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Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease
Physical activity is decreased in patients with chronic obstructive pulmonary disease, and decreased physical activity leads to a poor prognosis. To determine an individual’s target step count from the measured step counts and predicted step counts, simple and detailed prediction equations for step...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571043/ https://www.ncbi.nlm.nih.gov/pubmed/36233400 http://dx.doi.org/10.3390/jcm11195535 |
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author | Azuma, Yuichiro Minakata, Yoshiaki Kato, Mai Tanaka, Masanori Murakami, Yusuke Sasaki, Seigo Kawabe, Kazumi Ono, Hideya |
author_facet | Azuma, Yuichiro Minakata, Yoshiaki Kato, Mai Tanaka, Masanori Murakami, Yusuke Sasaki, Seigo Kawabe, Kazumi Ono, Hideya |
author_sort | Azuma, Yuichiro |
collection | PubMed |
description | Physical activity is decreased in patients with chronic obstructive pulmonary disease, and decreased physical activity leads to a poor prognosis. To determine an individual’s target step count from the measured step counts and predicted step counts, simple and detailed prediction equations for step count were developed. To verify the validity of the simple prediction equation, the validity of the simple equation was evaluated in a different cohort and the correlation between the step counts calculated by the simple equation and those by the detailed prediction equation were evaluated. When the step counts calculated by the simple prediction equation for all participants were compared with the measured step counts, a significant correlation was obtained among them, and the calculated values were found to be reproducible with the measured values in patients with a measured step count of <6500 by Bland–Altman plots. Furthermore, the values calculated by the simple prediction equation and those calculated by the detailed prediction equation showed a significant correlation. In conclusion, the simple prediction equation was considered reasonable. |
format | Online Article Text |
id | pubmed-9571043 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95710432022-10-17 Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease Azuma, Yuichiro Minakata, Yoshiaki Kato, Mai Tanaka, Masanori Murakami, Yusuke Sasaki, Seigo Kawabe, Kazumi Ono, Hideya J Clin Med Article Physical activity is decreased in patients with chronic obstructive pulmonary disease, and decreased physical activity leads to a poor prognosis. To determine an individual’s target step count from the measured step counts and predicted step counts, simple and detailed prediction equations for step count were developed. To verify the validity of the simple prediction equation, the validity of the simple equation was evaluated in a different cohort and the correlation between the step counts calculated by the simple equation and those by the detailed prediction equation were evaluated. When the step counts calculated by the simple prediction equation for all participants were compared with the measured step counts, a significant correlation was obtained among them, and the calculated values were found to be reproducible with the measured values in patients with a measured step count of <6500 by Bland–Altman plots. Furthermore, the values calculated by the simple prediction equation and those calculated by the detailed prediction equation showed a significant correlation. In conclusion, the simple prediction equation was considered reasonable. MDPI 2022-09-21 /pmc/articles/PMC9571043/ /pubmed/36233400 http://dx.doi.org/10.3390/jcm11195535 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Azuma, Yuichiro Minakata, Yoshiaki Kato, Mai Tanaka, Masanori Murakami, Yusuke Sasaki, Seigo Kawabe, Kazumi Ono, Hideya Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title | Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title_full | Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title_fullStr | Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title_full_unstemmed | Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title_short | Validation of Simple Prediction Equations for Step Count in Japanese Patients with Chronic Obstructive Pulmonary Disease |
title_sort | validation of simple prediction equations for step count in japanese patients with chronic obstructive pulmonary disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571043/ https://www.ncbi.nlm.nih.gov/pubmed/36233400 http://dx.doi.org/10.3390/jcm11195535 |
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