在线零售中的程序化广告:消费者认知和未来途径

IF 7.8 2区 管理学 Q1 MANAGEMENT
Robert Ciuchita, Johanna Katariina Gummerus, Maria Holmlund, Eva Larissa Linhart
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引用次数: 4

摘要

数字广告使零售商能够依靠大量消费者数据,甚至利用人工智能(AI)通过个性化和情境感知广告在线瞄准消费者。这类广告最近的一个例子是程序化广告(PA),它是由自动投标系统促进的。鉴于零售商预计将在未来增加对PA的使用,需要进一步了解PA的利弊。本文旨在提高对零售商使用PA的含义的理解。设计/方法/方法进行了理论概述,将PA与传统广告进行了比较,并对消费者对PA的态度进行了实证调查(使用实验设计对189名消费者进行了在线调查)和研究议程。发现消费者对PA的态度与对零售商的态度呈正相关。此外,感知到的广告相关性与对人工智能的态度呈正相关,这受到以下因素的调节:(1)消费者对与零售商在线共享数据相关风险的看法;(2)消费者对人工智能积极潜力的看法。令人惊讶的是,人工智能在PA中的公开使用并没有显著影响消费者对PA的态度。原创性/价值本文通过实证证明广告相关性驱动消费者对PA的态度,为技术支持服务的文献做出了贡献。本文进一步研究了两种偶然性:与数据相关的风险信念(即PA的来源)和对人工智能(即与PA相关的有些模糊的技术)有益的看法。研究议程阐明了指导未来零售业PA研究的核心议题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Programmatic advertising in online retailing: consumer perceptions and future avenues

Purpose

Digital advertising enables retailers to rely on large volumes of data on consumers and even leverage artificial intelligence (AI) to target consumers online with personalised and context-aware advertisements. One recent example of such advertisements is programmatic advertising (PA), which is facilitated by automatic bidding systems. Given that retailers are expected to increase their use of PA in the future, further insights on the pros and cons of PA are required. This paper aims to enhance the understanding of the implications of PA use for retailers.

Design/methodology/approach

A theoretical overview is conducted that compares PA to traditional advertising, with an empirical investigation into consumer attitudes towards PA (an online survey of 189 consumers using an experimental design) and a research agenda.

Findings

Consumer attitudes towards PA are positively related to attitudes towards the retailer. Further, perceived ad relevance is positively related to attitudes towards PA, which is moderated by (1) consumer perceptions of risks related to sharing their data with retailers online and (2) consumer perceptions of AI's positive potential. Surprisingly, the disclosed use of AI for PA does not significantly influence consumer attitudes towards PA.

Originality/value

This paper contributes to the literature on technology-enabled services by empirically demonstrating that ad relevance drives consumer attitudes towards PA. This paper further examines two contingencies: risk beliefs related to data (i.e. the source of PA) and perceptions of AI (i.e. the somewhat nebulous technology associated with PA) as beneficial. A research agenda illuminates central topics to guide future research on PA in retailing.

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来源期刊
CiteScore
19.20
自引率
9.40%
发文量
55
期刊介绍: The Journal of Service Management (JOSM) centers its scope on research in service management. It disseminates papers showcasing distinctive and noteworthy contributions to service literature, serving as a communication platform for individuals in the service management field, transcending disciplines, functional areas, sectors, and nationalities. The journal publishes double-blind reviewed papers emphasizing service literature/theory and its practical applications.
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