Remote Evaluation and Alerting for Collaborative Health (REACH) in Depression
Beyond the Clinic: Enhancing Depression Surveillance With a Digital Biomarker
2 other identifiers
interventional
320
1 country
2
Brief Summary
Researchers hope to see if the data smartphones collect continuously can be used to predict if patient's depression symptoms will return. They will do this by collecting data from patient's smartphones and comparing it to their depression symptoms. If this method is successful, researchers could develop a smartphone application to help healthcare providers better monitor patient's depression and intervene earlier if symptoms return.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable depression
Started Jan 2026
Longer than P75 for not_applicable depression
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 11, 2025
CompletedFirst Posted
Study publicly available on registry
September 16, 2025
CompletedStudy Start
First participant enrolled
January 1, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
November 1, 2029
ExpectedStudy Completion
Last participant's last visit for all outcomes
November 1, 2029
December 17, 2025
December 1, 2025
3.8 years
September 11, 2025
December 15, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Monthly depression relapse
The 9-item Patient Health Questionnaire (PHQ-9), a validated self-reported depression questionnaire, will be used to detect monthly depression recurrence based on past-month MoodTriggers application data. The PHQ-9 scores range from 0-27, with higher scores reflecting higher depression symptom levels. The PHQ-9 will be used to detect monthly recurrence of Major Depressive Disorder (MDD; PHQ-9 scores ≥ 10) during Phase 1 in all 120 participants. For the randomized clinical trial in Phase 2, we will capture the PHQ-9 monthly in both arms (MoodTriggers app vs. no app) for 6-months following discharge.
discharge, 6-months post-discharge
Secondary Outcomes (1)
Perceived benefits and barriers of depression monitoring using passive sensing data collected from mobile phones
0-6 months post-discharge
Study Arms (3)
Phase 1: Sensing System Calibration (N = 120)
EXPERIMENTALWe expect that participants will be in this research study for six months. Participants will be asked to download an app on their smartphone. This app will collect data from the phone's sensors. Participants will also be asked to answer some questions about their mood each month.
Phase 2: Early warning system (n = 100)
ACTIVE COMPARATORThis study is randomized which means that in order to learn about the effect of the Smartphone App, half the people in this study will use it, and the other half will not. If participants decide to enroll into this research study, they may be assigned by chance to download a Smartphone App. This App will collect data from the phone's sensors. Participants will also be asked to complete questionnaires about their mood each month.
Phase 2: Usual Care (n = 100)
NO INTERVENTIONThis study is randomized which means that in order to learn about the effect of the Smartphone App, half the people in this study will use it, and the other half will not. If participants decide to enroll into this research study, they may be assigned by chance to have usual care. Participants will be asked to complete questionnaires about their mood each month.
Interventions
The Mood Triggers application, developed by Dr. Jacobson, will be used for collecting smartphone sensor data. This HIPAA-compliant app has been incorporated into various projects at Dartmouth, Stanford, and MGH/Harvard, with development supported by NIDA, NIMHD, NCI, and the Department of Veterans Affairs. The Mood Triggers app will capture a wide range of metrics, including psychomotor agitation, sleep disturbances, low behavioral activation, social contact, exposure to natural light, heart rate, heart rate variability, and screen time. The app also tracks the patient's screen time and app usage data. The Mood Triggers App will be installed on the smartphones at time of informed consent for all 120 patients enrolled in Phase 1 and for 100 clinical trial participants randomized to the "early warning system" (intervention arm) in Phase 2. Data will be collected from the Mood Triggers App starting on day of discharge from care and for 6 months post-discharge date.
Eligibility Criteria
You may qualify if:
- Adult patients (18 years or older)
- Treated for depression within Dartmouth Health collaborative care model (CoCM) sites who are discharged from CoCM without depression (PHQ-9 \< 10)
- Have access to and ability to use a smartphone (Android version ≥ 6 or iOS version ≥ 11).
You may not qualify if:
- Identified as high risk due to active suicidality, psychosis, or bipolar disorder - Discharged from CoCM with ongoing depressive symptoms (PhQ-9 \> 10
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (2)
Dartmouth College
Hanover, New Hampshire, 03755, United States
Dartmouth-Hitchcock Clinics
Lebanon, New Hampshire, 03766, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Nicholas C Jacobson, PhD
Dartmouth College
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- PREVENTION
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Principal Investigator
Study Record Dates
First Submitted
September 11, 2025
First Posted
September 16, 2025
Study Start
January 1, 2026
Primary Completion (Estimated)
November 1, 2029
Study Completion (Estimated)
November 1, 2029
Last Updated
December 17, 2025
Record last verified: 2025-12
Data Sharing
- IPD Sharing
- Will not share