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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Respiratory Society
2023
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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. |
format | Online Article Text |
id | pubmed-10641577 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | European Respiratory Society |
record_format | MEDLINE/PubMed |
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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