Embedding a State-Wide Prescription Drug Monitoring Program into the Electronic Health Record.

A new FHIR-based (fast healthcare interoperability resource), EHR-integrated (electronic health record) application was created that embeds directly into prescribers' workflows. The intervention automatically performs MME (morphine milligram equivalent) calculations, highlights unsafe thresholds, while also presenting controlled-substance medications each patient is using. Using this intervention, the number of clinicians who have checked a patient's controlled substance prescription data has increased 57.

Developing and Validating a Model for Detecting Longitudinal Inconsistencies in the Electronic Problem List.

Clinicians from different care settings can distort the problem list from conveying a patient's actual health status, affecting quality and patient safety. To measure this effect, a reference standard was built to derive a problem-list based model. Real-world problem lists were used to derive an ideal categorization cutoff score.

Electronic problem lists: a thematic analysis of a systematic literature review to identify aspects critical to success.

Objective: Problem list data is a driving force for many beneficial clinical tools, yet these data remain underutilized. We performed a systematic literature review, pulling insights from previous research, aggregating insights into themes, and distilling themes into actionable advice. We sought to learn what changes we could make to existing applications, to the clinical workflow, and to clinicians' perceptions that would improve problem list utilization and increase the prevalence of problems data in the electronic medical record.

Problem management module: an innovative system to improve problem list workflow.

Electronic problem lists are essential to modern health record systems, with a primary goal to serve as the repository of a patient's current health issues. Additionally, coded problems can be used to drive downstream activities such as decision support, evidence-based medicine, billing, and cohort generation for research. Meaningful Use also requires use of a coded problem list.