Evidence map›Paper›PMID 41225042›Full record

ArticleDrugs & aging2026

Cross-Sectional Study on Factors Associated with Hyperpolypharmacy and Medication Adherence in Older Adults with Multimorbidity and Polypharmacy.

Shanthi Beglinger, Lisa Bretagne, François Volery, Cinzia Del Giovane, Katharina T Jungo, Denis O'Mahony, Sophie Marien, Anne Spinewine, Wilma Knol, Ingeborg Wilting and 2 more

Abstract readMulticenter Study
In one paragraph

Article in Drugs & aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Article
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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

12 authors.

Shanthi Beglinger *Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.ORCID 0000-0002-7965-4466
Lisa Bretagne *Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.
François VoleryDepartment of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
Cinzia Del GiovaneInstitute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.
Katharina T JungoInstitute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.
Denis O'MahonyDepartment of Medicine (Geriatrics), University College Cork and Cork University Hospital, Cork, Ireland.
Sophie MarienDepartment of Geriatrics, Cliniques Universitaires Saint-Luc, Université Catholique de Louvain, Brussels, Belgium.
Anne SpinewineLouvain Drug Research Institute, Clinical Pharmacy Research Group, Université Catholique de Louvain, Brussels, Belgium.
Wilma KnolDepartment of Geriatric Medicine and Expertise Center Pharmacotherapy in Old Persons, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Ingeborg WiltingDepartment of Clinical Pharmacy, University Medical Center Utrecht/Wilhelmina Children's Hospital, Utrecht, The Netherlands.
Nicolas RodondiInstitute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.
Christine BaumgartnerDepartment of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland. Christine.Baumgartner@insel.ch.

Funding

Horizon 2020 634238Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung SNSF 320030_188549Swiss State Secretariat for Education, Research and Innovation 15.0137
6 · The paper itself

Abstract

backgroundKnowledge of multiple medication use and medication adherence is important to assess treatment effectiveness and prevent worsening of disease, re-hospitalization, and increased healthcare costs. Limited data exist on individuals with hyperpolypharmacy (ten or more concurrent medications) and their adherence.

objectiveThe objective of the study was to identify potential factors associated with hyperpolypharmacy, and medication adherence in participants with hyperpolypharmacy, as well as explore the relationship between hyperpolypharmacy and medication adherence.

methodsThis is a cross-sectional analysis of baseline data from OPERAM, a multicenter study across four large European hospitals. Adults aged ≥ 70 years with multimorbidity and polypharmacy (five or more regular medications) were included. Demographic, clinical, and healthcare utilization data were assessed. Outcomes were hyperpolypharmacy and low/medium medication adherence (i.e., a score < 8 out of a maximum of 8) based on the Morisky Medication Adherence Scale-8 (MMAS-8

resultsOf 2005 patients with multimorbidity and polypharmacy, 1029 (51%) exhibited hyperpolypharmacy. In multivariable analyses, the following factors were significantly associated with hyperpolypharmacy: increasing number of comorbidities (p for linear trend < 0.001), nursing home residency (odds ratio [OR] 2.20, 95% confidence interval [CI] 1.42-3.41), and visits to specialists/emergency department (OR 1.60, 95% CI 1.16-2.19) or any hospitalizations (OR 1.89, 95% CI 1.42-2.52) compared with visits to primary care physicians only. In the subgroup of 978 hyperpolypharmacy-only adults with available adherence data, 517 (53%) had low/medium medication adherence. In multivariable analyses, the odds of low/medium medication adherence increased with increasing number of comorbidities (p for linear trend 0.005) but decreased with older age (OR 0.69, 95% CI 0.52-0.92 for ≥ 80 versus < 80 years) and receipt of community nurse care (OR 0.59, 95% CI 0.44-0.81).

conclusionsMore than half of older adults with hyperpolypharmacy had suboptimal medication adherence. Our findings suggest that primary care physicians may contribute to reducing hyperpolypharmacy, while introduction of community nurse visits could improve medication adherence.

Indexed as

Medication AdherenceMultimorbidityPolypharmacyAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMale

Identifiers

PMID41225042
PMCPMC12855351

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