Evidence map›Paper›PMID 41638728›Full record

ArticleBMJ open2026

Unwarranted variation in potentially inappropriate medication in general practice: a Danish nationwide register-based cohort study.

Amanda Paust, Claus Høstrup Vestergaard, Ina Grønkjær Laugesen, Flemming Bro, Anna Mygind, Nynne Bech Utoft, Anders Prior

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Amanda PaustResearch Unit for General Practice, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-4983-2268
Claus Høstrup VestergaardResearch Unit for General Practice, Aarhus, Denmark.ORCID http://orcid.org/0000-0003-2916-1548
Ina Grønkjær LaugesenResearch Unit for General Practice, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-1101-4032
Flemming BroResearch Unit for General Practice, Aarhus, Denmark.ORCID http://orcid.org/0000-0001-5011-950X
Anna MygindResearch Unit for General Practice, Aarhus, Denmark.ORCID http://orcid.org/0000-0002-9323-525X
Nynne Bech UtoftDepartment of Clinical Medicine, Aarhus Universitet, Silkeborg, Denmark.ORCID http://orcid.org/0000-0001-9353-3946
Anders PriorResearch Unit for General Practice, Aarhus, Denmark anders.prior@ph.au.dk.ORCID http://orcid.org/0000-0003-4053-3701

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo examine how the population composition, practice organisation and geographical context of general practice clinics are associated with unwarranted variation in prescribing patterns (variation not explained by patient characteristics), using potentially inappropriate medication (PIM) as an indicator of treatment quality.

designA nationwide register-based cohort study. SETTING AND POPULATION: Data on eligible general practice clinics (1703 clinics) in Denmark and their listed patient populations (4 369 915 individuals) were collected from 1 January to 31 December 2021.

main outcome measuresUnwarranted variation in PIM was estimated using the clinics' PIM propensity. PIM propensity in clinics was defined as the ratio between observed and expected PIM incidence among listed patients and was stratified into indicators of underprescribing and overprescribing.

resultsThe results demonstrate a 13% difference in PIM propensity between clinics with the highest propensity (90th percentile) and the lowest propensity (10th percentile). When stratifying by underprescribing and overprescribing, we found a relative difference of 12% for underprescribing and 50% for overprescribing between the two groups. Clinics serving male-dominated populations (>55% men 1.11, 95% CI 1.08 to 1.14) and more socially deprived patient populations (deprivation index >40 10.11, 95% CI 1.08 to 1.14) had a higher propensity for overprescribing. Organisational factors associated with overprescribing included single-handed practices (1.08, 95% CI 1.06 to 1.10), smaller patient lists (<1500 patients: 1.07, 95% CI 1.05 to 1.09) and shorter organisational longevity (<10 years: 1.04, 95% CI 1.02 to 1.06). The propensities for underprescribing and overprescribing varied between the regional administration of clinics and increased with increasing urbanisation (>100 000 citizens: 1.04, 95% CI 1.02 to 1.07). In contrast, disease burden and age distribution in listed patients appeared to have no clinically relevant association with PIM propensity.

conclusionsThis study indicates unwarranted variation in the medical treatment quality, primarily related to overprescribing. Inferior treatment quality was associated with patient composition, practice organisation and geographical context. This emphasises a need for new strategies to address the inverse care law and enhance patient safety.

Indexed as

General PracticeInappropriate PrescribingPotentially Inappropriate Medication ListPractice Patterns, Physicians'AdolescentAdultAgedAged, 80 and overChildCohort StudiesDenmarkFemaleHumansInfantMaleMiddle AgedCross-Sectional StudiesDrug TherapyEPIDEMIOLOGIC STUDIESPolypharmacyPrimary Health CareQuality in health care

Identifiers

PMID41638728
PMCPMC12887461

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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.