在网上购物中使用增强现实会影响购后对产品的认知吗?使用基于机器学习的情感分析、实验室实验和焦点小组的混合设计

IF 20.1 1区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Xuebing Dong , Chuanzhi Hu , Jonas Heller , Nianqi Deng
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引用次数: 0

摘要

随着增强现实技术在网上零售中的应用,学者们越来越关注其对消费者网上购物决策的影响。虽然有许多研究考察了在线零售在购买前和中期阶段的AR应用,但有限的研究探讨了AR使用对消费者在购买后阶段对产品感知的评价的影响。本研究探讨了AR的使用是否以及如何增强消费者对产品感知的购后评价。使用混合方法设计,包括基于机器学习的情感分析,实验室实验和半结构化焦点小组,我们发现AR的使用对消费者对产品美学,功能和服务维度的看法产生了积极影响。此外,我们确定消费者期望在购买后阶段对产品感知的改善起中介作用,而身体对产品的参与程度和品牌熟悉度调节了这种中介作用。这些结果通过强调AR技术对消费者购买后对产品感知评价的影响,扩展了现有的AR文献。该研究也为零售平台和产品制造商提供了重要的实践指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does using augmented reality in online shopping affect post-purchase product perceptions? A mixed design using machine-learning based sentiment analysis, lab experiments, and focus groups
With the advent of augmented reality (AR) use in online retailing, scholars have increasingly focused on its impact on consumers’ online shopping decisions. While numerous studies have examined AR applications in online retailing during the pre- and mid-purchase stages, limited research has explored the influence of AR use on consumers’ evaluation of product perceptions in the post-purchase stage. This study examines whether and how AR use enhances consumers’ post-purchase evaluation of product perceptions. Using a mixed-method design, encompassing machine-learning based sentiment analysis, lab experiments, and semi-structured focus groups, we found that AR use positively influenced consumers’ perceptions of a product’s aesthetic, functional, and service dimensions. Furthermore, we determined that consumer expectations mediated the improvement in product perceptions in the post-purchase stage, with the degree of body involvement in the product and brand familiarity moderating this mediation. These results extend the existing AR literature by highlighting the impact of AR technology on consumers’ post-purchase evaluation of product perceptions. The study also offers important practical guidance for retail platforms and product manufacturers.
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来源期刊
International Journal of Information Management
International Journal of Information Management INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
53.10
自引率
6.20%
发文量
111
审稿时长
24 days
期刊介绍: The International Journal of Information Management (IJIM) is a distinguished, international, and peer-reviewed journal dedicated to providing its readers with top-notch analysis and discussions within the evolving field of information management. Key features of the journal include: Comprehensive Coverage: IJIM keeps readers informed with major papers, reports, and reviews. Topical Relevance: The journal remains current and relevant through Viewpoint articles and regular features like Research Notes, Case Studies, and a Reviews section, ensuring readers are updated on contemporary issues. Focus on Quality: IJIM prioritizes high-quality papers that address contemporary issues in information management.
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