{"title":"Identifying and characterizing commercially insured patients with HFpEF with high vs low health care resource utilization.","authors":"Jacob Earl, Laura A Hart, Ryan N Hansen","doi":"10.18553/jmcp.2025.31.8.741","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Heart failure with preserved ejection fraction (HFpEF) represents half of all HF diagnoses and is a growing public health concern. Despite therapeutic advancements, HFpEF contributes to substantial health care resource utilization (HCRU) and costs. Characterizing these measures and identifying potential associations in HFpEF is needed.</p><p><strong>Objective: </strong>To characterize the HCRU and costs among the bottom 10th and top 90th percentiles of total health care cost, examine associations of belonging to the 90th percentile, and analyze trends over time.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study using the Merative MarketScan database to examine commercially insured adults diagnosed with HFpEF from 2014 to 2021. HCRU and costs were estimated using a Cox proportional hazards model and Kaplan-Meier sample average techniques, bootstrapping was applied to generate credible intervals. Predictors of high HCRU were identified using a multivariable logistic regression model.</p><p><strong>Results: </strong>We had 24,071 eligible participants. The HCRU among the 90th percentile possessed an annual incremental average of 13 emergency department/urgent care visits, 3 inpatient admissions, and 30 days in the hospital. Total health care costs of the 90th percentile were $378,880 higher on average than the 10th percentile. Both cohorts experienced the highest HCRU and costs the first month after diagnosis. Credible intervals of total costs from bootstrapping overlapped from 2014 to 2021. Baseline characteristics associated with the 90th percentile included female sex (odds ratio [OR] = 1.13; 95% CI = 1.1-1.2), a Charlson comorbidity index (CCI) score of 2 (OR = 3.28; 95% CI = 3.0-3.6), and a CCI score greater than 2 (OR = 18.81; 95% CI = 16.9-20.9). Comorbidities associated with the 90th percentile included atrial fibrillation (OR = 3.51; 95% CI = 2.8-4.4), loop diuretics (OR = 2.18; 95% CI = 2.0-2.4), angiotensin receptor-neprilysin inhibitor (OR = 1.89; 95% CI = 1.1-3.2), and sodium-glucose cotransporter-2 inhibitors (OR = 4.48; 95% CI = 3.0-6.7). Comorbidities associated with the 10th percentile included diabetes (OR = 0.53; 95% CI = 0.4-0.7), hypertension (OR = 0.71; 95% CI = 0.6-0.8), and chronic kidney disease (OR = 0.63; 95% CI = 0.4-0.9). Interactions indicating multiple comorbidities were significant.</p><p><strong>Conclusions: </strong>Significant differences in HCRU exist between high- and low-cost patients with HFpEF. However, both groups experienced their highest utilization the first month after diagnosis. Total costs remained consistent from 2014 to 2022. Strategies to reduce the risk of HFpEF onset are essential for lowering health care expenditures. Future research is needed to examine the impact of access to newer therapies.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":"31 8","pages":"741-751"},"PeriodicalIF":2.9000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12288719/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of managed care & specialty pharmacy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.18553/jmcp.2025.31.8.741","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Heart failure with preserved ejection fraction (HFpEF) represents half of all HF diagnoses and is a growing public health concern. Despite therapeutic advancements, HFpEF contributes to substantial health care resource utilization (HCRU) and costs. Characterizing these measures and identifying potential associations in HFpEF is needed.
Objective: To characterize the HCRU and costs among the bottom 10th and top 90th percentiles of total health care cost, examine associations of belonging to the 90th percentile, and analyze trends over time.
Methods: We conducted a retrospective cohort study using the Merative MarketScan database to examine commercially insured adults diagnosed with HFpEF from 2014 to 2021. HCRU and costs were estimated using a Cox proportional hazards model and Kaplan-Meier sample average techniques, bootstrapping was applied to generate credible intervals. Predictors of high HCRU were identified using a multivariable logistic regression model.
Results: We had 24,071 eligible participants. The HCRU among the 90th percentile possessed an annual incremental average of 13 emergency department/urgent care visits, 3 inpatient admissions, and 30 days in the hospital. Total health care costs of the 90th percentile were $378,880 higher on average than the 10th percentile. Both cohorts experienced the highest HCRU and costs the first month after diagnosis. Credible intervals of total costs from bootstrapping overlapped from 2014 to 2021. Baseline characteristics associated with the 90th percentile included female sex (odds ratio [OR] = 1.13; 95% CI = 1.1-1.2), a Charlson comorbidity index (CCI) score of 2 (OR = 3.28; 95% CI = 3.0-3.6), and a CCI score greater than 2 (OR = 18.81; 95% CI = 16.9-20.9). Comorbidities associated with the 90th percentile included atrial fibrillation (OR = 3.51; 95% CI = 2.8-4.4), loop diuretics (OR = 2.18; 95% CI = 2.0-2.4), angiotensin receptor-neprilysin inhibitor (OR = 1.89; 95% CI = 1.1-3.2), and sodium-glucose cotransporter-2 inhibitors (OR = 4.48; 95% CI = 3.0-6.7). Comorbidities associated with the 10th percentile included diabetes (OR = 0.53; 95% CI = 0.4-0.7), hypertension (OR = 0.71; 95% CI = 0.6-0.8), and chronic kidney disease (OR = 0.63; 95% CI = 0.4-0.9). Interactions indicating multiple comorbidities were significant.
Conclusions: Significant differences in HCRU exist between high- and low-cost patients with HFpEF. However, both groups experienced their highest utilization the first month after diagnosis. Total costs remained consistent from 2014 to 2022. Strategies to reduce the risk of HFpEF onset are essential for lowering health care expenditures. Future research is needed to examine the impact of access to newer therapies.
期刊介绍:
JMCP welcomes research studies conducted outside of the United States that are relevant to our readership. Our audience is primarily concerned with designing policies of formulary coverage, health benefit design, and pharmaceutical programs that are based on evidence from large populations of people. Studies of pharmacist interventions conducted outside the United States that have already been extensively studied within the United States and studies of small sample sizes in non-managed care environments outside of the United States (e.g., hospitals or community pharmacies) are generally of low interest to our readership. However, studies of health outcomes and costs assessed in large populations that provide evidence for formulary coverage, health benefit design, and pharmaceutical programs are of high interest to JMCP’s readership.