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Accepted for/Published in: JMIR Medical Informatics

Date Submitted: Jan 1, 2025
Open Peer Review Period: Jan 30, 2025 - Mar 27, 2025
Date Accepted: Mar 15, 2025
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Implementation of an Integrated, Clinical Decision Support Tool at the Point of Antihypertensive Medication Refill Request to Improve Hypertension Management: Controlled Pre-Post Study

Matulis JC 3rd, Greenwood J, Eberle M, Anderson B, Blair D, Chaudhry R

Implementation of an Integrated, Clinical Decision Support Tool at the Point of Antihypertensive Medication Refill Request to Improve Hypertension Management: Controlled Pre-Post Study

JMIR Med Inform 2025;13:e70752

DOI: 10.2196/70752

PMID: 40215469

PMCID: 12007840

Implementation of an integrated, clinical decision support tool at the point of antihypertensive medication refill request to improve hypertension management

  • John Charles Matulis 3rd; 
  • Jason Greenwood; 
  • Michele Eberle; 
  • Benjamin Anderson; 
  • David Blair; 
  • Rajeev Chaudhry

ABSTRACT

Background:

Improved processes around the management of Electronic Health Record (EHR) requests for chronic antihypertensive medication renewals may represent an opportunity to improve blood pressure 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, to facilitate enhanced provider management of chronic hypertension.

Methods:

The study was conducted at 2 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 blood pressure readings, lab results, and visit dates, into the electronic prescription renewal interface to facilitate prescriber decision making around hypertension management. A Difference-in-Differences (DID) design compared pre- and post-intervention hypertension control rates in the intervention and control groups. Data were collected from the Epic EHR system and analyzed using linear regression models.

Results:

The baseline blood pressure control rates were slightly higher in intervention clinics. Post-implementation, no significant improvement in population-level hypertension control was observed (DID estimate: 0.07%, 95% CI: -4.0% to 4.1%; p = 0.973). Of the 19,968 refill requests processed, 46% passed all monitoring criteria. However, clinician approval rates remained high (90%), indicating minimal impact on prescribing behavior.

Conclusions:

Despite successful implementation of the eRx HTN Chart check tool, exposed practices did not see significant improvements in 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. Clinical Trial: N/A


 Citation

Please cite as:

Matulis JC 3rd, Greenwood J, Eberle M, Anderson B, Blair D, Chaudhry R

Implementation of an Integrated, Clinical Decision Support Tool at the Point of Antihypertensive Medication Refill Request to Improve Hypertension Management: Controlled Pre-Post Study

JMIR Med Inform 2025;13:e70752

DOI: 10.2196/70752

PMID: 40215469

PMCID: 12007840

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