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Table 1 Summary of longitudinal data to be collected in the study

From: Use of mobile technology to identify behavioral mechanisms linked to mental health outcomes in Kenya: protocol for development and validation of a predictive model

Source

(Device/App)

Measure

Active or Passive

Description

Timing

MyDataHelps

Study Consent

Active

IRB Consent on mobile form

Enrollment

MyDataHelps

Demographics

Active

Survey

 

MyDataHelps

Neuroticism

Active

NEO-Five Factor Inventory

Enrollment

MyDataHelps

Early Family Environment

Active

Risk Family Questionnaire

Enrollment

MyDataHelps

Depression

Active

Patient Health Questionnaire (PHQ-9)

Enrollment

MyDataHelps

Anxiety

Active

Generalized Anxiety Disorder-7 (GAD-7)

Enrollment

MyDataHelps

Suicidal symptoms

Active

Positive and Negative Suicidality Inventory (PANSI)

Enrollment

MyDataHelps

Stressful life events

Active

Survey

Enrollment

MyDataHelps

COVID-19 experiences

Active

Survey

Enrollment

MyDataHelps

Work hours

Active

Survey

Enrollment

MyDataHelps

Perceived medical errors

Active

Survey

Enrollment

MyDataHelps

Daily mood

Active

Subject contacted via push notification

Daily

Fitbit Inspire 2

Heart rate

Passive

Heart rate variability

Continuous

Fitbit Inspire 2

Physical activity

Passive

Hourly steps; activity level (light, moderate, heavy)

Continuous

Fitbit Inspire 2

Sleep

Passive

Bedtime; wake time; total sleep time; restless time; estimated REM, deep, and non-REM sleep

Continuous

  1. IRB = Institutional Review Board; REM = Rapid Eye Movement; non-REM = None-Rapid Eye Movement; COVID-19 = Corona Virus Disease 2019