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Updated: Jul 27, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Point-of-Service reminders for prescribing cardiovascular medications
Stephen F Derose1, James R Dudl, Victor M Benson
1Southern California Kaiser Permanente Department of Research and Evaluation, 393 E Walnut Street, Pasadena, CA 91188, USA. stephen.f.derose@kp.org
Insights
An automated system providing physician recommendations modestly increased cardiovascular event prevention medication prescriptions. This targeted approach shows potential for improving patient care over time.
Area of Science:
- Cardiology
- Health Informatics
- Clinical Decision Support
Background:
- Cardiovascular disease remains a leading cause of mortality.
- Effective prevention strategies include prescribing medications like ACE inhibitors and statins.
- Point-of-service decision support systems can aid physicians in implementing evidence-based care.
Purpose of the Study:
- To evaluate the effectiveness of an automated, point-of-service system in promoting cardiovascular event prevention prescriptions.
- To provide physicians with evidence-based recommendations at the time of patient encounter.
Main Methods:
- A randomized controlled trial was conducted within a managed care organization.
- Patients at risk for cardiovascular events were identified via electronic data.
- Physicians in the intervention group received automated recommendations; the control group did not.
Main Results:
- A modest but statistically significant increase in angiotensin-converting enzyme inhibitor or angiotensin II receptor blocker dispensing was observed in the intervention group (7.1% vs. 5.7%, P=.048).
- No significant difference in statin dispensing rates was found between the groups.
- Logistic regression indicated an increased odds ratio for dispensed prescriptions in the intervention group.
Conclusions:
- Automated, point-of-service recommendations can modestly enhance prescription rates for cardiovascular event prevention.
- Modifying provider behavior through targeted interventions at patient encounters is challenging but can yield clinically significant long-term benefits.
Objectives:
To provide physicians with evidence-based recommendations for care at the point of service, using an automated system, and to evaluate its effectiveness in promoting prescriptions to prevent cardiovascular events.
Study Design:
Randomized controlled trial.
Methods:
Patients at risk for cardiovascular events who might benefit from angiotensin-converting enzyme inhibitors or 3-hydroxy-3-methylglutaryl coenzyme A reductase inhibitors (statins) were identified from electronic data in a managed care organization and randomly assigned into 2 groups. Physicians seeing outpatients in the intervention group were faxed a sheet with pertinent patient data, including a recommendation to prescribe the indicated medication. In the control group, the data sheet did not include the recommendation. Dispensed prescriptions were compared between groups.
Results:
More than 4000 visits were observed for each medication type. Angiotensin-converting enzyme inhibitors or angiotensin II receptor blockers were dispensed in 7.1% of visits in the intervention group versus 5.7% in the control group (P = .048) following the first patient-physician encounter. No significant difference was observed for statins (intervention, 8.1% vs control, 7.7%). Data for all patient-physician encounters and both medications were combined in logistic regression analysis. The odds ratio was 1.19 for a dispensed prescription in the intervention group and 1.54 for 2 or more visits versus 1 visit.
Conclusions:
An automated system that provides pertinent data and tailored recommendations for care at the point of service modestly increased prescription dispensing rates. Targeting patient-provider encounters to change provider behavior is challenging; however, even small effects can produce clinically important results over time.
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