NCT07809958

Brief Summary

This study investigates the relationship between heart-beat haptic feedback on interoceptive awareness and mental-wellbeing. Previous research showed non-significant results in short-term emotion regulation tasks when given heartbeat haptic feedback, suggesting the need for an extended adjustment training period to build trust with interoceptive feedback systems. To address this, the experimenters propose an in-the-wild study where participants wear a Bangle.js smartwatch for one week each under two conditions: (1) Real heartbeat feedback and (2) Off-set heartbeat feedback. This design aims to examine the influence of haptic feedback on psychological characteristics, including alexithymia, anhedonia, depression, anxiety, and general mental health. The experimenters will also explore the usability and comfort levels related to prolonged wearable use, as well as the participants' ability to distinguish between real and off-set heartbeat feedback, particularly across different levels of alexithymia traits.

Trial Health

87
On Track

Trial Health Score

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

Enrollment
29

participants targeted

Target at below P25 for not_applicable

Timeline
Completed

Started Jun 2025

Shorter than P25 for not_applicable

Geographic Reach
1 country

1 active site

Status
completed

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 Start

First participant enrolled

June 26, 2025

Completed
3 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

September 19, 2025

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

September 19, 2025

Completed
10 months until next milestone

First Submitted

Initial submission to the registry

July 23, 2026

Completed
2 months until next milestone

First Posted

Study publicly available on registry

September 9, 2026

Completed
Last Updated

September 9, 2026

Status Verified

September 1, 2026

Enrollment Period

3 months

First QC Date

July 23, 2026

Last Update Submit

September 8, 2026

Conditions

Keywords

interoceptionmental healthwearablesmartwatchbiofeedback

Outcome Measures

Primary Outcomes (6)

  • Center for Epidemiological Studies-Depression Scale

    Measured by the standard scoring procedure in each lab visit at the start of the week. Decrease is considered an improvement.

    Difference from measurement at the start of each arm to end of each arm (1 week span)

  • Interoceptive accuracy

    Interoceptive accuracy measured using SensHb (slope of the correlation of estimated heart rate with smartwatch-recorded heart rate measured over three 1-minute measurement periods during the in-lab questionnaire)

    1 week (difference between SensHB at the start of each arm and the end of each arm)

  • Snaith-Hamilton Pleasure Scale

    Measured at the lab visit at the start of each week. We sum the pleasure rating for each item so the score represents overall hedonic capacity (opposite of anhedonia). Increase is considered improvement

    Difference from measurement at the start of each arm to end of each arm (1 week span)

  • General Anxiety Disorder-7 Anxiety Scale

    Measured by the standard scoring procedure in each lab visit at the start of the week. Decrease is considered an improvement.

    Difference from measurement at the start of each arm to end of each arm (1 week span)

  • Toronto Alexithymia Scale-20 Alexithymia Scale

    Measured by the standard scoring procedure in each lab visit at the start of the week. Decrease is considered an improvement.

    Difference from measurement at the start of each arm to end of each arm (1 week span)

  • General Health Questionnaire-12 General Mental Distress scale

    Measured by the standard scoring procedure in each lab visit at the start of the week. Decrease is considered an improvement.

    Difference from measurement at the start of each arm to end of each arm (1 week span)

Secondary Outcomes (4)

  • Interoceptive confidence

    1 week (measure difference between start and end of each arm)

  • Interoceptive awareness

    Start of each arm to end of each arm (1 week)

  • Daily mood

    1 week (measured each day of the arm)

  • Daily mood variability

    1 week (measured each day of the arm)

Study Arms (2)

Real heartrate feedback

EXPERIMENTAL

Participants wear a smartwatch during all waking hours which delivers vibration pulses at a frequency matching the current heart rate sensed by the smartwatch

Device: Heart rate feedback from smartwatch

Sham heartrate feedback

SHAM COMPARATOR

Participants wear a smartwatch during all waking hours which delivers vibration pulses at a frequency matching the heart rate from one hour ago as measured by the smartwatch. The time delay means that feedback does not match the current heartrate but maintains the overall descriptive statistics of the participant's heartbeat.

Device: Heart rate feedback from smartwatch

Interventions

Participants wear a smartwatch during their waking hours which delivers pulses of vibration which can be matched to the frequency of the current heart rate (real condition) or heart rate from one hour ago (sham condition)

Real heartrate feedbackSham heartrate feedback

Eligibility Criteria

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

You may qualify if:

  • High alexithymia score at screening (TAS-20 \>= 50)

You may not qualify if:

  • Severe psychiatric condition
  • Any type of heart arrythmia

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

MIT Media Lab

Cambridge, Massachusetts, 02142, United States

Location

MeSH Terms

Conditions

Affective SymptomsAnxiety DisordersPsychological Well-Being

Condition Hierarchy (Ancestors)

Behavioral SymptomsBehaviorMental DisordersPersonal Satisfaction

Study Officials

  • Pattie Maes, PhD

    Massachusetts Institute of Technology

    PRINCIPAL INVESTIGATOR

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
SINGLE
Who Masked
PARTICIPANT
Purpose
BASIC SCIENCE
Intervention Model
CROSSOVER
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

July 23, 2026

First Posted

September 9, 2026

Study Start

June 26, 2025

Primary Completion

September 19, 2025

Study Completion

September 19, 2025

Last Updated

September 9, 2026

Record last verified: 2026-09

Data Sharing

IPD Sharing
Will share

Defidentified individual survey responses and sensHB accuracy data and analysis code

Shared Documents
SAP, ANALYTIC CODE
Time Frame
Available indefinitely beginning March 2026
Access Criteria
Data are available to the general public. Data and analysis scripts can be found at https://osf.io/wfexj/overview and the preregistered analysis plan can be found at https://aspredicted.org/hnyw-cw85.pdf

Locations