Evidence map›Paper›PMID 27087391›Full record

ArticleHealth services research2017

High-Cost Users of Prescription Drugs: A Population-Based Analysis from British Columbia, Canada.

Deirdre Weymann, Kate Smolina, Emilie J Gladstone, Steven G Morgan

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.6field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 20 citations in OpenAlex.

  1. 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 · 2023
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Deirdre WeymannUniversity of British Columbia (UBC) School of Population and Public Health, Vancouver, BC, Canada.
Kate SmolinaUniversity of British Columbia (UBC) School of Population and Public Health, Vancouver, BC, Canada.
Emilie J GladstoneUniversity of British Columbia (UBC) School of Population and Public Health, Vancouver, BC, Canada.
Steven G MorganUniversity of British Columbia (UBC) School of Population and Public Health, Vancouver, BC, Canada.
University of British Columbia · CA

Funding

CIHR DCO150GP
6 · The paper itself

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.

Indexed as

AdolescentAdultAgedAged, 80 and overAge FactorsAmbulatory CareAntineoplastic AgentsBritish ColumbiaChildChild, PreschoolChronic DiseaseDelivery of Health CareDrug CostsHospitalsHumansInfantAntineoplastic AgentsPrescription Drugshigh-cost userspopulation-based analysisPrescription drug costs

Identifiers

PMID27087391
PMCPMC5346502
OpenAlexW2335787940

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.