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StrokeNCT03761394

Pulsewatch: Smartwatch Monitoring for Atrial Fibrillation After Stroke

A study testing Testing Devices, Cardea Solo by Cardiac Insight and Kardia Mobile by AliveCor in people with Stroke and Atrial Fibrillation, run by University of Massachusetts, Worcester at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The goal of this research study is to develop a smartphone application capable of monitoring paroxysmal atrial fibrillation (pAF) in people who have survived a stroke or transient ischemic attack (TIA) or people who are at risk for a stroke and are age 50 and older. Read more about this study

Who is it for?
Ages 50 to 100 years
Conditions the study is for
Stroke, Atrial Fibrillation
What is being tested?
Testing Devices, Cardea Solo by Cardiac Insight and Kardia Mobile by AliveCor
Type of treatment
Medical device
Could I receive a placebo?
No, everyone receives an active treatment
How many people
120 participants
Where
1 siteUnited States
Study dates
3 Sep 2019to 20 Sep 2021
Phase
Interventional
Are there results?
Yes, posted in the registrySummary in the doctors' view

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 50 to 100 years
  • All sexes
  • No healthy volunteers
  • Adult, Older adult

Who may be able to join

  • History of Transient Ischemic Attack (TIA) or stroke or at risk for stroke based on a CHA2DS2-VASc score equal to or greater to a score of 3, presenting at the UMass Memorial Medical Center (UMMMC) inpatient service or ambulatory clinic (neurology clinics and cardiovascular clinics included)
  • Age: greater to or equal to 50 years of age
  • Able to sign informed consent
  • Willing to participant in a focus groups and/or Hack-a-thon for Aim 1 participants only
  • Willing and capable of using Pulsewatch (smartwatch and smartphone app) daily for up to 44-days and returning to UMMMC for up to two study visits for Aims 2 and 3 participants only

Who cannot join

  • Major contraindication to anti-coagulation treatment
  • Plans to move our of the area over the 44-day follow up period
  • Serious physical illness (e.g., unable to interact with a smart device, or communicate verbally or via written text) that would interfere with study participation
  • Known allergies or hypersensitivities to medical grade hydrocolloid adhesives or hydrogel
  • Patient with life threatening arrhythmia's who require in-patient monitoring for immediate analysis
  • Patient with implantable pacemaker as paced beats interfere with ECG readings
Show all 14Show fewer
  • Lacking capacity to sign informed consent
  • Unable to read and write in English
  • Plans to move from the area during the study period
  • Unwilling to complete all study procedures
  • Major contraindication to anti-coagulation treatment (i.e., major hemorrhagic stroke)
  • Individuals who are not yet adults
  • Pregnant women
  • Prisoners

Trial locations and contacts

1 site in 1 country.

United States1 site
  • UMass Chan Medical School

    Worcester, Massachusetts, 01655

Other trials in United States

About this study

Official title: Smartwatch Monitoring for Atrial Fibrillation After Stroke

The goal of this research study is to develop a smartphone application capable of monitoring paroxysmal atrial fibrillation (pAF) in people who have survived a stroke or transient ischemic attack (TIA) or people who are at risk for a stroke and are age 50 and older. The study team plans to develop a highly effective and easy to use cardiovascular surveillance system to monitor patients for pAF on a nearly continuous basis. People involved in the development of this system include patients, their caregivers, health care providers, and computer programmers.

Being tested
Testing Devices, Cardea Solo by Cardiac Insight, Kardia Mobile by AliveCor
Keywords
Cardiac Arrhythmias
Medical subject headings
Stroke, Atrial Fibrillation, Arrhythmias, Cardiac

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Testing DevicesDevice

    Pulsewatch system testing application on smartphone with smartwatch.

  • Cardea Solo by Cardiac InsightDevice

    Gold-standard cardiac monitor for comparison of testing devices.

  • Kardia Mobile by AliveCorDevice

    Mobile ECG device for comparison of testing devices during the extended use period.

Study groups in NCT03761394
Study groupRoleWhat they receive
Intervention GroupExperimentalTesting devices plus Cardea Solo device by Cardiac Insight for 14-day period.
Receives: Device: Testing Devices; Device: Cardea Solo by Cardiac Insight
Control GroupActive comparatorOnly Cardea Solo device by Cardiac Insight for 14-day period.
Receives: Device: Cardea Solo by Cardiac Insight
Intervention Group for Extended UseExperimental30-additional days of extended use of testing devices for adherence plus Kardia Mobile ECG device by AliveCor.
Receives: Device: Testing Devices; Device: Kardia Mobile by AliveCor
Control Group for Extended UseNo interventionNo device usage for 30-days following completion of the original 14-day period.

