Publication:
Large regional variation in cardiac closure procedures to prevent ischemic stroke in Switzerland a population-based small area analysis.

cris.virtual.author-orcid0000-0003-1374-081X
cris.virtual.author-orcid0000-0001-5141-683X
cris.virtualsource.author-orcid6f8ebe8a-f6d7-4365-80e8-c07366010f2c
cris.virtualsource.author-orcid97fa3f86-b012-4935-8d41-8ddb9dcb2f91
cris.virtualsource.author-orcidc403a608-636f-425a-bc18-7bd16e49d1ec
cris.virtualsource.author-orcid404b94a0-272c-4dfa-8c64-1b2513b2f437
cris.virtualsource.author-orciddcf039b3-51b9-457e-aa4f-439d935925b3
cris.virtualsource.author-orcid8ebb2a4d-4d8e-4808-81cd-d8c722696878
cris.virtualsource.author-orcid3bddaf43-d073-4769-bb3f-0a79526c4cae
datacite.rightsopen.access
dc.contributor.authorStoller, Nina Danielle
dc.contributor.authorWertli, Maria Monika
dc.contributor.authorHaynes, Alan
dc.contributor.authorChiolero, Arnaud
dc.contributor.authorRodondi, Nicolas
dc.contributor.authorPanczak, Radoslaw
dc.contributor.authorAujesky, Drahomir
dc.date.accessioned2024-10-26T16:53:35Z
dc.date.available2024-10-26T16:53:35Z
dc.date.issued2024-01-02
dc.description.abstractBACKGROUND Percutaneous closure of a patent foramen ovale (PFO) or the left atrial appendage (LAA) are controversial procedures to prevent stroke but often used in clinical practice. We assessed the regional variation of these interventions and explored potential determinants of such a variation. METHODS We conducted a population-based analysis using patient discharge data from all Swiss hospitals from 2013-2018. We derived hospital service areas (HSAs) using patient flows for PFO and LAA closure. We calculated age-standardized mean procedure rates and variation indices (extremal quotient [EQ] and systematic component of variation [SCV]). SCV values >5.4 indicate a high and >10 a very high variation. Because the evidence on the efficacy of PFO closure may differ in patients aged <60 years and ≥60 years, age-stratified analyses were performed. We assessed the influence of potential determinants of variation using multilevel regression models with incremental adjustment for demographics, cultural/socioeconomic, health, and supply factors. RESULTS Overall, 2574 PFO and 2081 LAA closures from 10 HSAs were analyzed. The fully adjusted PFO and LAA closure rates varied from 3 to 8 and from 1 to 9 procedures per 100,000 persons per year across HSAs, respectively. The regional variation was high with respect to overall PFO closures (EQ 3.0, SCV 8.3) and very high in patients aged ≥60 years (EQ 4.0, SCV 12.3). The variation in LAA closures was very high (EQ 16.2, SCV 32.1). In multivariate analysis, women had a 28% lower PFO and a 59% lower LAA closure rate than men. French/Italian language areas had a 63% lower LAA closure rate than Swiss German speaking regions and areas with a higher proportion of privately insured patients had a 86% higher LAA closure rate. After full adjustment, 44.2% of the variance in PFO closure and 30.3% in LAA closure remained unexplained. CONCLUSIONS We found a high to very high regional variation in PFO closure and LAA closure rates within Switzerland. Several factors, including sex, language area, and insurance status, were associated with procedure rates. Overall, 30-45% of the regional procedure variation remained unexplained and most probably represents differing physician practices.
dc.description.numberOfPages17
dc.description.sponsorshipInstitut für Sozial- und Präventivmedizin (ISPM)
dc.description.sponsorshipClinic of General Internal Medicine
dc.description.sponsorshipUniversitätsklinik für Notfallmedizin
dc.description.sponsorshipUniversitätsklinik für Allgemeine Innere Medizin
dc.description.sponsorshipDepartment of Clinical Research (DCR) - Statistics & Methodology (Bütikofer)
dc.description.sponsorshipBerner Institut für Hausarztmedizin (BIHAM)
dc.identifier.doi10.48350/191123
dc.identifier.pmid38166018
dc.identifier.publisherDOI10.1371/journal.pone.0291299
dc.identifier.urihttps://boris-portal.unibe.ch/handle/20.500.12422/173002
dc.language.isoen
dc.publisherPublic Library of Science
dc.relation.ispartofPLoS ONE
dc.relation.issn1932-6203
dc.relation.organizationDCD5A442BA4CE17DE0405C82790C4DE2
dc.relation.organizationDCD5A442BDB9E17DE0405C82790C4DE2
dc.relation.organizationDCD5A442BE42E17DE0405C82790C4DE2
dc.relation.organizationDCD5A442BECFE17DE0405C82790C4DE2
dc.relation.organizationDCD5A442C058E17DE0405C82790C4DE2
dc.relation.organizationClinic of General Internal Medicine
dc.subject.ddc600 - Technology::610 - Medicine & health
dc.subject.ddc300 - Social sciences, sociology & anthropology::360 - Social problems & social services
dc.titleLarge regional variation in cardiac closure procedures to prevent ischemic stroke in Switzerland a population-based small area analysis.
dc.typearticle
dspace.entity.typePublication
dspace.file.typetext
oaire.citation.issue1
oaire.citation.startPagee0291299
oaire.citation.volume19
oairecerif.author.affiliationUniversitätsklinik für Notfallmedizin
oairecerif.author.affiliationUniversitätsklinik für Allgemeine Innere Medizin
oairecerif.author.affiliationDepartment of Clinical Research (DCR) - Statistics & Methodology (Bütikofer)
oairecerif.author.affiliationBerner Institut für Hausarztmedizin (BIHAM)
oairecerif.author.affiliationClinic of General Internal Medicine
oairecerif.author.affiliationInstitut für Sozial- und Präventivmedizin (ISPM)
oairecerif.author.affiliationClinic of General Internal Medicine
oairecerif.author.affiliation2Universitätsklinik für Allgemeine Innere Medizin
oairecerif.author.affiliation2Clinical Trials Unit Bern (CTU) - Statistics & Methodology (Bütikofer)
oairecerif.author.affiliation2Berner Institut für Hausarztmedizin (BIHAM)
oairecerif.author.affiliation2Clinic of General Internal Medicine
oairecerif.author.affiliation3Department of Clinical Research (DCR)
oairecerif.author.affiliation3Clinic of General Internal Medicine
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unibe.date.licenseChanged2024-01-05 05:01:20
unibe.description.ispublishedpub
unibe.eprints.legacyId191123
unibe.journal.abbrevTitlePLOS ONE
unibe.refereedtrue
unibe.subtype.articlejournal

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