Exploring privacy-personalization paradox: Facial recognition systems at business events

IF 9 1区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Computers in Human Behavior Pub Date : 2024-06-08 DOI:10.1016/j.chb.2024.108335
Olena Ciftci , Katerina Berezina , Inna Soifer
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Abstract

The purpose of this study is to propose the theoretical model of artificial intelligence-based touchless technology adoption, in the context of facial recognition systems (FRSs) adoption by business event attendees. This research combines constructs of technology adoption and privacy-personalization paradox models with the construct derived from the contemporary context of perceived health risk at events. The study used a survey research design with a mental simulation that introduced an FRS to respondents via a video clip. The results of structural equation modeling based on 199 responses show that performance expectancy and trust in the system positively impact the intention to use FRSs at business events. While lacking direct effects on the adoption intention, effort expectancy demonstrates a significant influence on performance expectancy, and perceived personalization serves as a significant predictor of trust in the system. Perceived health risks of attending a business event did not reveal statistically significant effects on performance expectancy and intention to use FRSs. However, further investigation shows that perceived health risk moderates the effects of privacy concerns on trust and intention to use FRSs.

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探索隐私-个性化悖论:商业活动中的面部识别系统
本研究的目的是在商业活动参与者采用面部识别系统(FRS)的背景下,提出基于人工智能的非接触式技术采用理论模型。本研究将技术采用和隐私个性化悖论模型的构建与活动中感知到的健康风险这一当代背景下的构建相结合。研究采用了调查研究设计,并通过视频短片向受访者介绍了一种心理模拟 FRS。基于 199 个回答的结构方程建模结果表明,绩效预期和对系统的信任会对在商业活动中使用快速反应救生系统的意愿产生积极影响。虽然对采用意向缺乏直接影响,但努力期望对绩效期望有显著影响,而感知到的个性化是系统信任的一个重要预测因素。参加商务活动的健康风险感知对绩效预期和使用 FRS 的意向没有显示出统计学上的显著影响。然而,进一步的调查表明,感知到的健康风险调节了隐私问题对信任和使用 FRS 意向的影响。
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来源期刊
CiteScore
19.10
自引率
4.00%
发文量
381
审稿时长
40 days
期刊介绍: Computers in Human Behavior is a scholarly journal that explores the psychological aspects of computer use. It covers original theoretical works, research reports, literature reviews, and software and book reviews. The journal examines both the use of computers in psychology, psychiatry, and related fields, and the psychological impact of computer use on individuals, groups, and society. Articles discuss topics such as professional practice, training, research, human development, learning, cognition, personality, and social interactions. It focuses on human interactions with computers, considering the computer as a medium through which human behaviors are shaped and expressed. Professionals interested in the psychological aspects of computer use will find this journal valuable, even with limited knowledge of computers.
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