@Article{info:doi/10.2196/70752,
author="Matulis 3rd, John Charles
and Greenwood, Jason
and Eberle, Michele
and Anderson, Benjamin
and Blair, David
and Chaudhry, Rajeev",
title="Implementation of an Integrated, Clinical Decision Support Tool at the Point of Antihypertensive Medication Refill Request to Improve Hypertension Management: Controlled Pre-Post Study",
journal="JMIR Med Inform",
year="2025",
month="Apr",
day="11",
volume="13",
pages="e70752",
keywords="clinical decision support systems; population health; hypertension; electronic health records",
abstract="Background: Improving processes regarding the management of electronic health record (EHR) requests for chronic antihypertensive medication renewals may represent an opportunity to enhance blood pressure (BP) management at the individual and population level. Objective: This study aimed to evaluate the effectiveness of the eRx HTN Chart Check, an integrated clinical decision support tool available at the point of antihypertensive medication refill request, in facilitating enhanced provider management of chronic hypertension. Methods: The study was conducted at two Mayo Clinic sites---Northwest Wisconsin Family Medicine and Rochester Community Internal Medicine practices---with control groups in comparable Mayo Clinic practices. The intervention integrated structured clinical data, including recent BP readings, laboratory results, and visit dates, into the electronic prescription renewal interface to facilitate prescriber decision-making regarding hypertension management. A difference-in-differences (DID) design compared pre- and postintervention hypertension control rates between the intervention and control groups. Data were collected from the Epic EHR system and analyzed using linear regression models. Results: The baseline BP control rates were slightly higher in intervention clinics. Postimplementation, no significant improvement in population-level hypertension control was observed (DID estimate: 0.07{\%}, 95{\%} CI −4.0{\%} to 4.1{\%}; P=.97). Of the 19,968 refill requests processed, 46{\%} met all monitoring criteria. However, clinician approval rates remained high (90{\%}), indicating minimal impact on prescribing behavior. Conclusions: Despite successful implementation, the tool did not significantly improve hypertension control, possibly due to competing quality initiatives and high in-basket volumes. Future iterations should focus on enhanced integration with other decision support tools and strategies to improve clinician engagement and patient outcomes. Further research is needed to optimize chronic disease management through EHR-integrated decision support systems. ",
issn="2291-9694",
doi="10.2196/70752",
url="https://medinform.jmir.org/2025/1/e70752",
url="https://doi.org/10.2196/70752"
}