Table 4. Sensors and data collected in included studies.
Sensor | Data collected | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Phone-based (Passive) | GPS | Location | ✓ | ✓ | ✓ | ✓ | |||||||||||||
Accelerometer | Movement/ step count | ✓ | ✓ | ✓ | ✓ | ||||||||||||||
Clock | Time of day | ✓ | |||||||||||||||||
Ambient light sensor | Amount of light in background | ✓ | |||||||||||||||||
Phone activity | App use data | ✓ | ✓ | ||||||||||||||||
Data usage | ✓ | ||||||||||||||||||
Wifi | ✓ | ||||||||||||||||||
Number of messages sent/received | ✓ | ✓ | ✓ | ||||||||||||||||
Screen on/off timings | ✓ | ||||||||||||||||||
Number of calendar events | ✓ | ||||||||||||||||||
Average call duration | ✓ | ||||||||||||||||||
Time of phone use | ✓ | ||||||||||||||||||
Call logs | ✓ | ||||||||||||||||||
App (Active) | User self-documented | Journal | ✓ | ✓ | |||||||||||||||
Mood / stress | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |||||||
Reminders | ✓ | ||||||||||||||||||
Safety plan steps | ✓ | ||||||||||||||||||
Wearable | Accelerometer | Movement/ step count | ✓ | ✓ | ✓ | ✓ | ✓ | ||||||||||||
Sleep tracker | Minute-level sleep data | ✓ | ✓ | ✓ | |||||||||||||||
Electrodermal | Skin temperature / conductivity | ✓ | |||||||||||||||||
Heart rate monitor | Heart rate data | ✓ | ✓ | ||||||||||||||||
Ambient light sensor | Brightness | ✓ | ✓ | ||||||||||||||||
Public archives | Historical records | Daylight time | ✓ | ||||||||||||||||
Temperature | ✓ | ||||||||||||||||||
Precipitation | ✓ |