Supporting Front Line Workers: Why Weight Loss Solutions Must Be Customizable
by CalibrateMarch 18, 2026
Calibrate
Article published on August 28, 2024
Medically Reviewed by Kristin Baier, MD
Obesity and overweight significantly increase the risk of type-2 diabetes and other cardiometabolic diseases, making effective treatment crucial for overall health. At Calibrate, we offer a holistic, science-backed weight loss program that combines FDA-approved GLP-1 receptor agonist medications with intensive lifestyle interventions (ILI).
In June 2024, Calibrate published a research poster that focused more narrowly on the program's efficacy in light of ongoing challenges related to GLP-1 medication access (both related to supply chain as well as insurance coverage). These challenges have impacted prescribers nationwide since 2022, and our clinical team was curious to understand how they might affect patient results.
This research was presented as part of the 2024 annual Endocrine Society meeting. Read on for a summary of the research and its significance for patients, providers, and health plans in 2024 and beyond.
By addressing the underlying metabolic factors that influence weight, the Calibrate program offers a sustainable solution for patients struggling with obesity and overweight.
The program includes:
While GLP-1 medication is prescribed as a part of the program, we aim to overcome the common challenges associated with these medications—such as insurance coverage limitations, supply chain disruptions, and high costs—by providing holistic interventions that enable patients to continue making progress even when they may not have access to medication.
Since our launch in June 2020, Calibrate’s member base has grown substantially; meanwhile, our results have confirmed the program’s efficacy. Key findings include:
For this June 2024 study, researchers analyzed data from 7,622 individuals who had completed at least 12 months in the program and filled at least one GLP-1 prescription.
The selection of medications, including semaglutide (Ozempic®, Wegovy®, Rybelsus®), liraglutide (Saxenda®, Victoza®), tirzepatide (Zepbound®, Mounjaro®), and dulaglutide (Trulicity®), was based on clinical appropriateness, insurance coverage, and availability.

Patient weights were collected using cellular-connected scales, with weight analysis continuing beyond the first year for those who stayed in the program.
The ILI curriculum incorporated evidence-based strategies for hormonal, microbiome, and behavioral impact on weight and metabolic health, including principles from the carbohydrate-insulin model of obesity. Participants met with a coach every two weeks and received additional support through online community events.
About 67.1% of the cohort accessed only one GLP-1, while 25.9% accessed two distinct GLP-1 medications, and 7% accessed three or more. A coverage gap was defined as at least 13 weeks without a GLP-1 fill, affecting 33.65% of patients in the first year and 54.33% at any point during the program.
The overall study population saw an average weight loss of 16.2% at 12 months and 17.2% at 24 months.
When comparing differing levels of patient access to medication,
Despite challenges that impacted GLP-1 medication access—such as insurance coverage limitations and supply shortages—patients in the Calibrate program achieved significant weight loss.
Our research underscores the transformative potential of integrating GLP-1 receptor agonist medications with intensive lifestyle interventions (ILI) in a virtual setting. This approach not only addresses the clinical and logistical challenges of obesity treatment but also demonstrates the efficacy and scalability of digital health solutions.
The success of Calibrate's program signals a shift towards more personalized, technology-driven healthcare solutions.
Health plans and providers can leverage these findings to offer more effective, accessible, and comprehensive weight management options. By incorporating such programs, they may reduce the long-term costs associated with chronic conditions like diabetes and cardiovascular diseases, improve patient adherence and satisfaction, and ultimately enhance overall population health.
Whether on a GLP-1 or not, Calibrate members lose weight—and keep it off, for good. Join us in transforming health outcomes for your employees: Partner with Calibrate to provide the support they need for sustainable, effective weight loss and improved metabolic health.
Click here to learn more about how Calibrate can benefit your organization.
We’re a modern, medical approach that combines clinician-prescribed medication with 1:1 accountability coaching—all personalized to your biology, your goals, and your life for a metabolic reset that lasts and 10% Weight Loss Guaranteed (see terms).
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by CalibrateMarch 18, 2026