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Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing
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 it. MI can be especially beneficial for parents who often have low moti...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587490/ https://www.ncbi.nlm.nih.gov/pubmed/36206036 http://dx.doi.org/10.2196/38908 |
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author | Smriti, Diva Kao, Tsui-Sui Annie Rathod, Rahil Shin, Ji Youn Peng, Wei Williams, Jake Mujib, Munif Ishad Colosimo, Meghan Huh-Yoo, Jina |
author_facet | Smriti, Diva Kao, Tsui-Sui Annie Rathod, Rahil Shin, Ji Youn Peng, Wei Williams, Jake Mujib, Munif Ishad Colosimo, Meghan Huh-Yoo, Jina |
author_sort | Smriti, Diva |
collection | PubMed |
description | 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 it. MI can be especially beneficial for parents who often have low motivation because of limited time and resources to eat healthy together with their children. OBJECTIVE: We developed a Motivational Interviewing Conversational Agent (MICA) 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 behavior change in their children. METHODS: We conducted user test sessions of the MICA prototype to understand the perceived acceptability and usefulness of the MICA prototype by parents. A total of 24 parents of young children participated in 2 user test sessions with MICA, approximately 2 weeks apart. After parents’ interaction with the MICA prototype 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 MICAs for helping them self-reflect and motivating them to adopt healthier eating habits together with their children. Participants further suggested various ways in which MICA can help them safely manage their children’s eating behaviors and provide customized support for their proxy needs and goals. CONCLUSIONS: We have discussed 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 have concluded with implications for a larger context of designing MI-based CAs for supporting proxy relationships for health behavior change. |
format | Online Article Text |
id | pubmed-9587490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95874902022-10-23 Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing Smriti, Diva Kao, Tsui-Sui Annie Rathod, Rahil Shin, Ji Youn Peng, Wei Williams, Jake Mujib, Munif Ishad Colosimo, Meghan Huh-Yoo, Jina JMIR Hum Factors Original Paper 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 it. MI can be especially beneficial for parents who often have low motivation because of limited time and resources to eat healthy together with their children. OBJECTIVE: We developed a Motivational Interviewing Conversational Agent (MICA) 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 behavior change in their children. METHODS: We conducted user test sessions of the MICA prototype to understand the perceived acceptability and usefulness of the MICA prototype by parents. A total of 24 parents of young children participated in 2 user test sessions with MICA, approximately 2 weeks apart. After parents’ interaction with the MICA prototype 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 MICAs for helping them self-reflect and motivating them to adopt healthier eating habits together with their children. Participants further suggested various ways in which MICA can help them safely manage their children’s eating behaviors and provide customized support for their proxy needs and goals. CONCLUSIONS: We have discussed 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 have concluded with implications for a larger context of designing MI-based CAs for supporting proxy relationships for health behavior change. JMIR Publications 2022-10-07 /pmc/articles/PMC9587490/ /pubmed/36206036 http://dx.doi.org/10.2196/38908 Text en ©Diva Smriti, Tsui-Sui Annie Kao, Rahil Rathod, Ji Youn Shin, Wei Peng, Jake Williams, Munif Ishad Mujib, Meghan Colosimo, Jina Huh-Yoo. Originally published in JMIR Human Factors (https://humanfactors.jmir.org), 07.10.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Human Factors, is properly cited. The complete bibliographic information, a link to the original publication on https://humanfactors.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Smriti, Diva Kao, Tsui-Sui Annie Rathod, Rahil Shin, Ji Youn Peng, Wei Williams, Jake Mujib, Munif Ishad Colosimo, Meghan Huh-Yoo, Jina Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title | Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title_full | Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title_fullStr | Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title_full_unstemmed | Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title_short | Motivational Interviewing Conversational Agent for Parents as Proxies for Their Children in Healthy Eating: Development and User Testing |
title_sort | motivational interviewing conversational agent for parents as proxies for their children in healthy eating: development and user testing |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587490/ https://www.ncbi.nlm.nih.gov/pubmed/36206036 http://dx.doi.org/10.2196/38908 |
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