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Information systems and task demand: An exploratory pupillometry study of computerized decision making

机译:信息系统和任务需求:计算机决策的探索性瞳孔测量研究

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摘要

Information systems (IS) play an important role in successful execution of organizational decisions, and the ensuing tasks that rely on those decisions. Because decision making models show that cognitive load has a significant impact on how people use information systems, objective measurement of cognitive load becomes both relevant and important in IS research. In this paper, we manipulate task demand during a decision making task in four different ways. We then investigate how increasing task demand affects a user's pupil data during interaction with a computerized decision aid. Our results suggest that pupillometry has the potential to serve as a reliable, objective, continuous and unobtrusive measure of task demand and that the adaptive decision making theory may serve as a suitable framework for studying user pupillary responses in the IS domain. (C) 2017 Elsevier B.V. All rights reserved.
机译:信息系统(IS)在成功执行组织决策以及依赖于这些决策的后续任务中发挥着重要作用。由于决策模型表明认知负荷对人们使用信息系统的方式有重大影响,因此认知负荷的客观衡量在信息系统研究中既重要又重要。在本文中,我们以四种不同的方式操纵决策任务期间的任务需求。然后,我们调查在与计算机化决策辅助程序交互期间,任务需求的增加如何影响用户的学生数据。我们的结果表明,瞳孔测量法有可能用作可靠,客观,连续且不干扰任务需求的量度,而自适应决策理论可作为研究IS领域用户瞳孔反应的合适框架。 (C)2017 Elsevier B.V.保留所有权利。

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