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Usability of Pulsewatch System (System Usability Scale & Rating Scale) at 14 Days Post the First Randomization

    System usability scale, self-reported, of likes, dislikes, and problems encountered with the smartphone application and smartwatch. Each item regarding likes and dislikes will be scored 1-5 (1= strongly disagree; 5= strongly agree or Didn't use). Problem encountered will be scored with yes or no options with space provided for explanations. Also, using Mobile Application Rating Scale (MARS) App Classification questions will capture the participants' experience with the application. Each MARS item uses a 5-point scale (1=inadequate, 2=poor, 3=acceptable, 4=Good, 5=Excellent) and sub-scales will have an average mean to indicate the overall rating of the application.

    Number of participants with SUS > 68 was reported in the Outcome Measure Data Table

    Measured: Assessed 14 days post the first randomization

  2. The Number of Participants With Atrial Fibrillation Detected by Smartwatch at the 14 Day Trial Period

    This outcome was measured by the number of atrial fibrillation episodes identified by the smartwatch biosensors. This was conducted using two approaches. Firstly, the Pulsewatch app sent a message to participants to remain still and perform a 30-sec ECG self-check (wrist electrode, high accuracy) should they have an AF episode detected. The second approach involved the cancellation of cyclical frequencies, seen in accelerometer data, from the photoplethysmogram (PPG) signal. Thus, these two approaches were effectively used to recover some data segments contaminated by MNA or by poor signal quality and correctly identified the presence or absence of AF. Once MN artifacts were corrected, we looked at patterns to analyze pulse waveforms for AF detection, including discrimination of PVCs and PACs

    Measured: Assessed throughout 14 day trial period

  3. The Number of Participants With Detection of Atrial Fibrillation by a Patch Monitor (Confirmed by Cardiologist Overread) at 14 Days Post the First Randomization.

    Episodes of atrial fibrillation was identified by the gold-standard monitor (Cardea Solo by Cardiac Insight). The Cardiac Insight patches have a module chip inside the sensor that stores the data being collected over the 14-days. After the participants returned the patches at the end of the 14-day monitoring period, a trained study staff removed the modules and placed them into the Cardiac insight smart cable to be uploaded to a UMass Medical School server. The ECG readings are then read by a board-certified cardiologist to confirm true atrial fibrillation detection.

    Measured: Assessed at 14 days post the first randomization.

Secondary outcomes (7)
  1. Change in Anxiety Symptoms at Baseline and at the Last Study Visit 30 Days Post the Second Randomization.

    Anxiety will be assessed using the Generalized Anxiety Disorder-7 scale (GAD-7), a revised version of the anxiety module from the Patient Health Questionnaire, which consists of Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) criteria for generalized anxiety disorder over the past 2 weeks. The GAD-7 score ranges from 0-27 with scores of 5, 10 and 15 representing validated cut-points for mild, moderate and severe levels of anxiety symptoms, with a score ≥10 having high sensitivity (0.89) and specificity (0.82) for psychiatrist diagnosed anxiety disorder and correlates significantly with health-related QoL. This change in outcome was between baseline and the last study visit 30 days post the second randomization.

    Measured: Assessed at baseline and at the last study visit 30 days post the second randomization (44 days)

  2. Change in General Health MCS at Baseline and at the Last Study Visit 30 Days Post the Second Randomization (44 Days)

    The Short Form (SF-12) health survey to assess health related quality of life, this validated instrument domains include general health questions and mental health related questions. Scores range from 0 to 100, where higher scores indicate higher level of health. This change in outcome was between baseline and the last study visit 30 days post the second randomization (44 days).

    Measured: Assessed at baseline and at the last study visit 30 days post the second randomization (44 days)

  3. Change in General Health PCS at Baseline and at the Last Study Visit 30 Days Post the Second Randomization (44 Days)

    The Short Form (SF-12) health survey to assess health related quality of life, this validated instrument domains include general health questions and physical health-related questions. Scores range from 0 to 100, where higher scores indicate a higher level of health. This outcome was assessed at baseline and at the last study visit 30 days post the second randomization (44 days).

