Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Center for Weight, Eating, and Lifestyle Science (WELL Center) and Department of Psychological and Brain Sciences, Philadelphia, PA, USA.
Eur Eat Disord Rev. 2024 Jul;32(4):748-757. doi: 10.1002/erv.3082. Epub 2024 Mar 19.
We developed a chatbot aimed to facilitate mental health services use for eating disorders (EDs) and offered the opportunity to enrol in a research study and use the chatbot to all adult respondents to a publicly available online ED screen who screened positive for clinical/subclinical EDs and reported not currently being in treatment. We examined the rates and correlates of enrolment in the study and uptake of the chatbot.
Following screening, eligible respondents (≥18 years, screened positive for a clinical/subclinical ED, not in treatment for an ED) were shown the study opportunity. Chi-square tests and logistic regressions explored differences in demographics, ED symptoms, suicidality, weight, and probable ED diagnoses between those who enroled and engaged with the chatbot versus those who did not.
6747 respondents were shown the opportunity (80.0% of all adult screens). 3.0% enroled, of whom 90.2% subsequently used the chatbot. Enrolment and chatbot uptake were more common among respondents aged ≥25 years old versus those aged 18-24 and less common among respondents who reported engaging in regular dietary restriction.
Overall enrolment was low, yet uptake was high among those that enroled and did not differ across most demographics and symptom presentations. Future directions include evaluating respondents' attitudes towards treatment-promoting tools and removing barriers to uptake.
我们开发了一个聊天机器人,旨在为饮食障碍(ED)患者提供心理健康服务,并为所有在公开的在线 ED 筛查中筛查出临床/亚临床 ED 阳性且报告目前未接受 ED 治疗的成年应答者提供注册和使用该聊天机器人的机会。我们检查了研究注册和使用聊天机器人的比例和相关性。
筛选后,符合条件的应答者(≥18 岁,筛查出临床/亚临床 ED 阳性,未接受 ED 治疗)将获得研究机会。卡方检验和逻辑回归用于探索在注册和使用聊天机器人与未注册和使用聊天机器人的应答者之间,在人口统计学、ED 症状、自杀意念、体重和可能的 ED 诊断方面的差异。
6747 名应答者获得了该机会(所有成年筛查的 80.0%)。3.0%的人注册,其中 90.2%的人随后使用了聊天机器人。在年龄≥25 岁的应答者中,注册和使用聊天机器人的比例高于年龄在 18-24 岁的应答者,而在经常进行规律节食的应答者中,注册和使用聊天机器人的比例较低。
总体注册率较低,但在注册者中,使用率较高,且在大多数人口统计学和症状表现方面没有差异。未来的方向包括评估应答者对促进治疗的工具的态度,并消除使用障碍。