Cited by 368Obesity, Physical Activity, DietPhysical Activity and HealthSleep and related disorders

The DOI matches its Crossref record; 44 of the 44 references it cites were found in a registry or an index; 12 of the 68 sources its claims cite were checked for support.

Proportion of children meeting recommendations for 24-hour movement guidelines and associations with adiposity in a 12-country study

Open access
for the ISCOLE Research Group, Roman-Viñas, Blanca, Chaput, Jean-Philippe, Katzmarzyk, Peter T., Fogelholm, Mikael, Lambert, Estelle V., Maher, Carol, Maia, Jose, Olds, Timothy, Onywera, Vincent, Sarmiento, Olga L., Standage, Martyn, Tudor-Locke, Catrine, Tremblay, Mark S.·2016·International Journal of Behavioral Nutrition and Physical Activity

Abstract

BACKGROUND: The Canadian 24-h movement guidelines were developed with the hope of improving health and future health outcomes in children and youth. The purpose of this study was to evaluate adherence to the 3 recommendations most strongly associated with health outcomes in new 24-h movement guidelines and their relationship with adiposity (obesity and body mass index z-score) across countries participating in the International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE). METHODS: ) was calculated, and BMI z-scores were computed using age- and sex-specific reference data from the World Health Organization. Obesity was defined as a BMI z-score > +2 SD. Meeting the overall 24-h movement guidelines was defined as: 9 to 11 h/night of sleep, ≤2 h/day of screen time, and at least 60 min/day of MVPA. Age, sex, highest parental education and unhealthy diet pattern score were included as covariates in statistical models. Associations between meeting vs. not meeting each single recommendation (and combinations) with obesity were assessed with odds ratios calculated using generalized linear mixed models. A linear mixed model was used to examine the differences in BMI z-scores between children meeting vs. not meeting the different combinations of recommendations. RESULTS: The global prevalence of children meeting the overall recommendations (all three behaviors) was 7%, with children from Australia and Canada showing the highest adherence (15%). Children meeting the three recommendations had lower odds ratios for obesity compared to those meeting none of the recommendations (OR = 0.28, 95% CI 0.18-0.45). Compared to not meeting the 24-h movement recommendations either independently or combined, meeting them was significantly associated with a lower BMI z-score. Whenever the MVPA recommendation was included in the analysis the odds ratios for obesity were lower. CONCLUSIONS: For ISCOLE participants meeting these 3 healthy movement recommendations the odds ratios of being obese or having high BMI z-scores were lower. However, only a small percentage of children met all recommendations. Future efforts should aim to find promising ways to increase daily physical activity, reduce screen time, and ensure an adequate night's sleep in children. TRIAL REGISTRATION: The International Study of Childhood Obesity, Lifestyle and the Environment (ISCOLE) was registered at ClinicalTrials.gov (Identifier NCT01722500) (October 29, 2012).

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

In 6,128 children aged 9–11 years from 12 ISCOLE countries, only 7.2% met all three 24-hour movement guidelines (MVPA, screen time, sleep), and meeting all three was associated with lower odds of obesity (OR 0.28, 95% CI 0.18–0.45) and lower BMI z-score. MVPA was the single recommendation most strongly associated with lower obesity odds.

Key findings

  • Overall adherence to all three recommendations was 7.2%; the highest site prevalences were Australia (14.9%) and Canada (14.0%), and the lowest was China (1.5%).
  • Children meeting all three recommendations had lower odds of obesity than those meeting none: total sample OR 0.28 (95% CI 0.18–0.45); boys OR 0.38 (95% CI 0.22–0.64); girls OR 0.11 (95% CI 0.04–0.35). The paper states children meeting the three recommendations were 72% less likely to be obese than those who did not meet them.
  • Meeting any single recommendation was generally associated with lower obesity odds, especially MVPA: total sample OR 0.45 (95% CI 0.38–0.52) for MVPA, OR 0.67 (95% CI 0.58–0.77) for sleep, and OR 0.86 (95% CI 0.75–0.98) for screen time.
  • Meeting all three recommendations was associated with the lowest BMI z-score: total sample 0.01 vs 0.49 for not meeting; boys 0.07 vs 0.58; girls −0.05 vs 0.41.

Methods

  • Cross-sectional analysis of ISCOLE data collected September 2011–December 2013 from 6,128 children aged 9–11 years across 12 countries. From 7,372 ISCOLE participants, exclusions were invalid accelerometry (n = 1,214), missing screen time (n = 25), and missing BMI (n = 5).
  • MVPA and sleep duration were assessed with 24-hour waist-worn Actigraph GT3X+ accelerometry; screen time was self-reported; height and weight were measured, BMI was calculated, and BMI z-scores used WHO age- and sex-specific reference data. Obesity was BMI z-score > +2 SD. Meeting guidelines was defined as 9–11 h/night sleep, ≤2 h/day screen time, and ≥60 min/day MVPA.
  • Associations with obesity were assessed with odds ratios from generalized linear mixed models; differences in BMI z-scores were examined with linear mixed models. Models adjusted for age, sex, highest parental education, and unhealthy diet pattern score; study sites were fixed effects and schools nested within sites were random effects.

