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Multi-scale Modeling of Sleep Behaviors in Social Networks

Multi-scale Modeling of Sleep Behaviors in Social Networks

Status
Completed
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT02846077
Enrollment
729
Registered
2016-07-27
Start date
2013-09-30
Completion date
2018-06-30
Last updated
2018-07-11

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Healthy Volunteers

Keywords

sleep, social networks, undergraduates, mood, circadian rhythms

Brief summary

The project is designed to document in college undergraduates the relationships among sleep/wake timing and duration, use of mobile phones and other electronic devices, food timing and content, self-reported mood and physiological measures.

Detailed description

College undergraduates are studied in cohorts of \ 50 in fall or spring semesters. They complete diaries once in the morning and once in the evening about sleep/wake timing, timing of social and school activities, and mood. They wear physiological sensors. They install (1) an application on their mobile phone that tracks timing, duration and de-identified sender/recipient of phone calls and text messages, use of internet or apps (but not the content or names of those internet sites and apps) and (2) meal content and timing. They also spend at least one overnight session providing saliva samples for later assay for hormones.

Interventions

OTHERNo intervention. Observation only

No intervention. Observation only

Sponsors

Massachusetts Institute of Technology
CollaboratorOTHER
Harvard University
CollaboratorOTHER
Brigham and Women's Hospital
Lead SponsorOTHER

Study design

Observational model
COHORT
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

* undergraduate at institution at which we have permission to perform study * owning a mobile device on which the phone app can be installed * ability to wear the wrist-worn sensors

Exclusion criteria

* no travel outside one time zone starting approximately 2 weeks before monitoring begins through end of approximately one month of monitoring. * participation in a prior group studied

Design outcomes

Primary

MeasureTime frameDescription
Timing of sleep and wakeApproximately one monthTiming of self-reported sleep onset and wake onset
Timing of phone use (e.g., mobile phone calls, text messages, applications and internet use)Approximately one monthTiming of phone use (e.g, mobile phone calls, text messages, applications and internet use)

Secondary

MeasureTime frameDescription
Light exposure levelsapproximately one monthLight exposure levels collected every minute using a wrist-worn device
Food choiceapproximately one monthContent of food
MoodApproximately one monthSelf-reported mood using a linear non-numeric scale
Electrodermal activityapproximately one monthElectrodermal activity as measured using a wrist-worn device
Timing of mealsapproximately one monthTime meals are eaten
Circadian phaseone dayCalculated time of melatonin phase as a marker of circadian rhythms
Activity levelsapproximately one monthActivity levels collected every minute using a wrist-worn device

Countries

United States

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Mar 9, 2026