Developing a Conversational Interface for an ACT-based Online Program: Understanding Adolescents’ Expectations of Conversational Style

A preventative approach is crucial for adolescents’ mental well-being, as problems often arise at a young age. Acceptance and Commitment Therapy (ACT) is an evidence-based intervention approach used to enhance psychological flexibility, a central factor in adolescents’ mental well-being. Conversational interfaces are recently being experimented with in mental health promotion. Their conversational style plays a significant role in creating meaningful experiences to achieve positive intervention outcomes. In this study, our objective was to understand adolescents’ expectations of the conversational style of a text-based virtual coach being developed as part of an ACT-based online program to support intervention engagement. We evaluated eight conversation scripts by collecting qualitative and quantitative data through an online survey from over 200 adolescents. Our findings provide insights on preferred conversational interface features regarding conversational style, including language use, artificiality, and empathy in the domain of adolescent mental well-being.