广告代言中的神经信号技术:揭示消费者反应和行为趋势

IF 13.1 1区 管理学 Q1 BUSINESS Journal of Retailing and Consumer Services Pub Date : 2025-05-01 Epub Date: 2024-12-12 DOI:10.1016/j.jretconser.2024.104175
K. Adalarasu, K. Ghousiya Begum, M. Vishnu Priyan, C. Devendranath, G.V. Sriram
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引用次数: 0

摘要

广告代理商经常争论视频广告的价值和它们提供给客户的信息。广告的目的是说服潜在客户购买产品或服务,以促进其工业贸易。研究还需要进一步了解影响消费者购物行为的基本机制以及广告是如何影响消费者购物行为的。因此,首次尝试了解观看不同类型广告对大脑活动的影响。该方法利用脑电图(EEG)生物标志物确定观众对电视广告的反应,以及不同的商业类型及其内容如何影响观众的神经功能。22名志愿者参加了这项研究,他们观看了50到90年代的名人、动物、对话、动画和广告短片。在观看广告时记录14个电极位置的脑电图信号;对原始信号进行预处理,利用小波分解技术提取19个特征。同样,利用节点和边在每个脑电波段上绘制脑功能连接网络。从统计分析来看,在大多数电极位置,名人、广告歌和动画广告的θ波段能量和比值特征(心率指数、性能负荷指数、任务负荷指数)均显著高于其他三个广告(p<0.05)。脑功能连接图表明,在观看名人、广告歌曲和动物广告时,大脑右侧额叶、颞叶和顶叶区域的信息传递强度较高,神经元主要被激活。在观看明星广告时,关于主观偏好和良好情绪的决定与额叶脑θ波活动的增加有关,与广告内容相关的大部分信息被转移到长期记忆中。这将引起顾客喜欢产品,并说服他们购买。此外,有分析认为,只有对话的广告不太能激起观众的兴趣,导致短期记忆,不受消费者的青睐。我们的研究结果有助于设计在制作广告和推动市场创新时必须考虑的因素。
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Neuro-signaling techniques in advertisement endorsements: Unveiling consumer responses and behavioral trends
Advertising agencies often debate the value of video advertisements and the information they provide customers. Advertising aims to persuade potential customers to buy a product or service to facilitate its industrial trade. Research has to be done further to understand the fundamental mechanisms influencing consumer shopping behavior and how advertising influences it. So, an attempt has been made for the first time to understand the brain activities influenced by viewing different advertisement genres. The approach determines how viewers responded to TV advertisements using electroencephalography (EEG) biomarkers and how different commercial genres and their contents affected viewers’ neural functions. Twenty-two volunteers participated, watching video commercials with celebrities, animals, dialogues, animation and jingle advertisements ranging from 50 to 90 s. EEG signals have been recorded in 14 electrode locations while watching advertisements; raw signals are pre-processed, and 19 features are extracted using wavelet decomposition techniques.
Similarly, brain functional connectivity network was drawn on each EEG band using nodes and edges. From the statistical analysis, theta band energy and ratio features (heart rate index, performance load index, task load index) are significantly (p<0.05) high for celebrity, jingle and animation when compared to the other three advertisements in most of the electrode locations. The functional brain connectivity graphs imply that information transmission strength was high in the right side of the frontal, temporal and parietal regions, as neurons are dominantly activated while viewing celebrity, jingle and animal advertisements. While viewing the celebrity advertisement, the decisions about subjective preferences and good emotions are linked with increased theta band activity in the frontal brain, and most information related to the advertisement content are transferred to the long-term memory. This will elicit the customer to like the product and persuade them to buy. Also, it is analysed that advertising with dialogues alone piques viewers’ interest less, leading to short-term memory and not being preferred by customers. The outcome of our study helps to design the factors that must be considered while making advertisements and driving market innovations.
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来源期刊
CiteScore
20.40
自引率
14.40%
发文量
340
审稿时长
20 days
期刊介绍: The Journal of Retailing and Consumer Services is a prominent publication that serves as a platform for international and interdisciplinary research and discussions in the constantly evolving fields of retailing and services studies. With a specific emphasis on consumer behavior and policy and managerial decisions, the journal aims to foster contributions from academics encompassing diverse disciplines. The primary areas covered by the journal are: Retailing and the sale of goods The provision of consumer services, including transportation, tourism, and leisure.
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