    Measured: Assessed at baseline and at the last study visit 30 days post the second randomization (44 days)

  4. Change in Disease Management Self-Efficacy (The General Disease Management Scale) at Baseline and 14 Days Post the First Randomization

    Self-efficacy for disease management is associated with engagement in health behaviors and with improved medication adherence. The General Disease Management scale is a 5-item scale assessing confidence in disease self-management (scores 0-50, higher scores = greater confidence, lower scores = lower confidence). This change in outcome was between baseline and 14 days post the first randomization.

    Measured: Assessed at baseline and 14 days post the first randomization

  5. Change in Symptom Management Self-Efficacy at Baseline and 14 Days Post Randomization

    Self-efficacy for disease management is associated with engagement in health behaviors and with improved medication adherence. The Symptom Management scale is a 5-item scale assessing confidence in managing chronic disease symptoms (items tailored to the sample), with scores ranging from 0 to 100. A higher symptom management score indicates a higher confidence in managing symptoms. Conversely, a lower score indicates a lower confidence in managing symptoms. This change in outcome was between baseline and 14 days post randomization.

    Measured: Assessed at baseline and 14 days post randomization

  6. Change in Patient Activation Score at Baseline and at the Last Study Visit 30 Days Post the Second Randomization (44 Days)

    Patient activation refers to a patient's ability and willingness to manage their health. Activation will be measured using the 10-item Consumer Health Activation Index (CHAI). Scores range from 10 to 60. A higher score indicates that the patient has higher activation for self-management of their condition. Conversely, a lower score indicates lower activation for self-management of their condition. This change in outcome was between the baseline and the last study visit 30 days post the second randomization (44 days)

    Measured: Assessed at baseline and at the last study visit 30 days post the second randomization (44 days)

  7. Change in Medication Adherence at Baseline and 14 Days Post the First Randomization

    Medication adherence will be measured using the 12-item Adherence to Refills and Medications Scale (ARMS), a well-validated measure of patient-reported adherence. The minimum to maximum ARMS score ranges from 1 to 4. Higher scores indicate poorer adherence, and lower scores indicate better medication adherence. This change in outcome was between baseline and 14 days post the first randomization.

    Measured: Assessed at baseline and 14 days post the first randomization

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted3 Dec 2018
  2. Study start3 Sep 2019
  3. Primary completion20 Sep 2021
  4. Study completion20 Sep 2021

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Diagnosis
Allocation
Randomised
Intervention model
Crossover
Masking
Single blind
Who is masked
Investigator
Enrolment
120 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT03761394
Sponsor's protocol ID
H00016067
Other IDs
R01HL137734-01A1
Status last verified
Oct 2023
First submitted
29 Nov 2018
Last updated
18 Nov 2023
Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
Yes
Individual data sharing
No

Publications

  • Ding EY, Tran KV, Lessard D, Wang Z, Han D, Mohagheghian F, Mensah Otabil E, Noorishirazi K, Mehawej J, Filippaios A, Naeem S, Gottbrecht MF, Fitzgibbons TP, Saczynski JS, Barton B, Chon K, McManus DD. Accuracy, Usability, and Adherence of Smartwatches for Atrial Fibrillation Detection in Older Adults After Stroke: Randomized Controlled Trial. JMIR Cardio. 2023 Nov 28;7:e45137. doi: 10.2196/45137.

    PubMed 38015598
  • Han D, Ding EY, Cho C, Jung H, Dickson EL, Mohagheghian F, Peitzsch AG, DiMezza D, Tran KV, McManus DD, Chon KH. A Smartwatch System for Continuous Monitoring of Atrial Fibrillation in Older Adults After Stroke or Transient Ischemic Attack: Application Design Study. JMIR Cardio. 2023 Feb 13;7:e41691. doi: 10.2196/41691.

    PubMed 36780211

Questions about this trial

What is this clinical trial studying?

A study testing Testing Devices, Cardea Solo by Cardiac Insight and Kardia Mobile by AliveCor in people with Stroke and Atrial Fibrillation, run by University of Massachusetts, Worcester at 1 site in United States.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 5 inclusion and 14 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 18 Nov 2023. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

Yes. Results are posted in the registry (first posted 18 Nov 2023). A summary is in the For doctors view, and the full results are on ClinicalTrials.gov.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Usability of Pulsewatch System (System Usability Scale & Rating Scale) at 14 Days Post the First Randomization (time frame: Assessed 14 days post the first randomization). The study lists 3 primary outcomes in all. It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT03761394, which also lists 2 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 18 Nov 2023.

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