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Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland
INTRODUCTION: There is a substantial geographical variation in the rates of pacemaker (PM), implantable cardioverter defibrillator (ICD), and cardiac resynchronization therapy (CRT) device implantation across European countries. We assessed the extent of regional variation and potential determinants...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849475/ https://www.ncbi.nlm.nih.gov/pubmed/35171922 http://dx.doi.org/10.1371/journal.pone.0262959 |
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author | Bolt, Lucy Wertli, Maria M. Haynes, Alan G. Rodondi, Nicolas Chiolero, Arnaud Panczak, Radoslaw Aujesky, Drahomir |
author_facet | Bolt, Lucy Wertli, Maria M. Haynes, Alan G. Rodondi, Nicolas Chiolero, Arnaud Panczak, Radoslaw Aujesky, Drahomir |
author_sort | Bolt, Lucy |
collection | PubMed |
description | INTRODUCTION: There is a substantial geographical variation in the rates of pacemaker (PM), implantable cardioverter defibrillator (ICD), and cardiac resynchronization therapy (CRT) device implantation across European countries. We assessed the extent of regional variation and potential determinants of such variation. METHODS: We conducted a population-based analysis using discharge data for PM/ICD/CRT implantations from all Swiss acute care hospitals during 2013–2016. We derived hospital service areas (HSA) by analyzing patient flows. We calculated age- and sex-standardized rates and quantified variation using the extremal quotient (EQ) and the systemic component of variation (SCV). We estimated the reduction in variance of crude implantation rates across HSAs using multilevel regression models, with incremental adjustment for age and sex, language, socioeconomic factors, population health, diabetes mellitus, and the density of cardiologists on the HSA level. RESULTS: We analyzed implantations of 8129 PM, 1461 ICD, and 1411 CRT from 25 Swiss HSAs. The mean age- and sex-standardized implantation rate was 29 (range 8–57) per 100,000 persons for PM, 5 (1–9) for ICD, and 5 (2–8) for CRT. There was a very high variation in PM (EQ 7.0; SCV 12.6) and ICD (EQ 7.2; SCV 11.3) and a high variation in CRT implantation rates (EQ 3.9; SCV 7.1) across HSAs. Adjustments for age and sex, language, socioeconomic factors, population health, diabetes mellitus, and density of cardiologists explained 94% of the variance in ICD and 87.5% of the variance in CRT implantation rates, but only 36.3% of the variance in PM implantation rates. Women had substantially lower PM/ICD/CRT implantation rates than men. CONCLUSION: Switzerland has a very high regional variation in PM/ICD implantation and a high variation in CRT implantation rates. Women had substantially lower implantation rates than men. A large share of the variation in PM procedure rates remained unexplained which might reflect variations in physicians’ preferences and practices. |
format | Online Article Text |
id | pubmed-8849475 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-88494752022-02-17 Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland Bolt, Lucy Wertli, Maria M. Haynes, Alan G. Rodondi, Nicolas Chiolero, Arnaud Panczak, Radoslaw Aujesky, Drahomir PLoS One Research Article INTRODUCTION: There is a substantial geographical variation in the rates of pacemaker (PM), implantable cardioverter defibrillator (ICD), and cardiac resynchronization therapy (CRT) device implantation across European countries. We assessed the extent of regional variation and potential determinants of such variation. METHODS: We conducted a population-based analysis using discharge data for PM/ICD/CRT implantations from all Swiss acute care hospitals during 2013–2016. We derived hospital service areas (HSA) by analyzing patient flows. We calculated age- and sex-standardized rates and quantified variation using the extremal quotient (EQ) and the systemic component of variation (SCV). We estimated the reduction in variance of crude implantation rates across HSAs using multilevel regression models, with incremental adjustment for age and sex, language, socioeconomic factors, population health, diabetes mellitus, and the density of cardiologists on the HSA level. RESULTS: We analyzed implantations of 8129 PM, 1461 ICD, and 1411 CRT from 25 Swiss HSAs. The mean age- and sex-standardized implantation rate was 29 (range 8–57) per 100,000 persons for PM, 5 (1–9) for ICD, and 5 (2–8) for CRT. There was a very high variation in PM (EQ 7.0; SCV 12.6) and ICD (EQ 7.2; SCV 11.3) and a high variation in CRT implantation rates (EQ 3.9; SCV 7.1) across HSAs. Adjustments for age and sex, language, socioeconomic factors, population health, diabetes mellitus, and density of cardiologists explained 94% of the variance in ICD and 87.5% of the variance in CRT implantation rates, but only 36.3% of the variance in PM implantation rates. Women had substantially lower PM/ICD/CRT implantation rates than men. CONCLUSION: Switzerland has a very high regional variation in PM/ICD implantation and a high variation in CRT implantation rates. Women had substantially lower implantation rates than men. A large share of the variation in PM procedure rates remained unexplained which might reflect variations in physicians’ preferences and practices. Public Library of Science 2022-02-16 /pmc/articles/PMC8849475/ /pubmed/35171922 http://dx.doi.org/10.1371/journal.pone.0262959 Text en © 2022 Bolt et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bolt, Lucy Wertli, Maria M. Haynes, Alan G. Rodondi, Nicolas Chiolero, Arnaud Panczak, Radoslaw Aujesky, Drahomir Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title | Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title_full | Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title_fullStr | Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title_full_unstemmed | Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title_short | Variation in regional implantation patterns of cardiac implantable electronic device in Switzerland |
title_sort | variation in regional implantation patterns of cardiac implantable electronic device in switzerland |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8849475/ https://www.ncbi.nlm.nih.gov/pubmed/35171922 http://dx.doi.org/10.1371/journal.pone.0262959 |
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