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Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test
BACKGROUND: To assess the association between walking speed (WS) and its improvement on hospitalization rates and costs in outpatients with cardiovascular disease. METHODS: Six hundred forty-nine patients participating in an exercise-based secondary prevention program were studied. Patients were div...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670683/ https://www.ncbi.nlm.nih.gov/pubmed/33203408 http://dx.doi.org/10.1186/s12913-020-05874-3 |
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author | Bonnini, Stefano Mazzoni, Gianni Borghesi, Michela Chiaranda, Giorgio Myers, Jonathan Mandini, Simona Raisi, Andrea Masotti, Sabrina Grazzi, Giovanni |
author_facet | Bonnini, Stefano Mazzoni, Gianni Borghesi, Michela Chiaranda, Giorgio Myers, Jonathan Mandini, Simona Raisi, Andrea Masotti, Sabrina Grazzi, Giovanni |
author_sort | Bonnini, Stefano |
collection | PubMed |
description | BACKGROUND: To assess the association between walking speed (WS) and its improvement on hospitalization rates and costs in outpatients with cardiovascular disease. METHODS: Six hundred forty-nine patients participating in an exercise-based secondary prevention program were studied. Patients were divided at baseline into two groups characterized by low and high WS based on the average WS maintained during a moderate 1-km treadmill-walking test. WS and other covariates were grouped into three domains (demographic factors, medical history and risk factors), and used to estimate a propensity score, in order to create homogeneous groups of patients. All-cause hospitalization was assessed 3 years after baseline as a function of WS. Hospitalization and related costs were also assessed during the fourth-to-sixth years after enrollment. To test whether the hospitalization costs were related to changes in WS after 36 months, a multistrata permutation test was performed by combining within strata partial tests. RESULTS: The results support the hypothesis that hospitalization costs are significantly reduced in accordance with an improvement in WS. This effect is most evident among older patients, overweight or obese, smokers, and those without a history of coronary artery bypass surgery. CONCLUSIONS: The present study supports growing evidence of an inverse association between WS, risk of hospitalization and consequent health-care costs. The joint use of propensity score and multistrata permutation approaches represent a flexible and robust testing method which avoids the possible effects of several confounding factors typical of these studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-020-05874-3. |
format | Online Article Text |
id | pubmed-7670683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76706832020-11-18 Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test Bonnini, Stefano Mazzoni, Gianni Borghesi, Michela Chiaranda, Giorgio Myers, Jonathan Mandini, Simona Raisi, Andrea Masotti, Sabrina Grazzi, Giovanni BMC Health Serv Res Research Article BACKGROUND: To assess the association between walking speed (WS) and its improvement on hospitalization rates and costs in outpatients with cardiovascular disease. METHODS: Six hundred forty-nine patients participating in an exercise-based secondary prevention program were studied. Patients were divided at baseline into two groups characterized by low and high WS based on the average WS maintained during a moderate 1-km treadmill-walking test. WS and other covariates were grouped into three domains (demographic factors, medical history and risk factors), and used to estimate a propensity score, in order to create homogeneous groups of patients. All-cause hospitalization was assessed 3 years after baseline as a function of WS. Hospitalization and related costs were also assessed during the fourth-to-sixth years after enrollment. To test whether the hospitalization costs were related to changes in WS after 36 months, a multistrata permutation test was performed by combining within strata partial tests. RESULTS: The results support the hypothesis that hospitalization costs are significantly reduced in accordance with an improvement in WS. This effect is most evident among older patients, overweight or obese, smokers, and those without a history of coronary artery bypass surgery. CONCLUSIONS: The present study supports growing evidence of an inverse association between WS, risk of hospitalization and consequent health-care costs. The joint use of propensity score and multistrata permutation approaches represent a flexible and robust testing method which avoids the possible effects of several confounding factors typical of these studies. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-020-05874-3. BioMed Central 2020-11-17 /pmc/articles/PMC7670683/ /pubmed/33203408 http://dx.doi.org/10.1186/s12913-020-05874-3 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Bonnini, Stefano Mazzoni, Gianni Borghesi, Michela Chiaranda, Giorgio Myers, Jonathan Mandini, Simona Raisi, Andrea Masotti, Sabrina Grazzi, Giovanni Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title | Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title_full | Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title_fullStr | Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title_full_unstemmed | Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title_short | Improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. An analysis based on a multistrata non-parametric test |
title_sort | improving walking speed reduces hospitalization costs in outpatients with cardiovascular disease. an analysis based on a multistrata non-parametric test |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670683/ https://www.ncbi.nlm.nih.gov/pubmed/33203408 http://dx.doi.org/10.1186/s12913-020-05874-3 |
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