Generative AI–Powered Mental Wellness Chatbot for College Student Mental Wellness: Open Trial

焦虑 心理健康 萧条(经济学) 心理干预 临床心理学 心理学 医学 精神科 宏观经济学 经济
作者
Jazmin A. Reyes‐Portillo,Amy Siu Ian So,Kelsey McAlister,Christine Nicodemus,Ashleigh Golden,Colleen M. Jacobson,Jennifer Huberty
出处
期刊:JMIR formative research [JMIR Publications Inc.]
卷期号:9: e71923-e71923
标识
DOI:10.2196/71923
摘要

Abstract Background Colleges have turned to digital mental health interventions to meet the increasing mental health treatment needs of their students. Among these, chatbots stand out as artificial intelligence–driven tools capable of engaging in human-like conversations that have demonstrated some effectiveness in reducing depression and anxiety symptoms. Objective This study aimed to assess the feasibility and acceptability of using Wayhaven, an artificial intelligence chatbot, among college students with elevated depression or anxiety symptoms. We also aimed to examine the preliminary effectiveness of Wayhaven in improving symptoms of anxiety and depression, hopelessness, agency, and self-efficacy among students. Methods Participants were 50 racially and ethnically diverse college students with elevated depression or anxiety symptoms (n=45, 80% female; mean age 22.12 , SD 4.42 years). Students were asked to use Wayhaven over the course of 1 week and completed assessments at preintervention, after 1 session, and 1 week. Results Wayhaven use was associated with a significant decrease in depression (β=−1.62; P <.001), anxiety (β=−2.15; P <.001), and hopelessness (β=−.64; P <.001) and a significant increase in agency (β=.64; P =.32), self-efficacy (β=.53; P =.02), and well-being ( t 40 =2.90; P =.006; d =0.45) across the study period. Most students also reported being satisfied with Wayhaven and it being a tool they would recommend to their peers. Conclusions Findings suggest that Wayhaven may be a viable mental wellness resource for diverse students with elevated depression or anxiety symptoms.
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