| Literature DB >> 30909515 |
Nina H M Bartelink1,2,3, Patricia van Assema4,5, Stef P J Kremers6, Hans H C M Savelberg7, Marije Oosterhoff8, Maartje Willeboordse9, Onno C P van Schayck10, Bjorn Winkens11, Maria W J Jansen12,13.
Abstract
Schools can help to improve children's health. The 'Healthy Primary School of the Future' (HPSF) aims to sustainably integrate health and well-being into the school system. This study examined the effects of HPSF on children's dietary and physical activity (PA) behaviours after 1 and 2 years' follow-up. The study (n = 1676 children) has a quasi-experimental design with four intervention schools, i.e., two full HPSF (focus: nutrition and PA) and two partial HPSF (focus: PA), and four control schools. Accelerometers and child- and parent-reported questionnaires were used at baseline, after 1 (T1) and 2 (T2) years. Mixed-model analyses showed significant favourable effects for the full HPSF versus control schools for, among others, school water consumption (effect size (ES) = 1.03 (T1), 1.14 (T2)), lunch intake of vegetables (odds ratio (OR) = 3.17 (T1), 4.39 (T2)) and dairy products (OR = 4.43 (T1), 4.52 (T2)), sedentary time (ES = -0.23 (T2)) and light PA (ES = 0.22 (T2)). Almost no significant favourable effects were found for partial HPSF compared to control schools. We conclude that the full HPSF is effective in promoting children's health behaviours at T1 and T2 compared with control schools. Focusing on both nutrition and PA components seems to be more effective in promoting healthy behaviours than focusing exclusively on PA.Entities:
Keywords: behaviour; effect evaluation; follow-up; health-promoting schools; nutrition; physical activity
Mesh:
Year: 2019 PMID: 30909515 PMCID: PMC6470547 DOI: 10.3390/nu11030689
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Children’s PA behaviours: Observed descriptives and estimated 1- and 2-year effects.
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| 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.) |
| ES | B (95% C.I.) |
| ES | |||
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| 857 | 59.7 (±7.19) * | 60.9 (±7.02) | 61.6 (±6.73) | |||||||||
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| 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 | |
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| 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) |
| −0.23 | −0.17 (−1.25–0.90) | 0.756 | −0.03 | |
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| 857 | 32.0 (±5.75) * | 31.9 (±5.66) * | 31.0 (±5.40) | |||||||||
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| 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 | |
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| 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) |
| 0.22 | −0.03 (−0.88–0.82) | 0.946 | −0.01 | |
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| 857 | 8.3 (±2.73) * | 7.2 (±2.53) | 7.4 (±2.58) | |||||||||
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| 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 | |
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| 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 | |
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| 857 | 1209 (±305.3) * | 1119 (±274.6) | 1117 (±269.5) | |||||||||
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| 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 | |
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| 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 | |
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| 743 | 117.7 (±80.5) | 107.1 (±62.8) * | 124.0 (±83.1) | |||||||||
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| 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 | |
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| 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) |
| −0.22 | 0.2 (−14.4–14.8) | 0.980 | 0.00 | |
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| 737 | 91.3 (±70.9) | 93.5 (±73.9) | 98.3 (±77.4) | |||||||||
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| 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) |
| −0.21 | −3.7 (−15.3–7.6) | 0.529 | −0.06 | |
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| 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) |
| −0.29 | −11.1 (−23.6–1.4) | 0.085 | −0.17 | |
* Significantly different at baseline compared with the control schools, analyzed by ANOVA tests (continuous outcomes). a Improved: Percentage of children who improved, i.e., changed in a favourable direction, compared with their baseline score. b Analyzed by linear mixed model analyses (continuous outcomes), adjusted for baseline, gender, study year at T0, SES, ethnicity, and BMI z-score at T0. c Analyzed by linear mixed model analyses (continuous outcomes), adjusted for baseline, gender, study year at T0, SES, ethnicity, BMI z-score at T0, mean temperature, sun exposure in hours/day and precipitation in hours/day. d Included items in total score for PA behaviours: spent time (min/day) in active transport, leisure time PA inside and outside, sports clubs. e Included items in total score for sedentary behaviours: spent time (min/day) in watching TV, using computer, social media; Bold p-value = significant (<0.05) difference; Abbreviations: HPSF = Healthy primary School of the Future; SD = standard deviation; B = coefficient obtained from linear mixed model, indicating a corrected group effect at that specific time point (T1 or T2); C.I. = confidence interval; p = p-value; ES = Effect size; MVPA = moderate-to-vigorous physical activity; CPM = counts per minute.
Children’s dietary behaviours: Observed descriptives and estimated 1- and 2-year effects.
