Associations between daily ambient temperature and sedentary time among children 4–6 years old in Mexico City

Sandy Wong, Alejandra Cantoral, Martha María Téllez-Rojo, Ivan Pantic, Emily Oken, Katherine Svensson, Michael Dorman, Iván Gutiérrez-Avila, Johnathan Rush, Nia McRae, Robert O. Wright, Andrea A. Baccarelli, Itai Kloog, Allan C. Just

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4 Scopus citations


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 1C increase in ambient maximum temperature (range 7.1–30.2C), 0.27% less daily sedentary time (approximately 2.3 minutes) for each 1C increase in ambient mean temperature (range 4.3–22.2C), and 0.23% less daily sedentary time (approximately 2.0 minutes) for each 1C increase in diurnal variation (range 3.0–21.6C). 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.

Original languageEnglish
Article numbere0241446
JournalPLoS ONE
Issue number10 October
StatePublished - 1 Oct 2020

ASJC Scopus subject areas

  • General


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