Does a Virtual Coach Offer a Better Solution for Weight Reduction in Ventral Hernia Patients With Obesity?

Status: Completed
Location: See location...
Intervention Type: Other
Study Type: Interventional
Study Phase: Not Applicable
SUMMARY

The purpose for this research is to create a MyChart-enabled virtual coach that assists obese patients lose weight prior to ventral hernia surgery. Researchers intend to show how the use of a virtual coach is more effective in preoperative weight reduction prior to ventral hernia repair over usual care. Correspondingly, this may lower unplanned hospital readmissions. For this clinical trial, where randomization is not possible, the study team will implement the use of propensity score matching that sorts individuals into different study arms as if randomly assigned. The primary outcome is the average net amount of time-dependent weight change per group over six months. Secondary outcomes are for the intervention group, patient satisfaction with the virtual coach and for both groups, quality of life. In addition, areas of social and economic disadvantage will be identified that may contribute to higher obesity rates. Machine learning (ML) modeling will be used to determine the important features for weight lost over the course of the study. The impact of this work will be to demonstrate efficacy and realized workflow efficiencies within a hospital-based surgery clinic.

Eligibility
Participation Requirements
Sex: All
Minimum Age: 18
Maximum Age: 90
Healthy Volunteers: t
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• Subjects between 18 and 90 years of age with a Body Mass Index (BMI) of 30 and above and diagnosed with Obesity by the ICD 10 Code: E66.9 who have been evaluated by a surgeon and offered elective ventral hernia repair. Also, participants must have a complete medical record that allows for all statistical calculations to be performed.

Locations
United States
Florida
University of Florida Jacksonville
Jacksonville
Time Frame
Start Date: 2024-02-15
Completion Date: 2025-03-01
Participants
Target number of participants: 32
Treatments
Experimental: Virtual coach
Participants will utilize the MyChart enabled virtual coach to aid preoperative weight loss.
Active_comparator: Standard weight loss tools
Participants will not utilize the MyChart enabled virtual coach to aid preoperative weight loss, but instead use standard weight loss tools.
Related Therapeutic Areas
Sponsors
Leads: University of Florida
Collaborators: National Center for Advancing Translational Sciences (NCATS)

This content was sourced from clinicaltrials.gov