ArticleBMC family practice2014
Prescriber variation in potentially inappropriate prescribing in older populations in Ireland.
Article in BMC family practice, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Factors associated with potentially inappropriate prescriptions and barriers to medicines optimisation among older adults in primary care settings: a systematic review.Family medicine and community health · 2021Pooled it
- Trial
- Unwarranted variation in potentially inappropriate medication in general practice: a Danish nationwide register-based cohort study.BMJ open · 2026Article
- Geographic and socioeconomic differences in potentially inappropriate medication among older adults - applying a simplified analysis of individual heterogeneity and discriminatory accuracy (AIHDA) for basic comparisons of healthcare quality.BMC health services research · 2025Article
- Work accident effect on the use of psychotropic drugs: the case of benzodiazepines.Health economics review · 2023Article
- Potentially inappropriate medications (PIMs): frequency and extent of GP-related variation in PIMs: a register-based cohort study.BMJ open · 2021Article
- Detecting and Visualizing Outliers in Provider Profiling Using Funnel Plots and Mixed Effects Models-An Example from Prescription Claims Data.International journal of environmental research and public health · 2018Article
- Benzodiazepine and Z-drug prescribing in Ireland: analysis of national prescribing trends from 2005 to 2015.British journal of clinical pharmacology · 2018Article
- Variation of polypharmacy in older primary care attenders occurs at prescriber level.BMC geriatrics · 2018Article
- High-risk prescribing in an Irish primary care population: trends and variation.British journal of clinical pharmacology · 2017Article
- Pharmacoepidemiology resources in Ireland-an introduction to pharmacy claims data.European journal of clinical pharmacology · 2017Article
- [Potentially inappropriate prescribing in older Spanish population according to STOPP/START criteria (STARTREC study)].Atencion primaria · 2017Article
- Article
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Authors and funding
4 authors.
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Abstract
backgroundHealth care policy-makers look for prescribing indicators at the population level to evaluate the performance of prescribers, improve quality and control drug costs. The aim of this research was to; (i) estimate the level of variation in potentially inappropriate prescribing (PIP) across prescribers in the national Irish older population using the STOPP criteria; (ii) estimate how reliably the criteria could distinguish between prescribers in terms of their proportion of PIP and; (iii) examine how PIP varies between prescribers and by patient and prescriber characteristics in a multilevel regression model.
methods1,938 general practitioners (GPs) with 338,375 registered patients' ≥70 years were extracted from the Health Service Executive Primary Care Reimbursement Service (HSE-PCRS) pharmacy claims database. HSE-PCRS prescriptions are WHO ATC coded. Demographic data for claimants' and prescribers' are available. Thirty STOPP indicators were applied to prescription claims in 2007. Multilevel logistic regression examined how PIP varied between prescribers and by individual patient and prescriber level variables.
resultsThe unadjusted variation in PIP between prescribers was considerable (median 35%, IQR 30-40%). The STOPP criteria were reliable measures of PIP (average >0.8 reliability). The multilevel regression models found that only the patient level variable, number of different repeat drug classes was strongly associated with PIP (>2 drugs v none; adjusted OR, 4.0; 95% CI 3.7, 4.3). After adjustment for patient level variables the proportion of PIP varied fourfold (0.5 to 2 times the expected proportion) between prescribers but the majority of this variation was not significant.
conclusionPIP is of concern for all prescribers. Interventions aimed at enhancing appropriateness of prescribing should target patients taking multiple medications.
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