NCT04993287

Brief Summary

The study proposal is to deploy a wearable solution that predicts physiological perturbation comparable to invasive devices and to perform continuous remote patient monitoring; this will be connected to a structured, cascading, escalation pathway involving home health nurses, advanced practitioner providers, and heart failure specialists, and has the potential to transform heart failure management in the post-discharge period, where patients are the most vulnerable for readmission. This feasibility study will contribute to the understanding of post-discharge heart failure continuous remote patient monitoring, promote patient self-care, and has the potential of improving patient outcomes.

Trial Health

87
On Track

Trial Health Score

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

Enrollment
54

participants targeted

Target at P25-P50 for not_applicable heart-failure

Timeline
Completed

Started Jun 2021

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 17, 2021

Completed
29 days until next milestone

First Submitted

Initial submission to the registry

July 16, 2021

Completed
21 days until next milestone

First Posted

Study publicly available on registry

August 6, 2021

Completed
1.6 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

March 30, 2023

Completed
6 months until next milestone

Study Completion

Last participant's last visit for all outcomes

September 30, 2023

Completed
1.5 years until next milestone

Results Posted

Study results publicly available

April 3, 2025

Completed
Last Updated

April 3, 2025

Status Verified

March 1, 2025

Enrollment Period

1.8 years

First QC Date

July 16, 2021

Results QC Date

November 19, 2024

Last Update Submit

March 18, 2025

Conditions

Outcome Measures

Primary Outcomes (2)

  • Enrollment Rate

    Enrollment rate for entire patient cohort

    Through study completion, an average 1 year

  • Adherence Rate

    Patient adherence to electronic patient reported outcomes

    Through study completion, an average of one year

Secondary Outcomes (2)

  • Documented Diuretic Escalation

    30 days from patient discharge date

  • 30-day Readmission Rate

    30 days from patient discharge date

Study Arms (1)

Pilot

EXPERIMENTAL

39 eligible HF patients

Other: Non-invasive continuous remote monitoring with structured escalation pathwayOther: Affective Analysis of Participant Response to Continuous Remote Patient Monitoring

Interventions

Continuous patient monitoring through non-invasive biosensors coupled with machine learning algorithms, with a structured escalation and communication pathway for home health providers and HF care team

Pilot

Surveys and interviews with enrolled participants

Pilot

Eligibility Criteria

Age18 Years - 100 Years
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Patient is an inpatient at Evanston Hospital
  • Patient is followed by the heart failure service team after discharge
  • Patient has a history of heart failure
  • Patient received at least one dose of IV diuretic at index hospitalization
  • Symptoms corresponding to NYHA function class II-IV
  • Patient has heart failure with reduced left ventricular ejection fraction (LVEF)\<40%, or HF with mid-ranged ejection fraction (LVEF 40-50%), or HF with preserved ejection fraction (LVEF≥50%)
  • Patient is in the top 50% risk of readmission across NorthShore University HealthSystem's CAPE 30-day readmission model
  • Patient is at least 18 years of age
  • Patient is fluent in English
  • Patient agrees to protocol-required procedures

You may not qualify if:

  • Patient has cognitive or physical limitations that, in the investigator's opinion, limit the patient's ability to maintain patch device and phone
  • Patient has visual impairments
  • Patient has an allergy to hydrocolloid adhesives
  • Patient has present skin damage preventing them from wearing a study device
  • Patient has renal dysfunction requiring dialysis
  • Patient has CardioMEMS
  • Pregnancy
  • Patient receiving hospice care

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

NorthShore University HealthSystem Evanston Hospital

Evanston, Illinois, 60201, United States

Location

MeSH Terms

Conditions

Heart Failure

Condition Hierarchy (Ancestors)

Heart DiseasesCardiovascular Diseases

Results Point of Contact

Title
Dr. Nirav Shah
Organization
NorthShore University HealthSystem

Study Officials

  • Nirav S Shah

    Endeavor Health

    PRINCIPAL INVESTIGATOR

Publication Agreements

PI is Sponsor Employee
No
Restrictive Agreement
No

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NA
Masking
NONE
Purpose
HEALTH SERVICES RESEARCH
Intervention Model
SINGLE GROUP
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Medical Director of Quality Innovation and Clinical Practice Analytics, Program Director of Outcomes Research for Quality and Transformation

Study Record Dates

First Submitted

July 16, 2021

First Posted

August 6, 2021

Study Start

June 17, 2021

Primary Completion

March 30, 2023

Study Completion

September 30, 2023

Last Updated

April 3, 2025

Results First Posted

April 3, 2025

Record last verified: 2025-03

Data Sharing

IPD Sharing
Will not share

Locations