Development and Optimization of the Veterans Affairs' National Heart Failure Dashboard for Population Health Management.

BACKGROUND: In 2020, the Veterans Affairs (VA) health care system deployed a heart failure (HF) dashboard for use nationally. The initial version was notably imprecise and unreliable for the identification of HF subtypes. We describe the development and subsequent optimization of the VA national HF dashboard. MATERIALS AND METHODS: This study describes the stepwise process for improving the accuracy of the VA national HF dashboard, including defining the initial dashboard, improving case definitions, using natural language processing for patient identification, and incorporating an imaging-quality hierarchy model. Optimization further included evaluating whether to require concurrent ICD-codes for inclusion in the dashboard and assessing various imaging modalities for patient characterization. RESULTS: Through multiple rounds of optimization, the dashboard accuracy (defined as the proportion of true results to the total population) was improved from 54.1% to 89.2% for the identification of HF with reduced ejection fraction (HFrEF) and from 53.9% to 88.0% for the identification of HF with preserved ejection fraction (HFpEF). To align with current guidelines, HF with mildly reduced ejection fraction (HFmrEF) was added to the dashboard output with 88.0% accuracy. CONCLUSIONS: The inclusion of an imaging-quality hierarchy model and natural-language processing algorithm improved the accuracy of the VA national HF dashboard. The revised dashboard informatics algorithm has higher use rates and improved reliability for the health management of the population.

Evaluation of Pharmacist Impact Within an Interdisciplinary Inpatient Heart Failure Consult Service.

Background: Heart failure (HF) is highly prevalent in the Veterans Affairs (VA) health care system and the leading cause of hospital discharges in the VA. Despite guideline-specific recommendations of drug therapy, many patients are not on optimal medication regimens. Objective: To examine and quantify pharmacist impact in an interdisciplinary HF consult (IC) service on increasing use of guideline-directed medical therapy (GDMT). The 30-day readmission rates before and after the implementation of an IC service are reported. Methods: This was a single-center retrospective analysis of veterans admitted with a HF diagnosis between August 2008 and August 2015 in 2 distinctive cohorts: pre-IC (August 2008 to November 2011) and IC (November 2011 to August 2015). Results: Four-hundred patients were included, with 200 in each cohort. All-cause readmissions at 30 days were not different between pre-IC and IC groups: 33.5% versus 28.5%, respectively. Secondary outcomes of HF readmission and 1-year mortality were not different between groups. Significant increases in medication use rates were observed from admission to discharge in both cohorts; however, greater increases were observed in the IC group in which the pharmacist role was clearly defined in recommending GDMT optimization, especially in patients with HF with reduced ejection fraction. Conclusion and Relevance: Although the implementation of an IC service did not significantly change 30-day readmission rates, increases in GDMT use are evident with increased pharmacist involvement. Longer-term outcomes associated with this intervention warrant future investigation.