Cited by 189Physical Activity and HealthSchool Health and Nursing EducationObesity, Physical Activity, Diet

The DOI matches its Crossref record; 119 of the 122 references it cites were found in a registry or an index; 7 of the 139 sources its claims cite were checked for support.

A mixed-studies systematic review and meta-analysis of school-based interventions to promote physical activity and/or reduce sedentary time in children

Open access

Abstract

Purpose: The aim of this mixed-studies systematic review was to ascertain the effectiveness of school-based interventions in increasing physical activity (PA) and/or reducing sedentary time (ST) in children aged 5-11 years, as well as to explore their effectiveness in relation to categories of the theory of expanded, extended, and enhanced opportunity (TEO). Methods: = 419) resulted in 112 records that were full-text screened. Two independent reviewers subsequently used the mixed-methods appraisal tool to assess the methodological quality of 57 full-text studies that met the inclusion criteria after full-text screening. The interventions were summarised using the TIDierR checklist and TEO. The strength of evidence was determined using a 5-level rating system utilising a published decision tree. Results: Overall evidence ratings for interventions implemented within school settings were: no evidence of effects on moderate-to-vigorous physical activity (MVPA) and inconclusive evidence of effects on sedentary time. In relation to the TEO, expansion of PA appeared to be the most promising intervention type for MVPA, with moderate evidence of effect, whereas extension and enhancement of PA opportunity demonstrated no evidence of effect. A critical issue of possible compensatory behavior was identified by analysis of intervention effect in relation to PA measurement duration; when studies measured changes in PA during the actual intervention, there was moderate evidence of effect, whereas those that measured changes in PA during the school day presented inconclusive evidence of effect, and those that measured changes in PA over a whole day yielded no evidence of effect. Two meta-analyses of those studies using a whole-day accelerometer measure for MVPA or ST showed a significant but moderate effect for MVPA (effect size = 0.51; 95% confidence interval (CI): 0.02-0.99) and a large but nonsignificant effect for ST (effect size = 1.15; 95%CI: -1.03 to 3.33); both meta-analyses demonstrated low precision, considerable inconsistency, and high heterogeneity. Conclusion: The findings have important implications for future intervention research in terms of intervention design, implementation, and evaluation.

Overview

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TL;DR

This mixed-studies systematic review and meta-analysis of school-based interventions in children aged 5–11 found no overall evidence of effect on MVPA and inconclusive evidence on sedentary time, despite many individual studies reporting positive effects. Expanded PA opportunities (e.g., after-school clubs, class PA breaks, active learning, active travel) were the most promising, but whole-day effects were limited and meta-analytic estimates were imprecise and highly heterogeneous.

Key findings

  • Across 57 original studies (29 RCTs, 17 non-randomised, 10 descriptive, 1 mixed-methods), 68% reported a positive PA effect; 62% of 37 MVPA studies were positive; 6 of 11 ST studies reported positive effects. Overall evidence ratings were no evidence for MVPA and inconclusive for ST.
  • By TEO category, expanded opportunities had moderate evidence for MVPA (82% positive), extended opportunities had inconclusive evidence, and enhanced opportunities had no evidence. After-school clubs (moderate), class PA breaks, physically active learning, and active travel (limited) were the most promising intervention types.
  • Measurement time influenced findings: during intervention delivery, 100% of 9 studies reported positive effects (moderate evidence); during the school day, 76% of 16 studies were positive (inconclusive evidence); over the whole day, 58% (19/33) were positive (no evidence). Whole-day accelerometer meta-analysis gave pooled ES 0.51 (95%CI 0.02–0.99) for MVPA and 1.15 (95%CI –1.03 to 3.33) for ST, with I² = 98.43% and 98.6%, respectively.
  • Publication bias was suggested for MVPA (Egger z = 4.3749, p < 0.0001), and sensitivity analyses made the pooled MVPA effect non-significant after removing several individual studies.

Methods

  • Mixed-studies systematic review and meta-analysis registered with PROSPERO (CRD42017082184) and reported per PRISMA; searched ERIC, MEDLINE, PsychINFO, SPORTDiscus, and Web of Science through 30 June 2017. Inclusion criteria were children aged 5–11, school-based PA/SB interventions lasting at least 4 weeks, and objectively assessed PA, ST, or both; 57 original studies plus 3 follow-up reports were included.
  • Quality was appraised with the Mixed Methods Appraisal Tool (MMAT); strength of evidence used a 5-level rating system (strong, moderate, limited, inconclusive, no evidence); data extraction used the TIDieR checklist and categorised interventions by the Theory of Expanded, Extended, and Enhanced Opportunities (TEO).
  • A post hoc random-effects meta-analysis was conducted on whole-day accelerometer studies reporting MVPA or ST, using Hedges’ g; mixed-effect meta-regression examined study type and quality; heterogeneity used Q and I²; publication bias used funnel plots and Egger regression (not for ST due to only 4 studies).

