| Literature DB >> 32807194 |
Sacha R B Verjans-Janssen1, Sanne M P L Gerards2, Stef P J Kremers2, Steven B Vos3,4, Maria W J Jansen5,6, Dave H H Van Kann2,4.
Abstract
The aim of the current study was to evaluate the one- and two-year effectiveness of the KEIGAAF intervention, a school-based mutual adaptation intervention, on the BMI z-score (primary outcome), and energy balance-related behaviors (secondary outcomes) of children aged 7-10 years.A quasi-experimental study was conducted including eight intervention schools and three control schools located in low socioeconomic neighborhoods in the Netherlands. Baseline measurements were conducted in March and April 2017 and repeated after one and 2 years. Data were collected on children's BMI z-score, sedentary behavior (SB), physical activity (PA) behavior, and nutrition behavior through the use of anthropometric measurements, accelerometers, and questionnaires, respectively. All data were supplemented with demographics, and weather conditions data was added to the PA data. Based on the comprehensiveness of implemented physical activities, intervention schools were divided into schools having a comprehensive PA approach and schools having a less comprehensive approach. Intervention effects on continuous outcomes were analyzed using multiple linear mixed models and on binary outcome measures using generalized estimating equations. Intervention and control schools were compared, as well as comprehensive PA schools, less comprehensive PA schools, and control schools. Effect sizes (Cohen's d) were calculated.In total, 523 children participated. Children were on average 8.5 years old and 54% were girls. After 2 years, intervention children's BMI z-score decreased (B = -0.05, 95% CI -0.11;0.01) significantly compared to the control group (B = 0.20, 95% CI 0.09;0.31). Additionally, the intervention prevented an age-related decline in moderate-to-vigorous PA (MVPA) (%MVPA: B = 0.95, 95% CI 0.13;1.76). Negative intervention effects were seen on sugar-sweetened beverages and water consumption at school, due to larger favorable changes in the control group compared to the intervention group. After 2 years, the comprehensive PA schools showed more favorable effects on BMI z-score, SB, and MVPA compared to the other two conditions.This study shows that the KEIGAAF intervention is effective in improving children's MVPA during school days and BMI z-score, especially in vulnerable children. Additionally, we advocate the implementation of a comprehensive approach to promote a healthy weight status, to stimulate children's PA levels, and to prevent children from spending excessive time on sedentary behaviors.Trial registrationNetherlands Trial Register, NTR6716 ( NL6528 ), Registered 27 June 2017 - retrospectively registered.Entities:
Keywords: BMI; Children; Health promoting schools; Intervention; Nutrition; Physical activity; Primary school
Mesh:
Year: 2020 PMID: 32807194 PMCID: PMC7433155 DOI: 10.1186/s12966-020-01012-8
Source DB: PubMed Journal: Int J Behav Nutr Phys Act ISSN: 1479-5868 Impact factor: 6.457
Fig. 1Components of a comprehensive PA and healthy nutrition approach (based on [29])
Fig. 2Flow of the participants. Note. Percentages are based on participants at baseline.
