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NCT02265354 · ClinicalTrials.gov registry record · NA
Developing Smokers for Smoker (S4S): A Collective Intelligence Tailoring System
A NA study, sponsored by University of Massachusetts, Worcester.
- Completed
- Registry status
- NA
- Development phase
- 260
- Enrollment target
NCT02265354: Completed NA study, sponsored by University of Massachusetts, Worcester.
NCT02265354 is a NA study that has completed, run by University of Massachusetts, Worcester. The registered enrollment target is 260 participants, below the 1,404-participant average among 58,714 other NA trials with a reported enrollment target (81% lower). According to ClinicalTrials.gov, the official US trial registry.
The verdict
NCT02265354, a NA study, has completed, sponsored by University of Massachusetts, Worcester.
- COMPLETED
- Registry status
- NA
- Development phase
- 260 participants
- Enrollment target
Study Summary
This study will advance computer tailoring by adapting machine learning collective intelligence algorithms that have been used outside healthcare by companies like Amazon and Google to enhance the personal relevance of the health communication.
Primary Outcome
This measure is an ordinal scale of the number of functions used after the first visit to the Decide2Quit.org website (0: use of no functions, 1: use of 1-2 functions, 2: use of 2-4 functions, see Table 9 list of functions). We will use scripts on the website to assess this information
Interventions
- BEHAVIORAL Collective-Intelligence computer tailored health communication
- BEHAVIORAL Rule-based computer tailored health communication
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 260 participants |
| Start Date | 2017-01-11 |
| Est. Completion | 2020-06-28 |
| Phase | NA |
What the finished NCT02265354 record still lists
NCT02265354 is an interventional study that assigns participants to a tested intervention. The registered 260 participants enrollment target is mid-sized for trials with a published cap, below the 1,404-participant average among 58,714 other NA trials with a reported enrollment target (81% lower).
The record links to 0 conditions, and to 2 interventions - of which Collective-Intelligence computer tailored health communication is the first listed.
NCT02265354 does not publish any study locations in the registry export this page uses.
Frequently Asked Questions
What is clinical trial NCT02265354 about?
NCT02265354 is a clinical study titled "Developing Smokers for Smoker (S4S): A Collective Intelligence Tailoring System". This study will advance computer tailoring by adapting machine learning collective intelligence algorithms that have been used outside healthcare by companies like Amazon and Google to enhance the personal relevance of the health communication.
What is the current status of trial NCT02265354?
This trial is currently completed. It is a NA study. The enrollment target is 260 participants. The study started on 2017-01-11. Estimated completion is 2020-06-28.
What interventions are being tested in trial NCT02265354?
The interventions under investigation include: Collective-Intelligence computer tailored health communication (BEHAVIORAL), Rule-based computer tailored health communication (BEHAVIORAL).
Who is sponsoring clinical trial NCT02265354?
This trial is sponsored by University of Massachusetts, Worcester, which has 240 total clinical trials registered on ClinicalTrials.gov.
Learn More About Clinical Trials
How this trial's enrollment target compares
Where NCT02265354's enrollment target sits among peer trials
260 397th of 2000 higher than 1,601 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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