Limitations

  • Stated: the initial literature search did not include specific intervention-type or sex terms, though secondary searches likely mitigated this; the TEO was applied retrospectively rather than underpinning included studies; methodological quality was variable, with common lack of randomisation and unclear dropout; many studies did not report tailoring/modifications or adherence; some used objective PA only in a subsample, risking selection bias; device, time frame, and cut-point variation weakened conclusions; ST meta-analysis had only 4 studies, precluding meta-regression and funnel plots.
  • Evident: meta-analytic estimates had low precision and considerable heterogeneity; MVPA publication bias was detected and sensitivity analyses made the pooled MVPA effect non-significant after removing several studies; the abstract and Results report different pooled ES values (0.57/1.57 vs 0.51/1.15), an inconsistency in reporting.

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Integrity signals

Registry

Crossref · 10.1016/j.jshs.2019.06.009

Cites

119 of 119 references verified0 citation errors · 0 not checkable

Statistics

Figures

Graphical abstract
Graphical abstract CC BY-NC-ND · PubMed Central
Fig. 1 Evidence search and exclusion process. PA = physical activity; ST = sedentary time.
Fig. 1 Evidence search and exclusion process. PA = physical activity; ST = sedentary time.CC BY-NC-ND · PubMed Central
Fig. 2 Main effect for moderate-to-vigorous physical activity whole-day accelerometer measure. Forest plot for standardised mean difference of change in physical activity between intervention and control groups of school-based physical activity interventions in children.
Fig. 2 Main effect for moderate-to-vigorous physical activity whole-day accelerometer measure. Forest plot for standardised mean difference of change in physical activity between intervention and control groups of school-based physical activity interventions in children.CC BY-NC-ND · PubMed Central

Verification

Claims the paper makes

68 Not checked yet · 66 Own result · 19 Own interpretation · 15 Own method · 15 No basis given · 2 Partly supported · 1 Supported · 1 Supported so far · accuracy not yet measured

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  • Probably not a substantial claim. 54
  • It may state two separate claims as one. 68
106 of 106
  • The authors state this as an assumption.

    The correlation between baseline and postintervention values is r = 0.5.

    “assuming a correlation of r = 0.5 between baseline and postintervention.44”
  • The paper relies on this without support.

    Increasing MVPA and reducing ST among children produce health benefits.

    “given the health benefits that can result”
  • The paper relies on this without support.

    The school setting is an important location for health-promoting interventions.

    “the importance of the school setting as a location for health-promoting interventions”
3 of 3

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  • Consistentz = 4.3749reported p < .0001 · recomputed p < .001

    “(z = 4.3749, p < .0001”

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Citations

Cites

Show all 122 references

Research works printed but not linked: 2

  1. Cooper, 2015, Objectively measured physical activity and sedentary time in youth: the International Children's Accelerometry Database (ICAD), Int J Behav Nutr Phys Act, 12, 113, 10.1186/s12966-015-0274-5 · DOI · Paper page
  2. Tuvey S, Steele J, Horton E, Mayo X, Liguori G, Mann S, et al. Do changes in cardiorespiratory fitness resulting from physical activity interventions impact academic performance and executive function in children and adolescents? A systematic review, meta-analysis, and meta-regression. preprint. Available at: https://osf.io/preprints/sportrxiv/4j2sa/. [accessed 04.03.2019].

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Metadata

Authors
Jones, M., Defever, E., Letsinger, A., Steele, J., & Mackintosh, K. A.
Affiliations
  • Plymouth Marjon University (GB)
  • Southampton Solent University (GB)
  • Texas A&M University (US)
  • Swansea University (GB)
Corresponding author
Jones, Michelle
Venue
Journal of Sport and Health Science
Publisher
Elsevier BV
Published
2020-01
Volume
9
Issue
1
Pages
3-17
ISSN
  • 2213-2961 (ISSN-L)
  • 2095-2546
OpenAlex
W2954737868
Cited by
189
References
122
Citations by year
2026: 21 · 2025: 30 · 2024: 33 · 2023: 27 · 2022: 22 · 2021: 43 · 2020: 11
FWCI
2.30
Type
journal article
Language
en
Open access
Locations
  • Journal of sport and health science/Journal of Sport and Health Science (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • Plymouth Marjon University Repository (Plymouth Marjon University) (acceptedVersion)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › School Health and Nursing Education
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
Keywords
school-based intervention, children, physical activity, sedentary time, moderate-to-vigorous physical activity, compensatory behavior, accelerometer-measured activity, intervention effectiveness
MeSH terms
Child, Child, Preschool, Health Promotion, Humans, Schools, Exercise, Sedentary Behavior

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