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Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data

BACKGROUND: Health care spending increases sharply at the end of life. Little is known about variation of cost of end of life care between regions and the drivers of such variation. We studied small-area patterns of cost of care in the last year of life in Switzerland. METHODS: We used mandatory hea...

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Autores principales: Panczak, Radoslaw, Luta, Xhyljeta, Maessen, Maud, Stuck, Andreas E., Berlin, Claudia, Schmidlin, Kurt, Reich, Oliver, von Wyl, Viktor, Goodman, David C., Egger, Matthias, Zwahlen, Marcel, Clough-Gorr, Kerri M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5266421/
https://www.ncbi.nlm.nih.gov/pubmed/27579912
http://dx.doi.org/10.1097/MLR.0000000000000634
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author Panczak, Radoslaw
Luta, Xhyljeta
Maessen, Maud
Stuck, Andreas E.
Berlin, Claudia
Schmidlin, Kurt
Reich, Oliver
von Wyl, Viktor
Goodman, David C.
Egger, Matthias
Zwahlen, Marcel
Clough-Gorr, Kerri M.
author_facet Panczak, Radoslaw
Luta, Xhyljeta
Maessen, Maud
Stuck, Andreas E.
Berlin, Claudia
Schmidlin, Kurt
Reich, Oliver
von Wyl, Viktor
Goodman, David C.
Egger, Matthias
Zwahlen, Marcel
Clough-Gorr, Kerri M.
author_sort Panczak, Radoslaw
collection PubMed
description BACKGROUND: Health care spending increases sharply at the end of life. Little is known about variation of cost of end of life care between regions and the drivers of such variation. We studied small-area patterns of cost of care in the last year of life in Switzerland. METHODS: We used mandatory health insurance claims data of individuals who died between 2008 and 2010 to derive cost of care. We used multilevel regression models to estimate differences in costs across 564 regions of place of residence, nested within 71 hospital service areas. We examined to what extent variation was explained by characteristics of individuals and regions, including measures of health care supply. RESULTS: The study population consisted of 113,277 individuals. The mean cost of care during last year of life was 32.5k (thousand) Swiss Francs per person (SD=33.2k). Cost differed substantially between regions after adjustment for patient age, sex, and cause of death. Variance was reduced by 52%–95% when we added individual and regional characteristics, with a strong effect of language region. Measures of supply of care did not show associations with costs. Remaining between and within hospital service area variations were most pronounced for older females and least for younger individuals. CONCLUSIONS: In Switzerland, small-area analysis revealed variation of cost of care during the last year of life according to linguistic regions and unexplained regional differences for older women. Cultural factors contribute to the delivery and utilization of health care during the last months of life and should be considered by policy makers.
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spelling pubmed-52664212017-02-08 Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data Panczak, Radoslaw Luta, Xhyljeta Maessen, Maud Stuck, Andreas E. Berlin, Claudia Schmidlin, Kurt Reich, Oliver von Wyl, Viktor Goodman, David C. Egger, Matthias Zwahlen, Marcel Clough-Gorr, Kerri M. Med Care Original Articles BACKGROUND: Health care spending increases sharply at the end of life. Little is known about variation of cost of end of life care between regions and the drivers of such variation. We studied small-area patterns of cost of care in the last year of life in Switzerland. METHODS: We used mandatory health insurance claims data of individuals who died between 2008 and 2010 to derive cost of care. We used multilevel regression models to estimate differences in costs across 564 regions of place of residence, nested within 71 hospital service areas. We examined to what extent variation was explained by characteristics of individuals and regions, including measures of health care supply. RESULTS: The study population consisted of 113,277 individuals. The mean cost of care during last year of life was 32.5k (thousand) Swiss Francs per person (SD=33.2k). Cost differed substantially between regions after adjustment for patient age, sex, and cause of death. Variance was reduced by 52%–95% when we added individual and regional characteristics, with a strong effect of language region. Measures of supply of care did not show associations with costs. Remaining between and within hospital service area variations were most pronounced for older females and least for younger individuals. CONCLUSIONS: In Switzerland, small-area analysis revealed variation of cost of care during the last year of life according to linguistic regions and unexplained regional differences for older women. Cultural factors contribute to the delivery and utilization of health care during the last months of life and should be considered by policy makers. Lippincott Williams & Wilkins 2017-02 2016-12-19 /pmc/articles/PMC5266421/ /pubmed/27579912 http://dx.doi.org/10.1097/MLR.0000000000000634 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Original Articles
Panczak, Radoslaw
Luta, Xhyljeta
Maessen, Maud
Stuck, Andreas E.
Berlin, Claudia
Schmidlin, Kurt
Reich, Oliver
von Wyl, Viktor
Goodman, David C.
Egger, Matthias
Zwahlen, Marcel
Clough-Gorr, Kerri M.
Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title_full Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title_fullStr Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title_full_unstemmed Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title_short Regional Variation of Cost of Care in the Last 12 Months of Life in Switzerland: Small-area Analysis Using Insurance Claims Data
title_sort regional variation of cost of care in the last 12 months of life in switzerland: small-area analysis using insurance claims data
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5266421/
https://www.ncbi.nlm.nih.gov/pubmed/27579912
http://dx.doi.org/10.1097/MLR.0000000000000634
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