NCT06933875

Brief Summary

This project will develop and test a novel clinical decision support tool (CDS) that encourages timely referral to palliative care for people hospitalized with heart failure. This intervention will incorporate an existing, validated 1-year mortality risk model into a CDS to deliver prognostic information and evidence-based decision support at the point of care. Thus, this research may lead to improved care-concordant and goal-directed care for people with heart failure.

Trial Health

63
Monitor

Trial Health Score

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

Enrollment
2,260

participants targeted

Target at P75+ for not_applicable heart-failure

Timeline
16mo left

Started May 2026

Shorter than P25 for not_applicable heart-failure

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

First Submitted

Initial submission to the registry

April 11, 2025

Completed
7 days until next milestone

First Posted

Study publicly available on registry

April 18, 2025

Completed
1.1 years until next milestone

Study Start

First participant enrolled

May 22, 2026

Expected
1.2 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

July 30, 2027

1 month until next milestone

Study Completion

Last participant's last visit for all outcomes

August 30, 2027

Last Updated

April 30, 2026

Status Verified

April 1, 2026

Enrollment Period

1.2 years

First QC Date

April 11, 2025

Last Update Submit

April 24, 2026

Conditions

Outcome Measures

Primary Outcomes (4)

  • Mean System Usability Scale score

    System Usability Scale, 10-item Likert questionnaire. Total score range 0-100. Higher values indicate higher usability

    up to 15 months

  • Mean Acceptability of Intervention Measure score

    Acceptability of Intervention Measure, 4-item questionnaire. Total score range 1-4. Higher values indicate higher acceptability.

    up to 15 months

  • Mean Appropriateness of Intervention Measure score

    Appropriateness of Intervention Measure, 4-item questionnaire. Total score range 1-4. Higher values indicate higher appropriateness.

    up to 15 months

  • Mean Feasibility of Intervention Measure score

    Feasibility of Intervention Measure, 4-item questionnaire. Total score range 1-4. Higher values indicate higher feasibility.

    up to 15 months

Secondary Outcomes (7)

  • Referral to Specialist Palliative Care

    up to 15 months

  • Consultation by Specialist Palliative Care

    up to 15 months

  • Advance Care Plan Documentation

    up to 15 months

  • Participants enrolled in hospice

    up to 15 months

  • Mean hospital length of stay

    up to 15 months

  • +2 more secondary outcomes

Study Arms (2)

Clinical Decision Support (CDS) Tool

EXPERIMENTAL

Patients will be randomized to have the CDS tool to deliver prognostic information and evidence-based decision support at the point of care for timely referral to palliative care for participants hospitalized with heart failure.

Behavioral: Clinical Decision Support Tool

Standard of Care

NO INTERVENTION

Providers will provide usual standard of care for participants hospitalized with heart failure.

Interventions

Deliver prognostic information and evidence-based decision support at the point of care

Clinical Decision Support (CDS) Tool

Eligibility Criteria

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

You may qualify if:

  • Healthcare providers must meet the following criteria:
  • Are an attending physician, fellow, or resident, advanced practice nurse, or physician associate
  • Has ordering privileges
  • Are members of one of the hospitals' admitting teams (e.g., hospitalist service, cardiology service)
  • Anticipate employment at one of the two study sites for the 15-month trial period.
  • Palliative care team member
  • Hospital administrator/quality and safety personnel
  • Patients of providers enrolled in the study must meet the following criteria for heart failure during hospitalization:
  • Age 18 years of age or older
  • N-terminal pro-B-type natriuretic peptide values of \>500 pg/ml
  • Received intravenous diuretics within 24 hours of admission.

You may not qualify if:

  • Pregnant at the time of admission.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (2)

Yale New Haven Hospital Saint Raphael

New Haven, Connecticut, 06520, United States

Location

Yale New Haven Hospital York Street

New Haven, Connecticut, 06520, United States

Location

MeSH Terms

Conditions

Heart Failure

Condition Hierarchy (Ancestors)

Heart DiseasesCardiovascular Diseases

Study Officials

  • Shelli Feder, PhD

    Yale University

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Shelli Feder, PhD

CONTACT

Nathan Wright, MA

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
SUPPORTIVE CARE
Intervention Model
PARALLEL
Model Details: Eligibility of patients will be assessed automatically by an existing Epic build and will not involve any human intervention. When a provider opens the order entry screen of the patient's medical record, this build will examine the record for all inclusion and exclusion criteria. Those who meet criteria will be automatically enrolled and placed into a randomization group based on the randomization status of their current provider at the time of enrollment. Target sample size is 70 Level 1 providers, 2260 participants and 15 Level 2 providers (providers potentially impacted by the tool).
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

April 11, 2025

First Posted

April 18, 2025

Study Start (Estimated)

May 22, 2026

Primary Completion (Estimated)

July 30, 2027

Study Completion (Estimated)

August 30, 2027

Last Updated

April 30, 2026

Record last verified: 2026-04

Data Sharing

IPD Sharing
Will not share

Locations