Yang Taeyang, Kim Sung-Phil
Brain-Computer Interface Laboratory, Department of Human Factors Engineering, Ulsan National Institute of Science and Technology, Ulsan, South Korea.
Front Neurosci. 2019 Jun 28;13:676. doi: 10.3389/fnins.2019.00676. eCollection 2019.
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 group. A comparison of event-related potentials (ERPs) between population-fit groups through a paired -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.
品牌延伸是一种营销策略,它利用已建立的品牌来推广作为商品或服务提供的新产品。先前关于商品到商品品牌延伸的神经生理学研究表明,分类和语义记忆过程参与了品牌延伸评估。然而,尚不清楚这些相同的过程是否也是服务到服务品牌延伸的基础。因此,本研究旨在调查消费者对服务到服务品牌延伸判断背后的神经过程。具体而言,我们研究了人类对延伸服务的脑电图反应,这些延伸服务在消费者中通常被认为与母品牌匹配良好或不佳。为此,我们提出了一种新的刺激分组方法,以找到普遍可接受或不可接受的服务延伸。在实验中,参与者报告了56对品牌延伸的可接受性,这些品牌延伸由母品牌名称(S1)和延伸服务名称(S2)组成。根据个体的可接受性反应,我们将每对品牌延伸分为三个匹配水平之一:高匹配(即高度可接受)、低匹配和中等匹配。接下来,我们选择了大多数参与者(即>85%)给予高/低匹配评价的刺激,并将它们分配到高/低组。通过配对t检验对群体匹配组之间的事件相关电位(ERP)进行比较,结果显示额中央N2和额顶叶P300振幅存在显著差异。我们通过解码分析进一步评估了这些ERP成分的个体间变异性,该分析使用支持向量机将N2和/或P300振幅分类为高或低群体匹配类别。留一法验证显示,N2振幅的分类准确率为60.35%,P300为78.95%,两者均为73.68%,这表明N2的个体间变异性相对较高,而P300的个体间变异性较低。该验证表明,额顶叶P300在服务到服务品牌延伸中反映了个体间更一致的神经过程。我们进一步观察到,随着刺激的匹配水平增加,左额叶P300振幅增大,这表明存在一个语义检索过程来评估S1和S2之间的语义联系。顶叶P300在高群体匹配组中显示出更高的振幅,反映了基于相似性的分类过程。总之,我们的结果表明,服务到服务品牌延伸评估可能与商品到商品品牌延伸共享相似的神经过程。