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An Analysis of the Effects of Smartphone Push Notifications on Task Performance with regard to Smartphone Overuse Using ERP

机译:智能手机推送通知对智能手机过度使用任务性能的影响分析

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摘要

Smartphones are used ubiquitously worldwide and are essential tools in modern society. However, smartphone overuse is an emerging social issue, and limited studies have objectively assessed this matter. The majority of previous studies have included surveys or behavioral observation studies. Since a previous study demonstrated an association between increased push notifications and smartphone overuse, we investigated the effects of push notifications on task performance. We detected changes in brainwaves generated by smartphone push notifications using the N200 and P300 components of event-related potential (ERP) to investigate both concentration and cognitive ability. ERP assessment indicated that, in both risk and nonrisk groups, the lowest N200 amplitude and the longest latency during task performance were found when push notifications were delivered. Compared to the nonrisk group, the risk group demonstrated lower P300 amplitudes and longer latencies. In addition, the risk group featured a higher rate of error in the Go-Nogo task, due to the negative influence of smartphone push notifications on performance in both risk and nonrisk groups. Furthermore, push notifications affected subsequent performance in the risk group.
机译:智能手机在全球范围内普遍存在,是现代社会的重要工具。然而,智能手机过度使用是一个新兴的社会问题,有限的研究已经客观地评估了这件事。以前的大多数研究包括调查或行为观察研究。自上一项研究以来,展示了增加的推送通知和智能手机过度使用之间的关联,我们调查了推送通知对任务性能的影响。我们使用事件相关电位(ERP)的N200和P300组件检测智能手机推送通知产生的脑波发生的变化,以研究浓度和认知能力。 ERP评估表明,在风险和非缺失组中,在传送推送通知时,发现了最低的N200幅度和任务性能期间的最长延迟。与非缺乏组相比,风险组展示了较低的P300幅度和更长的延迟。此外,由于智能手机推送通知对风险和非缺失组的性能的负面影响,风险组在Go-Nogo任务中具有更高的错误率。此外,推送通知影响了风险组的后续性能。

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