| Literature DB >> 27884840 |
Emma L Anderson1,2, Laura D Howe1,2, Ruth R Kipping1, Rona Campbell1, Russell Jago3, Sian M Noble1, Sian Wells1, Catherine Chittleborough4, Tim J Peters1,5, Debbie A Lawlor1,2.
Abstract
OBJECTIVE: To investigate the long-term effectiveness of a school-based intervention to improve physical activity and diet in children.Entities:
Keywords: children; diet; physical activity; randomised controlled trial; schools
Mesh:
Year: 2016 PMID: 27884840 PMCID: PMC5168509 DOI: 10.1136/bmjopen-2015-010957
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Trial profile. Np, number of participants (school pupils). No schools withdrew from the study, so all randomised units are present at baseline and at both follow-up assessments. Percentages for proportions of children with each measurement at baseline and at follow-ups are of total number of children who were pupils in randomised schools at baseline. Not all pupils with follow-up measures necessarily had data on the same measure at baseline (or vice versa), because of different pupils being absent at baseline and follow-up assessments at each time point, and because of pupils leaving or moving between schools. In all analyses, study participants were analysed in the group (intervention or control) to which they were randomised.
Comparison of baseline characteristics by randomised group
| Unit and type of summary measure | Intervention schools | Control schools | |||
|---|---|---|---|---|---|
| Characteristic | Number | Distribution | Number | Distribution | |
| Age | Mean (SD) years | 1024 | 9.5 (0.3) | 1099 | 9.5 (0.3) |
| MVPA* | Mean (SD) min | 912 | 59 (23) | 928 | 56 (21) |
| Sedentary behaviour* | Mean (SD) min | 912 | 422 (72) | 928 | 416 (68) |
| Servings of fruit and vegetables | Median (IQR) number/day | 1019 | 1 (0 to 2) | 1088 | 1 (0 to 2) |
| Servings of snacks | Median (IQR) number/day | 1019 | 2 (1 to 3) | 1088 | 2 (1 to 3) |
| Servings of high-fat foods | Median (IQR) number/day | 1019 | 0 (0 to 1) | 1088 | 1 (0 to 1) |
| Servings of high-energy drinks | Median (IQR) number/day | 1019 | 2 (1 to 3) | 1088 | 2 (1 to 3) |
| BMI | Mean (SD) z-score | 889 | −0.06 (0.94) | 953 | 0.05 (1.04) |
| WC | Mean (SD) z-score | 942 | −0.03 (0.97) | 1027 | 0.03 (1.02) |
| Screen-viewing weekday | Median (IQR) min | 1024 | 105 (45 to 240) | 1099 | 105 (45 to 225) |
| Screen-viewing Saturday | Median (IQR) min | 1024 | 90 (30 to 240) | 1099 | 105 (30 to 240) |
| Total number of valid days of wearing accelerometer† | Median (IQR) days | 912 | 3 (2 to 5) | 928 | 3 (2 to 4) |
| Total number of valid weekdays of wearing accelerometer† | Median (IQR) days | 979 | 2 (2 to 3) | 1025 | 2 (1 to 3) |
| Total hours of wearing accelerometer on valid days* | Mean (SD) hours/day | 912 | 11.6 (1.5) | 928 | 11.5 (1.4) |
| Hours of wearing accelerometer on valid weekdays† | Mean (SD) hours/day | 896 | 11.8 (1.6) | 919 | 11.7 (1.5) |
| Gender | N (%) female | 520 | 49% | 608 | 52% |
| N (%) male | 544 | 51% | 549 | 48% | |
| General overweight/obesity | N (%) No | 717 | 81% | 743 | 78% |
| N (%) Yes | 172 | 19% | 210 | 22% | |
| Central overweight/obesity | N (%) No | 601 | 64% | 631 | 61% |
| N (%) Yes | 341 | 36% | 396 | 39% | |
| Returned accelerometer | N (%) No | 85 | 8% | 132 | 11% |
| N (%) Yes | 979 | 92% | 1025 | 89% | |
| Wore accelerometer for requested amount of time | N (%) No | 820 | 77% | 953 | 82% |
| N (%) Yes | 244 | 23% | 204 | 18% | |
| Wore accelerometer for required amount of time | N (%) No | 418 | 39% | 514 | 44% |
| N (%) Yes | 646 | 61% | 643 | 56% | |
| School involved in other health-promoting activities | N (%) No | 264 | 25% | 446 | 39% |
| N (%) Yes | 800 | 75% | 711 | 61% | |
| School deprivation score | N (%) low | 315 | 30% | 460 | 40% |
| N (%) medium | 368 | 35% | 345 | 30% | |
| N (%) high | 381 | 36% | 352 | 30% | |
Note some % within categories do not sum to exactly 100 because of rounding.
