eWOM Information Richness and Online User Review Behavior: Evidence from TripAdvisor

IF 5.1 3区 管理学 Q1 BUSINESS Journal of Theoretical and Applied Electronic Commerce Research Pub Date : 2024-04-18 DOI:10.3390/jtaer19020046
Xueyu Liu, Jie Lin, Xiaoyan Jiang, Tingzhen Chang, Haowen Lin
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Abstract

The growing number of online users commenting on review platforms has fueled the development of electronic word–of–mouth (eWOM). At the same time, merchants have improved their requirements for the length and frequency of online reviews. However, few studies have examined the updating mechanism of online reviews length and frequency from the perspective of businesses. This study explores the relationship between online commenting platform users and eWOM and examines how eWOM information richness affects online user review behavior. We used media richness theory (MRT) to quantify the information richness of eWOM content (linguistic, textual, and photographical) to build an empirical framework. For the research data, we used advanced big data analytics to retrieve and analyze TripAdvisor data on restaurant services in nine major tourist destinations, the United States, Mexico, and mainland Europe (including UK, Spain, Netherlands, etc.), over a long period of time. Based on >10 million eWOM, this study used multiple regression to examine the impact of eWOM information richness on online user review behavior, considering the moderating effect of information ambiguity. Our research results show that content information richness positively affects online user review behavior, increasing their frequency and length. Information ambiguity play a moderating role that strengthens this relationship. This supports our theoretical hypothesis. Finally, for greater applicability and reliability, we conducted a comparative study on the degree of differences in the relationship between eWOM and users based on different cultural backgrounds across countries.
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电子口碑信息丰富度与在线用户评论行为:来自 TripAdvisor 的证据
越来越多的在线用户在评论平台上发表评论,推动了电子口碑(eWOM)的发展。与此同时,商家也提高了对在线评论长度和频率的要求。然而,很少有研究从商家的角度研究在线评论长度和频率的更新机制。本研究探讨了在线评论平台用户与网络口碑之间的关系,并研究了网络口碑信息丰富度如何影响在线用户评论行为。我们运用媒体丰富度理论(MRT)量化了网络口碑内容的信息丰富度(语言、文字和图片),从而构建了一个实证框架。在研究数据方面,我们使用了先进的大数据分析技术,对美国、墨西哥和欧洲大陆(包括英国、西班牙、荷兰等)九个主要旅游目的地的 TripAdvisor 餐饮服务数据进行了长期检索和分析。基于超过 1000 万条网络口碑,本研究采用多元回归方法考察了网络口碑信息丰富度对在线用户评论行为的影响,并考虑了信息模糊性的调节作用。研究结果表明,内容信息丰富度会对网络用户评论行为产生积极影响,增加用户评论的频率和时长。信息模糊性起到了调节作用,加强了这种关系。这支持了我们的理论假设。最后,为了提高研究的适用性和可靠性,我们对基于不同国家文化背景的网络口碑与用户之间关系的差异程度进行了比较研究。
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来源期刊
CiteScore
9.50
自引率
3.60%
发文量
67
期刊介绍: The Journal of Theoretical and Applied Electronic Commerce Research (JTAER) has been created to allow researchers, academicians and other professionals an agile and flexible channel of communication in which to share and debate new ideas and emerging technologies concerned with this rapidly evolving field. Business practices, social, cultural and legal concerns, personal privacy and security, communications technologies, mobile connectivity are among the important elements of electronic commerce and are becoming ever more relevant in everyday life. JTAER will assist in extending and improving the use of electronic commerce for the benefit of our society.
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