Literature DB >> 26159466

Engaging adolescents in a computer-based weight management program: avatars and virtual coaches could help.

Cynthia LeRouge1, Kathryn Dickhut2, Christine Lisetti3, Savitha Sangameswaran4, Toree Malasanos5.   

Abstract

OBJECTIVE: This research focuses on the potential ability of animated avatars (a digital representation of the user) and virtual agents (a digital representation of a coach, buddy, or teacher) to deliver computer-based interventions for adolescents' chronic weight management. An exploration of the acceptance and desire of teens to interact with avatars and virtual agents for self-management and behavioral modification was undertaken.
MATERIALS AND METHODS: The utilized approach was inspired by community-based participatory research. Data was collected from 2 phases: Phase 1) focus groups with teens, provider interviews, parent interviews; and Phase 2) mid-range prototype assessment by teens and providers.
RESULTS: Data from all stakeholder groups expressed great interest in avatars and virtual agents assisting self-management efforts. Adolescents felt the avatars and virtual agents could: 1) reinforce guidance and support, 2) fit within their lifestyle, and 3) help set future goals, particularly after witnessing the effect of their current behavior(s) on the projected physical appearance (external and internal organs) of avatars. Teens wanted 2 virtual characters: a virtual agent to act as a coach or teacher and an avatar (extension of themselves) to serve as a "buddy" for empathic support and guidance and as a surrogate for rewards. Preferred modalities for use include both mobile devices to accommodate access and desktop to accommodate preferences for maximum screen real estate to support virtualization of functions that are more contemplative and complex (e.g., goal setting). Adolescents expressed a desire for limited co-user access, which they could regulate. Data revealed certain barriers and facilitators that could affect adoption and use. DISCUSSION: The current study extends the support of teens, parents, and providers for adding avatars or virtual agents to traditional computer-based interactions. Data supports the desire for a personal relationship with a virtual character in support of previous studies. The study provides a foundation for further work in the area of avatar-driven motivational interviewing.
CONCLUSIONS: This study provides evidence supporting the use of avatars and virtual agents, designed using participatory approaches, to be included in the continuum of care. Increased probability of engagement and long-term retention of overweight, obese adolescent users and suggests expanding current chronic care models toward more comprehensive, socio-technical representations.
© The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  adolescent overweight and obesity; avatars; chronic disease self-management; computer-based health interventions; consumer health informatics; human centered design and evaluation methods; human-centered computing; participatory design; virtual coaches; weight management

Mesh:

Year:  2015        PMID: 26159466      PMCID: PMC7814928          DOI: 10.1093/jamia/ocv078

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  18 in total

Review 1.  The transtheoretical model of health behavior change.

Authors:  J O Prochaska; W F Velicer
Journal:  Am J Health Promot       Date:  1997 Sep-Oct

Review 2.  Playing for real: video games and stories for health-related behavior change.

Authors:  Tom Baranowski; Richard Buday; Debbe I Thompson; Janice Baranowski
Journal:  Am J Prev Med       Date:  2008-01       Impact factor: 5.043

3.  Annual medical spending attributable to obesity: payer-and service-specific estimates.

Authors:  Eric A Finkelstein; Justin G Trogdon; Joel W Cohen; William Dietz
Journal:  Health Aff (Millwood)       Date:  2009-07-27       Impact factor: 6.301

Review 4.  Modelling multimodal expression of emotion in a virtual agent.

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Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2009-12-12       Impact factor: 6.237

5.  The impact of a computer-tailored nutrition intervention.

Authors:  J Brug; I Steenhuis; P van Assema; H de Vries
Journal:  Prev Med       Date:  1996 May-Jun       Impact factor: 4.018

6.  Enhancing medical education to address obesity: "See one. Taste one. Cook one. Teach one.".

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Authors:  E T Rhodes; L A Prosser; T J Hoerger; T Lieu; D S Ludwig; L M Laffel
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