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Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program

BACKGROUND: There is a wide variability in measurement methodology of physical activity. This study investigated the effect of different analysis techniques on the statistical power of physical activity outcomes after pulmonary rehabilitation. METHODS: Physical activity was measured with an activity...

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Autores principales: Demeyer, Heleen, Burtin, Chris, Van Remoortel, Hans, Hornikx, Miek, Langer, Daniel, Decramer, Marc, Gosselink, Rik, Janssens, Wim, Troosters, Thierry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American College of Chest Physicians 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122275/
https://www.ncbi.nlm.nih.gov/pubmed/24603844
http://dx.doi.org/10.1378/chest.13-1968
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author Demeyer, Heleen
Burtin, Chris
Van Remoortel, Hans
Hornikx, Miek
Langer, Daniel
Decramer, Marc
Gosselink, Rik
Janssens, Wim
Troosters, Thierry
author_facet Demeyer, Heleen
Burtin, Chris
Van Remoortel, Hans
Hornikx, Miek
Langer, Daniel
Decramer, Marc
Gosselink, Rik
Janssens, Wim
Troosters, Thierry
author_sort Demeyer, Heleen
collection PubMed
description BACKGROUND: There is a wide variability in measurement methodology of physical activity. This study investigated the effect of different analysis techniques on the statistical power of physical activity outcomes after pulmonary rehabilitation. METHODS: Physical activity was measured with an activity monitor armband in 57 patients with COPD (mean ± SD age, 66 ± 7 years; FEV(1), 46 ± 17% predicted) before and after 3 months of pulmonary rehabilitation. The choice of the outcome (daily number of steps [STEPS], time spent in at least moderate physical activity [TMA], mean metabolic equivalents of task level [METS], and activity time [ACT]), impact of weekends, number of days of assessment, postprocessing techniques, and influence of duration of daylight time (DT) on the sample size to achieve a power of 0.8 were investigated. RESULTS: The STEPS and ACT (1.6-2.3 metabolic equivalents of task) were the most sensitive outcomes. Excluding weekends decreased the sample size for STEPS (83 vs 56), TMA (160 vs 148), and METS (251 vs 207). Using 4 weekdays (STEPS and TMA) or 5 weekdays (METS) rendered the lowest sample size. Excluding days with < 8 h wearing time reduced the sample size for STEPS (56 vs 51). Differences in DT were an important confounder. CONCLUSIONS: Changes in physical activity following pulmonary rehabilitation are best measured for 4 weekdays, including only days with at least 8 h of wearing time (during waking hours) and considering the difference in DT as a covariate in the analysis. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT00948623; URL: www.clinicaltrials.gov
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spelling pubmed-41222752014-08-19 Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program Demeyer, Heleen Burtin, Chris Van Remoortel, Hans Hornikx, Miek Langer, Daniel Decramer, Marc Gosselink, Rik Janssens, Wim Troosters, Thierry Chest Original Research BACKGROUND: There is a wide variability in measurement methodology of physical activity. This study investigated the effect of different analysis techniques on the statistical power of physical activity outcomes after pulmonary rehabilitation. METHODS: Physical activity was measured with an activity monitor armband in 57 patients with COPD (mean ± SD age, 66 ± 7 years; FEV(1), 46 ± 17% predicted) before and after 3 months of pulmonary rehabilitation. The choice of the outcome (daily number of steps [STEPS], time spent in at least moderate physical activity [TMA], mean metabolic equivalents of task level [METS], and activity time [ACT]), impact of weekends, number of days of assessment, postprocessing techniques, and influence of duration of daylight time (DT) on the sample size to achieve a power of 0.8 were investigated. RESULTS: The STEPS and ACT (1.6-2.3 metabolic equivalents of task) were the most sensitive outcomes. Excluding weekends decreased the sample size for STEPS (83 vs 56), TMA (160 vs 148), and METS (251 vs 207). Using 4 weekdays (STEPS and TMA) or 5 weekdays (METS) rendered the lowest sample size. Excluding days with < 8 h wearing time reduced the sample size for STEPS (56 vs 51). Differences in DT were an important confounder. CONCLUSIONS: Changes in physical activity following pulmonary rehabilitation are best measured for 4 weekdays, including only days with at least 8 h of wearing time (during waking hours) and considering the difference in DT as a covariate in the analysis. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT00948623; URL: www.clinicaltrials.gov American College of Chest Physicians 2014-08 2014-03-06 /pmc/articles/PMC4122275/ /pubmed/24603844 http://dx.doi.org/10.1378/chest.13-1968 Text en © 2014 AMERICAN COLLEGE OF CHEST PHYSICIANS This is an open access article distributed under the terms of the Creative Commons Attribution-Noncommercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted use, distribution, and reproduction to noncommercial entities, provided the original work is properly cited. Information for reuse by commercial entities is available online.
spellingShingle Original Research
Demeyer, Heleen
Burtin, Chris
Van Remoortel, Hans
Hornikx, Miek
Langer, Daniel
Decramer, Marc
Gosselink, Rik
Janssens, Wim
Troosters, Thierry
Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title_full Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title_fullStr Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title_full_unstemmed Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title_short Standardizing the Analysis of Physical Activity in Patients With COPD Following a Pulmonary Rehabilitation Program
title_sort standardizing the analysis of physical activity in patients with copd following a pulmonary rehabilitation program
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4122275/
https://www.ncbi.nlm.nih.gov/pubmed/24603844
http://dx.doi.org/10.1378/chest.13-1968
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