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Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City
BACKGROUND: Sedentary behavior is a worldwide public health concern. There is consistent and growing evidence linking sedentary behavior to mortality and morbidity. Early monitoring and assessment of environmental factors associated with sedentary behaviors at a young age are important initial steps...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598506/ https://www.ncbi.nlm.nih.gov/pubmed/33125398 http://dx.doi.org/10.1371/journal.pone.0241446 |
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author | Wong, Sandy Cantoral, Alejandra Téllez-Rojo, Martha María Pantic, Ivan Oken, Emily Svensson, Katherine Dorman, Michael Gutiérrez-Avila, Iván Rush, Johnathan McRae, Nia Wright, Robert O. Baccarelli, Andrea A. Kloog, Itai Just, Allan C. |
author_facet | Wong, Sandy Cantoral, Alejandra Téllez-Rojo, Martha María Pantic, Ivan Oken, Emily Svensson, Katherine Dorman, Michael Gutiérrez-Avila, Iván Rush, Johnathan McRae, Nia Wright, Robert O. Baccarelli, Andrea A. Kloog, Itai Just, Allan C. |
author_sort | Wong, Sandy |
collection | PubMed |
description | BACKGROUND: Sedentary behavior is a worldwide public health concern. There is consistent and growing evidence linking sedentary behavior to mortality and morbidity. Early monitoring and assessment of environmental factors associated with sedentary behaviors at a young age are important initial steps for understanding children’s sedentary time and identifying pertinent interventions. OBJECTIVE: This study examines the association between daily temperature (maximum, mean, minimum, and diurnal variation) and all-day sedentary time among 4–6 year old children in Mexico City (n = 559) from the year 2013 to 2015. METHODS: We developed a spatiotemporally resolved hybrid satellite-based land use regression temperature model and calculated percent daily sedentary time from aggregating 10-second epoch vertical counts captured by accelerometers that participants wore for one week. We modeled generalized additive models (GAMs), one for each temperature type as a covariate (maximum, mean, minimum, and diurnal variation). All GAMs included percent all-day sedentary time as the outcome and participant-level random intercepts to account for repeated measures of sedentary time. Our models were adjusted for demographic factors and environmental exposures. RESULTS: Daily maximum temperature, mean temperature, and diurnal variation have significant negative linear relationships with all-day sedentary time (p<0.01). There is no significant association between daily minimum temperature and all-day sedentary time. Children have on average 0.26% less daily sedentary time (approximately 2.2 minutes) for each 1°C increase in ambient maximum temperature (range 7.1–30.2°C), 0.27% less daily sedentary time (approximately 2.3 minutes) for each 1°C increase in ambient mean temperature (range 4.3–22.2°C), and 0.23% less daily sedentary time (approximately 2.0 minutes) for each 1°C increase in diurnal variation (range 3.0–21.6°C). CONCLUSIONS: These results are contrary to our hypothesis in which we expected a curvilinear relationship between temperature (maximum, mean, minimum, and diurnal variation) and sedentary time. Our findings suggest that temperature is an important environmental factor that influences children’s sedentary behavior. |
format | Online Article Text |
id | pubmed-7598506 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-75985062020-11-03 Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City Wong, Sandy Cantoral, Alejandra Téllez-Rojo, Martha María Pantic, Ivan Oken, Emily Svensson, Katherine Dorman, Michael Gutiérrez-Avila, Iván Rush, Johnathan McRae, Nia Wright, Robert O. Baccarelli, Andrea A. Kloog, Itai Just, Allan C. PLoS One Research Article BACKGROUND: Sedentary behavior is a worldwide public health concern. There is consistent and growing evidence linking sedentary behavior to mortality and morbidity. Early monitoring and assessment of environmental factors associated with sedentary behaviors at a young age are important initial steps for understanding children’s sedentary time and identifying pertinent interventions. OBJECTIVE: This study examines the association between daily temperature (maximum, mean, minimum, and diurnal variation) and all-day sedentary time among 4–6 year old children in Mexico City (n = 559) from the year 2013 to 2015. METHODS: We developed a spatiotemporally resolved hybrid satellite-based land use regression temperature model and calculated percent daily sedentary time from aggregating 10-second epoch vertical counts captured by accelerometers that participants wore for one week. We modeled generalized additive models (GAMs), one for each temperature type as a covariate (maximum, mean, minimum, and diurnal variation). All GAMs included percent all-day sedentary time as the outcome and participant-level random intercepts to account for repeated measures of sedentary time. Our models were adjusted for demographic factors and environmental exposures. RESULTS: Daily maximum temperature, mean temperature, and diurnal variation have significant negative linear relationships with all-day sedentary time (p<0.01). There is no significant association between daily minimum temperature and all-day sedentary time. Children have on average 0.26% less daily sedentary time (approximately 2.2 minutes) for each 1°C increase in ambient maximum temperature (range 7.1–30.2°C), 0.27% less daily sedentary time (approximately 2.3 minutes) for each 1°C increase in ambient mean temperature (range 4.3–22.2°C), and 0.23% less daily sedentary time (approximately 2.0 minutes) for each 1°C increase in diurnal variation (range 3.0–21.6°C). CONCLUSIONS: These results are contrary to our hypothesis in which we expected a curvilinear relationship between temperature (maximum, mean, minimum, and diurnal variation) and sedentary time. Our findings suggest that temperature is an important environmental factor that influences children’s sedentary behavior. Public Library of Science 2020-10-30 /pmc/articles/PMC7598506/ /pubmed/33125398 http://dx.doi.org/10.1371/journal.pone.0241446 Text en © 2020 Wong et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wong, Sandy Cantoral, Alejandra Téllez-Rojo, Martha María Pantic, Ivan Oken, Emily Svensson, Katherine Dorman, Michael Gutiérrez-Avila, Iván Rush, Johnathan McRae, Nia Wright, Robert O. Baccarelli, Andrea A. Kloog, Itai Just, Allan C. Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title | Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title_full | Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title_fullStr | Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title_full_unstemmed | Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title_short | Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City |
title_sort | associations between daily ambient temperature and sedentary time among children 4–6 years old in mexico city |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7598506/ https://www.ncbi.nlm.nih.gov/pubmed/33125398 http://dx.doi.org/10.1371/journal.pone.0241446 |
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