况:
- 有效的跨学科合作对于工程创新和优化至关重要.
- 了解群体决策因素,特别是注意力等认知过程至关重要.
- 缺乏对群体和认知决策表现的定量指标阻碍了进步.
研究的目的:
- 通过使用眼睛跟踪来研究工程设计中的跨学科团体决策.
- 量化建模视觉注意力对群体决策表现的影响.
- 加强各种专家团队的沟通和知识整合.
主要方法:
- 在小组决策中利用眼睛追踪技术.绩效理论.
- 进行了中国游轮客设计的实验.
- 使用的部分最小平方结构方程建模 (PLS-SEM) 用于定量分析.
主要成果:
- 群体平均凝视时间和凝视次数与决策者的满意度和接受度直接相关.
- 视觉注意力指标通过提高决策质量来间接提高跨学科组决策绩效.
- 证明了认知层面的视觉注意力与群体层面的决策结果之间的联系.
结论:
- 这些发现支持为跨学科的工程团队开发决策支持系统.
- 为未来使用眼睛追踪的工程设计研究提供了方法的见解.
- 有助于弥合集团决策绩效的定量评估差距.
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