The Impact of Human–Chatbot Interaction on Human–Human Interaction: A Substitution or Complementary Effect

聊天机器人 替代(逻辑) 相互作用 替代效应 人际互动 人机交互 心理学 计算机科学 经济 万维网 微观经济学 机器学习 程序设计语言
作者
Hui Xia,Junjie Chen,Yuying Qiu,Pei Liu,Zhangxin Liu
出处
期刊:International Journal of Human-computer Interaction [Taylor & Francis]
卷期号:41 (2): 848-860 被引量:20
标识
DOI:10.1080/10447318.2024.2305985
摘要

Chatbots have been used in various contexts, enabling users to continually increase their trust in human-chatbot interaction (HCI). However, salient theoretical research and risk supervision remain insufficient. It is thus unclear whether HCI generates a substitution effect that threatens human–human interaction (HHI) or a complementary effect that facilitates HHI. Grounded in interdependence theory and trust transfer theory, this study proposes a theoretical model that explains how users’ established trust in HCI can affect their interpersonal communication intention. This theoretical model has been tested in both the task context and the social context. The results show that the effect of HCI on HHI varies in different contexts. In the task context, users prefer to interact only with the better service provider. There is thus a substitution effect of HCI on HHI. Users’ established trust in HCI makes them perceive that chatbot service providers offer more value than human service providers, thereby reducing their intention to interact with the latter. In the social context, users are open to interacting with multiple social partners instead of only the better partner. Hence, HCI has a complementary effect on HHI. Users’ established trust in HCI can also be extended to category-based trust in interaction with other unfamiliar social partners (unfamiliar people), thereby enhancing their intention to interact with unfamiliar people. Accordingly, these findings can enable the formulation of more targeted measures that mitigate the potential risks of HCI for HHI and promote future human-human relationships.
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