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| 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.) |
| ES | B (95% C.I.) |
| ES | |||
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| 715 | 5.14 (±1.14) | 5.18 (±0.99) * | 4.94 (±1.11) | |||||||||
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| 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) |
| 0.20 | 0.07 (−0.09–0.23) | 0.405 | 0.07 | |
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| 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) |
| 0.19 | −0.02 (−0.20–0.16) | 0.857 | −0.02 | |
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| 711 | 1.09 (±0.62) | 1.06 (±0.58) | 1.18 (±0.74) | |||||||||
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| 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) |
| −0.23 | −0.09 (−0.22–0.03) | 0.148 | −0.14 | |
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| 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 | |
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| 781 | 2.32 (±0.54) | 2.27 (±0.57) | 2.25 (±0.49) | |||||||||
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| 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 | |
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| 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 | |
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| 781 | 1.12 (±0.56) | 1.11 (±0.61) | 1.17 (±0.52) | |||||||||
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| 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) |
| 0.20 | −0.06 (−0.14–0.03) | 0.192 | −0.11 | |
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| 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) |
| −0.25 | |
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| 770 | 1.18 (±1.09) | 1.34 (±1.22) * | 1.02 (±0.99) | |||||||||
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| 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) |
| 1.03 | −0.13 (−0.33–0.07) | 0.203 | −0.13 | |
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| 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) |
| 1.14 | −0.02 (−0.23–0.20) | 0.862 | −0.02 | |
* Significantly different at baseline compared to the control schools, analyzed by ANOVA tests (continuous outcomes). a Improved: Percentage of children who improved, i.e., changed in a favourable direction, compared with their baseline score. b Analyzed by linear mixed model analyses (continuous outcomes), adjusted for baseline, gender, study year at T0, SES, ethnicity, and BMI z-score at T0. c Included items in total score for healthy dietary behaviours: frequency of consumption of breakfast, fruits, vegetables, water. d Included items in total score for unhealthy dietary behaviours: frequency of consumption of soft drinks, sports drinks, energy drinks, chocolate, salted snacks, cookies, soft ice-cream. e Included items in total score for healthy dietary behaviours: frequency of consumption of breakfast, fruits, vegetables, water; range: 0 (never)–3 (every day). f Included items in total score for unhealthy dietary behaviours: frequency of consumption of soft drinks, sports drinks, energy drinks, chocolate, salted snacks, cookies, soft ice-cream; d range: 0 (never)–3 (every day). g School water consumption; range: 0 (never)–3 (daily); Bold p-value = significant (<0.05) difference; Abbreviations: HPSF = Healthy primary School of the Future; SD = standard deviation; B = coefficient obtained from linear mixed model, indicating a corrected group effect at that specific time point (T1 or T2), C.I. = confidence interval; p = p-value; ES = Effect size.
Children’s lunch intake: Observed descriptives and estimated 1- and 2-year effects.
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| 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.) |
| OR (95% C.I.) |
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| 856 | 37.2 | 38.2 * | 29.9 | |||||||
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| 1202 | 62.2 | 39.8 | 35.5 | 13.8 | 31.3 | 17.6 | 2.63 (1.72–4.01) |
| 0.80 (53–1.22) | 0.303 | |
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| 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 | |
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| 857 | 23.8 | 25.4 * | 17.8 | |||||||
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| 1203 | 53.7 | 44.8 | 18.7 | 8.8 | 21.2 | 15.5 | 3.17 (1.97–5.09) |
| 0.52 (0.32–0.84) |
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| 1145 | 64.0 | 46.8 | 21.5 | 15.2 | 23.7 | 17.8 | 4.39 (2.68–7.21) |
| 0.58 (0.35–0.95) |
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| 861 | 93.6 * | 89.2 * | 80.1 | |||||||
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| 1208 | 90.5 | 5.4 | 89.4 | 9.1 | 86.0 | 15.4 | 0.43 (0.22–0.85) |
| 0.68 (0.37–1.23) | 0.214 | |
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| 1144 | 90.1 | 5.6 | 88.7 | 10.0 | 85.0 | 15.7 | 0.45 (0.22–0.91) |
| 0.69 (0.38–1.27) | 0.237 | |
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| 852 | 35.1 | 40.3 | 37.0 | |||||||
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| 1201 | 73.3 | 43.6 | 31.5 | 13.1 | 39.1 | 21.7 | 4.43 (2.90–6.76) |
| 0.59 (0.39–0.89) |
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| 1146 | 74.3 | 45.2 | 26.9 | 10.0 | 39.9 | 22.8 | 4.52 (2.93–6.97) |
| 0.45 (0.29–0.68) |
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| 852 | 33.9 * | 39.6 * | 25.9 | |||||||
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| 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) |
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| 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 | |
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| 862 | 55.8 * | 55.2 * | 45.2 | |||||||
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| 1202 | 23.1 | 5.8 | 48.7 | 12.5 | 46.2 | 17.3 | 0.22 (0.15–0.33) |
| 0.74 (0.51–1.06) | 0.109 | |
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| 1144 | 21.1 | 8.1 | 47.9 | 12.9 | 47.9 | 18.2 | 0.19 (0.13–0.30) |
| 0.64 (0.43–0.94) |
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| 869 | 81.1 | 85.4 * | 77.1 | |||||||
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| 1210 | 95.0 | 17.5 | 83.7 | 9.4 | 80.4 | 19.1 | 3.51 (1.88–6.56) |
| 0.69 (0.41–1.17) | 0.171 | |
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| 1151 | 93.9 | 19.0 | 81.1 | 12.4 | 80.0 | 15.6 | 2.98 (1.59–5.61) |
| 0.62 (0.36–1.05) | 0.078 | |
* Significantly different at baseline compared with the control schools, analyzed by Pearson’s chi-square tests (binary outcomes). a Improved: Percentage of children who improved, i.e., changed in a favourable direction, compared with their baseline score. b Analyzed by generalized estimating equations (binary outcomes), adjusted for baseline, gender, study year at T0, SES, ethnicity, and BMI z-score at T0. c Grains consists of the items: bread and cereals. d Dairy consists of the items: milk/yoghurt and cheese. e The different food types were: fruits, vegetables, dairy products, grains, water, butter; Bold p-value = significant (<0.05) difference; Abbreviations: HPSF = Healthy primary School of the Future; OR = corrected odds ratio obtained from Generalized Estimating Equations (GEE) analysis; C.I. = confidence interval; p = p-value.