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The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study

BACKGROUND: There is a need for a comprehensive evaluation of the associations between varieties of weather conditions on the time spent out-of-home (TOH) and on walking duration (WD) among older adults. We aim to investigate the extent to which various weather parameters (temperature, solar radiati...

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Autores principales: Klimek, Matthias, Peter, Raphael Simon, Denkinger, Michael, Dallmeier, Dhayana, Rapp, Kilian, Rothenbacher, Dietrich, Klenk, Jochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903592/
https://www.ncbi.nlm.nih.gov/pubmed/35151273
http://dx.doi.org/10.1186/s11556-022-00286-0
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author Klimek, Matthias
Peter, Raphael Simon
Denkinger, Michael
Dallmeier, Dhayana
Rapp, Kilian
Rothenbacher, Dietrich
Klenk, Jochen
author_facet Klimek, Matthias
Peter, Raphael Simon
Denkinger, Michael
Dallmeier, Dhayana
Rapp, Kilian
Rothenbacher, Dietrich
Klenk, Jochen
author_sort Klimek, Matthias
collection PubMed
description BACKGROUND: There is a need for a comprehensive evaluation of the associations between varieties of weather conditions on the time spent out-of-home (TOH) and on walking duration (WD) among older adults. We aim to investigate the extent to which various weather parameters (temperature, solar radiation, sunshine duration, humidity, windspeed, and rain) determine daily WD the TOH in older adults. METHODS: The ActiFE (Activity and Function in Older People in Ulm) study is a prospective study of participants aged 65 years or older who wore an accelerometer and kept a movement diary in up to three temporally separated waves from 2009 to 2018 for a duration up to seven days per wave (up to three weeks in summary). We used weather data from a weather station near the participants‘ homes. Age-adjusted and gender-stratified generalized mixed models were used to predict WD and TOH (with 95% confidence interval (CI)) within and between weather categories. Generalized additive models were computed for the single predictions at the weather quartile boundaries. Cubic splines (with 95% pointwise confidence bands (CB)) visualized the continuous course of the weather values. RESULTS: Higher temperatures, solar radiation and more hours of sunshine, led to an increase in WD and TOH, while higher precipitation, humidities and windspeeds led to a decrease. Women had in general higher WD and TOH times than men. CONCLUSIONS: Our data suggest that weather parameters have a considerable influence on PA and TOH. Future analyses and interpretation of PA data should therefore account for weather parameters. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s11556-022-00286-0.
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spelling pubmed-89035922022-03-18 The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study Klimek, Matthias Peter, Raphael Simon Denkinger, Michael Dallmeier, Dhayana Rapp, Kilian Rothenbacher, Dietrich Klenk, Jochen Eur Rev Aging Phys Act Research Article BACKGROUND: There is a need for a comprehensive evaluation of the associations between varieties of weather conditions on the time spent out-of-home (TOH) and on walking duration (WD) among older adults. We aim to investigate the extent to which various weather parameters (temperature, solar radiation, sunshine duration, humidity, windspeed, and rain) determine daily WD the TOH in older adults. METHODS: The ActiFE (Activity and Function in Older People in Ulm) study is a prospective study of participants aged 65 years or older who wore an accelerometer and kept a movement diary in up to three temporally separated waves from 2009 to 2018 for a duration up to seven days per wave (up to three weeks in summary). We used weather data from a weather station near the participants‘ homes. Age-adjusted and gender-stratified generalized mixed models were used to predict WD and TOH (with 95% confidence interval (CI)) within and between weather categories. Generalized additive models were computed for the single predictions at the weather quartile boundaries. Cubic splines (with 95% pointwise confidence bands (CB)) visualized the continuous course of the weather values. RESULTS: Higher temperatures, solar radiation and more hours of sunshine, led to an increase in WD and TOH, while higher precipitation, humidities and windspeeds led to a decrease. Women had in general higher WD and TOH times than men. CONCLUSIONS: Our data suggest that weather parameters have a considerable influence on PA and TOH. Future analyses and interpretation of PA data should therefore account for weather parameters. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s11556-022-00286-0. BioMed Central 2022-02-12 /pmc/articles/PMC8903592/ /pubmed/35151273 http://dx.doi.org/10.1186/s11556-022-00286-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Klimek, Matthias
Peter, Raphael Simon
Denkinger, Michael
Dallmeier, Dhayana
Rapp, Kilian
Rothenbacher, Dietrich
Klenk, Jochen
The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title_full The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title_fullStr The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title_full_unstemmed The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title_short The relationship of weather with daily physical activity and the time spent out of home in older adults from Germany – the ActiFE study
title_sort relationship of weather with daily physical activity and the time spent out of home in older adults from germany – the actife study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903592/
https://www.ncbi.nlm.nih.gov/pubmed/35151273
http://dx.doi.org/10.1186/s11556-022-00286-0
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