Consumers' responses to personalized service from medical artificial intelligence and human doctors

IF 8.9 2区 管理学 Q1 BUSINESS Psychology & Marketing Pub Date : 2023-09-30 DOI:10.1002/mar.21911
Yiran (Eileen) Zhang, Wenying Tan, Eun‐Ju Lee
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Abstract

Abstract Artificial intelligence (AI) is transforming healthcare, yet little is known about how consumers experience medical AI and make decisions about using these providers for follow‐up care. We take an interdisciplinary approach that combines behavioral and neuroimaging experiments to determine how anthropomorphism and personalization influence consumers' well‐being and their decisions about a provider for follow‐up care. Study 1 finds that, regardless of the type of medical provider used, consumers are likely to experience a heightened sense of well‐being after a highly personalized medical consultation. However, regardless of whether the first interaction is highly personalized or not, they prefer follow‐up visits with a human doctor, as mediated through empathy. Study 2 finds that, regardless of the type of medical provider used, the anterior cingulate cortex shows greater activation in a highly (vs. low) personalized interaction, the activation of which is also correlated with consumers' willingness to revisit that provider. Furthermore, the temporal occipital fusiform cortex shows greater activation in consultations with a human doctor (vs. medical AI), regardless of the interaction's level of personalization. The level of activation is also correlated with consumers' willingness to revisit with the initial provider. The findings suggest that medical AI cannot currently replace human doctors and that human doctors remain consumers' choice for medical consultations and treatment.
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消费者对医疗人工智能和真人医生个性化服务的反应
人工智能(AI)正在改变医疗保健,但人们对消费者如何体验医疗人工智能并决定使用这些提供商进行后续护理知之甚少。我们采用跨学科的方法,结合行为和神经影像学实验来确定拟人化和个性化如何影响消费者的幸福感以及他们对后续护理提供者的决定。研究1发现,无论使用哪种类型的医疗服务提供者,消费者都可能在高度个性化的医疗咨询后体验到更高的幸福感。然而,无论第一次互动是否高度个性化,他们都更喜欢通过移情介导的人类医生的后续访问。研究2发现,无论使用何种类型的医疗服务提供者,前扣带皮层在高度(相对于低)个性化的互动中显示出更大的激活,其激活也与消费者再次访问该提供者的意愿相关。此外,与医疗人工智能相比,与人类医生进行咨询时,颞枕梭状皮质显示出更大的激活,而不管互动的个性化程度如何。激活水平还与消费者再次与最初的供应商联系的意愿相关。研究结果表明,医疗人工智能目前无法取代人类医生,人类医生仍然是消费者在医疗咨询和治疗方面的选择。
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来源期刊
CiteScore
12.10
自引率
20.90%
发文量
127
期刊介绍: Psychology & Marketing (P&M) publishes original research and review articles dealing with the application of psychological theories and techniques to marketing. As an interdisciplinary journal, P&M serves practitioners and academicians in the fields of psychology and marketing and is an appropriate outlet for articles designed to be of interest, concern, and applied value to its audience of scholars and professionals. Manuscripts that use psychological theory to better understand the various aspects of the marketing of products and services are appropriate for submission.
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