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Group-Level Neural Responses to Service-to-Service Brand Extension

机译:服务级品牌延伸的集团层面神经反应

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摘要

Brand extension is a marketing strategy leveraging well-established brand to promote new offerings provided as goods or service. The previous neurophysiological studies on goods-to-goods brand extension have proposed that categorization and semantic memory processes are involved in brand extension evaluation. However, it is unknown whether these same processes also underlie service-to-service brand extension. The present study, therefore, aims to investigate neural processes in consumers underlying their judgment of service-to-service brand extension. Specifically, we investigated human electroencephalographic responses to extended services that were commonly considered to fit well or badly with parent brand among consumers. For this purpose, we proposed a new stimulus grouping method to find commonly acceptable or unacceptable service extensions. In the experiment, participants reported the acceptability of 56 brand extension pairs, consisting of parent brand name (S1) and extended service name (S2). From individual acceptability responses, we assigned each pair to one of the three fit levels: high- (i.e., highly acceptable), low-, and mid-fit. Next, we selected stimuli that received high/low-fit evaluations from a majority of participants (i.e., >85%) and assigned them to a high/low population-fit group. A comparison of event-related potentials (ERPs) between population-fit groups through a paired t-test showed significant differences in the fronto-central N2 and fronto-parietal P300 amplitudes. We further evaluated inter-subject variability of these ERP components by a decoding analysis that classified N2 and/or P300 amplitudes into a high, or low population-fit class using a support vector machine. Leave-one-subject-out validation revealed classification accuracy of 60.35% with N2 amplitudes, 78.95% with P300, and 73.68% with both, indicating a relatively high inter-subject variability of N2 but low for P300. This validation showed that fronto-parietal P300 reflected neural processes more consistent across subjects in service-to-service brand extension. We further observed that the left frontal P300 amplitude was increased as fit-level increased across stimuli, indicating a semantic retrieval process to evaluate a semantic link between S1 and S2. Parietal P300 showed a higher amplitude in the high population-fit group, reflecting a similarity-based categorization process. In sum, our results suggest that service-to-service brand extension evaluation may share similar neural processes with goods-to-goods brand extension.
机译:品牌延伸是一种利用知名品牌来推广作为商品或服务提供的新产品的营销策略。先前有关商品间品牌扩展的神经生理学研究提出,品牌扩展评估涉及分类和语义记忆过程。但是,尚不清楚这些相同的过程是否也构成了服务间品牌扩展的基础。因此,本研究旨在调查消费者对服务到服务品牌扩展的判断所依据的神经过程。具体来说,我们调查了人类脑电图对扩展服务的响应,这些响应通常被认为与消费者中母品牌的好坏有关。为此,我们提出了一种新的刺激分组方法,以找到通常可接受或不可接受的服务扩展。在实验中,参与者报告了56个品牌扩展对的可接受性,其中包括母品牌名称(S1)和扩展服务名称(S2)。根据个人的可接受度响应,我们将每对配对分配到三个拟合级别之一:高(即高度可接受),低和中等拟合。接下来,我们选择了从大多数参与者(即> 85%)中获得高/低适应度评估的刺激,并将其分配给高/低人群适应度组。通过配对t检验比较了人口契合组之间的事件相关电位(ERP),结果显示额中央N2和额顶P300振幅存在显着差异。我们通过使用支持向量机将N2和/或P300振幅分为高或低总体拟合类别的解码分析,进一步评估了这些ERP组件的对象间差异。留一题验证结果显示,N2幅度的分类准确度为60.35%,P300的分类准确度为78.95%,两者的分类准确度为73.68%,这表明N2的对象间变异性相对较高,但P300的较低。该验证表明,顶对顶P300反映了服务到服务品牌扩展中各个主题之间神经过程的一致性。我们进一步观察到,随着刺激水平的提高,左额叶P300振幅也随之增加,这表明语义检索过程可评估S1和S2之间的语义联系。在高人群适应性人群中,顶叶P300表现出更高的幅度,反映出基于相似度的分类过程。总之,我们的结果表明,服务到服务品牌扩展评估可能与商品到商品品牌扩展共享相似的神经过程。

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