Evaluation of a Mobile Wellness Application and Wearable Fitness Tracker on Weight Management and Health Outcomes

Obesity is a growing public health concern worldwide, contributing to chronic conditions such as type 2 diabetes, cardiovascular disease, and mental health challenges. Digital wellness interventions, including mobile apps and wearable devices, have the potential to support behavior change, physical activity, and weight management.

This study will examine whether adding a wearable fitness tracker to a mobile wellness application enhances health outcomes compared with app-only use or standard health information. The trial is decentralized, conducted remotely, and does not require in-person visits.

Participants will complete baseline assessments, be randomized into one of three study arms, and follow a structured program for 12 weeks. Self-reported surveys, weight measurements (with optional video verification), app usage data, and wearable-collected data (for the tracker group) will be used to evaluate outcomes.

Inclusion criteria

• Age: 18+ years
• A baseline BMI ≥ 25
• Willing to use the BetterMe mobile wellness app and fitness tracker for the entirety of the study
• Ownership of a smartphone
• Currently inactive, as defined by acknowledging "several times a month" or "never" to the exercise frequency question in the screener
• Acknowledging "I believe I can do it" or "I'm uncertain, but willing to try" to the confidence to succeed question in the screener
• Willingness to use scales for body weighing and submit video recording

Exclusion criteria

• A baseline BMI < 25
• Pregnant or planning to become pregnant
• Breast-feeding or less than 6 months postpartum
• Currently diagnosed with insomnia, sleep apnea, or other clinical sleep disorder
• Diagnosed thyroid, liver, kidney, cardiovascular, moderate-severe depression or anxiety, bipolar disorder, schizophrenia, or cancer-related disease
• Recent significant weight loss (e.g., >5-10% in the last 6 months)
• Extreme life circumstances (e.g. family illness, recently lost job, going through a divorce)
• Cannot participate in a regular exercise routine for any reason during the course of the study (i.e. contraindications to exercise)
• Used the same mobile wellness app and/or fitness tracker in the last year
• Currently enrolled in an additional weight loss program (e.g. Noom, WW, health coaching) and/or working with a dietician
• Current, previous (in the last 6 months), or planned use of weight loss medications (e.g., Ozempic, Wegovy, etc.) (in the next 6 months)