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Task-Representation Fit’s Impact on Cognitive Effort in the Context of Decision Timeliness and Accuracy: A Cognitive Fit Perspective

机译:决策及时性和准确性背景下的任务表示契合度对认知努力的影响:认知契合度的观点

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Cognitive fit theory (CFT) has emerged as a dominant theoretical lens to explain decision performance when using data representations to solve decision making tasks. Despite the apparent consensus regarding cognitive effort's theoretical criticality in CFT-based research, researchers have made limited attempts to evaluate and empirically measure cognitive effort and its impact. Unlike prior CFT-based literature that has theorized only the role of cognitive effort, in our empirical study, we presented information and tasks to 68 participants and directly measured cognitive effort to understand how cognitive fit impacts it and how it impacts decision performance. We found that 1) cognitive fit had an impact on cognitive effort only for more complex tasks and 2) cognitive effort had an impact on decision performance time but not on decision performance accuracy. These findings enhance our understanding of an established IS theory and encourage more research on the cognitive underpinnings of CFT."> --> Home Search Browse All Content My Account About Digital Commons Network? href="#main" class="skiplink" accesskey="2.
机译:认知拟合理论(CFT)已成为解释使用数据表示法解决决策任务时的决策绩效的主要理论镜头。尽管在基于CFT的研究中就认知努力的理论重要性达成了明显的共识,但是研究人员仍在有限的尝试中评估和凭经验衡量认知努力及其影响。与以往基于CFT的文献仅理论化认知努力的作用不同,在我们的实证研究中,我们向68名参与者提供了信息和任务,并直接测量了认知努力,以了解认知适应如何影响认知以及认知如何影响决策绩效。我们发现1)认知适应仅对更复杂的任务影响认知努力,2)认知努力对决策执行时间有影响,但对决策执行准确性没有影响。这些发现增强了我们对既定的IS理论的理解,并鼓励对CFT的认知基础进行更多的研究。“>->主页搜索浏览所有内容我的帐户关于Digital Commons Network?href =”#main“ class =” skiplink “ accesskey =” 2.。

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