Ambivalence is Better than Indifference: Behavioral and Neurophysiological Assessment of Ambivalence in Online Environments

IF 7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Mis Quarterly Pub Date : 2023-06-01 DOI:10.25300/misq/2022/17123
Akshat Lakhiwal, Hillol Bala, Pierre-Majorique Léger
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Abstract

Information representations such as ratings and reviews play an important role in assisting users in making decisions in online environments. Prior information systems (IS) research has mostly focused on the role of extreme valence, i.e., the positivity/negativity of information, portrayed by such representations. Yet this bipolar approach discounts how the coexistence of positivity and negativity (i.e., ambivalence) or their absence (i.e., indifference) is formed and leads to distinct attentional processes and outcomes such as purchase decisions. We theorize how and why the valence of information projected through such representations may elicit mixed feelings and influence decision-making in online environments. We conducted four randomized controlled experiments, including an electroencephalography (EEG) study, to disentangle the influence of ambivalence and indifference on decision-making in an online shopping context. We found that ambivalence and indifference to online information distinctly influenced attention and purchase decisions relative to positivity and negativity. Our findings further suggest the inability of incumbent bipolar representations, such as the widely implemented star rating system, to capture the mixed feelings expressed in online content. We propose a bivariate intervention that overcomes the limitations of bipolar representations by not only discerning ambivalence from indifference but also amplifying purchase decisions for products with ambivalent information by at least 50%, compared to incumbent bipolar representations. Our findings advance ongoing research on the role of information valence in online environments and offer implications for practice.
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矛盾心理优于冷漠:网络环境中矛盾心理的行为和神经生理评估
在网络环境中,评级和评论等信息表示在帮助用户做出决策方面发挥着重要作用。先验信息系统(IS)的研究主要集中在极端效价的作用上,即这种表征所描绘的信息的积极/消极。然而,这种两极方法忽略了积极和消极的共存(即矛盾心理)或它们的缺失(即冷漠)是如何形成的,并导致了不同的注意力过程和结果,如购买决策。我们理论化了如何以及为什么通过这种表征投射的信息的价值可能会引起复杂的感受并影响在线环境中的决策。我们进行了四项随机对照实验,包括一项脑电图(EEG)研究,以弄清矛盾心理和冷漠对网上购物决策的影响。我们发现,对网络信息的矛盾心理和冷漠相对于积极和消极影响着注意力和购买决策。我们的研究结果进一步表明,现有的双相表征,如广泛实施的星级评级系统,无法捕捉在线内容中表达的复杂情感。我们提出了一种双变量干预,克服了双相表征的局限性,不仅区分了矛盾心理和冷漠,而且与现有的双相表征相比,将具有矛盾信息的产品的购买决策放大了至少50%。我们的发现推动了正在进行的关于信息价在网络环境中的作用的研究,并为实践提供了启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mis Quarterly
Mis Quarterly 工程技术-计算机:信息系统
CiteScore
13.30
自引率
4.10%
发文量
36
审稿时长
6-12 weeks
期刊介绍: Journal Name: MIS Quarterly Editorial Objective: The editorial objective of MIS Quarterly is focused on: Enhancing and communicating knowledge related to: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Addressing professional issues affecting the Information Systems (IS) field as a whole Key Focus Areas: Development of IT-based services Management of IT resources Use, impact, and economics of IT with managerial, organizational, and societal implications Professional issues affecting the IS field as a whole
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