NCT07174557

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

63
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
320

participants targeted

Target at P75+ for not_applicable depression

Timeline
42mo left

Started Jan 2026

Longer than P75 for not_applicable depression

Geographic Reach
1 country

2 active sites

Status
not yet recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Progress10%
Jan 2026Nov 2029

First Submitted

Initial submission to the registry

September 11, 2025

Completed
5 days until next milestone

First Posted

Study publicly available on registry

September 16, 2025

Completed
4 months until next milestone

Study Start

First participant enrolled

January 1, 2026

Completed
3.8 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

November 1, 2029

Expected
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

November 1, 2029

Last Updated

December 17, 2025

Status Verified

December 1, 2025

Enrollment Period

3.8 years

First QC Date

September 11, 2025

Last Update Submit

December 15, 2025

Conditions

Keywords

DepressionSmartphone monitoringRisk detectionCollaborative care

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)

EXPERIMENTAL

We 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.

Other: MoodTriggers Application

Phase 2: Early warning system (n = 100)

ACTIVE COMPARATOR

This 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.

Other: MoodTriggers Application

Phase 2: Usual Care (n = 100)

NO INTERVENTION

This 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.

Phase 1: Sensing System Calibration (N = 120)Phase 2: Early warning system (n = 100)

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

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

Location

Dartmouth-Hitchcock Clinics

Lebanon, New Hampshire, 03766, United States

Location

MeSH Terms

Conditions

DepressionDepressive Disorder, Major

Condition Hierarchy (Ancestors)

Behavioral SymptomsBehaviorDepressive DisorderMood DisordersMental Disorders

Study Officials

  • Nicholas C Jacobson, PhD

    Dartmouth College

    PRINCIPAL INVESTIGATOR

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

Locations