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Multidisciplinary Approach to Obesity Management: A Case Report
Published on: May 30, 2025
Utilization patterns and user characteristics of an ad libitum Internet weight loss program
Martin Binks1, Trevor van Mierlo
1Binks Behavioral Health PLLC, 2801 Canter Drive, Hillsborough, NC 27278, USA. mbinks@binksbehavioralhealth.com
Direct-to-consumer online weight loss programs reach many individuals, but users often underutilize key features like education and support. This study examines usage patterns in a naturalistic setting, finding no significant associations between utilization and user characteristics.
Area of Science:
- Health Informatics
- Obesity Research
- Digital Health
Background:
- The internet offers potential for delivering evidence-based weight loss treatments to underserved populations.
- Research on direct-to-consumer, ad libitum (freely at will) online weight loss programs is limited.
- Most studies involve direct participant contact and restrictive criteria, unlike natural internet use.
Purpose of the Study:
- To examine user characteristics, behaviors, and internet site utilization patterns.
- To analyze data from a free, evidence-based, direct-to-consumer online weight loss program.
- To understand how users engage with online weight loss tools and resources.
Main Methods:
- Analysis of archival data from the first 15 weeks of the Healthy Weight Center program.
- Inclusion of self-reported user characteristics (age, BMI, gender) and tracked utilization data.
- Statistical analysis including Pearson correlations and one-way ANOVA.
Main Results:
- Data from 204 overweight or obese adults (mean age 42.0, 81.9% women, mean BMI 32.01).
- Low utilization rates for specific tools (e.g., meal planner 13.7%, activity log 17.6%) and educational resources (nutrition 13.2%, fitness 6.4%).
- High engagement with personal self-assessments (barriers 57.8%, relationship with food 50.5%), but low use of support boards (7.8%). No significant associations found between utilization and age, gender, or BMI.
Conclusions:
- Online weight loss programs effectively reach individuals unable to access traditional treatments.
- Users may not be optimally engaging with crucial intervention components like education, monitoring, and support.
- Findings offer insights into ad libitum online weight loss program usage in a naturalistic setting.
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