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Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis
BACKGROUND: Compared to other OECD countries, Switzerland has the highest rates of hip (HA) and knee arthroplasty (KA). OBJECTIVE: We assessed the regional variation in HA/KA rates and potential determinants of variation in Switzerland. METHODS: We conducted a population-based analysis using dischar...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7505431/ https://www.ncbi.nlm.nih.gov/pubmed/32956363 http://dx.doi.org/10.1371/journal.pone.0238287 |
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author | Wertli, Maria M. Schlapbach, Judith M. Haynes, Alan G. Scheuter, Claudia Jegerlehner, Sabrina N. Panczak, Radoslaw Chiolero, Arnaud Rodondi, Nicolas Aujesky, Drahomir |
author_facet | Wertli, Maria M. Schlapbach, Judith M. Haynes, Alan G. Scheuter, Claudia Jegerlehner, Sabrina N. Panczak, Radoslaw Chiolero, Arnaud Rodondi, Nicolas Aujesky, Drahomir |
author_sort | Wertli, Maria M. |
collection | PubMed |
description | BACKGROUND: Compared to other OECD countries, Switzerland has the highest rates of hip (HA) and knee arthroplasty (KA). OBJECTIVE: We assessed the regional variation in HA/KA rates and potential determinants of variation in Switzerland. METHODS: We conducted a population-based analysis using discharge data from all Swiss hospitals during 2013–2016. We derived hospital service areas (HSAs) by analyzing patient flows. We calculated age-/sex-standardized procedure rates and measures of variation (the extremal quotient [EQ, highest divided by lowest rate] and the systemic component of variation [SCV]). We estimated the reduction in variance of HA/KA rates across HSAs in multilevel regression models, with incremental adjustment for procedure year, age, sex, language, urbanization, socioeconomic factors, burden of disease, and the number of orthopedic surgeons. RESULTS: Overall, 69,578 HA and 69,899 KA from 55 HSAs were analyzed. The mean age-/sex-standardized HA rate was 265 (range 179–342) and KA rate was 256 (range 186–378) per 100,000 persons and increased over time. The EQ was 1.9 for HA and 2.5 for KA. The SCV was 2.0 for HA and 2.2 for KA, indicating a low variation across HSAs. When adjusted for procedure year and demographic, cultural, and sociodemographic factors, the models explained 75% of the variance in HA and 63% in KA across Swiss HSAs. CONCLUSION: Switzerland has high HA/KA rates with a modest regional variation, suggesting that the threshold to perform HA/KA may be uniformly low across regions. One third of the variation remained unexplained and may, at least in part, represent differing physician beliefs and attitudes towards joint arthroplasty. |
format | Online Article Text |
id | pubmed-7505431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75054312020-09-30 Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis Wertli, Maria M. Schlapbach, Judith M. Haynes, Alan G. Scheuter, Claudia Jegerlehner, Sabrina N. Panczak, Radoslaw Chiolero, Arnaud Rodondi, Nicolas Aujesky, Drahomir PLoS One Research Article BACKGROUND: Compared to other OECD countries, Switzerland has the highest rates of hip (HA) and knee arthroplasty (KA). OBJECTIVE: We assessed the regional variation in HA/KA rates and potential determinants of variation in Switzerland. METHODS: We conducted a population-based analysis using discharge data from all Swiss hospitals during 2013–2016. We derived hospital service areas (HSAs) by analyzing patient flows. We calculated age-/sex-standardized procedure rates and measures of variation (the extremal quotient [EQ, highest divided by lowest rate] and the systemic component of variation [SCV]). We estimated the reduction in variance of HA/KA rates across HSAs in multilevel regression models, with incremental adjustment for procedure year, age, sex, language, urbanization, socioeconomic factors, burden of disease, and the number of orthopedic surgeons. RESULTS: Overall, 69,578 HA and 69,899 KA from 55 HSAs were analyzed. The mean age-/sex-standardized HA rate was 265 (range 179–342) and KA rate was 256 (range 186–378) per 100,000 persons and increased over time. The EQ was 1.9 for HA and 2.5 for KA. The SCV was 2.0 for HA and 2.2 for KA, indicating a low variation across HSAs. When adjusted for procedure year and demographic, cultural, and sociodemographic factors, the models explained 75% of the variance in HA and 63% in KA across Swiss HSAs. CONCLUSION: Switzerland has high HA/KA rates with a modest regional variation, suggesting that the threshold to perform HA/KA may be uniformly low across regions. One third of the variation remained unexplained and may, at least in part, represent differing physician beliefs and attitudes towards joint arthroplasty. Public Library of Science 2020-09-21 /pmc/articles/PMC7505431/ /pubmed/32956363 http://dx.doi.org/10.1371/journal.pone.0238287 Text en © 2020 Wertli et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Wertli, Maria M. Schlapbach, Judith M. Haynes, Alan G. Scheuter, Claudia Jegerlehner, Sabrina N. Panczak, Radoslaw Chiolero, Arnaud Rodondi, Nicolas Aujesky, Drahomir Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title | Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title_full | Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title_fullStr | Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title_full_unstemmed | Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title_short | Regional variation in hip and knee arthroplasty rates in Switzerland: A population-based small area analysis |
title_sort | regional variation in hip and knee arthroplasty rates in switzerland: a population-based small area analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7505431/ https://www.ncbi.nlm.nih.gov/pubmed/32956363 http://dx.doi.org/10.1371/journal.pone.0238287 |
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