More trust or more risk? User acceptance of artificial intelligence virtual assistant

期望理论 技术接受与使用的统一理论 风险感知 结构方程建模 心理学 感知 社会影响力 应用心理学 虚拟代理 计算机科学 社会心理学 知识管理 人机交互 机器学习 神经科学
作者
Yiwei Xiong,Yan Shi,Quanlin Pu,Na Liu
出处
期刊:Human Factors and Ergonomics in Manufacturing & Service Industries [Wiley]
卷期号:34 (3): 190-205 被引量:9
标识
DOI:10.1002/hfm.21020
摘要

Abstract Artificial intelligence (AI) virtual assistants are rapidly growing, permeating people's daily lives and work. However, some trust and risk issues prevent the acceptance and use of AI virtual assistants by users. Thus, understanding the roles of trust and perceived risk in user acceptance of AI virtual assistants is crucial. This study develops a comprehensive research model based on unified theory of acceptance and use of technology (UTAUT) to explain user acceptance of AI virtual assistants. This model extends UTAUT by adding users' perception of trust and risk. The research model and hypotheses are validated through structural equation modeling with a sample of 926 AI virtual assistant users. Results show that gender is significantly related to behavioral intention to use, education is positively related to trust and behavioral intention to use, and usage experience is positively related to attitude toward using. UTAUT variables, including performance expectancy, effort expectancy, social influence, and facilitating conditions, are positively related to behavioral intention to use AI virtual assistant. Trust and perceived risk respectively have positive and negative effects on attitude toward using and behavioral intention to use AI virtual assistants. Trust and perceived risk play equally important roles in explaining user acceptance of AI virtual assistants. Theoretical and practical implications of the current AI virtual assistant acceptance model and directions for future research are discussed.
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