*Including only participants with at least 3 days of valid data.
†Including all valid days, regardless of the number of valid days.
BMI, body mass index; MVPA, moderate or vigorous physical activity; WC, waist circumference.
Figure 2Difference in means and ORs for the intervention compared with the control group for the three primary outcomes and nine secondary outcomes, assessed at baseline, first follow-up (conducted immediately after the end of the intervention) and second follow-up (12 months postintervention). (A) Accelerometer-assessed time spent in moderate to vigorous physical activity. (B) Time spent in sedentary behaviour. (C) Servings of fruit and vegetables per day. (D) Time spent screen viewing on weekdays. (E) Time spent screen viewing on Saturdays. (F) Servings of snacks per day. (G) Servings of high-fat foods per day. (H) Servings of high-energy drinks per day. (I) Body mass index z-score (as a continuous variable). (J) Waist circumference z-score (as a continuous variable). (K) General overweight or obesity (based on BMI measurements). (I) Central overweight/obesity based on waist circumference measurements. The figures all show differences in means for continuous variables (graphs A–J) and ORs for binary outcomes (graphs K and L), comparing those in the intervention arm of the trial with those in the control arm (dots), together with 95% CIs (vertical lines with horizontal caps representing the limits). The dashed horizontal lines represent the null values (zero for all differences in means of continuous variables and one for ORs of binary outcomes).
Main intention-to-treat analyses of the effect of AFLY5 intervention on primary and secondary outcomes assessed 12 months postintervention
| Control group (reference group) | Intervention group | Main comparison between the two groups (intervention vs control) | |||||
|---|---|---|---|---|---|---|---|
| Outcome (primary/secondary) | Np | Mean (SD) or number (%) | Np | Mean (SD) or number (%) | Np | Difference in means or OR (95% CI) | p Value |
| Continuous outcomes | |||||||
| 522 | 52.56 (20.67) | 527 | 54.37 (22.23) | 1049 | 2.48 (−1.80 to 6.77) | 0.26 | |
| 522 | 461.78 (66.33) | 527 | 465.46 (70.61) | 1049 | 2.79 (−7.78 to 13.37) | 0.60 | |
| 1062 | 1.80 (1.55) | 990 | 1.82 (1.59) | 2052 | 0.01 (−06 to 0.17) | 0.94 | |
| Time spent screen-viewing (min/day weekday) | 1062 | 148.01 (126.39) | 990 | 138.88 (125.00) | 2052 | −10.74 (−26.30 to 4.81) | 0.18 |
| Time spent screen-viewing (min/day Saturday) | 1062 | 180.52 (164.82) | 990 | 167.71 (156.28) | 2052 | −16.03 (−32.82 to 0.73) | 0.06 |
| Body mass index (z-score) | 923 | 0.03 (1.02) | 870 | −0.03 (0.97) | 1793 | 0.01 (−0.04 to 0.06) | 0.72 |
| Waist circumference (z-score) | 993 | 0.03 (1.04) | 935 | −0.03 (0.95) | 1928 | −0.04 (−0.13 to 0.05) | 0.36 |
| Servings of snacks (number/day) | 1062 | 2.11 (1.55) | 990 | 1.99 (1.47) | 2052 | −0.11 (−0.29 to 0.06) | 0.19 |
| Servings of high-fat foods (number/day) | 1062 | 0.86 (0.94) | 990 | 0.74 (1.07) | 2052 | −0.12 (−0.25 to 0.00) | 0.05 |
| Servings of high-energy drinks (number/day) | 1062 | 2.38 (1.58) | 990 | 2.19 (1.45) | 2052 | −0.20 (−0.39 to −0.01) | 0.04 |
| Binary outcomes | |||||||
| Generally overweight/obese | 923 | 194 (21.02) | 870 | 175 (20.11) | 1793 | 1.00 (0.72 to 1.37) | 0.98 |
| Centrally overweight/obese | 993 | 421 (42.40) | 935 | 394 (42.14) | 1928 | 1.08 (0.80 to 1.46) | 0.62 |
Numbers of participants vary by outcome as indicated in the table.
Outcomes in bold are primary outcomes (p<0.05 indicates statistical significance); all others are secondary outcomes (p<0.01 indicates statistical significance after taking account of multiple testing).
