认知负荷
认知
认知风格
仪表板
计算机科学
领域(数学)
应用心理学
人机交互
知识管理
心理学
数据科学
数学
神经科学
纯数学
作者
Jinjing Ke,Pin‐Chao Liao,Jie Li,Xiaowei Luo
标识
DOI:10.1016/j.autcon.2023.105029
摘要
A well-designed visualized dashboard could provide intuitive information to construction project managers for effective decision-making. However, the impact of information load of dashboards on cognitive load has rarely been investigated. The roles of user cognitive styles were also ignored. This study examined the effect of dashboard information load and user cognitive style on cognitive load when using dashboards in the construction industry. We designed a visual search experiment with five information load levels. Fifty-six participants, divided into field-dependent (FD) and field-independent (FI) groups, participated in the experiment. The results showed that the FI group had a lower cognitive load and was more efficient than the FD group. The effect of information load on cognitive load followed a piecewise linear correlation with the two prominent knots. The findings underscore the importance of assessing the information load and providing psychological underpinnings for cognitive-fit dashboard design for smart construction management.
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