Table 5

Association between school food/physical activity environment category and pupil obesity, dietary and physical activity outcome measures, estimated using multilevel modelling

Outcome variableSchool environment category*Outcome time point
BaselineFollow-up 1Follow-up 2Repeated measures model
Regression coefficient (95% CI)P valueRegression coefficient (95% CI)P valueRegression coefficient (95% CI)P valueRegression coefficient (95% CI)P value
zBMIPA focus−0.06 (−0.25 to 0.14)0.57−0.06 (−0.22 to 0.10)0.48−0.17 (−0.31 to −0.03)0.02−0.10 (−0.29 to 0.10)0.32
HE focus−0.09 (−0.28 to 0.09)0.33−0.02 (−0.18 to 0.15)0.86−0.02 (−0.16 to 0.13)0.80−0.07 (−0.27 to 0.13)0.47
Complete health focus0.04 (−0.14 to 0.23)0.640.07 (−0.09 to 0.23)0.41−0.11 (−0.25 to 0.03)0.140.07 (−0.12 to 0.26)0.49
zWCPA focus−0.10 (−0.36 to 0.16)0.440.04 (−0.22 to 0.30)0.75−0.15 (−0.36 to 0.06)0.16−0.11 (−0.32 to 0.11)0.33
HE focus−0.24 (−0.48 to 0.01)0.060.19 (−0.07 to 0.45)0.140.07 (−0.15 to 0.29)0.55−0.14 (−0.37 to 0.08)0.21
Complete health focus0.10 (−0.14 to 0.34)0.40−0.01 (−0.26 to 0.24)0.95−0.18 (−0.38 to 0.03)0.090.07 (−0.14 to 0.28)0.52
Dietary total energy intake (kJ/24 hours)PA focus−903.5 (−2402.7 to 595.6)0.24433.7 (−70.5 to 937.9)0.0933.2 (−614.5 to 681.0)0.92−220.9 (−815.1 to 373.4)0.47
HE focus−847.8 (−2255.8 to 560.3)0.24−63.7 (−598.0 to 470.5)0.82260.8 (−443.1 to 964.7)0.47−483.8 (−1087.4 to 119.9)0.12
Complete health focus−399.3 (−1801.3 to 1002.6)0.5832.8 (−464.7 to 530.3)0.90171.3 (−466.4 to 809.1)0.60−200.0 (−773.9 to 373.8)0.49
Fruit and vegetable intake (g/24 hours)PA focus−57.8 (−135.5 to 19.8)0.1411.8 (−27.9 to 51.5)0.56−16.0 (−73.9 to 41.9)0.59−22.6 (−64.9 to 19.6)0.29
HE focus−31.6 (−104.7 to 41.4)0.403.0 (−38.6 to 44.7)0.89−4.4 (−66.9 to 58.0)0.89−21.6 (−64.4 to 21.2)0.32
Complete health focus−7.3 (−80.0 to 65.4)0.8427.1 (−11.9 to 66.0)0.178.6 (−48.1 to 65.3)0.775.2 (−35.6 to 45.9)0.80
PAEE (kJ/kg body weight/24 hours)PA focus−6.0 (−11.7 to −0.28)0.04−0.79 (−7.2 to 5.7)0.811.9 (−3.8 to 7.6)0.51−2.8 (−7.2 to 1.6)0.21
HE focus−6.3 (−11.8 to −0.86)0.023.8 (−3.1 to 10.7)0.283.5 (−2.7 to 9.7)0.27−0.83 (−5.3 to 3.7)0.72
Complete health focus−6.3 (−11.6 to −1.0)0.02−2.6 (−8.8 to 3.6)0.425.3 (0.04 to 10.6)0.05−3.0 (−7.2 to 1.2)0.16
Estimated time spent in MVPA (min/24 hours)PA focus−4.2 (−18.5 to 10.1)0.57−3.7 (−22.7 to 15.2)0.703.8 (−10.5 to 18.2)0.60−1.4 (−11.9 to 9.1)0.80
HE focus−13.2 (−26.8 to 0.47)0.06−0.80 (−20.9 to 19.3)0.940.78 (−14.5 to 16.1)0.92−5.0 (−15.7 to 5.7)0.36
Complete health focus−14.1 (−27.4 to −0.75)0.04−6.4 (−24.7 to 11.8)0.497.2 (−6.4 to 20.9)0.30−6.4 (−16.5 to 3.7)0.21
  • All models with outcomes measured at a single time point include school as a random effect, and age at baseline, sex, ethnicity and Index of Multiple Deprivation score as fixed-effect covariates. Models with outcomes at follow-up 1 and follow-up 2 also include the outcome variable at baseline and the WAVES trial arm as fixed-effect covariates.

  • Repeated measures models include school and pupil as a random effect, and measurement time point, age at baseline, sex, ethnicity, Index of Multiple Deprivation score and WAVES trial arm as fixed-effect covariates.

  • Results shown in bold are statistically significant.

  • *Minimal health focus schools are the reference category.

  • HE, healthy eating; MVPA, moderate-to-vigorous physical activity; PA, physical activity; PAEE, physical activity energy expenditure; WAVES, West Midlands ActiVe lifestyle and healthy Eating in School children; zBMI, body mass index z-score; zWC, waist circumference z-score.