One- and Two-Year Effects of the Healthy Primary School of the Future on Children’s Dietary and Physical Activity Behaviours: A Quasi-Experimental Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. The Healthy Primary School of the Future
2.3. Study Population
2.4. Data Collection Procedures
2.4.1. Accelerometers
2.4.2. Questionnaires
3. Measures
3.1. Covariates
3.2. Outcomes
4. Statistical Analyses
5. Results
5.1. Children’s PA Behaviours
5.2. Children’s Dietary Behaviours
5.3. Children’s Lunch Intake
6. Discussion
7. Limitations and Strengths
8. Conclusions
Supplementary Materials
Author Contributions
Acknowledgments
Conflicts of Interest
References
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n | Full HPSF | Partial HPSF | Control | Full HPSF vs. Control b | Partial HPSF vs. Control b | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Observed Mean (±SD) | Imp. (%) a | Observed Mean (±SD) | Imp. (%) a | Observed Mean (±SD) | Imp. (%) a | B (95% C.I.) | p | ES | B (95% C.I.) | p | ES | |||
Accelerometry | ||||||||||||||
Sedentary (%) c | T0 | 857 | 59.7 (±7.19) * | 60.9 (±7.02) | 61.6 (±6.73) | |||||||||
T1 | 929 | 61.3 (±6.29) | 30.1 | 61.1 (±7.02) | 36.5 | 62.3 (±7.42) | 31.1 | −0.83 (−1.88–0.23) | 0.125 | −0.15 | 0.40 (−0.64–1.45) | 0.448 | 0.07 | |
T2 | 783 | 61.5 (±6.84) | 28.2 | 62.3 (±6.92) | 21.1 | 63.4 (±6.99) | 21.6 | −1.29 (−2.39–−0.19) | 0.021 | −0.23 | −0.17 (−1.25–0.90) | 0.756 | −0.03 | |
Light PA (%) c | T0 | 857 | 32.0 (±5.75) * | 31.9 (±5.66) * | 31.0 (±5.40) | |||||||||
T1 | 929 | 30.7 (±4.98) | 31.1 | 31.3 (±5.50) | 29.4 | 30.2 (±5.78) | 28.5 | 0.44 (−0.39–1.28) | 0.299 | 0.10 | −0.24 (−1.07–0.58) | 0.566 | −0.06 | |
T2 | 783 | 30.6 (±5.20) | 21.1 | 30.1 (±5.44) | 17.8 | 29.3 (±5.30) | 17.9 | 0.94 (0.07–1.81) | 0.034 | 0.22 | −0.03 (−0.88–0.82) | 0.946 | −0.01 | |
MVPA (%) c | T0 | 857 | 8.3 (±2.73) * | 7.2 (±2.53) | 7.4 (±2.58) | |||||||||
T1 | 929 | 8.0 (±2.50) | 47.0 | 7.6 (±2.73) | 52.6 | 7.5 (±2.64) | 44.6 | 0.40 (−0.04–0.85) | 0.074 | 0.17 | −0.18 (−0.61–0.26) | 0.429 | −0.07 | |
T2 | 783 | 7.9 (±2.88) | 44.4 | 7.6 (±2.54) | 46.1 | 7.4 (±2.59) | 35.8 | 0.36 (−0.10–0.82) | 0.121 | 0.15 | 0.19 (−0.26–0.64) | 0.407 | 0.08 | |
CPM c | T0 | 857 | 1209 (±305.3) * | 1119 (±274.6) | 1117 (±269.5) | |||||||||
T1 | 929 | 1170 (±268.8) | 33.9 | 1137 (±297.7) | 39.8 | 1122 (±311.4) | 37.8 | 26.3 (−18.4–71.1) | 0.249 | 0.11 | −19.7 (−64.1–24.8) | 0.386 | −0.08 | |
