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使用眼动追踪、脑电图和磁共振成像技术研究网络广告线索对人类反应的影响。

Examining the effect of online advertisement cues on human responses using eye-tracking, EEG, and MRI.

作者信息

Yen Chiahui, Chiang Ming-Chang

机构信息

Department of International Business, Ming Chuan University, Taipei 111, Taiwan.

Department of Life Science, College of Science and Engineering, Fu Jen Catholic University, New Taipei City 242, Taiwan.

出版信息

Behav Brain Res. 2021 Mar 26;402:113128. doi: 10.1016/j.bbr.2021.113128. Epub 2021 Jan 15.

Abstract

This study sought to emphasize how disciplines such as neuroscience and marketing can be applied in advertising and consumer behavior. The application of neuroscience methods in analyzing and understanding human behavior related to the Elaboration Likelihood Model (ELM) and brain activity has recently garnered attention. This study examines brain processes while participants attempted to elicit preferences for a product, and demonstrates factors that influence consumer behavior using eye-tracking, electroencephalography (EEG), and magnetic resonance imaging (MRI) from a neuroscience approach. We planned two conditions of online advertising, namely, peripheral cues without argument and central cues with argument strength. Thirty respondents participated in the experiment, consisting of eye-tracking, EEG, and MRI instruments to explore brain activity in central cue conditions. We investigated whether diffusion tensor imaging (DTI) analysis could detect regional brain changes. Using eye-tracking, we found that the responses were mainly in the mean fixation duration, number of fixations, mean saccade duration, and number of saccade durations for the central cue condition. Moreover, the findings show that the fusiform gyrus and frontal cortex are significantly associated with building a relationship by inferring central cues in the EEG assay. The MRI images show that the fusiform gyrus and frontal cortex are significantly active in the central cue condition. DTI analysis indicates that the corpus callosum has changed in the central cue condition. We used eye-tracking, EEG, MRI, and DTI to understand that these connections may apprehend responses when viewing advertisements, especially in the fusiform gyrus, frontal cortex, and corpus callosum.

摘要

本研究旨在强调神经科学和市场营销等学科如何应用于广告和消费者行为。神经科学方法在分析和理解与精细加工可能性模型(ELM)及大脑活动相关的人类行为方面的应用,最近受到了关注。本研究在参与者试图引发对某一产品的偏好时,对大脑过程进行了检测,并从神经科学的角度,运用眼动追踪、脑电图(EEG)和磁共振成像(MRI)来展示影响消费者行为的因素。我们设计了两种在线广告条件,即无论据的外周线索和有论据强度的中枢线索。30名受访者参与了该实验,实验使用了眼动追踪、EEG和MRI仪器,以探究中枢线索条件下的大脑活动。我们研究了扩散张量成像(DTI)分析是否能够检测到大脑区域的变化。通过眼动追踪,我们发现中枢线索条件下的反应主要体现在平均注视持续时间、注视次数、平均扫视持续时间和扫视持续次数上。此外,研究结果表明,在EEG检测中,梭状回和额叶皮质与通过推断中枢线索建立关系显著相关。MRI图像显示,在中枢线索条件下,梭状回和额叶皮质显著活跃。DTI分析表明,在中枢线索条件下胼胝体发生了变化。我们运用眼动追踪、EEG、MRI和DTI来了解这些联系在观看广告时可能会产生的反应,尤其是在梭状回、额叶皮质和胼胝体中。

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