Table 4.
Passively sensed data collected and used in our analysis.
Relevant Behavior | Sensor | Source | Sampling | Information Collected |
---|---|---|---|---|
Physcial Activity | Step | Fitbit | 1 sample per min | number of steps |
Activity | AWARE | 1 sample per 5 min | type of activity: walking, running, on bicycle, in vehicle, still, unknown | |
Phone Usage | Screen | event-based | screen status (locked, unlocked, off, and on) events | |
Social Interactions | Call | time and duration of incoming, outgoing, and missed calls | ||
Mobility | Location | 1 sample per 10 min | GPS latitude, longitude, altitude | |
Activity | 1 sample per 5 min | variety of activities | ||
Sleep | Sleep | Fitbit | 1 sample per min | duration and onset of sleep, minutes to fall sleep, of awake, and after wakeup |