T2 | 783 | 1162 (±308.4) | 30.3 | 1106 (±274.6) | 30.9 | 1085 (±294.7) | 28.4 | 44.6 (−1.3–90.5) | 0.057 | 0.18 | 6.8 (−38.2–51.8) | 0.767 | 0.03 | |
Parent-reported | ||||||||||||||
Total time spent on PA behaviours (sum of min/day) d | T0 | 743 | 117.7 (±80.5) | 107.1 (±62.8) * | 124.0 (±83.1) | |||||||||
T1 | 703 | 109.4 (±68.0) | 51.2 | 109.8 (±59.9) | 53.8 | 130.2 (±82.1) | 56.4 | −10.7 (−23.6–2.1) | 0.104 | −0.15 | −2.2 (−14.4–10.0) | 0.738 | −0.03 | |
T2 | 635 | 102.1 (±58.9) | 42.7 | 109.0 (±69.2) | 54.9 | 129.2 (±85.1) | 45.4 | −15.6 (−30.2–−1.0) | 0.037 | −0.22 | 0.2 (−14.4–14.8) | 0.980 | 0.00 | |
Total time spent on sedentary behaviours (sum of min/day) e | T0 | 737 | 91.3 (±70.9) | 93.5 (±73.9) | 98.3 (±77.4) | |||||||||
T1 | 695 | 88.0 (±58.5) | 46.0 | 97.4 (±72.7) | 35.7 | 103.4 (±77.5) | 35.3 | −13.6 (−25.7–−1.6) | 0.026 | −0.21 | −3.7 (−15.3–7.6) | 0.529 | −0.06 | |
T2 | 617 | 85.0 (±60.2) | 40.5 | 94.7 (±59.0) | 30.8 | 104.2 (±74.5) | 30.2 | −18.9 (−31.5–−6.3) | 0.003 | −0.29 | −11.1 (−23.6–1.4) | 0.085 | −0.17 |
n | Full HPSF | Partial HPSF | Control | Full HPSF vs. Control b | Partial HPSF vs. Control b | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Observed Mean (±SD)/% | Imp. (%) a | Observed Mean (±SD)/% | Imp. (%) a | Observed Mean (±SD)/% | Imp. (%) a | B (95% C.I.) | p | ES | B (95% C.I.) | p | ES | |||
Parent-reported | ||||||||||||||
Healthy dietary behaviours (mean days/week) c | T0 | 715 | 5.14 (±1.14) | 5.18 (±0.99) * | 4.94 (±1.11) | |||||||||
T1 | 685 | 5.44 (±1.00) | 61.3 | 5.40 (±0.94) | 56.9 | 5.06 (±0.99) | 48.7 | 0.20 (0.04–0.37) | 0.015 | 0.20 | 0.07 (−0.09–0.23) | 0.405 | 0.07 | |
T2 | 593 | 5.52 (±0.98) | 61.3 | 5.36 (±0.95) | 49.2 | 5.11 (±1.09) | 53.8 | 0.19 (0.01–0.37) | 0.037 | 0.19 | −0.02 (−0.20–0.16) | 0.857 | −0.02 | |
Unhealthy dietary behaviours (mean days/week) d | T0 | 711 | 1.09 (±0.62) | 1.06 (±0.58) | 1.18 (±0.74) | |||||||||
T1 | 684 | 0.97 (±0.65) | 56.3 | 1.00 (±0.62) | 49.4 | 1.19 (±0.72) | 38.0 | −0.15 (−0.28–−0.03) | 0.017 | −0.23 | −0.09 (−0.22–0.03) | 0.148 | −0.14 | |
T2 | 590 | 1.02 (±0.68) | 53.8 | 1.07 (±0.63) | 43.1 | 1.12 (±0.70) | 43.4 | −0.07 (−0.21–0.07) | 0.310 | −0.11 | 0.00 (−0.14–0.15) | 0.961 | 0.01 | |
Child-reported | ||||||||||||||
Healthy dietary behaviours (0–3) e | T0 | 781 | 2.32 (±0.54) | 2.27 (±0.57) | 2.25 (±0.49) | |||||||||
T1 | 1021 | 2.30 (±0.53) | 40.6 | 2.29 (±0.54) | 37.6 | 2.23 (±0.52) | 36.7 | 0.02 (−0.07–0.10) | 0.648 | 0.04 | 0.03 (−0.06–0.11) | 0.550 | 0.05 | |