Limitations

  • Stated in the paper: the cross-sectional design precludes cause-and-effect associations; possible residual confounding by unmeasured variables; sleep duration was analyzed without a measure of sleep quality; screen time was self-reported; and findings have limited generalizability to the whole population.
  • Evident in the text: participants excluded for missing data had significantly higher BMI z-scores (0.61) than those included (0.46), suggesting possible selection bias; within-site samples were not intended to be nationally representative.
  • Evident in the text: analyses by study site were not possible due to lack of statistical power for certain combinations of movement behaviors.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1186/s12966-016-0449-8

Cites

44 of 44 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Figures

Fig. 1 Venn diagram showing the proportion (%) of participants meeting no guidelines, the moderate-to-vigorous physical activity (MVPA), screen time, and sleep duration recommendations, and combinations of these recommendations in the full study sample (n = 6128)
Fig. 1 Venn diagram showing the proportion (%) of participants meeting no guidelines, the moderate-to-vigorous physical activity (MVPA), screen time, and sleep duration recommendations, and combinations of these recommendations in the full study sample (n = 6128)CC BY · PubMed Central

Verification

Claims the paper makes

28 Own result · 27 Not checked yet · 14 Own method · 4 Own interpretation · 3 Partly supported · 1 Supported so far · 1 No basis given · accuracy not yet measured

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Show all 38 claims

  • It may state two separate claims as one. 22
  • Probably not a substantial claim. 26
  • The quote only partly states this claim. 1
40 of 40
  • The paper relies on this without support.

    The Canadian 24-h movement guidelines thresholds (9–11 h/night sleep, ≤2 h/day screen time, ≥60 min/day MVPA) are appropriate for children in all 12 ISCOLE countries.

    “Meeting the overall 24-h movement guidelines was defined as: 9 to 11 h/night of sleep, ≤2 h/day of screen time, and at least 60 min/day of MVPA.”
    “The 24-h movement guidelines recently developed in Canada represent a paradigm shift in thinking about movement behaviors [4] from a focus on a single specific movement behavior type (e.g., MVPA) to an integrated movement behavior model.”
  • The paper relies on this without support.

    Exclusion of participants with missing data did not materially bias the associations between movement behaviors and adiposity.

    “Participants excluded due to missing data had significantly higher BMI z-scores (0.61) compared to those included in the present analytical sample (0.46).”
  • The paper relies on this without support.

    The main analyses had sufficient statistical power to detect the reported associations.

    “Models were presented for the total sample and by sex only; analyses by study site were not possible due to a lack of statistical power for certain combinations of movement behaviors.”
  • The paper relies on this without support.

    Self-reported screen time is a valid measure of screen time in all 12 participating countries.

    “Although not tested individually in every participating country, the TV viewing time question was shown to have adequate reliability with a one week test-retest interval (Spearman correlation = 0.55–0.68) and validity as compared to 7-day TV time use logs (Spearman correlation = 0.47) [28].”
  • The paper relies on this without support.

    How children distribute their time during the day may affect their total energy expenditure.

    “How children distribute their time during the day may affect their total energy expenditure.”
  • The paper relies on this without support.

    There are currently no specific recommendations for light-intensity activities or non-screen sedentary behaviors.

    “Consequently, there are currently no specific recommendations for light-intensity activities or non-screen sedentary behaviors.”
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Metadata

Authors
for the ISCOLE Research Group, Roman-Viñas, B., Chaput, J.-P., Katzmarzyk, P. T., Fogelholm, M., Lambert, E. V., Maher, C., Maia, J., Olds, T., Onywera, V., Sarmiento, O. L., Standage, M., Tudor-Locke, C., & Tremblay, M. S.
Affiliations
  • Children's Hospital of Eastern Ontario (CA)
  • Pennington Biomedical Research Center (US)
  • University of Helsinki (FI)
  • University of Cape Town (ZA)
  • University of South Australia (AU)
  • Kenyatta University (KE)
  • Universidad de Los Andes (CO)
  • University of Bath (GB)
Corresponding author
Tremblay, Mark S.
Venue
International Journal of Behavioral Nutrition and Physical Activity
Published
2016-11-25
Volume
13
Issue
1
Pages
123-123
ISSN
1479-5868 (ISSN-L)
OpenAlex
W2555900862
Cited by
368
References
44
Citations by year
2026: 14 · 2025: 31 · 2024: 43 · 2023: 51 · 2022: 60 · 2021: 65 · 2020: 56 · 2019: 24 · 2018: 18 · 2017: 6
FWCI
15.87
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • International Journal of Behavioral Nutrition and Physical Activity (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) (acceptedVersion)
  • The University of Bath Online Publications Store (The University of Bath) (submittedVersion, cc-by)
  • uO Research (University of Ottawa) (submittedVersion, public-domain)
  • Työväentutkimus Vuosikirja (submittedVersion)
  • Open University of Cape Town (University of Cape Town) (submittedVersion, cc-by)
  • Open University of Cape Town (University of Cape Town) (submittedVersion)
  • Leicester Research Archive (University of Leicester) (submittedVersion, cc-by)
  • Pure (University of Bath) (submittedVersion, cc-by)
  • UniSA Research Outputs Repository (University of South Australia) (submittedVersion, other-oa)
Funders
Coca-Cola (not applicable)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
Keywords
24-hour movement guidelines, childhood obesity, BMI z-score, sleep duration, screen time, moderate-to-vigorous physical activity, guideline adherence, children and young people, cross-national comparison
MeSH terms
Australia, Body Weight, Canada, Child, Cross-Sectional Studies, Diet, Feeding Behavior, Female, Humans, Male, Sleep, Exercise, Body Mass Index, Prevalence, Odds Ratio, Guidelines as Topic, Adiposity, Sedentary Behavior, Self Report, Accelerometry, Pediatric Obesity

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