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On the ability of virtual agents to decrease cognitive load: an experimental study

机译:关于虚拟药物减少认知载荷的能力:实验研究

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摘要

When attempting to solve a problem, humans call upon cognitive resources. These resources are limited, and the degree of their utilisation is described as cognitive load. While the number of parameters to be taken into account and to be processed by modern-day knowledge workers increases, their cognitive resources do not. Research shows that too high a load can increase stress and failure rates and decrease the work satisfaction and performance of employees. It is thus in the interest of organisations to reduce the cognitive load of their employees and keep it at a moderate level. One way to achieve this may be the application of virtual assistants (VAs), software programs, that can be addressed via voice or text commands and respond to the users' input. This study uses a laboratory experiment with N = 91 participants comparing two groups in their ability to solve a task. One group was able to make use of a VA while the other could not. Besides task performance, the cognitive load of the participants was measured. Results show that (a) cognitive load is negatively related to task performance, (b) the group using the VA performed better at the task and (c) the group using the VA had a lower cognitive load. These findings show that VAs are a viable way to support employees and can increase their performance. It adds to the growing field of IS research on VAs by expanding the field for the concept of cognitive load.
机译:当试图解决问题时,人类呼吁认知资源。这些资源有限,利用程度被描述为认知负载。虽然要考虑的参数数量并由现代知识工作者加工的数量增加,但他们的认知资源没有。研究表明,负荷太高可以提高压力和失效率,降低员工的工作满意度和性能。因此,为了减少员工的认知负荷并将其保持在适度水平的情况。实现这一目标的一种方法可以是虚拟助手(VAS),软件程序的应用,可以通过语音或文本命令解决,并响应用户输入。本研究采用了实验室实验,N = 91名参与者比较了两组解决任务的能力。一组能够利用VA而另一组不能使用VA。除了任务性能外,还测量了参与者的认知负荷。结果表明,(a)认知负载与任务性能呈负相关,(b)使用VA在任务中执行的组和(c)使用VA的组具有较低的认知负载。这些调查结果表明,VAS是一种可行的方式来支持员工,可以提高其性能。它增加了越来越多的领域是通过扩大用于认知负荷概念的领域来研究VAS。

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