T2 | 1054 | 2.30 (±0.50) | 45.5 | 2.25 (±0.53) | 44.4 | 2.21 (±0.54) | 46.3 | 0.02 (−0.07–0.11) | 0.637 | 0.04 | 0.02 (−0.07–0.11) | 0.724 | 0.03 | |
Unhealthy dietary behaviours (0–3) f | T0 | 781 | 1.12 (±0.56) | 1.11 (±0.61) | 1.17 (±0.52) | |||||||||
T1 | 1021 | 1.00 (±0.58) | 58.5 | 0.85 (±0.53) | 67.0 | 0.95 (±0.55) | 67.0 | 0.10 (0.02–0.19) | 0.019 | 0.20 | −0.06 (−0.14–0.03) | 0.192 | −0.11 | |
T2 | 1053 | 1.01 (±0.62) | 66.2 | 0.84 (±0.53) | 73.0 | 0.96 (±0.62) | 68.5 | 0.08 (−0.03–0.18) | 0.149 | 0.14 | −0.13 (−0.23–−0.03) | 0.014 | −0.25 | |
School water consumption (0–3) g | T0 | 770 | 1.18 (±1.09) | 1.34 (±1.22) * | 1.02 (±0.99) | |||||||||
T1 | 1014 | 2.51 (±0.85) | 73.3 | 1.49 (±1.19) | 30.1 | 1.29 (±1.06) | 34.6 | 1.06 (0.86–1.26) | <0.001 | 1.03 | −0.13 (−0.33–0.07) | 0.203 | −0.13 | |
T2 | 1046 | 2.59 (±0.80) | 76.8 | 1.54 (±1.17) | 40.3 | 1.26 (±1.15) | 40.3 | 1.17 (0.95–1.38) | <0.001 | 1.14 | −0.02 (−0.23–0.20) | 0.862 | −0.02 |
n | Full HPSF | Partial HPSF | Control | Full HPSF vs. Control b | Partial HPSF vs. Control b | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
% Observed | Imp. (%) a | % Observed | Imp. (%) a | % Observed | Imp. (%) a | OR (95% C.I.) | p | OR (95% C.I.) | p | |||
Child-reported | ||||||||||||
Fruit (% yes) | T0 | 856 | 37.2 | 38.2 * | 29.9 | |||||||
T1 | 1202 | 62.2 | 39.8 | 35.5 | 13.8 | 31.3 | 17.6 | 2.63 (1.72–4.01) | <0.001 | 0.80 (53–1.22) | 0.303 | |
T2 | 1149 | 52.6 | 30.8 | 42.9 | 18.2 | 35.6 | 24.9 | 1.41 (0.91–2.17) | 0.122 | 0.88 (0.58–1.35) | 0.571 | |
Vegetables (% yes) | T0 | 857 | 23.8 | 25.4 * | 17.8 | |||||||
T1 | 1203 | 53.7 | 44.8 | 18.7 | 8.8 | 21.2 | 15.5 | 3.17 (1.97–5.09) | <0.001 | 0.52 (0.32–0.84) | 0.009 | |
T2 | 1145 | 64.0 | 46.8 | 21.5 | 15.2 | 23.7 | 17.8 | 4.39 (2.68–7.21) | <0.001 | 0.58 (0.35–0.95) | 0.030 | |
Grains (% yes) c | T0 | 861 | 93.6 * | 89.2 * | 80.1 | |||||||
T1 | 1208 | 90.5 | 5.4 | 89.4 | 9.1 | 86.0 | 15.4 | 0.43 (0.22–0.85) | 0.017 | 0.68 (0.37–1.23) | 0.214 | |
T2 | 1144 | 90.1 | 5.6 | 88.7 | 10.0 | 85.0 | 15.7 | 0.45 (0.22–0.91) | 0.027 | 0.69 (0.38–1.27) | 0.237 | |
Dairy (% yes) d | T0 | 852 | 35.1 | 40.3 | 37.0 | |||||||
T1 | 1201 | 73.3 | 43.6 | 31.5 | 13.1 | 39.1 | 21.7 | 4.43 (2.90–6.76) | <0.001 | 0.59 (0.39–0.89) | 0.013 | |
T2 | 1146 | 74.3 | 45.2 | 26.9 | 10.0 | 39.9 | 22.8 | 4.52 (2.93–6.97) | <0.001 | 0.45 (0.29–0.68) | <0.001 | |
