Look Before you Leap! The Impact of Trust, Uncertainty, and Topics of Reviews on Search and Sales of Cars

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Information Systems Frontiers Pub Date : 2024-10-31 DOI:10.1007/s10796-024-10552-4
Madhuri Prabhala, Indranil Bose
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Abstract

While the research on online consumer reviews is immense, it has largely focused on products which can also be purchased online. However, the high level of digital engagement of individuals today along with a reported fall in physical store visits indicate that digital content can also affect products available only for purchase offline. This research examines the effects of trust, uncertainty, and topics extracted from online consumer reviews on two outcomes in the India car market, namely the search for online information and sales. The study finds that while uncertainty does not affect sales, and has a negative effect on online information search, trust is positively associated with both. The topics extracted using Latent Dirichlet Allocation from the review corpus fall under the category of experiential or functional. The different topics have direct and mediating impacts on search and sales.

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跃进之前先看清!信任、不确定性和评论主题对汽车搜索和销售的影响
虽然有关在线消费者评论的研究非常多,但主要集中在可以在线购买的产品上。然而,如今个人的数字参与程度很高,而且据报道实体店访问量有所下降,这表明数字内容也会影响只能在线下购买的产品。本研究探讨了信任、不确定性和从在线消费者评论中提取的话题对印度汽车市场的两个结果(即在线信息搜索和销售)的影响。研究发现,虽然不确定性不会影响销售额,而且对在线信息搜索有负面影响,但信任度与两者都呈正相关。从评论语料库中使用潜在德里希特分配法提取的主题属于体验或功能类别。不同的主题对搜索和销售有直接影响,也有中介影响。
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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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