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Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD

ActiGraph(®) is a valid, frequently used, accelerometer to quantify moderate to vigorous physical activities (MVPA) in people with COPD. The impact of ActiGraph processing techniques on this population is unknown. This study aimed to explore the effect of data reduction techniques on MVPA in people...

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Autores principales: Rebelo, Patrícia, Antão, Joana, Brooks, Dina, Marques, Alda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455487/
https://www.ncbi.nlm.nih.gov/pubmed/37629381
http://dx.doi.org/10.3390/jcm12165340
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author Rebelo, Patrícia
Antão, Joana
Brooks, Dina
Marques, Alda
author_facet Rebelo, Patrícia
Antão, Joana
Brooks, Dina
Marques, Alda
author_sort Rebelo, Patrícia
collection PubMed
description ActiGraph(®) is a valid, frequently used, accelerometer to quantify moderate to vigorous physical activities (MVPA) in people with COPD. The impact of ActiGraph processing techniques on this population is unknown. This study aimed to explore the effect of data reduction techniques on MVPA in people with COPD. MVPA/day, through ActiGraph GT3X+, was estimated using: Troiano, Freedson 98 and FreedsonVM3 cutoffs, 15-s and 60-s epochs, and normal and low-frequency extension (LFE) filters. Cutoff, epoch, and filter effects were explored with Aligned Rank Transform-ANOVA. Lin’s concordance correlation coefficients and Bland–Altman plots were used to evaluate agreement and bias between different techniques. The analysis included 136 people with COPD (79% male; 68 ± 8 years; FEV1 51 ± 17% predicted). MVPA/day differed according to cutoff, filter, and epoch selection (p-value < 0.001). FreedsonVM3 cutoff, 15-s epochs, and LFE yielded the highest MVPA (45 min/day, 68% of physically active participants). Troiano cutoff, 60-s epochs, and normal filter yielded the lowest MVPA (8 min/day, 20% of physically active participants). Only comparisons between Troiano and Freedson98 cutoffs presented an almost perfect agreement. ActiGraph data reduction techniques affected MVPA/day estimates and their interpretation at the individual and group level. Studies using different processing criteria should not be compared in people with COPD. Future studies with a gold standard are required to ascertain which processing technique produces the most accurate MVPA estimates in COPD. Meanwhile, future trials employing the ActiGraph GT3X+ may consider estimating MVPA based on Freedson VM3 cutofffs, 60-s epochs, and normal filter.
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spelling pubmed-104554872023-08-26 Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD Rebelo, Patrícia Antão, Joana Brooks, Dina Marques, Alda J Clin Med Article ActiGraph(®) is a valid, frequently used, accelerometer to quantify moderate to vigorous physical activities (MVPA) in people with COPD. The impact of ActiGraph processing techniques on this population is unknown. This study aimed to explore the effect of data reduction techniques on MVPA in people with COPD. MVPA/day, through ActiGraph GT3X+, was estimated using: Troiano, Freedson 98 and FreedsonVM3 cutoffs, 15-s and 60-s epochs, and normal and low-frequency extension (LFE) filters. Cutoff, epoch, and filter effects were explored with Aligned Rank Transform-ANOVA. Lin’s concordance correlation coefficients and Bland–Altman plots were used to evaluate agreement and bias between different techniques. The analysis included 136 people with COPD (79% male; 68 ± 8 years; FEV1 51 ± 17% predicted). MVPA/day differed according to cutoff, filter, and epoch selection (p-value < 0.001). FreedsonVM3 cutoff, 15-s epochs, and LFE yielded the highest MVPA (45 min/day, 68% of physically active participants). Troiano cutoff, 60-s epochs, and normal filter yielded the lowest MVPA (8 min/day, 20% of physically active participants). Only comparisons between Troiano and Freedson98 cutoffs presented an almost perfect agreement. ActiGraph data reduction techniques affected MVPA/day estimates and their interpretation at the individual and group level. Studies using different processing criteria should not be compared in people with COPD. Future studies with a gold standard are required to ascertain which processing technique produces the most accurate MVPA estimates in COPD. Meanwhile, future trials employing the ActiGraph GT3X+ may consider estimating MVPA based on Freedson VM3 cutofffs, 60-s epochs, and normal filter. MDPI 2023-08-16 /pmc/articles/PMC10455487/ /pubmed/37629381 http://dx.doi.org/10.3390/jcm12165340 Text en © 2023 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
Rebelo, Patrícia
Antão, Joana
Brooks, Dina
Marques, Alda
Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title_full Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title_fullStr Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title_full_unstemmed Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title_short Effect of Data Reduction Techniques on Daily Moderate to Vigorous Physical Activity Collected with ActiGraph(®) in People with COPD
title_sort effect of data reduction techniques on daily moderate to vigorous physical activity collected with actigraph(®) in people with copd
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455487/
https://www.ncbi.nlm.nih.gov/pubmed/37629381
http://dx.doi.org/10.3390/jcm12165340
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