Piloting a Generative Artificial Intelligence Chatbot in a Mobile Weight Loss Program
Leveraging Generative Artificial Intelligence in Mobile Health Promotion Programs: A Use Case for Enhancing Tailored Messaging and Engagement in a Mobile Healthy Weight Program
1 other identifier
interventional
20
1 country
1
Brief Summary
The goal of this study is to learn if integrating a chatbot into an existing 12-week smartphone-delivered behavioral weight loss program is feasible and effective for weight loss among young adults. Researchers will compare a standard behavioral weight loss program for young adults that delivers 1-2 brief messages per day (AGILE) to the same program with a chatbot integrated into the app that will offer additional behavior change support (AGILE + Chatbot) to see if the program with the chatbot is feasible, acceptable to participants, and improves program engagement and weight change.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Mar 2026
Shorter than P25 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
March 23, 2026
CompletedFirst Submitted
Initial submission to the registry
April 9, 2026
CompletedFirst Posted
Study publicly available on registry
April 16, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 13, 2026
ExpectedStudy Completion
Last participant's last visit for all outcomes
July 20, 2026
April 16, 2026
April 1, 2026
4 months
April 9, 2026
April 9, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Program engagement
Program engagement will be defined as the mean percent of days in which participants accessed the AGILE app.
up to 12 weeks
Chatbot engagement
Chatbot engagement will be defined as the mean percent of days in which participants started a conversation with the chatbot.
up to 12 weeks
Secondary Outcomes (3)
Acceptability - Perceived usefulness of chatbot
12 weeks
Acceptability - Perceived ease of use of chatbot
12 weeks
Percent weight change
Baseline, Week 12
Study Arms (2)
Core Intervention
EXPERIMENTALParticipants receive the standard AGILE behavioral weight loss intervention via the study smartphone application.
Core Intervention with Chatbot
EXPERIMENTALParticipants receive the standard AGILE behavioral weight loss intervention via the study smartphone application plus a chatbot integrated into the app.
Interventions
12-week behavioral weight loss intervention that includes daily self-monitoring (tracking) of dietary intake, physical activity, and weight; personalized daily goals for dietary intake and physical activity; weekly behavioral lessons in the study app; weekly tailored feedback on goal progress and weight change; and 1-2 intervention messages per day that are tailored based on current diet, activity, and/or weight progress. Participants receive a Fitbit activity tracker and scale and track their activity and weight in the Fitbit app. Participants use a simplified approach to self-monitoring their dietary intake by tracking 'red' (high-calorie) foods in the study's food log smartphone app. This data is used to inform the daily intervention messages and weekly tailored feedback.
The AGILE chatbot operates via a trained generative artificial intelligence large language model and offers additional support to participants for making changes in their dietary and physical activity behaviors. The chatbot is available for conversation only after a message has been delivered in the AGILE app. Participants can choose to start a conversation or not, and the ability to start a conversation expires at midnight (until a message is delivered the next day). The chatbot is able to provide evidence-based cognitive behavioral support to participants including, but not limited to: 1) strategies and tips for dietary self-monitoring, physical activity tracking (wearing the Fitbit), and self-weighing; 2) overcoming common barriers to dietary and physical activity goal achievement; 3) general support for remaining engaged in behavior change efforts during the course of the program.
Eligibility Criteria
You may qualify if:
- body mass index (BMI) of 25-45 kg/m\^2
- English-speaking and writing
- own an iPhone with a data plan
- willing to be randomized to either treatment group
- willing to attend one study visit at research clinic in Chapel Hill, North Carolina
You may not qualify if:
- Type 1 diabetes or currently receiving medical treatment for Type 2 diabetes
- Other health problems which may influence the ability to walk for physical activity or be associated with unintentional weight change, including tuberculosis, currently receiving cancer treatment, or history of a heart attack or stroke
- Report a heart condition, chest pain during periods of activity or rest, or loss of consciousness on the Physical Activity Readiness Questionnaire (PAR-Q; items 1-4)
- Any other reason not able to walk for physical activity
- Lost 10 or more pounds (and kept it off) in the last 6 months
- Currently taking weight loss medications
- History of weight loss surgery or planning weight loss surgery in the next 4 months
- Report a past diagnosis of or receiving treatment for a DSM-5-TR (Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision) eating disorder (anorexia nervosa or bulimia nervosa)
- Currently pregnant or planning to become pregnant within the next 4 months
- Health or psychological diagnoses that preclude participation in a prescribed dietary and exercise program, including history of or diagnosis of schizophrenia or bipolar disorder, hospitalization for a psychiatric diagnosis in the past year, current diagnosis of alcohol or substance abuse
- Another member of the household is a participant or staff member on this trial
- Currently participating in a weight loss, nutrition or physical activity study or program or other study that would interfere with this study
- Not willing to wear a Fitbit every day
- Have participated in another study conducted by the UNC Weight Research Program within the past 12 months
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
University of North Carolina at Chapel Hill
Chapel Hill, North Carolina, 27514, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Brooke T Nezami, PhD
University of North Carolina, Chapel Hill
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
April 9, 2026
First Posted
April 16, 2026
Study Start
March 23, 2026
Primary Completion (Estimated)
July 13, 2026
Study Completion (Estimated)
July 20, 2026
Last Updated
April 16, 2026
Record last verified: 2026-04
Data Sharing
- IPD Sharing
- Will not share