消费者对医生和医疗人工智能反应的神经与行为证据

Behavioral and neural evidence on consumer responses to human doctors and medical artificial intelligence

Psychology and Marketing · 2021
被引 99
ABS 3

中文导读

基于进化理论,通过行为实验和脑成像研究,发现消费者对医疗AI的个性化对话有积极行为意向,但神经活动显示其内隐态度冷漠,而人类医生的个性化对话则激活亲社会脑区。

Abstract

Abstract Will consumers accept artificial intelligence (AI) as a medical care provider? On the basis of evolution theory, we investigate the implicit psychological mechanisms that underlie consumers’ interactions with medical AI and a human doctor. In a behavioral investigation (Study 1), consumers expressed a positive intention to use medical AI's healthcare services when it used personalized rather than mechanical conversation. However, neural investigation (Study 2) using functional magnetic resonance imaging revealed that some consumers’ implicit attitudes toward medical AI differed from their expressed behavioral intentions. The brain areas linked with implicitly apathetic emotions were activated even when medical AI used a personalized conversation, whereas consumers’ brains were activated in areas associated with prosociality when they interacted with a human doctor who used a personalized conversation. On the basis of our neural evidence, consumers perceive an identical personalized conversation differently when it is offered by a medical AI versus a human doctor. These findings have implications for the area of human–AI interactions and medical decision‐making and suggest that replacing human doctors with medical AI is still an unrealistic proposition.

消费者行为医疗人工智能神经科学人机交互