Association between breakfast frequency and physical activity and sedentary time: a cross-sectional study in children from 12 countries

Julia K. Zakrzewski-Fruer, Fiona B. Gillison, Peter T. Katzmarzyk, Emily F. Mire, Stephanie T. Broyles, Catherine M. Champagne, Jean-Philippe Chaput, Kara D. Denstel, Mikael Fogelholm, Gang Hu, Estelle V. Lambert, Carol Maher, José Maia, Tim Olds, Vincent Onywera, Olga L. Sarmiento, Mark S. Tremblay, Catrine Tudor-Locke, Martyn Standage

Research output: Contribution to journalArticle

Abstract

Background: Existing research has documented inconsistent findings for the associations among breakfast frequency, physical activity (PA), and sedentary time in children. The primary aim of this study was to examine the associations among breakfast frequency and objectively-measured PA and sedentary time in a sample of children from 12 countries representing a wide range of human development, economic development and inequality. The secondary aim was to examine interactions of these associations between study sites. Methods: This multinational, cross-sectional study included 6228 children aged 9-11 years from the 12 International Study of Childhood Obesity, Lifestyle and the Environment sites. Multilevel statistical models were used to examine associations between self-reported habitual breakfast frequency defined using three categories (breakfast consumed 0 to 2 days/week [rare], 3 to 5 days/week [occasional] or 6 to 7 days/week [frequent]) or two categories (breakfast consumed less than daily or daily) and accelerometry-derived PA and sedentary time during the morning (wake time to 1200 h) and afternoon (1200 h to bed time) with study site included as an interaction term. Model covariates included age, sex, highest parental education, body mass index z-score, and accelerometer waking wear time. Results: Participants averaged 60 (s.d. 25) min/day in moderate-to-vigorous PA (MVPA), 315 (s.d. 53) min/day in light PA and 513 (s.d. 69) min/day sedentary. Controlling for covariates, breakfast frequency was not significantly associated with total daily or afternoon PA and sedentary time. For the morning, frequent breakfast consumption was associated with a higher proportion of time in MVPA (0.3%), higher proportion of time in light PA (1.0%) and lower min/day and proportion of time sedentary (3.4 min/day and 1.3%) than rare breakfast consumption (all p ≤ 0.05). No significant associations were found when comparing occasional with rare or frequent breakfast consumption, or daily with less than daily breakfast consumption. Very few significant interactions with study site were found. Conclusions: In this multinational sample of children, frequent breakfast consumption was associated with higher MVPA and light PA time and lower sedentary time in the morning when compared with rare breakfast consumption, although the small magnitude of the associations may lack clinical relevance. Trial registration: The International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) is registered at (Identifier NCT01722500).

LanguageEnglish
Article number222
JournalBMC Public Health
Volume19
Issue number1
DOIs
StatusPublished - 21 Feb 2019

Keywords

  • Exercise
  • Fasting
  • Health
  • International
  • Nutrition
  • Youth

ASJC Scopus subject areas

  • Public Health, Environmental and Occupational Health

Cite this

Association between breakfast frequency and physical activity and sedentary time: a cross-sectional study in children from 12 countries. / Zakrzewski-Fruer, Julia K.; Gillison, Fiona B.; Katzmarzyk, Peter T.; Mire, Emily F.; Broyles, Stephanie T.; Champagne, Catherine M.; Chaput, Jean-Philippe; Denstel, Kara D.; Fogelholm, Mikael; Hu, Gang; Lambert, Estelle V.; Maher, Carol; Maia, José; Olds, Tim; Onywera, Vincent; Sarmiento, Olga L.; Tremblay, Mark S.; Tudor-Locke, Catrine; Standage, Martyn.

In: BMC Public Health, Vol. 19, No. 1, 222, 21.02.2019.

