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Nudging Provider Adoption of Clinical Decision Support: Implementation of an EHR-Agnostic Pulmonary Embolism Risk Prediction Tool

Nudging Provider Adoption of Clinical Decision Support: Implementation of an EHR-Agnostic Pulmonary Embolism Risk Prediction Tool

Status
Not yet recruiting
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT07249385
Enrollment
440
Registered
2025-11-25
Start date
2026-02-15
Completion date
2029-03-31
Last updated
2026-01-22

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Pulmonary Embolism

Brief summary

The purpose of this study is to examine the impact of the nudge implementation strategy (CDS tool + Nudge) on adoption of guideline-concordant CT ordering for pulmonary embolism (PE) in 10 EDs. The study will be a 33-month, rigorous, pragmatic, cluster-randomized, stepped wedge trial across 3 health systems and 10 EDs after collecting pre-implementation baseline data. The aim is to to demonstrate technological feasibility as well as examine efficacy of the nudges on adoption. The secondary objective is to decrease CT-ordering when it is not indicated.

Detailed description

Part 1 of the study included the collection of data. During the pre-implementation period each sites electronic health record (EHR) and baseline data was collected for 12 months. In Part 2, the study will examine the impact of the nudge implementation strategy (CDS tool + Nudge) on adoption of guideline-concordant CT ordering for PE in 10 EDs. Adoption outcomes data will be collected through EHR reporting systems.

Interventions

BEHAVIORALClinical Decision Support (CDS) tool with Nudges

The CDS tool with nudges provide information to providers to practice medicine in accordance with CT (computed tomography) ordering guidelines. The tool will only deploy when the provider is going against clinical guidelines and therefore provides a chance for the provider to reconsider their actions.

Sponsors

NYU Langone Health
Lead SponsorOTHER
National Heart, Lung, and Blood Institute (NHLBI)
CollaboratorNIH

Study design

Allocation
NA
Intervention model
SINGLE_GROUP
Primary purpose
SUPPORTIVE_CARE
Masking
NONE

Intervention model description

Each emergency department (ED) will function as a control group (usual care) prior to implementation of the intervention.

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

1. 18 years of older 2. A provider (MD, NP, PA) ordering CTs for evaluation of PE in adult patients present at study site Emergency Department (i.e., Northwell Health - Feinstein Institute for Medical Research, Baylor College of Medicine and NYU Langone Health).

Exclusion criteria

1\. A provider not present at the specified study sites.

Design outcomes

Primary

MeasureTime frameDescription
Percentage of CT scan orders that are guideline-concordantBaseline (Month 12)Guideline-concordant is defined as CT scan orders with Wells' Score \>4 \["PE Likely"\] and/or d-dimer above upper limit of normal.

Countries

United States

Contacts

CONTACTNatalie Henning
Natalie.henning@nyulangone.org239-810-1186
CONTACTLynn Xu
Lynn.xu@nyulangone.org646-501-7911
PRINCIPAL_INVESTIGATORSafiya Richardson, MD MPH

NYU Langone Health

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: May 27, 2026