Characteristics of the study population
| Intervention group ( | Control group ( | Total ( | ||||
|---|---|---|---|---|---|---|
| M (SD) | N (%) | M (SD) | N (%) | M (SD) | N (%) | |
| Age (years) | 8.47 (1.05) | 8.68 (1.07) | 8.51 (1.06) | |||
| Gender | ||||||
| Boys | 191 (45.6) | 49 (47.1) | 240 (45.9) | |||
| Girls | 228 (54.4) | 55 (52.9) | 283 (54.1) | |||
| Ethnicitya | ||||||
| Western | 223 (53.5) | 74 (71.8) | 297 (57.1) | |||
| Non-Western | 194 (46.5) | 29 (28.2) | 223 (42.9) | |||
| BMI z-score | 0.23 (1.09) | 0.22 (0.97) | 0.23 (1.06) | |||
| Weight status | ||||||
| Underweight | 13 (3.3) | 3 (3.1) | 16 (3.2) | |||
| Normal weight | 293 (73.3) | 76 (77.6) | 369 (74.1) | |||
| Overweight | 55 (13.8) | 11 (11.2) | 66 (13.3) | |||
| Obese | 39 (9.8) | 8 (8.2) | 47 (9.4) | |||
| Age (years)a | 39.15 (5.58) | 36.45 (5.91) | 38.64 (5.74) | |||
| Educational levela | ||||||
| Low | 80 (24.2) | 34 (45.9) | 114 (28.1) | |||
| Middle | 124 (37.5) | 26 (35.1) | 150 (37.0) | |||
| High | 127 (38.4) | 14 (18.9) | 141 (34.8) | |||
| Family situation | ||||||
| Living together | 272 (81.9) | 55 (73.3) | 327 (80.3) | |||
| Single | 60 (18.1) | 20 (26.7) | 80 (19.7) | |||
| BMI (kg/m2) | 25.03 (4.19) | 26.01 (4.95) | 25.19 (4.33) | |||
| Weight status | ||||||
| Normal weight | 145 (57.8) | 28 (56.0) | 173 (57.5) | |||
| Overweight | 106 (42.2) | 22 (44.0) | 128 (42.5) | |||
Note. M Mean, SD Standard deviation, N number of participants, BMI Body Mass Index
aSignificantly different at baseline compared with the control group
bTotal N of categorical variables can vary due to missing data
Fig. 3Change in children’s BMI z-score after one and two years. Note. BMI z-score is adjusted for child age and gender. Repeated measures linear mixed model analyses were adjusted for clustering of data within persons, child ethnicity (Western/non-Western) and residential socioeconomic status score. ES = Effect size (Cohen’s d). * Significant difference (1 year: B = − 0.11, 95% CI -0.21; 0.00, p = .04, 2 years: B = − 0.25, 95% CI -0.38; − 0.12, p < .001). † Numbers shown are unstandardized beta-coefficient and 95% confidence interval of linear mixed model (B (95% CI))
Change in sedentary and physical activity behavior during school days of intervention and control groups after one and 2 years (Model 1) and one- and two-year intervention effects (Model 2)
| Model 1 | Model 2 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Intervention group ( | Control group ( | Intervention group vs. control group | ||||||||||
| N | Mean (SD) | B (95% CI) | N | Mean (SD) | B (95% CI) | B (95% CI) | ES | |||||
| %SB | T0 | 379 | 61.34 (6.58) | 84 | 60.03 (7.11) | |||||||
| T1 | 326 | 64.46 (6.39) | 75 | 62.66 (6.95) | −0.14 (−1.64; 1.36) | 0.85 | −0.01 | |||||
| T2 | 265 | 66.65 (6.40) | 67 | 66.39 (6.83) | −0.41 (−2.15; 1.33) | 0.64 | −0.04 | |||||
| %LPA | T0 | 379 | 30.88 (5.07) | 84 | 31.34 (5.36) | |||||||
| T1 | 326 | 28.40 (4.92) | 75 | 29.11 (5.13) | 0.18 (−1.00; 1.36) | 0.76 | 0.02 | |||||
| T2 | 265 | 26.53 (4.77) | 67 | 27.01 (5.27) | −0.57 (−1.91; 0.77) | 0.40 | −0.07 | |||||
| %MVPA | T0 | 379 | 7.78 (2.89) | 84 | 8.63 (3.78) | |||||||
| T1 | 326 | 7.14 (2.59) | 75 | 8.23 (3.18) | −0.01 (− 0.74; 0.73) | 0.98 | − 0.06 (− 0.76; 0.64) | 0.86 | −0.01 | |||
| T2 | 265 | 6.82 (2.82) | 67 | 6.60 (2.34) | ||||||||
| CPM | T0 | 379 | 1153.89 (288.75)c | 84 | 1270.87 (489.96) | |||||||
| T1 | 326 | 1040.72 (259.40) | 75 | 1131.00 (323.44) | −97.79 (− 207.32; 11.45) | 0.08 | 35.87 (−40.17; 111.90) | 0.35 | 0.07 | |||
| T2 | 265 | 972.08 (283.38) | 67 | 926.21 (227.56) | ||||||||
Note. Model 1: predictor variable is time / Model 2: predictor variable is time*condition (reference group = control group). Analyses were conducted using mixed model analysis with adjustment for clustering of data within persons and adjustment for clustering of data at school level
SB Sedentary behavior, LPA Light physical activity behavior, MVPA moderate-to-vigorous physical activity behavior, CMP counts per minute, N number of participants, T0 baseline measurement, T1 measurement at year one, T2 measurement at year 2, SD standard deviation, CI Confidence Interval, B unstandardized beta coefficient, p = p value.