Research output: Contribution to journalArticle

Zakrzewski-Fruer, JK, Gillison, FB, Katzmarzyk, PT, Mire, EF, Broyles, ST, Champagne, CM, Chaput, J-P, Denstel, KD, Fogelholm, M, Hu, G, Lambert, EV, Maher, C, Maia, J, Olds, T, Onywera, V, Sarmiento, OL, Tremblay, MS, Tudor-Locke, C & Standage, M 2019, 'Association between breakfast frequency and physical activity and sedentary time: a cross-sectional study in children from 12 countries', BMC Public Health, vol. 19, no. 1, 222. https://doi.org/10.1186/s12889-019-6542-6
Zakrzewski-Fruer, Julia K. ; Gillison, Fiona B. ; Katzmarzyk, Peter T. ; Mire, Emily F. ; Broyles, Stephanie T. ; Champagne, Catherine M. ; Chaput, Jean-Philippe ; Denstel, Kara D. ; Fogelholm, Mikael ; Hu, Gang ; Lambert, Estelle V. ; Maher, Carol ; Maia, José ; Olds, Tim ; Onywera, Vincent ; Sarmiento, Olga L. ; Tremblay, Mark S. ; Tudor-Locke, Catrine ; Standage, Martyn. / Association between breakfast frequency and physical activity and sedentary time: a cross-sectional study in children from 12 countries. In: BMC Public Health. 2019 ; Vol. 19, No. 1.
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abstract = "Background: Existing research has documented inconsistent findings for the associations among breakfast frequency, physical activity (PA), and sedentary time in children. The primary aim of this study was to examine the associations among breakfast frequency and objectively-measured PA and sedentary time in a sample of children from 12 countries representing a wide range of human development, economic development and inequality. The secondary aim was to examine interactions of these associations between study sites. Methods: This multinational, cross-sectional study included 6228 children aged 9-11 years from the 12 International Study of Childhood Obesity, Lifestyle and the Environment sites. Multilevel statistical models were used to examine associations between self-reported habitual breakfast frequency defined using three categories (breakfast consumed 0 to 2 days/week [rare], 3 to 5 days/week [occasional] or 6 to 7 days/week [frequent]) or two categories (breakfast consumed less than daily or daily) and accelerometry-derived PA and sedentary time during the morning (wake time to 1200 h) and afternoon (1200 h to bed time) with study site included as an interaction term. Model covariates included age, sex, highest parental education, body mass index z-score, and accelerometer waking wear time. Results: Participants averaged 60 (s.d. 25) min/day in moderate-to-vigorous PA (MVPA), 315 (s.d. 53) min/day in light PA and 513 (s.d. 69) min/day sedentary. Controlling for covariates, breakfast frequency was not significantly associated with total daily or afternoon PA and sedentary time. For the morning, frequent breakfast consumption was associated with a higher proportion of time in MVPA (0.3{\%}), higher proportion of time in light PA (1.0{\%}) and lower min/day and proportion of time sedentary (3.4 min/day and 1.3{\%}) than rare breakfast consumption (all p ≤ 0.05). No significant associations were found when comparing occasional with rare or frequent breakfast consumption, or daily with less than daily breakfast consumption. Very few significant interactions with study site were found. Conclusions: In this multinational sample of children, frequent breakfast consumption was associated with higher MVPA and light PA time and lower sedentary time in the morning when compared with rare breakfast consumption, although the small magnitude of the associations may lack clinical relevance. Trial registration: The International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) is registered at (Identifier NCT01722500).",
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T1 - Association between breakfast frequency and physical activity and sedentary time: a cross-sectional study in children from 12 countries

AU - Zakrzewski-Fruer, Julia K.

AU - Gillison, Fiona B.

AU - Katzmarzyk, Peter T.

AU - Mire, Emily F.

AU - Broyles, Stephanie T.

AU - Champagne, Catherine M.

AU - Chaput, Jean-Philippe

AU - Denstel, Kara D.

AU - Fogelholm, Mikael

AU - Hu, Gang

AU - Lambert, Estelle V.

AU - Maher, Carol

AU - Maia, José

AU - Olds, Tim

AU - Onywera, Vincent

AU - Sarmiento, Olga L.

AU - Tremblay, Mark S.

