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How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8567038/ https://www.ncbi.nlm.nih.gov/pubmed/34744601 http://dx.doi.org/10.3389/fnins.2021.695852 |
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author | Peng, Minjing Xu, Zhicheng Huang, Haiyang |
author_facet | Peng, Minjing Xu, Zhicheng Huang, Haiyang |
author_sort | Peng, Minjing |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8567038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85670382021-11-05 How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study Peng, Minjing Xu, Zhicheng Huang, Haiyang Front Neurosci Neuroscience 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. Frontiers Media S.A. 2021-10-21 /pmc/articles/PMC8567038/ /pubmed/34744601 http://dx.doi.org/10.3389/fnins.2021.695852 Text en Copyright © 2021 Peng, Xu and Huang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Peng, Minjing Xu, Zhicheng Huang, Haiyang How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title | How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title_full | How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title_fullStr | How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title_full_unstemmed | How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title_short | How Does Information Overload Affect Consumers’ Online Decision Process? An Event-Related Potentials Study |
title_sort | how does information overload affect consumers’ online decision process? an event-related potentials study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8567038/ https://www.ncbi.nlm.nih.gov/pubmed/34744601 http://dx.doi.org/10.3389/fnins.2021.695852 |
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