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High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada
OBJECTIVE: To 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 DESIGN: We classified individuals int...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5346502/ https://www.ncbi.nlm.nih.gov/pubmed/27087391 http://dx.doi.org/10.1111/1475-6773.12492 |
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author | Weymann, Deirdre Smolina, Kate Gladstone, Emilie J. Morgan, Steven G. |
author_facet | Weymann, Deirdre Smolina, Kate Gladstone, Emilie J. Morgan, Steven G. |
author_sort | Weymann, Deirdre |
collection | PubMed |
description | OBJECTIVE: To 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 DESIGN: We 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 FINDINGS: Approximately 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. CONCLUSIONS: Whether 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. |
format | Online Article Text |
id | pubmed-5346502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-53465022018-04-01 High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada Weymann, Deirdre Smolina, Kate Gladstone, Emilie J. Morgan, Steven G. Health Serv Res Costs and Expenditures OBJECTIVE: To 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 DESIGN: We 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 FINDINGS: Approximately 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. CONCLUSIONS: Whether 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. John Wiley and Sons Inc. 2016-04-18 2017-04 /pmc/articles/PMC5346502/ /pubmed/27087391 http://dx.doi.org/10.1111/1475-6773.12492 Text en © 2016 The Authors. Health Services Research published by Wiley Periodicals, Inc. on behalf of Health Research and Educational Trust This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Costs and Expenditures Weymann, Deirdre Smolina, Kate Gladstone, Emilie J. Morgan, Steven G. High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title | High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title_full | High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title_fullStr | High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title_full_unstemmed | High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title_short | High‐Cost Users of Prescription Drugs: A Population‐Based Analysis from British Columbia, Canada |
title_sort | high‐cost users of prescription drugs: a population‐based analysis from british columbia, canada |
topic | Costs and Expenditures |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5346502/ https://www.ncbi.nlm.nih.gov/pubmed/27087391 http://dx.doi.org/10.1111/1475-6773.12492 |
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