Evidence map›Paper›PMID 41667178›Full record

ArticleBMJ open2026

Prevalence of multimorbidity and uptake of guideline-directed medicines for cardiovascular conditions in Australian hospitalised adults: a cross-sectional study.

Joshua M Inglis, Gillian E Caughey, Danny Liew, Sepehr Shakib

Abstract readMulticenter Study
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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Joshua M InglisSchool of Pharmacy and Biomedical Sciences, College of Health, Adelaide University, Adelaide, South Australia, Australia joshua.m.inglis@gmail.com.ORCID http://orcid.org/0000-0003-0486-9013
Gillian E CaugheyRegistry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia.ORCID http://orcid.org/0000-0003-1192-4121
Danny LiewFaculty of Health, Medicine and Behavioural Sciences, The University of Queensland, Brisbane, Queensland, Australia.
Sepehr ShakibSchool of Pharmacy and Biomedical Sciences, College of Health, Adelaide University, Adelaide, South Australia, Australia.ORCID http://orcid.org/0000-0002-7199-5733

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesMultimorbidity, defined as two or more chronic medical conditions, leads to the use of multiple medicines, including for cardiovascular conditions. This is associated with frailty and an increased risk of medication-related harm. Hospitalised adults have higher rates of multimorbidity and frailty compared with non-hospitalised adults. The aim of this study was to examine the use of medicines for hypertension, ischaemic heart disease and atrial fibrillation among patients with multimorbidity and frailty, who are generally not well represented in clinical trials.

designA cross-sectional study was performed of adults aged ≥45 years with inpatient admissions during an 18-month period. Regular medications prescribed at discharge and coding data were obtained from the electronic medical record and hospital datasets. PRIMARY AND SECONDARY OUTCOME MEASURES: The prevalence of multimorbidity (using coded chronic medical conditions or the RxRisk pharmaceutical comorbidity index), frailty (using hospital frailty risk score) and polypharmacy (defined as ≥5 medicines) were calculated. The uptake of medicines recommended by the Australian Therapeutic Guidelines for patients with coded hypertension, ischaemic heart disease and atrial fibrillation was also assessed.

settingTwo large acute care, teaching hospitals in Adelaide, South Australia.

participants23 980 unique patients were identified.

results69% (n=16 637) of patients had multimorbidity using the coding definition compared with 94% (n=22 620) using the pharmaceutical comorbidity score. 81% (n=19 366) had polypharmacy and 46% (n=11 091) had frailty. More than 85% of patients with hypertension were taking an antihypertensive. More than 75% of patients with ischaemic heart disease were taking an antithrombotic or a lipid-lowering agent and more than 50% were taking an agent acting on the renin-angiotensin system. Over 70% of patients with atrial fibrillation without a contraindication to anticoagulation were taking an anticoagulant. Patients with multimorbidity were 11-51% more likely to be taking an antihypertensive, antithrombotic or lipid-lowering medicine for the respective cardiovascular conditions, whereas those with frailty were 31-48% less likely to be taking guideline-directed medicines for all conditions studied.

conclusionsOver two-thirds of hospitalised patients with these cardiovascular conditions were taking at least one guideline-directed medicine. Medication use was generally more common in multimorbidity and less common in frailty. Outcomes studies are needed to quantify the risks and benefits of cardiovascular medicines in these patients.

Indexed as

Atrial FibrillationGuideline AdherenceHospitalizationHypertensionMultimorbidityMyocardial IschemiaAgedAged, 80 and overAntihypertensive AgentsCross-Sectional StudiesDrug PrescriptionsElectronic Health RecordsFemaleFibrinolytic AgentsFrailtyHospitals, TeachingAntihypertensive AgentsFibrinolytic AgentsHypolipidemic AgentsCardiovascular DiseaseDrug UtilizationFrailtyMultimorbidityPolypharmacy

Identifiers

PMID41667178
PMCPMC12911732

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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.