Evidence map›Paper›PMID 23211262›Full record

ArticleThe British journal of general practice : the journal of the Royal College of General Practitioners2012

Multimorbidity, polypharmacy, referrals, and adverse drug events: are we doing things well?

Amaia Calderón-Larrañaga, Beatriz Poblador-Plou, Francisca González-Rubio, Luis Andrés Gimeno-Feliu, José María Abad-Díez, Alexandra Prados-Torres

Abstract readMulticenter Study
In one paragraph

Article in The British journal of general practice : the journal of the Royal College of General Practitioners, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 125 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
125citing papers in PubMed, 10 pooled it
–field-weighted citation impact
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

125 citing papers in PubMed, 10 syntheses or guidelines pooled it.

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  18. The burden of multimorbidity in patients with systemic lupus erythematosus - single-centre analysis.Biomedical papers of the Medical Faculty of the University Palacky, Olomouc, Czechoslovakia · 2026
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65 more citing papers are in PubMed but not listed here.

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

6 authors.

Amaia Calderón-LarrañagaAragón Health Sciences Institute (IACS), IIS Aragón, Miguel Servet University Hospital, University of Zaragoza, Spain. acalderon.iacs@aragon.es
Beatriz Poblador-Plou
Francisca González-Rubio
Luis Andrés Gimeno-Feliu
José María Abad-Díez
Alexandra Prados-Torres

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe consequences of multimorbidity include polypharmacy and repeated referrals for specialised care, which may increase the risk of adverse drug events (ADEs).

aimThe objective of this study was to analyse the influence of multimorbidity, polypharmacy, and multiple referrals on the frequency of ADEs, as an indicator of therapeutic safety, in the context of a national healthcare system. DESIGN AND

settingThis was a multicentre, retrospective, observational study of 79 089 adult patients treated during 2008 in primary care centres.

methodThe explanatory patient variables sex, age, level of multimorbidity, polypharmacy, number of primary care physician visits, and number of different specialties attended were analysed. The response variable was the occurrence of ADEs. Logistic regression models were used to identify associations among the analysed variables.

resultsThe prevalence of individuals with at least one ADE was 0.88%. Multivariate analysis identified the following variables as risk factors for the occurrence of ADE in descending order of effect size: multimorbidity level (odds ratio [OR]Veryhigh/Low = 45.26; ORHigh/Low = 17.58; ORModerate/Low = 4.25), polypharmacy (OR = 1.34), female sex (OR = 1.31), number of different specialties (OR = 1.20), and number of primary care physician visits (OR = 1.01). Age, however, did not show statistical significance (OR = 1.00; 95% confidence interval = 0.996 to 1.005).

conclusionThe results of this study demonstrate that multimorbidity is strongly related to the occurrence of ADEs, insofar as it requires the intervention of multiple specialties and the prescription of multiple medications. Further research should shed light on the causal pathway between multimorbidity and increased risk of adverse events.

Indexed as

PolypharmacyAdolescentAdultAgedDrug-Related Side Effects and Adverse ReactionsFemaleHumansMaleMiddle AgedMultivariate AnalysisReferral and ConsultationRetrospective StudiesRisk FactorsSpainYoung Adult

Identifiers

PMID23211262
PMCPMC3505415

What OpenQuestion holds

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Read underepoch 390

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.