NCT04637087

Brief Summary

The overall goal of this study is to minimize morbidity due to Atrial Fibrillation (AF). The specific objective is to develop and implement a rational and personalized approach to AF risk estimation that can inform management decisions with ischemic stroke. The investigators propose to develop a clinical AF risk estimation tool in the electronic health record and to test the effectiveness of implementing a clinical AF risk estimation tool into care for use by stroke neurologists during the care of acute ischemic stroke patients at Massachusetts General Hospital. The investigators will evaluate cardiac monitoring utilization calibrated to AF risk by stroke neurologists using a custom electronic health record (EHR) notification module. The investigators hypothesize that cardiac rhythm monitoring utilization will be positively correlated with the predicted risk of AF.

Trial Health

87
On Track

Trial Health Score

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

Enrollment
805

participants targeted

Target at P75+ for not_applicable atrial-fibrillation

Timeline
Completed

Started Mar 2021

Typical duration for not_applicable atrial-fibrillation

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

First Submitted

Initial submission to the registry

November 13, 2020

Completed
6 days until next milestone

First Posted

Study publicly available on registry

November 19, 2020

Completed
4 months until next milestone

Study Start

First participant enrolled

March 11, 2021

Completed
12 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

March 10, 2022

Completed
2.3 years until next milestone

Study Completion

Last participant's last visit for all outcomes

July 14, 2024

Completed
Last Updated

May 7, 2025

Status Verified

May 1, 2024

Enrollment Period

12 months

First QC Date

November 13, 2020

Last Update Submit

May 5, 2025

Conditions

Outcome Measures

Primary Outcomes (1)

  • Incidence of cardiac rhythm monitoring

    Incidence of any cardiac rhythm monitoring in the 6-month follow-up period following discharge for an acute ischemic stroke. Cardiac rhythm monitoring will be ascertained based on electronic health record documentation.

    6-months

Secondary Outcomes (8)

  • Proportion of patients with implantable loop recorder orders

    12-months

  • Proportion of patients with ambulatory wearable cardiac rhythm monitoring orders

    12-months

  • Proportion of patients with cardiac monitor ordered by neurologist

    1-month

  • Proportion of patients with a new atrial fibrillation diagnosis

    12-months

  • Proportion of patients with recurrent stroke

    12-months

  • +3 more secondary outcomes

Study Arms (1)

Atrial Fibrillation Risk Estimation Tool

EXPERIMENTAL

For eligible patients presenting with an acute ischemic stroke, a clinical atrial fibrillation risk estimation tool will be displayed in the patient's electronic health record through a best practice alert (BPA). The alert will display for the stroke neurologist caring for the patient when they first open the patient's chart. The neurologist may accept the automatically generated atrial fibrillation risk score displayed in the BPA, may modify some of the inputs of the score based on the patient's personal medical history and re-calculate, or may choose to dismiss the BPA.

Other: Atrial fibrillation risk electronic health record alert

Interventions

Electronic health record best practice alert which displays patient's 5-year risk of developing atrial fibrillation

Atrial Fibrillation Risk Estimation Tool

Eligibility Criteria

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

You may qualify if:

  • Patients aged 18 years or older
  • Presenting with a primary diagnosis of ischemic stroke or transient ischemic attack admitted to Massachusetts General Hospital inpatient stroke service

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Massachusetts General Hospital

Boston, Massachusetts, 02114, United States

Location

Related Publications (1)

  • Ashburner JM, Tack RWP, Khurshid S, Turner AC, Atlas SJ, Singer DE, Ellinor PT, Benjamin EJ, Trinquart L, Lubitz SA, Anderson CD. Impact of a clinical atrial fibrillation risk estimation tool on cardiac rhythm monitor utilization following acute ischemic stroke: A prepost clinical trial. Am Heart J. 2025 Jun;284:57-66. doi: 10.1016/j.ahj.2025.02.010. Epub 2025 Feb 18.

MeSH Terms

Conditions

Atrial FibrillationIschemic Stroke

Condition Hierarchy (Ancestors)

Arrhythmias, CardiacHeart DiseasesCardiovascular DiseasesPathologic ProcessesPathological Conditions, Signs and SymptomsStrokeCerebrovascular DisordersBrain DiseasesCentral Nervous System DiseasesNervous System DiseasesVascular Diseases

Study Officials

  • Christopher D Anderson, MD, MMSc

    Massachusetts General Hospital

    PRINCIPAL INVESTIGATOR

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NA
Masking
NONE
Purpose
SCREENING
Intervention Model
SINGLE GROUP
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Division Chief

Study Record Dates

First Submitted

November 13, 2020

First Posted

November 19, 2020

Study Start

March 11, 2021

Primary Completion

March 10, 2022

Study Completion

July 14, 2024

Last Updated

May 7, 2025

Record last verified: 2024-05

Locations