Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD

Detalhes bibliográficos
Autor(a) principal: Antão, Joana
Data de Publicação: 2024
Outros Autores: Rebelo, Patrícia, Almeida, Sara, Franssen, Frits M. E., Spruit, Martijn A., Marques, Alda
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/41094
Resumo: The influence of the ActiGraph® processing criteria on estimating step counts in chronic obstructive pulmonary disease (COPD) remains uncertain. This study aimed to assess the influence of filters, epoch lengths and non-wearing time (NWT) algorithms on steps/day in people with COPD. ActiGraph GT3X+ was worn on the waist for seven days. Steps were detected using different filters (normal and low-frequency extension [LFE]), epoch lengths (15s and 60s), and NWT algorithms (Choi and Troiano). Linear mixed-effects model was applied to assess the effects of filter, epoch length, NWT algorithm on steps/day. Lin's concordance correlation and Bland-Altman were used to measure agreement. A total of 136 people with COPD (107 male; 69 ± 8 years; FEV1 51 ± 17% predicted) were included. Significant differences were found between filters (p < 0.001), but not between epoch lengths or NWT algorithms. The LFE increased, on average, approximately 7500 steps/day compared to the normal filter (p < 0.001). Agreement was poor (<0.3) and proportional bias was significant when comparing steps/day computed with different filters, regardless of the epoch length and NWT algorithm. Filter choice but not epoch lengths or NWT algorithms seem to impact measurement of steps/day. Future studies are needed to recommend the most accurate technique for measuring steps/day in people with COPD.
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spelling Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPDChronic obstructive pulmonary diseaseAccelerometryPhysical activityThe influence of the ActiGraph® processing criteria on estimating step counts in chronic obstructive pulmonary disease (COPD) remains uncertain. This study aimed to assess the influence of filters, epoch lengths and non-wearing time (NWT) algorithms on steps/day in people with COPD. ActiGraph GT3X+ was worn on the waist for seven days. Steps were detected using different filters (normal and low-frequency extension [LFE]), epoch lengths (15s and 60s), and NWT algorithms (Choi and Troiano). Linear mixed-effects model was applied to assess the effects of filter, epoch length, NWT algorithm on steps/day. Lin's concordance correlation and Bland-Altman were used to measure agreement. A total of 136 people with COPD (107 male; 69 ± 8 years; FEV1 51 ± 17% predicted) were included. Significant differences were found between filters (p < 0.001), but not between epoch lengths or NWT algorithms. The LFE increased, on average, approximately 7500 steps/day compared to the normal filter (p < 0.001). Agreement was poor (<0.3) and proportional bias was significant when comparing steps/day computed with different filters, regardless of the epoch length and NWT algorithm. Filter choice but not epoch lengths or NWT algorithms seem to impact measurement of steps/day. Future studies are needed to recommend the most accurate technique for measuring steps/day in people with COPD.Taylor and Francis Group2024-03-15T18:26:05Z2024-02-23T00:00:00Z2024-02-23info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/41094eng0264-041410.1080/02640414.2024.2319448Antão, JoanaRebelo, PatríciaAlmeida, SaraFranssen, Frits M. E.Spruit, Martijn A.Marques, Aldainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-18T01:49:00Zoai:ria.ua.pt:10773/41094Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T04:02:10.957012Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
title Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
spellingShingle Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
Antão, Joana
Chronic obstructive pulmonary disease
Accelerometry
Physical activity
title_short Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
title_full Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
title_fullStr Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
title_full_unstemmed Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
title_sort Effects of ActiGraph's filter, epoch length and non-wearing time algorithm on step counts in people with COPD
author Antão, Joana
author_facet Antão, Joana
Rebelo, Patrícia
Almeida, Sara
Franssen, Frits M. E.
Spruit, Martijn A.
Marques, Alda
author_role author
author2 Rebelo, Patrícia
Almeida, Sara
Franssen, Frits M. E.
Spruit, Martijn A.
Marques, Alda
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Antão, Joana
Rebelo, Patrícia
Almeida, Sara
Franssen, Frits M. E.
Spruit, Martijn A.
Marques, Alda
dc.subject.por.fl_str_mv Chronic obstructive pulmonary disease
Accelerometry
Physical activity
topic Chronic obstructive pulmonary disease
Accelerometry
Physical activity
description The influence of the ActiGraph® processing criteria on estimating step counts in chronic obstructive pulmonary disease (COPD) remains uncertain. This study aimed to assess the influence of filters, epoch lengths and non-wearing time (NWT) algorithms on steps/day in people with COPD. ActiGraph GT3X+ was worn on the waist for seven days. Steps were detected using different filters (normal and low-frequency extension [LFE]), epoch lengths (15s and 60s), and NWT algorithms (Choi and Troiano). Linear mixed-effects model was applied to assess the effects of filter, epoch length, NWT algorithm on steps/day. Lin's concordance correlation and Bland-Altman were used to measure agreement. A total of 136 people with COPD (107 male; 69 ± 8 years; FEV1 51 ± 17% predicted) were included. Significant differences were found between filters (p < 0.001), but not between epoch lengths or NWT algorithms. The LFE increased, on average, approximately 7500 steps/day compared to the normal filter (p < 0.001). Agreement was poor (<0.3) and proportional bias was significant when comparing steps/day computed with different filters, regardless of the epoch length and NWT algorithm. Filter choice but not epoch lengths or NWT algorithms seem to impact measurement of steps/day. Future studies are needed to recommend the most accurate technique for measuring steps/day in people with COPD.
publishDate 2024
dc.date.none.fl_str_mv 2024-03-15T18:26:05Z
2024-02-23T00:00:00Z
2024-02-23
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/41094
url http://hdl.handle.net/10773/41094
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0264-0414
10.1080/02640414.2024.2319448
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Taylor and Francis Group
publisher.none.fl_str_mv Taylor and Francis Group
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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