Water (% yes) | T0 | 852 | 33.9 * | 39.6 * | 25.9 | |||||||
T1 | 1197 | 55.7 | 35.8 | 42.9 | 18.5 | 42.2 | 28.4 | 1.18 (0.77–1.81) | 0.448 | 0.52 (0.34–0.79) | 0.002 | |
T2 | 1143 | 51.7 | 34.8 | 49.6 | 25.7 | 35.2 | 24.2 | 1.35 (0.87–2.09) | 0.185 | 0.95 (0.62–1.45) | 0.810 | |
Butter (% yes) | T0 | 862 | 55.8 * | 55.2 * | 45.2 | |||||||
T1 | 1202 | 23.1 | 5.8 | 48.7 | 12.5 | 46.2 | 17.3 | 0.22 (0.15–0.33) | <0.001 | 0.74 (0.51–1.06) | 0.109 | |
T2 | 1144 | 21.1 | 8.1 | 47.9 | 12.9 | 47.9 | 18.2 | 0.19 (0.13–0.30) | <0.001 | 0.64 (0.43–0.94) | 0.024 | |
Minimum of two food groups at lunch (% yes) e | T0 | 869 | 81.1 | 85.4 * | 77.1 | |||||||
T1 | 1210 | 95.0 | 17.5 | 83.7 | 9.4 | 80.4 | 19.1 | 3.51 (1.88–6.56) | <0.001 | 0.69 (0.41–1.17) | 0.171 | |
T2 | 1151 | 93.9 | 19.0 | 81.1 | 12.4 | 80.0 | 15.6 | 2.98 (1.59–5.61) | <0.001 | 0.62 (0.36–1.05) | 0.078 |
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Bartelink, N.H.M.; van Assema, P.; Kremers, S.P.J.; Savelberg, H.H.C.M.; Oosterhoff, M.; Willeboordse, M.; van Schayck, O.C.P.; Winkens, B.; Jansen, M.W.J. One- and Two-Year Effects of the Healthy Primary School of the Future on Children’s Dietary and Physical Activity Behaviours: A Quasi-Experimental Study. Nutrients 2019, 11, 689. https://doi.org/10.3390/nu11030689
Bartelink NHM, van Assema P, Kremers SPJ, Savelberg HHCM, Oosterhoff M, Willeboordse M, van Schayck OCP, Winkens B, Jansen MWJ. One- and Two-Year Effects of the Healthy Primary School of the Future on Children’s Dietary and Physical Activity Behaviours: A Quasi-Experimental Study. Nutrients. 2019; 11(3):689. https://doi.org/10.3390/nu11030689
Chicago/Turabian StyleBartelink, Nina H. M., Patricia van Assema, Stef P. J. Kremers, Hans H. C. M. Savelberg, Marije Oosterhoff, Maartje Willeboordse, Onno C. P. van Schayck, Bjorn Winkens, and Maria W. J. Jansen. 2019. "One- and Two-Year Effects of the Healthy Primary School of the Future on Children’s Dietary and Physical Activity Behaviours: A Quasi-Experimental Study" Nutrients 11, no. 3: 689. https://doi.org/10.3390/nu11030689
APA StyleBartelink, N. H. M., van Assema, P., Kremers, S. P. J., Savelberg, H. H. C. M., Oosterhoff, M., Willeboordse, M., van Schayck, O. C. P., Winkens, B., & Jansen, M. W. J. (2019). One- and Two-Year Effects of the Healthy Primary School of the Future on Children’s Dietary and Physical Activity Behaviours: A Quasi-Experimental Study. Nutrients, 11(3), 689. https://doi.org/10.3390/nu11030689