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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American College of Chest Physicians
2014
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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 |
format | Online Article Text |
id | pubmed-4122275 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | American College of Chest Physicians |
record_format | MEDLINE/PubMed |
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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