Using Technology to Investigate Lapses in a Weight Loss Program Among Individuals With Overweight and Obesity

Summary

Approximately 70% of American adults have overweight/obesity, which increases risk of major medical issues and preventable death (Abdelaal et. al, 2017). Many individuals with overweight/obesity attempt to lose weight through behavioral strategies, e.g., adopting a reduced-calorie diet and/or increased physical activity. However, it is exceedingly difficult to consistently adhere to a reduced-calorie diet and high levels of physical activity; as such, most individuals attempting to lose weight via these methods experience repeated instances of non-adherence, i.e., dietary and physical activity lapses. These lapses are a core driver of weight loss failure, undermining individuals' ability to achieve weight control (Forman et al, 2017). As such, it is important to understand what predicts these lapses, which in turn allows for better lapse prevention. The current study proposes to measure these risk factors in an ecologically valid manner, i.e., in the moment they occur and in the context of individuals' everyday lives, using advanced technology. Specifically, the current study will use ecological momentary assessments (EMA; brief, repeated surveys delivered in one's natural environment, typically via a smartphone) and sensor technology (e.g., Fitbit and sensors on smartphone devices) to measure momentary risk factors of dietary and physical activity lapse, as well as the lapses themselves. Findings from this research project will lay the groundwork for a sophisticated just-in-time adaptive intervention (JITAI), a tailored, personalized intervention that targets momentary risk factors (e.g., cravings) via in-the-moment support, thereby reducing lapse occurrence and improving adherence to behavioral weight control prescriptions.

Conditions

• Obesity
• Weight Loss

Interventions

BEHAVIORAL

Behavioral weight loss program

All participants will participate in the same remote, behavioral weight loss program. As part of the baseline assessment, participants will be asked to watch a series of custom-made videos on the study's dietary and physical activity prescriptions, dietary self-monitoring, self-weighing, and cognitive-behavioral skills to facilitate engagement in study prescriptions. Participants will be prescribed a reduced-calorie diet that will be individualized based on the individual's starting weight and weight loss goal (recommended goal of 5-10% weight loss over 12 weeks). Participants also will be prescribed a goal of 150 minutes of moderate-to-vigorous physical activity per week. They are also given, free of cost, a Fitbit Charge 5 health tracker, the Fitbit Aria Air digital scale, and a MyFitnessPal Premium subscription for the duration of the study.

Sponsors & Collaborators

• Temple University

  collaborator OTHER

• Williams College

  lead OTHER

Principal Investigators

• Rebecca J Crochiere, PhD · Williams College

Study Design

Allocation

NA

Purpose

TREATMENT

Masking

NONE

Model

SINGLE_GROUP

Eligibility

Min Age

18 Years

Max Age

65 Years

Sex

ALL

Healthy Volunteers

No

Timeline & Regulatory

Start

2023-07-11

Primary Completion

2025-08-05

Completion

2025-08-05

Countries

• United States

Study Locations