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信息过载如何影响消费者的在线决策过程?一项事件相关电位研究。

How Does Information Overload Affect Consumers' Online Decision Process? An Event-Related Potentials Study.

作者信息

Peng Minjing, Xu Zhicheng, Huang Haiyang

机构信息

School of Economics and Management, Wuyi University, Jiangmen, China.

出版信息

Front Neurosci. 2021 Oct 21;15:695852. doi: 10.3389/fnins.2021.695852. eCollection 2021.

Abstract

One of the advantages of e-retailers is their capability to provide a large amount of information to consumers. However, when the amount of information exceeds consumers' information processing capacities, it will lead to worse decision quality and experience, causing the information overload effect. In this study, the event-related potentials (ERPs) were applied to examine the hidden neural mechanism of the impact of information overload on consumers' decision processes. Behavioral data showed that people would spend more time making decisions when faced with information overload. Neurophysiologically, consumers would invest less attentional resources in the high amount of information (HAI) condition than those in the low amount of information (LAI) condition and lead to less positive P2 amplitudes. The HAI condition would increase decision difficulty than would the LAI condition and result in smaller P3 amplitudes. In addition, an increased late positive component (LPC) was observed for the HAI condition in contrast to the LAI condition, indicating that consumers were more inclined to have decision process regret when consumers were overloaded. We further investigated the dynamic information processing when consumers got over information overload by mining the brain's time-varying networks. The results revealed that during the decision process and the neural response stage, the central area controlled other brain regions' activities for the HAI condition, suggesting that people may still consider and compare other important information after the decision process when faced with information overload. In general, this study may provide neural evidence of how information overload affects consumers' decision processes and ultimately damages decision quality.

摘要

电子零售商的优势之一在于他们有能力向消费者提供大量信息。然而,当信息量超过消费者的信息处理能力时,就会导致决策质量和体验变差,从而产生信息过载效应。在本研究中,事件相关电位(ERP)被用于探究信息过载对消费者决策过程影响的潜在神经机制。行为数据表明,人们在面对信息过载时会花费更多时间做决策。从神经生理学角度来看,与低信息量(LAI)条件相比,消费者在高信息量(HAI)条件下投入的注意力资源更少,导致P2波幅的正向性更低。与LAI条件相比,HAI条件会增加决策难度,并导致P3波幅更小。此外,与LAI条件相比,HAI条件下观察到晚期正成分(LPC)增加,这表明当消费者处于信息过载状态时,他们更倾向于对决策过程感到后悔。我们通过挖掘大脑的时变网络,进一步研究了消费者克服信息过载时的动态信息处理过程。结果显示,在决策过程和神经反应阶段,中央区域在HAI条件下控制着其他脑区的活动,这表明人们在面对信息过载时,在决策过程之后可能仍会考虑和比较其他重要信息。总的来说,本研究可能为信息过载如何影响消费者决策过程并最终损害决策质量提供神经学证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4538/8567038/1fd35b6de776/fnins-15-695852-g001.jpg

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