AU - Tudor-Locke, Catrine

AU - Standage, Martyn

PY - 2019/2/21

Y1 - 2019/2/21

N2 - Background: Existing research has documented inconsistent findings for the associations among breakfast frequency, physical activity (PA), and sedentary time in children. The primary aim of this study was to examine the associations among breakfast frequency and objectively-measured PA and sedentary time in a sample of children from 12 countries representing a wide range of human development, economic development and inequality. The secondary aim was to examine interactions of these associations between study sites. Methods: This multinational, cross-sectional study included 6228 children aged 9-11 years from the 12 International Study of Childhood Obesity, Lifestyle and the Environment sites. Multilevel statistical models were used to examine associations between self-reported habitual breakfast frequency defined using three categories (breakfast consumed 0 to 2 days/week [rare], 3 to 5 days/week [occasional] or 6 to 7 days/week [frequent]) or two categories (breakfast consumed less than daily or daily) and accelerometry-derived PA and sedentary time during the morning (wake time to 1200 h) and afternoon (1200 h to bed time) with study site included as an interaction term. Model covariates included age, sex, highest parental education, body mass index z-score, and accelerometer waking wear time. Results: Participants averaged 60 (s.d. 25) min/day in moderate-to-vigorous PA (MVPA), 315 (s.d. 53) min/day in light PA and 513 (s.d. 69) min/day sedentary. Controlling for covariates, breakfast frequency was not significantly associated with total daily or afternoon PA and sedentary time. For the morning, frequent breakfast consumption was associated with a higher proportion of time in MVPA (0.3%), higher proportion of time in light PA (1.0%) and lower min/day and proportion of time sedentary (3.4 min/day and 1.3%) than rare breakfast consumption (all p ≤ 0.05). No significant associations were found when comparing occasional with rare or frequent breakfast consumption, or daily with less than daily breakfast consumption. Very few significant interactions with study site were found. Conclusions: In this multinational sample of children, frequent breakfast consumption was associated with higher MVPA and light PA time and lower sedentary time in the morning when compared with rare breakfast consumption, although the small magnitude of the associations may lack clinical relevance. Trial registration: The International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) is registered at (Identifier NCT01722500).

AB - Background: Existing research has documented inconsistent findings for the associations among breakfast frequency, physical activity (PA), and sedentary time in children. The primary aim of this study was to examine the associations among breakfast frequency and objectively-measured PA and sedentary time in a sample of children from 12 countries representing a wide range of human development, economic development and inequality. The secondary aim was to examine interactions of these associations between study sites. Methods: This multinational, cross-sectional study included 6228 children aged 9-11 years from the 12 International Study of Childhood Obesity, Lifestyle and the Environment sites. Multilevel statistical models were used to examine associations between self-reported habitual breakfast frequency defined using three categories (breakfast consumed 0 to 2 days/week [rare], 3 to 5 days/week [occasional] or 6 to 7 days/week [frequent]) or two categories (breakfast consumed less than daily or daily) and accelerometry-derived PA and sedentary time during the morning (wake time to 1200 h) and afternoon (1200 h to bed time) with study site included as an interaction term. Model covariates included age, sex, highest parental education, body mass index z-score, and accelerometer waking wear time. Results: Participants averaged 60 (s.d. 25) min/day in moderate-to-vigorous PA (MVPA), 315 (s.d. 53) min/day in light PA and 513 (s.d. 69) min/day sedentary. Controlling for covariates, breakfast frequency was not significantly associated with total daily or afternoon PA and sedentary time. For the morning, frequent breakfast consumption was associated with a higher proportion of time in MVPA (0.3%), higher proportion of time in light PA (1.0%) and lower min/day and proportion of time sedentary (3.4 min/day and 1.3%) than rare breakfast consumption (all p ≤ 0.05). No significant associations were found when comparing occasional with rare or frequent breakfast consumption, or daily with less than daily breakfast consumption. Very few significant interactions with study site were found. Conclusions: In this multinational sample of children, frequent breakfast consumption was associated with higher MVPA and light PA time and lower sedentary time in the morning when compared with rare breakfast consumption, although the small magnitude of the associations may lack clinical relevance. Trial registration: The International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) is registered at (Identifier NCT01722500).

KW - Exercise

KW - Fasting

KW - Health

KW - International

KW - Nutrition

KW - Youth

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DO - 10.1186/s12889-019-6542-6

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VL - 19

JO - BMC Public Health

T2 - BMC Public Health

JF - BMC Public Health

SN - 1471-2458

IS - 1

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