Accepted for/Published in: JMIR Human Factors
Date Submitted: Apr 21, 2022
Date Accepted: Aug 6, 2022
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
MICA: Motivational Interviewing Conversational Agent for Parents as Proxies for their Children in Healthy Eating
ABSTRACT
Background:
Increased adoption of off-the-shelf conversational agents (CAs) brings opportunities to integrate therapeutic interventions. Motivational Interviewing (MI) can then be integrated with CAs for cost-effective access to MI. MI can be especially beneficial for parents who often have low motivation due to limited time and resources to eat healthy together with their children.
Objective:
We developed MICA—Motivational Interviewing Conversational Agent to improve healthy eating in parents who serve as a proxy for health behavior change in their children. Proxy relationships involve a person serving as a catalyst for behavior change in another person. Parents, serving as proxies, can bring about a behavior change in their children.
Methods:
We conducted user test sessions of MICA to understand the perceived acceptability and usefulness of MICA by parents. Twenty-four parents of young children participated in two user test sessions with MICA, approximately two weeks apart. After parents’ interaction with MICA in each user test session, we used qualitative interviews to understand parents’ perceptions and suggestions for improvements in MICA.
Results:
Findings showed participants’ perceived usefulness of MICA for helping them self-reflect and motivating them to adopt healthier eating habits together with their children. Participants further suggested various ways MICA can help them safely manage their children’s eating behaviors and provide customized support for their proxy needs and goals.
Conclusions:
We discuss how the user experience of CAs can be improved to uniquely offer support to parents who serve as proxies in changing the behavior of their children. We end with implications for a larger context of designing MI-based CAs for supporting proxy relationships for health behavior change.
Citation
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