7 Day
Internal Testing for Repetition Task
| STUDY TITLE | Internal Testing for Repetition Task |
|---|---|
| Submitted under umbrella | |
| Date submitted |
Jan 2, 2026 |
| End date |
There is no pre-specified end date and sub-studies remain open long-term. |
| Language |
English |
| Efforia AI IRB approval recommendation | |
| Recruitment page preview | |
| Author edit | |
| Informed consent | |
| Study author |
Illya Reviewer, Matthew Amsden, Ilya Pantsyr |
| Principal investigator |
Matthew Amsden |
| Sub-Investigator for Adverse Events |
Dr. Viral Patel |
| Description |
This is a very simple study, does not require IRB review. We are just testing the repetition experience to see if it works better. Each task should have a window period of 3 days. |
| Participant engagement length |
7 Days |
| Sponsor |
This study is made possible by your payment to cover all supplies and expenses required to participate. |
| Cost to participant |
$0 |
| Included products & services |
Withings Sleep Mat: $99
|
| Outcome measures |
General Anxiety Disorder (GAD-7) |
| Methodology |
Single Arm longitudinal where participants act as their own control |
| Basic or advanced dissemination plan |
Basic |
| Deviation from recruitment approach |
No |
| Deviation from statistical approach |
No |
| Will study include “more about you questions” |
No |
| Clinicaltrials.Gov |
Yes |
| Committment to list findings on clinicaltrials.Gov |
Yes |
Preview This document is prepared with the assistance of AI, but is reviewed by a human.
Rational & Study Design
The Intervention
Included Products & Services
Product Name: Withings Sleep Mat
Quantity included: 0
Price: $99.00
Product Description:
- NOTHING TO WEAR - Easy one-time setup under the mattress makes Withings Sleep fit effortlessly into your life. Plus, with automatic sync via Wi-Fi, there’s nothing you need to do but sleep, and you’ll wake to find all data in the app.
- ADVANCED SLEEP TRACKING - Get a lab-level & in-depth analysis of your night with sleep cycles (deep, light & REM) and their duration, plus sleep duration and interruptions.
- SLEEP SCORE - Get an interpretation of how restorative the night was and learn what you can do to improve it with the Sleep Score. It breaks down your night in 6 meaningful indicators with color-coded feedback to clearly identify the dimension of your sleep that can be improved.
- BREATHING DISTURBANCES DETECTION - Withings Sleep monitors the intensity of breathing disturbances, thanks to an algorithm that analyzes interruptions in breathing patterns that occur during the night. Get to know the intensity of these pauses to learn about the impact they have on your nights.
- SNORE DETECTION - Track the number of snoring episodes and their duration. In the app, learn more about snoring patterns and what impacts them.
- CONTINUOUS HEART RATE TRACKING - Withings Sleep measures your heart rate while sleeping, an indicator reflecting whether enough time is spent in deep sleep and a powerful marker of how your lifestyle impacts your heart health. Know how to interpret your HR with color-coded feedback and get tips to improve it.
- HOME AUTOMATION SCENARIOS - Control lights, temperature, and other smart home devices just by getting into and out of bed via IFTTT integration.
- DEVELOPED WITH EXPERTS, BACKED BY SCIENCE - Developed in collaboration with sleep physicians and included in clinical studies.
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