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Decision Support for Heart Failure Prescribing
Sponsor: University of Colorado, Denver
Summary
Clinical decision support (CDS) tools can 'nudge' clinicians to make the best decisions easy. Although required by "meaningful use" regulations, more than 40% of CDS lead to no change and the remaining lead to improvements that are modest at best. This is because CDS tools often ignore contextual factors and present irrelevant information. Although many tools have undergone patient-specific optimization, 'traditional CDS' are rarely clinician-specific. For example, a traditional CDS tool for beta blockers and heart failure with reduced ejection fraction (HFrEF) addresses common prescribing misconceptions by stating asthma is not a contraindication and providing a safe threshold for blood pressure. For clinicians without these misconceptions, these statements are irrelevant and distract from key information. A 'personalized CDS' would evaluate clinician past prescribing patterns to determine whether prescribing misconceptions might exist and then conditionally present information to address those misconceptions. The objective of this research is to create personalized clinician-specific CDS that overcome shortcomings of traditional CDS. The central hypothesis is a personalized CDS that minimizes irrelevant information will lead to a higher rate of prescribing guideline-directed management and therapy (GDMT) for HFrEF compared to a traditional CDS.
Official title: New Solutions to Support Evidence-based Prescribing for Heart Failure
Key Details
Gender
All
Age Range
18 Years - 89 Years
Study Type
INTERVENTIONAL
Enrollment
764
Start Date
2025-02-11
Completion Date
2025-09
Last Updated
2025-08-22
Healthy Volunteers
Yes
Interventions
Personalized Clinical Decision Support (CDS)
The personalized CDS intervention evaluates clinician past prescribing patterns to determine whether prescribing misconceptions might exist and then conditionally present information to address those misconceptions. This is done through a nudge in the electronic health record that addresses common prescribing misconceptions for heart failure.
Traditional Clinical Decision Support (CDS)
The traditional CDS is the usual care intervention, which is patient-specific but are not clinician-specific.
Locations (1)
UCHealth Primary Care and Cardiology Outpatient Clinics
Aurora, Colorado, United States