Mobile Behavioral Activation Program With Wearable Sensors and Secure Activity Verification

Part of paid clinical trials in New York, New York.

Sponsor
Truway Health, Inc.
Study ID
NCT07382804
Status
Enrolling By Invitation

Conditions

  • Behavioral Activation
  • Health Behavior
  • Sedentary Behavior

Eligibility Criteria

Sex
ALL
Age
18 Years - N/A
Healthy Volunteers
Accepted

Interventions

  • Behavioral: Mobile Behavioral Activation App — BEHAVIORAL
    Participants receive daily behavioral activation tasks, structured prompts, and routine-building cues delivered through the mobile app only.
  • Mobile App + Wearable Activity Sensor — BEHAVIORAL
    Participants receive behavioral activation tasks through the mobile app and wear an activity sensor that provides real-time movement data used to tailor prompts and support engagement.
  • Mobile App + Wearable Sensor + Secure Activity Verification Layer — BEHAVIORAL
    Participants receive behavioral activation tasks, sensor-based feedback, and secure verification of activity logs through a tamper-resistant verification layer.

Study Details

This study evaluates a mobile-integrated behavioral activation program designed to help adults improve their daily productivity, motivation, and task engagement. The program combines a smartphone application, wearable sensor data, and a decentralized data-verification layer to support participants as they build healthier routines and increase consistent daily activity. Behavioral activation is a well-established psychological approach that encourages individuals to take small, structured actions that align with their goals and values. In this study, participants receive daily prompts, activity suggestions, and personalized behavioral tasks through a mobile app. The app uses information from a wearable sensor-such as movement patterns, activity levels, and environmental cues-to help participants track progress and stay engaged with the program. A unique feature of this study is the use of decentralized data verification. Participants' activity logs and task completions are recorded in a secure, tamper-resistant system that allows them to maintain control over their own data while ensuring accuracy and transparency. This approach supports participant autonomy and strengthens the reliability of the study's outcome measures. The study aims to understand whether combining behavioral activation with real-time sensor feedback and decentralized data verification can improve daily productivity, increase follow-through on planned tasks, and support healthier routines. Participants will use the mobile app and wearable device for the duration of the study and will complete periodic check-ins to share their experiences, challenges, and overall satisfaction with the program. The research team will evaluate changes in daily activity patterns, task completion rates, self-reported productivity, and engagement with the behavioral activation tasks. Findings from this study may help inform future digital health tools that support motivation, routine-building, and personal productivity in everyday life.

Key Dates

Start date
Jan 25, 2026
Status verified
Jan 2026
Primary completion
Jan 25, 2099
Completion
Jan 25, 2099

Study Design

Enrollment
227,000 participants (estimated)
Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
OTHER

Arms

  • Experimental: Experimental - Mobile App Only
    Participants use a mobile behavioral activation application that delivers daily tasks, reminders, and routine-building prompts. No wearable sensor or secure activity-verification layer is used in this arm.
  • Experimental: Experimental - Mobile App + Wearable Sensor
    Participants use the same mobile behavioral activation app as Arm 1 and also wear a lightweight activity sensor that passively tracks movement and activity patterns. Sensor-derived activity data may inform the timing or intensity of app-delivered prompts.
  • Experimental: Experimental - Mobile App + Wearable Sensor + Secure Activity Verification
    Participants use the mobile behavioral activation app and wearable activity sensor. Activity logs are additionally processed through a secure verification layer that provides participant-controlled, tamper-evident activity records used for engagement tracking and outcome analysis.

Primary Outcome Measure

Change in Average Daily Active Minutes [ Time Frame: 8 weeks from baseline enrollment ]

Locations (1)

FacilityCityStateZIPSite coordinators
Truway Health, Inc.New YorkNew York10016-

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