Bold numbers are significant at p < .05.
aMean is the observed SB, LPA, MVPA and CPM of participants with data
bUnstandardized beta coefficient of linear mixed model adjusted for child age, gender, ethnicity, and BMI z-score at baseline, residential socioeconomic status score at baseline and weather conditions (i.e., sunshine, temperature, and precipitation)
cSignificantly different at baseline compared with the control group, analyzed using the Welch’s test
Child-reported change in the percentage of children consuming breakfast before or specific foods and drinks at school for the intervention and control groups after one and 2 years (Model 1) and one- and two-year intervention effects (Model 2)
| Model 1 | Model 2 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Intervention group ( | Control group ( | Intervention group vs control group | |||||||||
| N | Obs % | OR (95% CI) | N | Obs % | OR (95% CI) | OR (95% CI) | |||||
| Breakfast (%yes) | T0 | 413 | 93.0 | 101 | 87.1 | ||||||
| T1 | 376 | 90.2 | 0.70 (0.42; 1.14) | 0.15 | 90 | 76.7 | 1.52 (0.63; 3.69) | 0.35 | |||
| T2 | 353 | 89.0 | 0.62 (0.38; 1.02) | 0.06 | 81 | 75.3 | 1.68 (0.69; 4.08) | 0.26 | |||
| Fruit or vegetables (%yes) | T0 | 412 | 89.3c | 101 | 75.2 | ||||||
| T1 | 375 | 89.9 | 1.43 (0.94; 2.18) | 0.09 | 90 | 75.6 | 0.95 (0.50; 1.80) | 0.86 | 1.45 (0.70; 3.12) | 0.31 | |
| T2 | 352 | 90.9 | 81 | 74.1 | 0.92 (0.48; 1.79) | 0.81 | 1.70 (0.78; 3.70) | 0.18 | |||
| Candy, cookies or snacks (%yes) | T0 | 412 | 43.2 | 101 | 42.6 | ||||||
| T1 | 376 | 42.0 | 0.96 (0.74; 1.25) | 0.76 | 90 | 35.6 | 0.76 (0.43; 1.32) | 0.33 | 1.30 (0.71; 2.37) | 0.40 | |
| T2 | 353 | 37.1 | 0.77 (0.59; 1.01) | 0.06 | 81 | 38.3 | 0.87 (0.49; 1.54) | 0.64 | 0.89 (0.48; 1.66) | 0.72 | |
Sugar-sweetened beverages (%yes) | T0 | 412 | 54.1 | 101 | 47.5 | ||||||
| T1 | 376 | 50.0 | 0.87 (0.68; 1.11) | 0.24 | 90 | 13.3 | |||||
| T2 | 352 | 38.1 | 81 | 7.4 | |||||||
| Water (%yes) | T0 | 408 | 57.6 | 101 | 59.4 | ||||||
| T1 | 376 | 63.0 | 1.18 (0.93; 1.51) | 0.18 | 90 | 95.6 | |||||
| T2 | 352 | 71.6 | 81 | 86.4 | |||||||
Note. Model 1: predictor variable is time (reference group = baseline measurement) / Model 2: predictor variable is time*condition (reference group = control group*baseline measurement). Analyses were conducted using GEE analysis with adjustment for clustering of data within persons. N number of participants, I intervention group, C control group, T0 baseline measurement, T1 measurement at year one, T2 measurement at year two, Obs % observed percentage, OR Odds Ratio, CI Confidence Interval, p = p value
Bold numbers are significant at p < .05.
