Association between school food/physical activity environment category and pupil obesity, dietary and physical activity outcome measures, estimated using multilevel modelling
Outcome variable | School environment category* | Outcome time point | |||||||
Baseline | Follow-up 1 | Follow-up 2 | Repeated measures model | ||||||
Regression coefficient (95% CI) | P value | Regression coefficient (95% CI) | P value | Regression coefficient (95% CI) | P value | Regression coefficient (95% CI) | P value | ||
zBMI | PA 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 focus | 0.04 (−0.14 to 0.23) | 0.64 | 0.07 (−0.09 to 0.23) | 0.41 | −0.11 (−0.25 to 0.03) | 0.14 | 0.07 (−0.12 to 0.26) | 0.49 | |
zWC | PA focus | −0.10 (−0.36 to 0.16) | 0.44 | 0.04 (−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) | 0.06 | 0.19 (−0.07 to 0.45) | 0.14 | 0.07 (−0.15 to 0.29) | 0.55 | −0.14 (−0.37 to 0.08) | 0.21 | |
Complete health focus | 0.10 (−0.14 to 0.34) | 0.40 | −0.01 (−0.26 to 0.24) | 0.95 | −0.18 (−0.38 to 0.03) | 0.09 | 0.07 (−0.14 to 0.28) | 0.52 | |
Dietary total energy intake (kJ/24 hours) | PA focus | −903.5 (−2402.7 to 595.6) | 0.24 | 433.7 (−70.5 to 937.9) | 0.09 | 33.2 (−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) | 0.82 | 260.8 (−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) | 0.58 | 32.8 (−464.7 to 530.3) | 0.90 | 171.3 (−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) | 0.14 | 11.8 (−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) | 0.40 | 3.0 (−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) | 0.84 | 27.1 (−11.9 to 66.0) | 0.17 | 8.6 (−48.1 to 65.3) | 0.77 | 5.2 (−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) | 0.81 | 1.9 (−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) | 0.02 | 3.8 (−3.1 to 10.7) | 0.28 | 3.5 (−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) | 0.42 | 5.3 (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) | 0.70 | 3.8 (−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) | 0.94 | 0.78 (−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) | 0.49 | 7.2 (−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.