AI-Powered coaching: could tailored texts boost weight loss?
NCT ID NCT05751993
First seen Aug 21, 2026 · Last updated Aug 21, 2026
Summary
This pilot study tests a new tool called AdaptRL that uses reinforcement learning to personalize daily messages for adults trying to lose weight. The system analyzes each person's behavior—like calories, activity, and weight—to decide what message to send and when, aiming to help them meet daily goals. Researchers will see if this approach is feasible and engaging, and whether it leads to weight loss over 12 weeks.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- Active substance
- A reinforcement learning model that personalizes daily behavioral messages for weight loss
- What this could lead to
- If successful, this approach could make digital weight loss programs more effective by delivering the right message at the right time for each person.
- What could go wrong
- This is a small pilot study focused on feasibility, not proof of weight loss. The model may not improve outcomes, and results may not apply to larger or more diverse groups.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Phase
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Not a phased trial
Phase numbers describe drug development. The registry uses this when they do not apply, as it does for trials of devices, procedures or behaviour changes, and for observational studies.
- Participants
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19 people
The number who actually took part.
- Started
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Apr 2025
- Finished
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Aug 2025
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
- Ages
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18 to 55 years
- Sex
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Anyone
- Healthy volunteers
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Accepted
You do not need to have the condition being studied to take part.
Show the full entry requirements Hide the full entry requirements
Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
Inclusion Criteria: 1. Age 18-55 years 2. Body Mass Index of 25-40 kg/m2 3. English-speaking and writing 4. Has a smartphone with a data and text messaging plan Exclusion Criteria: 1. Currently participating in a weight loss, nutrition, or physical activity study or program or other study that would interfere with this study 2. Currently using prescription medications with known effects on appetite or weight (e.g., oral steroids, weight loss medications), with the exception of individuals on a stable dose of SSRIs for 3 months) 3. Previous surgical procedure for weight loss or planned weight loss surgery in the next year 4. Currently pregnant or planning pregnancy in the next 4 months 5. Lost 10 or more pounds and kept it off in the last 6 months 6. 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). Individuals endorsing joint problems, prescription medication usage, or other medical conditions that could limit exercise will be required to obtain written physician consent to participate 7. Pre-existing medical condition(s) that preclude adherence to an unsupervised exercise program, diabetes treated with insulin, history of heart attack or stroke, current treatment for cancer, or inability to walk for exercise 8. Type 1 diabetes or currently receiving medical treatment for Type 2 diabetes 9. Other health problems which may influence the ability to walk for physical activity or be associated with unintentional weight change, including cancer treatment within the past 5 years or tuberculosis 10. 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, a current diagnosis of alcohol or substance abuse 11. Report a past diagnosis of or receiving treatment for a DSM-5-TR eating disorder (anorexia nervosa, bulimia nervosa, or other diagnosis) 12. Another member of the household is a participant or staff member in this trial 13. Not willing to attend one study visit 14. Not willing to wear a Fitbit every day 15. Reason to suspect that the participant would not adhere to the study intervention 16. Have participated in another study conducted by the UNC Weight Research Program within the past 12 months
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
Contacts and locations
Locations
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University of North Carolina at Chapel Hill
Chapel Hill, North Carolina, 27514, United States
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