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NCT02359981 · ClinicalTrials.gov registry record · NA
MyBehavior: Persuasion by Adapting to User Behavior and User Preference
A NA study, sponsored by Cornell University.
- Completed
- Registry status
- NA
- Development phase
- 17
- Enrollment target
NCT02359981: Completed NA study, sponsored by Cornell University.
NCT02359981 is a NA study that has completed, run by Cornell University. The registered enrollment target is 17 participants, below the 1,404-participant average among 58,714 other NA trials with a reported enrollment target (99% lower). According to ClinicalTrials.gov, the official US trial registry.
The verdict
NCT02359981, a NA study, has completed, sponsored by Cornell University.
- COMPLETED
- Registry status
- NA
- Development phase
- 17 participants
- Enrollment target
Study Summary
MyBehavior is a mobile application with a suggestion engine that learns a user's physical activity and dietary behavior, and provides finely-tuned personalized suggestions. To our knowledge, MyBehavior is the first smartphone app to provide personalized health suggestions automatically, going beyond commonly used one-size-fits-all prescriptive approaches, or tailored interventions from health-care professionals. MyBehavior uses an online multi-armed bandit model to automatically generate context-sensitive and personalized activity/food suggestions by learning the user's actual behavior. The app continually adapts its suggestions by exploiting the most frequent healthy behaviors, while sometimes exploring non-frequent behaviors, in order to maximize the user's chance of reaching a health goal (e.g. weight loss).
Primary Outcome
The primary outcome is to measure efficacy of MyBehavior suggestions. Efficacy will be measured in two dimensions (1) whether users intend to follow the automated suggestions from MyBehavior (2) effectiveness of automated suggestions in actual behavior change. User intentions towards following MyBehavior suggestions are measured using a 5 point likert scale. The investigators will ask users to rate whether they can follow the suggestions on an average day within a scale of 1-5 (1- I can't follo
Interventions
- DEVICE Smartphone
- BEHAVIORAL MyBehavior
- BEHAVIORAL Generic suggestions
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 17 participants |
| Start Date | 2013-05 |
| Est. Completion | 2013-06 |
| Phase | NA |
What the finished NCT02359981 record still lists
NCT02359981 is an interventional study that assigns participants to a tested intervention. The registry caps enrollment at 17 participants, a relatively small participant target, below the 1,404-participant average among 58,714 other NA trials with a reported enrollment target (99% lower).
The record links to 0 conditions, and to 3 interventions - of which Smartphone is the first listed.
NCT02359981 does not publish any study locations in the registry export this page uses.
Frequently Asked Questions
What is clinical trial NCT02359981 about?
NCT02359981 is a clinical study titled "MyBehavior: Persuasion by Adapting to User Behavior and User Preference". MyBehavior is a mobile application with a suggestion engine that learns a user's physical activity and dietary behavior, and provides finely-tuned personalized suggestions. To our knowledge, MyBehavior is the first smartphone app to provide personalized health suggestions automatically, going beyond...
What is the current status of trial NCT02359981?
This trial is currently completed. It is a NA study. The enrollment target is 17 participants. The study started on 2013-05. Estimated completion is 2013-06.
What interventions are being tested in trial NCT02359981?
The interventions under investigation include: Smartphone (DEVICE), MyBehavior (BEHAVIORAL), Generic suggestions (BEHAVIORAL).
Who is sponsoring clinical trial NCT02359981?
This trial is sponsored by Cornell University, which has 66 total clinical trials registered on ClinicalTrials.gov.
Learn More About Clinical Trials
How this trial's enrollment target compares
Where NCT02359981's enrollment target sits among peer trials
17 1871st of 2000 higher than 130 of 2,000 other NA trials
participants (enrollment target), bucketed by value
Each bar is a band; taller bars hold more other NA trials. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count and share, and where it sits relative to this entry.
Source ClinicalTrials.gov registry export · 2026-08-08
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