ArticleHealth services research2017
High-Cost Users of Prescription Drugs: A Population-Based Analysis from British Columbia, Canada.
Article in Health services research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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Who cites it
11 citing papers in PubMed, 20 citations in OpenAlex.
- Do not PIMP my nursing home ride! The impact of Potentially Inappropriate Medications Prescribing on residents' emergency care use.The European journal of health economics : HEPAC : health economics in prevention and care · 2023Trial
- Characteristics of High-Cost Beneficiaries of Prescription Drugs in Kazakhstan: A Cross-Sectional Study of Outpatient Data from 2022.ClinicoEconomics and outcomes research : CEOR · 2024Article
- Predicting high health-cost users among people with cardiovascular disease using machine learning and nationwide linked social administrative datasets.Health economics review · 2023Article
- High-Cost Users of Prescription Drugs: National Health Insurance Data from South Korea.Journal of general internal medicine · 2022Observational
- Application of Bayesian network and regression method in treatment cost prediction.BMC medical informatics and decision making · 2021Article
- An Interpretable Algorithm on Post-injury Health Service Utilization Patterns to Predict Injury Outcomes.Journal of occupational rehabilitation · 2020Article
- Examining Patterns of Polypharmacy in Bipolar Disorder: Findings from the REAP-BD, Korea.Psychiatry investigation · 2019Article
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- Comparison of Canadian public medication insurance plans and the impact on out-of-pocket costs.CMAJ open · 2017Article
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Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
objectiveTo examine variation in pharmaceutical spending and patient characteristics across prescription drug user groups. DATA SOURCES: British Columbia's population-based linked administrative health and sociodemographic databases (N = 3,460,763). STUDY
designWe classified individuals into empirically derived prescription drug user groups based on pharmaceutical spending patterns outside hospitals from 2007 to 2011. We examined variation in patient characteristics, mortality, and health services usage and applied hierarchical clustering to determine patterns of concurrent drug use identifying high-cost patients. PRINCIPAL
findingsApproximately 1 in 20 British Columbians had persistently high prescription costs for 5 consecutive years, accounting for 42 percent of 2011 province-wide pharmaceutical spending. Less than 1 percent of the population experienced discrete episodes of high prescription costs; an additional 2.8 percent transitioned to or from high-cost episodes of unknown duration. Persistent high-cost users were more likely to concurrently use multiple chronic medications; episodic and transitory users spent more on specialized medicines, including outpatient cancer drugs. Cluster analyses revealed heterogeneity in concurrent medicine use within high-cost groups.
conclusionsWhether low, moderate, or high, costs of prescription drugs for most individuals are persistent over time. Policies controlling high-cost use should focus on reducing polypharmacy and encouraging price competition in drug classes used by ordinary and high-cost users alike.
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Registered trials
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