Psychotherapy remains a human endeavor: Human therapy is valued more than AI-integrated therapy.

Colin Xu, Thomas T Kim
{"title":"Psychotherapy remains a human endeavor: Human therapy is valued more than AI-integrated therapy.","authors":"Colin Xu, Thomas T Kim","doi":"10.64898/2026.09.29.26364234","DOIUrl":null,"url":null,"abstract":"<p><p>While Artificial intelligence (AI) is increasingly being integrated into psychotherapy, little is known about how prospective patients evaluate different levels of AI involvement. Participants (n = 1,003) with depression evaluated vignettes describing psychotherapy options, from treatment delivered without AI integration (Human therapist) to treatments involving different degrees of AI integration (Assistive, Collaborative, Fully Autonomous AI). Participants consistently evaluated Human therapists more favorably, reporting a greater likelihood of seeking treatment, less hesitancy, and greater treatment acceptability. Economically, compared with a Human therapist, participants were willing to pay 31.6% less for therapists using Assistive or Collaborative AI and 57.2% less for Fully Autonomous AI. 18-19% of participants indicated that they would refuse treatment involving Assistive or Collaborative AI, compared with 31% for Fully Autonomous AI. Preference for Human over AI therapists was particularly pronounced at higher levels of therapist experience (doctoral/masters vs. peer/trainee). Overall, participants valued psychotherapy delivered by Human therapists more highly than AI integrated psychotherapy. These findings suggest that, despite increasing AI integration in mental health care, prospective patients continue to view psychotherapy as a distinctly human endeavor.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13648808/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.64898/2026.09.29.26364234","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

While Artificial intelligence (AI) is increasingly being integrated into psychotherapy, little is known about how prospective patients evaluate different levels of AI involvement. Participants (n = 1,003) with depression evaluated vignettes describing psychotherapy options, from treatment delivered without AI integration (Human therapist) to treatments involving different degrees of AI integration (Assistive, Collaborative, Fully Autonomous AI). Participants consistently evaluated Human therapists more favorably, reporting a greater likelihood of seeking treatment, less hesitancy, and greater treatment acceptability. Economically, compared with a Human therapist, participants were willing to pay 31.6% less for therapists using Assistive or Collaborative AI and 57.2% less for Fully Autonomous AI. 18-19% of participants indicated that they would refuse treatment involving Assistive or Collaborative AI, compared with 31% for Fully Autonomous AI. Preference for Human over AI therapists was particularly pronounced at higher levels of therapist experience (doctoral/masters vs. peer/trainee). Overall, participants valued psychotherapy delivered by Human therapists more highly than AI integrated psychotherapy. These findings suggest that, despite increasing AI integration in mental health care, prospective patients continue to view psychotherapy as a distinctly human endeavor.

心理治疗仍然是人类的努力:人类治疗比人工智能集成治疗更有价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书