All differences in means/ORs with their 95% CIs have been estimated using a multilevel model to account for clustering (non-independence) among children from the same school. Multilevel multivariable linear regression was used for effects of the intervention on continuously measured outcomes and multilevel multivariable logistic regression was used for binary outcomes.
The following baseline/school stratifying variables were included: age, gender, the baseline measure of the outcome under consideration, school involvement in other health-promoting behaviours, school area level deprivation.
In these analyses, participants were included for each outcome if they had a follow-up measurement of that outcome; for missing baseline data, we used an indicator variable as described by White and Thompson,21 which means for each outcome, participants are included even if they do not have a baseline measurement.
MVPA, moderate to vigorous physical activity (accelerometer assessed); Np, number of participants.
Per-protocol analyses of the effect of AFLY5 intervention on primary and secondary outcomes assessed 12 months postintervention
| Control group (reference group) | Intervention group | Main comparison between the two groups (intervention vs control) | |||||
|---|---|---|---|---|---|---|---|
| Outcome (primary/secondary) | Np | Mean (SD) or number (%) | Np | Mean (SD) or number (%) | Np | Difference in means or OR (95% CI) | p Value |
| Continuous outcomes | |||||||
| 522 | 52.56 (20.67) | 356 | 54.15 (22.27) | 878 | 2.63 (−2.10 to 7.37) | 0.28 | |
| 522 | 461.78 (66.33) | 356 | 466.17 (70.58) | 878 | 3.67 (−8.32 to 15.66) | 0.55 | |
| 1062 | 1.80 (1.55) | 701 | 1.91 (1.66) | 1762 | 0.05 (−0.15 to 0.25) | 0.63 | |
| Time spent screen-viewing (min/day weekday) | 1062 | 148.01 (126.39) | 701 | 134.98 (120.94) | 1762 | −8.97 (−26.81 to 8.87) | 0.32 |
| Time spent screen-viewing (min/day Saturday) | 1062 | 180.52 (164.82) | 701 | 159.35 (149.97) | 1762 | −21.73 (−41.19 to −2.26) | 0.03 |
| Body mass index (z-score) | 923 | 0.03 (1.02) | 612 | −0.03 (0.98) | 1535 | 0.01 (−0.05 to 0.07) | 0.69 |
| Waist circumference (z-score) | 993 | 0.03 (1.04) | 657 | −0.04 (0.94) | 1650 | −0.03 (−0.13 to 0.06) | 0.52 |
| Servings of snacks (number per day) | 1062 | 2.11 (1.55) | 701 | 2.07 (1.48) | 1762 | −0.03 (−0.23 to 0.16) | 0.72 |
| Servings of high-fat foods (number per day) | 1062 | 0.86 (0.94) | 701 | 0.75 (1.15) | 1762 | −0.11 (−0.26 to 0.04) | 0.14 |
| Servings of high-energy drinks (number per day) | 1062 | 2.38 (1.58) | 701 | 2.22 (1.43) | 1762 | −0.18 (−0.41 to 0.5) | 0.12 |
| Binary outcomes | |||||||
| Generally overweight/obese | 923 | 194 (21.02) | 612 | 121 (19.77) | 1535 | 0.98 (0.68 to 1.41) | 0.91 |
| Centrally overweight/obese | 993 | 421 (42.40) | 657 | 272 (41.40) | 1650 | 1.06 (0.76 to 1.49) | 0.72 |
Numbers vary by outcome as indicated in the table.
Per-protocol analysis defined as teaching at least 70% (11 out of the 16) AFLY5 lessons. All participants from the intervention schools where the teacher taught fewer than 11 lessons are excluded from these analyses.
Outcomes in bold are primary outcomes (p<0.05 indicates statistical significance); all others are secondary outcomes (p<0.01 indicates statistical significance after taking account of multiple testing).
All differences in means/ORs with their 95% CI have been estimated using a multilevel model to account for clustering (non-independence) among children from the same school. Multilevel multivariable linear regression was used for effects of the intervention on continuously measured outcomes and multilevel multivariable logistic regression was used for binary outcomes.
The following baseline/school stratifying variables were included: age, gender, the baseline measure of the outcome under consideration, school involvement in other health-promoting behaviours, school area level deprivation.
In these analyses, after removal of schools that did not teach at least 11 out of 16 of the lessons, participants were only included for each outcome if they had a follow-up measurement of that outcome. For partial missing baseline data, we used an indicator variable as described by White and Thompson,21 which means for each outcome participants are included even if they do not have a baseline measurement.
MVPA, moderate to vigorous physical activity (accelerometer assessed); Np, number of participants.