NCT06401863

Brief Summary

The purpose of this project is to implement and evaluate a shared-decision making (SDM) tool called DDInteract that was developed to support decision making for drug-drugs interactions while on oral anticoagulants. DDInteract will be implemented in clinics at the University of Utah, University of Colorado and University of Vanderbilt. DDInteract will be launched from within the electronic health record (EHR) retrieving patient-specific risk factors, will calculate the risk of harm, and will allow providers and patients to dynamically explore "what if" scenarios to optimize treatment and minimize risk. DDInteract will enable shared-decision making using individually-tailored information on the potential benefits and harms of drug interactions in anticoagulated patients.

Trial Health

77
On Track

Trial Health Score

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

Enrollment
3,691

participants targeted

Target at P75+ for not_applicable

Timeline
2mo left

Started Oct 2023

Typical duration for not_applicable

Geographic Reach
1 country

3 active sites

Status
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

Study Progress92%
Oct 2023Jul 2026

Study Start

First participant enrolled

October 1, 2023

Completed
7 months until next milestone

First Submitted

Initial submission to the registry

April 25, 2024

Completed
12 days until next milestone

First Posted

Study publicly available on registry

May 7, 2024

Completed
1.8 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

February 28, 2026

Completed
5 months until next milestone

Study Completion

Last participant's last visit for all outcomes

July 31, 2026

Expected
Last Updated

May 7, 2025

Status Verified

May 1, 2025

Enrollment Period

2.4 years

First QC Date

April 25, 2024

Last Update Submit

May 5, 2025

Conditions

Keywords

Oral anticoagulantsDrug interactionsGastrointestinal hemorrhageShared Decision Making

Outcome Measures

Primary Outcomes (1)

  • Differences of Differences in Estimated Risk of Gastrointestinal Bleeding by DDInteract algorithm

    We will compare population Gastrointestinal Bleeding risk across the randomized clinics before and after implementation of DDInteract

    Through study completion, an average of 18 months for the implementation period and 12 months for the baseline period clinics

Other Outcomes (1)

  • Gastrointestinal Bleeding Episodes

    Through study completion, an average of 18 months, 6 months per sites (UoU, UC and VU) before and after implementation

Study Arms (2)

Exposure to DDInteract tool in anticoagulated patients

EXPERIMENTAL

This population will consist in outpatient clinics who treat oral anticoagulated patients where DDInteract has been implemented. This intervention is referred to as DDInteract tool exposure in anticoagulated patients. DDInteract may be accessed by clinicians to evaluate risk of harm from drug-drug interactions for patients on anticoagulants.

Other: Shared Decision Making Tool

Standard of Care

NO INTERVENTION

This population will consist in outpatient clinics who treat oral anticoagulated patients where DDInteract has not yet been implemented.

Interventions

EHR-integrated SDM for Patients on Oral Anticoagulants and other medications that might increase the risk of hemorrhage

Also known as: Shared Decision Making Tool to reduce harm from Drug Interactions
Exposure to DDInteract tool in anticoagulated patients

Eligibility Criteria

Age21 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Be at least 21 years of age or older
  • Receive more than one prescription of an oral anticoagulant (i.e. warfarin, apixaban, edoxaban, dabigatran, rivaroxaban)

You may not qualify if:

  • Individuals not able to speak English or Spanish

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (3)

University of Colorado. School of Medicine

Denver, Colorado, 80045, United States

RECRUITING

Vanderbilt University

Nashville, Tennessee, 37235, United States

RECRUITING

University of Utah

Salt Lake City, Utah, 84112, United States

ENROLLING BY INVITATION

Related Publications (2)

  • Gomez Lumbreras A, Reese TJ, Del Fiol G, Tan MS, Butler JM, Hurwitz JT, Brown M, Kawamoto K, Thiess H, Wright M, Malone DC. Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction. JMIR Form Res. 2022 Oct 19;6(10):e40018. doi: 10.2196/40018.

    PMID: 36260377BACKGROUND
  • Reese TJ, Del Fiol G, Morgan K, Hurwitz JT, Kawamoto K, Gomez-Lumbreras A, Brown ML, Thiess H, Vazquez SR, Nelson SD, Boyce R, Malone D. A Shared Decision-making Tool for Drug Interactions Between Warfarin and Nonsteroidal Anti-inflammatory Drugs: Design and Usability Study. JMIR Hum Factors. 2021 Oct 26;8(4):e28618. doi: 10.2196/28618.

    PMID: 34698649BACKGROUND

MeSH Terms

Conditions

Gastrointestinal Hemorrhage

Condition Hierarchy (Ancestors)

Gastrointestinal DiseasesDigestive System DiseasesHemorrhagePathologic ProcessesPathological Conditions, Signs and Symptoms

Study Officials

  • Daniel C Malone, PhD

    College of Pharmacy. University of Utah

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Daniel C Malone, PhD

CONTACT

Ainhoa Gomez Lumbreras, MD, PhD

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Masking Details
No masking due to the nature of the intervention
Purpose
PREVENTION
Intervention Model
SEQUENTIAL
Model Details: Rolling implementation at the clinic level with control clinics not exposed to the tool.
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Professor

Study Record Dates

First Submitted

April 25, 2024

First Posted

May 7, 2024

Study Start

October 1, 2023

Primary Completion

February 28, 2026

Study Completion (Estimated)

July 31, 2026

Last Updated

May 7, 2025

Record last verified: 2025-05

Locations