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The association of weather conditions with day-to-day variability in physical activity in patients with COPD

BACKGROUND: While patients with COPD often cite weather conditions as a reason for inactivity, little is known about the relationship between physical activity (PA) and weather conditions. The present study investigated the association of day-to-day weather changes on PA in patients with COPD and in...

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Autores principales: Blondeel, Astrid, Hermans, Fien, Breuls, Sofie, Wuyts, Marieke, De Maeyer, Nikolaas, Verniest, Thessa, Derom, Eric, Van Calster, Ben, Janssens, Wim, Troosters, Thierry, Demeyer, Heleen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: European Respiratory Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641577/
https://www.ncbi.nlm.nih.gov/pubmed/37965232
http://dx.doi.org/10.1183/23120541.00314-2023
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author Blondeel, Astrid
Hermans, Fien
Breuls, Sofie
Wuyts, Marieke
De Maeyer, Nikolaas
Verniest, Thessa
Derom, Eric
Van Calster, Ben
Janssens, Wim
Troosters, Thierry
Demeyer, Heleen
author_facet Blondeel, Astrid
Hermans, Fien
Breuls, Sofie
Wuyts, Marieke
De Maeyer, Nikolaas
Verniest, Thessa
Derom, Eric
Van Calster, Ben
Janssens, Wim
Troosters, Thierry
Demeyer, Heleen
author_sort Blondeel, Astrid
collection PubMed
description BACKGROUND: While patients with COPD often cite weather conditions as a reason for inactivity, little is known about the relationship between physical activity (PA) and weather conditions. The present study investigated the association of day-to-day weather changes on PA in patients with COPD and investigated patient characteristics related to being more or less influenced by weather conditions. METHODS: In this longitudinal analysis, device-based day-by-day step counts were objectively measured in COPD patients for up to 12 months. Daily meteorological data (temperature, precipitation, wind speed, hours of sunlight and daylight) were linked to the daily step count and individual and multivariable relationships were investigated using mixed-model effects. Individual R(2) was calculated for every subject to investigate the estimated influence of weather conditions on a patient level and its relationship with patient characteristics. RESULTS: We included 50 patients with a mean±sd follow-up time of 282±93 days, totalling 14 117 patient-days. Daily temperature showed a positive linear pattern up until an inflexion point, after which a negative association with increasing temperature was observed (p<0.0001). Sunshine and daylight time had a positive association with PA (p<0.0001). Precipitation and wind speed were negatively associated with PA (p<0.0001). The median per-patient R(2) for overall weather conditions was 0.08, ranging from 0.00 to 0.42. No strong associations between patient characteristics and per-patient R(2) were observed. CONCLUSION: Weather conditions are partly associated with PA in patients with COPD, yet the overall explained variance of PA due to weather conditions is rather low and varied strongly between individuals.
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spelling pubmed-106415772023-11-14 The association of weather conditions with day-to-day variability in physical activity in patients with COPD Blondeel, Astrid Hermans, Fien Breuls, Sofie Wuyts, Marieke De Maeyer, Nikolaas Verniest, Thessa Derom, Eric Van Calster, Ben Janssens, Wim Troosters, Thierry Demeyer, Heleen ERJ Open Res Original Research Articles BACKGROUND: While patients with COPD often cite weather conditions as a reason for inactivity, little is known about the relationship between physical activity (PA) and weather conditions. The present study investigated the association of day-to-day weather changes on PA in patients with COPD and investigated patient characteristics related to being more or less influenced by weather conditions. METHODS: In this longitudinal analysis, device-based day-by-day step counts were objectively measured in COPD patients for up to 12 months. Daily meteorological data (temperature, precipitation, wind speed, hours of sunlight and daylight) were linked to the daily step count and individual and multivariable relationships were investigated using mixed-model effects. Individual R(2) was calculated for every subject to investigate the estimated influence of weather conditions on a patient level and its relationship with patient characteristics. RESULTS: We included 50 patients with a mean±sd follow-up time of 282±93 days, totalling 14 117 patient-days. Daily temperature showed a positive linear pattern up until an inflexion point, after which a negative association with increasing temperature was observed (p<0.0001). Sunshine and daylight time had a positive association with PA (p<0.0001). Precipitation and wind speed were negatively associated with PA (p<0.0001). The median per-patient R(2) for overall weather conditions was 0.08, ranging from 0.00 to 0.42. No strong associations between patient characteristics and per-patient R(2) were observed. CONCLUSION: Weather conditions are partly associated with PA in patients with COPD, yet the overall explained variance of PA due to weather conditions is rather low and varied strongly between individuals. European Respiratory Society 2023-11-13 /pmc/articles/PMC10641577/ /pubmed/37965232 http://dx.doi.org/10.1183/23120541.00314-2023 Text en Copyright ©The authors 2023 https://creativecommons.org/licenses/by/4.0/This version is distributed under the terms of the Creative Commons Attribution Licence 4.0.
spellingShingle Original Research Articles
Blondeel, Astrid
Hermans, Fien
Breuls, Sofie
Wuyts, Marieke
De Maeyer, Nikolaas
Verniest, Thessa
Derom, Eric
Van Calster, Ben
Janssens, Wim
Troosters, Thierry
Demeyer, Heleen
The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title_full The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title_fullStr The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title_full_unstemmed The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title_short The association of weather conditions with day-to-day variability in physical activity in patients with COPD
title_sort association of weather conditions with day-to-day variability in physical activity in patients with copd
topic Original Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641577/
https://www.ncbi.nlm.nih.gov/pubmed/37965232
http://dx.doi.org/10.1183/23120541.00314-2023
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