ArticleThe Annals of pharmacotherapy2017
Prevalence and Geographic Variations of Polypharmacy Among West Virginia Medicaid Beneficiaries.
Article in The Annals of pharmacotherapy, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.
- Prevalence and factors associated with polypharmacy: a systematic review and Meta-analysis.BMC geriatrics · 2022Pooled it
- Trial
- Evaluation of polypharmacy and potentially inappropriate medication use among geriatric individuals aged 80 years and older.BMC geriatrics · 2026Article
- Sociodemographic determinants and comorbidities associated with polypharmacy among the adult population in Korea: a nationwide claim analysis.Korean journal of family medicine · 2026Article
- Polypharmacy and Its Spatial Clustering in Japan: An Ecological Study of the Standardized Polypharmacy Ratio.Cureus · 2025Article
- Association of individual and community-level socioeconomic status and education with medication use: a multilevel analysis in the PERSIAN cohort.BMC public health · 2025Article
- Polypharmacy Prevalence Among Older Adults Based on the Survey of Health, Ageing and Retirement in Europe: An Update.Journal of clinical medicine · 2025Article
- Article
- Patterns of patients with polypharmacy in adult population from Korea.Scientific reports · 2022Article
- Prevalence and factors associated with potentially inappropriate medication use in older medicare beneficiaries with cancer.Research in social & administrative pharmacy : RSAP · 2020Article
- Healthcare Utilization and Expenditures in Working-Age Adults with Atrial Fibrillation: The Effect of Switching from Warfarin to Non-Vitamin K Oral Anticoagulants.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2018Article
- Who self-medicates? Results from structural equation modeling in the Greater Paris area, France.PloS one · 2018Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundWest Virginia (WV) residents are at high risk for polypharmacy given its considerable chronic disease burdens.
objectiveTo evaluate the prevalence, correlates, outcomes, and geographic variations of polypharmacy among WV Medicaid beneficiaries.
methodsIn this cross-sectional study, we analyzed 2009-2010 WV Medicaid fee-for-service (FFS) claims data for adults aged 18-64 (N=37,570). We defined polypharmacy as simultaneous use of drugs from five or more different drug classes on a daily basis for at least 60 consecutive days in one year. Multilevel logistic regression was used to explore the individual- and county-level factors associated with polypharmacy. Its relationship with healthcare utilization was assessed using negative binomial regression and logistic regression. The univariate local indicators of spatial association method was applied to explore spatial patterns of polypharmacy in WV.
resultsThe prevalence of polypharmacy among WV Medicaid beneficiaries was 44.6%. High-high clusters of polypharmacy were identified in southern WV, indicating counties with above-average prevalence surrounded by counties with above-average prevalence. Polypharmacy was associated with being older, female, eligible for Medicaid due to cash assistance or medical eligibility, having any chronic conditions or more chronic conditions, and living in a county with lower levels of education. Polypharmacy was associated with more hospitalizations, emergency department visits, and outpatient visits, as well as higher non-drug medical expenditures.
conclusionsPolypharmacy was prevalent among WV Medicaid beneficiaries and was associated with substantial healthcare utilization and expenditures. The clustering of high prevalence of polypharmacy in southern WV may suggest targeted strategies to reduce polypharmacy burden in these areas.
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