The Effects of Linguistic Coordination on Perceived Quality of Consumer Reviews: A Dual Process Perspective

IF 6.8 1区 管理学 Q1 BUSINESS Journal of Interactive Marketing Pub Date : 2023-04-10 DOI:10.1177/10949968221150933
A. Liu, Yinglei Wang, Jurui Zhang
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Abstract

Online consumer reviews, as a major source of information and influence, are of great interest to marketing researchers and practitioners. This study investigates the effects of linguistic coordination on perceived review quality. Drawing on the elaboration likelihood model, the authors theorize that two types of linguistic coordination—topic matching (semantic component) and language style matching (lexical component)—have profound effects on perceived review quality. Utilizing natural language processing tools and a novel clustering technique to measure matching, empirical analyses based on an IMDb data set support the positive direct effects of both types of matching. Moreover, the authors find that there is a negative interaction between topic matching and language style matching in affecting perceived review quality. The findings contribute to the understanding of online review quality, and the application of natural language processing enriches the methodological tool kit available to researchers.
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语言协调对消费者评价感知质量的影响:双过程视角
在线消费者评论作为信息和影响力的主要来源,引起了营销研究人员和从业者的极大兴趣。本研究探讨了语言协调对感知评论质量的影响。基于阐述可能性模型,作者认为两种类型的语言协调——主题匹配(语义成分)和语言风格匹配(词汇成分)——对感知评论质量有着深远的影响。利用自然语言处理工具和一种新的聚类技术来测量匹配,基于IMDb数据集的实证分析支持这两种类型的匹配的积极直接影响。此外,作者发现主题匹配和语言风格匹配在影响感知评论质量方面存在负面互动。这些发现有助于理解在线评论质量,自然语言处理的应用丰富了研究人员可用的方法工具包。
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来源期刊
CiteScore
20.20
自引率
5.90%
发文量
39
期刊介绍: The Journal of Interactive Marketing aims to explore and discuss issues in the dynamic field of interactive marketing, encompassing both online and offline topics related to analyzing, targeting, and serving individual customers. The journal seeks to publish innovative, high-quality research that presents original results, methodologies, theories, and applications in interactive marketing. Manuscripts should address current or emerging managerial challenges and have the potential to influence both practice and theory in the field. The journal welcomes conceptually rigorous approaches of any type and does not favor or exclude specific methodologies.
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