Evidence map›Paper›PMID 38383606›Full record

ArticleEuropean heart journal. Quality of care & clinical outcomes2025

Health care utilization and the associated costs attributable to cardiovascular disease in Ireland: a cross-sectional study.

Danko Stamenic, Anthony P Fitzgerald, Katarzyna A Gajewska, Kate N O'Neill, Margaret Bermingham, Jodi Cronin, Brenda M Lynch, Sarah M O'Brien, Sheena M McHugh, Claire M Buckley and 3 more

Open access · hybridAbstract readMulticenter Study
In one paragraph

Article in European heart journal. Quality of care & clinical outcomes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.5field-weighted citation impact, top 18% of its field
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

3 citing papers in PubMed, 4 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
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

13 authors at 3 institutions in 5 countries.

Danko StamenicSchool of Public Health, University College Cork, Cork, Ireland.ORCID 0000-0001-6571-6243
Anthony P FitzgeraldSchool of Public Health, University College Cork, Cork, Ireland.
Katarzyna A GajewskaSchool of Public Health, University College Cork, Cork, Ireland.
Kate N O'NeillSchool of Public Health, University College Cork, Cork, Ireland.
Margaret BerminghamPharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland.ORCID 0000-0002-8692-1569
Jodi CroninCentre for Policy Studies, Cork University Business School, Cork, Ireland.
Brenda M LynchCentre for Policy Studies, Cork University Business School, Cork, Ireland.
Sarah M O'BrienOffice of the National Clinical Advisor and Programme Group Lead for Chronic Disease, Clinical Design & Innovation, Office of the Chief Clinical Officer, HSE South, Ireland.
Sheena M McHughSchool of Public Health, University College Cork, Cork, Ireland.
Claire M BuckleySchool of Public Health, University College Cork, Cork, Ireland.
Paul M KavanaghHSE Tobacco-Free Ireland Programme, Health Service Executive, Dublin, Ireland.ORCID 0000-0001-8576-2247
Patricia M KearneySchool of Public Health, University College Cork, Cork, Ireland.
Linda M O'KeeffeSchool of Public Health, University College Cork, Cork, Ireland.
University College Cork · IEOffice of the Director · USRoyal College of Surgeons in Ireland · IE

Funding

Irish Health Research Board SDAP-2019-030
6 · The paper itself

Abstract

backgroundCardiovascular disease (CVD) is the leading cause of mortality and disability globally. We examined healthcare service utilization and costs attributable to CVD in Ireland in the period before the introduction of a major healthcare reform in 2016.

methodsSecondary analysis of data from 8113 participants of the first wave of The Irish Longitudinal Study on Ageing. Cardiovascular disease was defined as having a self-reported doctor's diagnosis of myocardial infarction, angina, heart failure, stroke, atrial fibrillation, or transient ischaemic attack. Participants self-reported the utilization of healthcare services in the year preceding the interview. Negative binomial regression with average marginal effects (AMEs) was used to estimate the incremental number of general practitioner (GP) and outpatient department (OPD) visits, accident and emergency department attendances and hospitalizations in population with CVD relative to population without CVD. We calculated the corresponding costs at individual and population levels, by gender and age groups.

resultsThe prevalence of CVD was 18.2% (95% CI: 17.3, 19.0) Participants with CVD reported higher utilization of all healthcare services. In adjusted models, having CVD was associated with incremental 1.19 [95% confidence interval (CI): 0.99, 1.39] GP and 0.79 (95% CI: 0.65, 0.93) OPD visits. There were twice as many incremental hospitalizations in males with CVD compared to females with CVD [AME (95% CI): 0.20 (0.16, 0.23) vs. 0.10 (0.07, 0.14)]. The incremental cost of healthcare service use in population with CVD was an estimated €352.2 million (95% CI: €272.8, €431.7), 93% of which was due to use of secondary care services.

conclusionWe identified substantially increased use of healthcare services attributable to CVD in Ireland. Continued efforts aimed at CVD primary prevention and management are required.

Indexed as

Cardiovascular DiseasesHealth Care CostsPatient Acceptance of Health CareAdultAgedCross-Sectional StudiesFemaleHospitalizationHumansIrelandLongitudinal StudiesMaleMiddle AgedPrevalenceCardiovascular diseaseDirect costsHealthcare useIreland

Identifiers

PMID38383606
PMCPMC11736149
OpenAlexW4392774939

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.