AI as decision aid or delegated agent: The effects of trust dimensions on the adoption of AI digital agents

Aman Pathak, Veena Bansal
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Abstract

AI digital agents may act as decision-aid or as delegated agents. A decision-aid agent helps a user make decisions, whereas a delegated agent makes decisions on behalf of the consumer. The study determines the factors affecting the adoption intention of AI digital agents as decision aids and delegated agents. The domain of study is banking, financial services, and Insurance sector (BFSI). Due to the unique characteristics of AI digital agents, trust has been identified as an important construct in the extant literature. The study decomposed trust into social, cognitive, and affective trust. We incorporated PLS-SEM and fsQCA to examine the factors drawn from the literature. The findings from PLS-SEM suggest that perceived AI quality affects cognitive trust, perceived usefulness affects affective trust, and social trust affects cognitive and affective trust. The intention to adopt AI as a decision-aid is influenced by affective and cognitive trust. The intention to adopt AI as delegated agents is influenced by social, cognitive, and affective trust. FsQCA findings indicate that combining AI quality, perceived usefulness, and trust (social, cognitive, and affective) best explains the intention to adopt AI as a decision aid and delegated agents.
人工智能是辅助决策还是委托代理?信任维度对采用人工智能数字代理的影响
人工智能数字代理可以作为决策辅助代理或委托代理。决策辅助代理帮助用户做出决策,而委托代理则代表消费者做出决策。本研究确定了影响人工智能数字代理作为决策辅助工具和委托代理的采用意向的因素。研究领域是银行、金融服务和保险业(BFSI)。由于人工智能数字代理的独特性,信任在现有文献中被认为是一个重要的概念。本研究将信任分解为社会信任、认知信任和情感信任。我们采用 PLS-SEM 和 fsQCA 来研究文献中的因素。PLS-SEM 的研究结果表明,感知到的人工智能质量会影响认知信任,感知到的有用性会影响情感信任,而社会信任会影响认知信任和情感信任。采用人工智能作为决策辅助工具的意愿受情感信任和认知信任的影响。采用人工智能作为委托代理的意愿受社会信任、认知信任和情感信任的影响。FsQCA的研究结果表明,将人工智能质量、感知有用性和信任(社会、认知和情感)结合起来,最能解释采用人工智能作为决策辅助工具和委托代理的意愿。
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