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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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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. |
format | Online Article Text |
id | pubmed-8903592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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