aObserved percentage of children that consumed breakfast on the morning of data collection and that consumed the food/drink the previous day at school
bOdds ratio of GEE model adjusted for child age, gender, ethnicity, BMI z-score at baseline, and residential socioeconomic status score at baseline
cSignificantly different at baseline compared with the control group, analyzed using the Chi-square test
Parent-reported change in the percentage of children adhering to or daily consuming specific foods and drinks for the intervention and control groups after one and 2 years (Model 1) and one- and two-year intervention effects (Model 2)
| Model 1 | Model 2 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Intervention group ( | Control group ( | Intervention group vs. control group | |||||||||
| N | Obs % | OR (95% CI) | N | Obs % | OR (95% CI) | OR (95% CI) | |||||
| Adherence fruit recommendation (%yes) | T0 | 263 | 38.4 | 48 | 27.1 | ||||||
| T1 | 242 | 42.6 | 1.08 (0.79; 1.48) | 0.63 | 57 | 22.8 | 0.81 (0.32; 2.05) | 0.66 | 1.34 (0.56; 3.18) | 0.51 | |
| T2 | 252 | 35.3 | 0.80 (0.58; 1.10) | 0.17 | 58 | 20.7 | 0.64 (0.25; 1.64) | 0.35 | 1.22 (0.50; 2.96) | 0.67 | |
| Adherence vegetable recommendation (%yes) | T0 | 250 | 26.0 | 52 | 23.1 | ||||||
| T1 | 233 | 22.7 | 0.76 (0.51; 1.14) | 0.19 | 58 | 12.1 | 0.44 (0.15; 1.27) | 0.13 | 1.81 (0.61; 5.37) | 0.29 | |
| T2 | 239 | 17.3 | 54 | 3.7 | 4.49 (0.99; 20.29) | 0.05 | |||||
| Daily consumption of snacks (%yes) | T0 | 274 | 46.7 | 52 | 50.0 | ||||||
| T1 | 255 | 31.0 | 61 | 44.3 | 0.90 (0.47; 1.74) | 0.75 | 0.60 (0.31; 1.17) | 0.13 | |||
| T2 | 264 | 34.5 | 63 | 28.6 | 1.59 (0.79; 3.17) | 0.19 | |||||
| Daily consumption of sugar-sweetened beverages (%yes) | T0 | 270 | 55.9 | 51 | 52.9 | ||||||
| T1 | 249 | 43.8 | 62 | 59.7 | 1.54 (0.77; 3.10) | 0.22 | |||||
| T2 | 265 | 37.4 | 63 | 42.9 | 0.80 (0.40; 1.60) | 0.53 | 0.68 (0.33; 1.40) | 0.30 | |||
| Daily consumption of water (%yes) | T0 | 273 | 67.4 | 52 | 61.5 | ||||||
| T1 | 251 | 70.5 | 1.22 (0.90; 1.66) | 0.20 | 62 | 72.6 | 0.62 (0.30; 1.27) | 0.19 | |||
| T2 | 267 | 71.2 | 1.28 (0.95; 1.74) | 0.11 | 62 | 71.0 | 1.85 (0.96; 3.59) | 0.07 | 0.72 (0.35; 1.47) | 0.36 | |
Note. Model 1: predictor variable is time (reference group = baseline measurement) / Model 2: predictor variable is time*condition (reference group = control group*baseline measurement). Analyses were conducted using GEE analysis with adjustment for clustering of data within persons. I Intervention group, C control group, N number of participants, T0 baseline measurement, T1 measurement at year one, T2 measurement at year two, Obs % observed percentage, OR Odds Ratio, CI Confidence Interval, p = p value
Bold numbers are significant at p < .05.
aObserved percentage of children adhering to the recommendation (for fruit and vegetables) or daily consuming the food/drink (i.e., snacks, sugar-sweetened beverages, and water)
bOdds ratio of GEE model adjusted for child age, gender, ethnicity, BMI z-score at baseline, and residential socioeconomic status score at baseline
Fig. 4Children’s %SB, %LPA, %MVPA and BMI z-score at baseline, year one and year two for comprehensive PA schools, less comprehensive PA schools, and control schools