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Updated: Apr 26, 2026

Multidisciplinary Approach to Obesity Management: A Case Report
Published on: May 30, 2025
Development of an Evidence-Based mHealth Weight Management Program Using a Formative Research Process
Wilma Waterlander1, Robyn Whittaker, Hayden McRobbie
1National Institute for Health Innovation, School of Population Health, University of Auckland, Auckland, New Zealand. w.waterlander@nihi.auckland.ac.nz.
This study developed the Horizon mobile health (mHealth) weight management program, incorporating behavior change techniques and user feedback. The prototype offers personalized, accessible tools for effective weight control.
Area of Science:
- Digital Health
- Behavioral Science
- Public Health
Background:
- Critical need for effective, accessible, and cost-efficient weight management solutions.
- Mobile health (mHealth) programs show potential for broad reach.
- Program content must integrate behavior change techniques and participant needs for success.
Purpose of the Study:
- To develop an evidence-based mHealth weight management program (Horizon).
- Utilize formative research and a structured content development process.
- Adapt existing successful weight management programs for digital delivery.
Main Methods:
- Modified the UK Weight Action Program (WAP) for mHealth delivery (SMS and Internet).
- Employed an iterative, mixed-methods development process.
- Incorporated expert input on behavior change theory and target population feedback (focus groups, interviews, surveys).
Main Results:
- Identified core components for effective weight management: self-monitoring, intention formation, goal setting, feedback, and goal review.
- Target users preferred personalized, prompt, and informative messages.
- Users desired practical, localized information, culturally appropriate content, social support, and weight tracking features, with a preference for daily messages.
Conclusions:
- The Horizon prototype provides a foundation for future mHealth weight management interventions.
- Further development and a randomized controlled trial are necessary to establish effectiveness.
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