| Literature DB >> 28468292 |
Ulrich Dettweiler1, Christoph Becker2, Bjørn H Auestad3, Perikles Simon4, Peter Kirsch5.
Abstract
This prospective longitudinal survey compared the stress levels of students taught using an outdoor curriculum in a forest, with children in a normal school setting. We were especially interested in the effect outdoor teaching might have on the children's normal diurnal cortisol rhythm. 48 children (mean age = 11.23; standard deviation (SD) = 0.46) were enrolled, with 37 in the intervention group (IG), and 11 in the control group (CG). The intervention consisted of one full school day per week in the forest over the school year. Stress levels were measured in cortisol with three samples of saliva per day. Furthermore, the data allowed for statistical control of physical activity (PA) values. For data analysis, we used a linear mixed-effects model (LMM) with random intercept and general correlation matrix for the within-unit residuals. The LMM yields that IG have expected greater decline of cortisol compared to CG; rate 0.069 µg/L vs. 0.0102 µg/L (log-units/2 h), p = 0.009. PA does not show a statistically significant interaction with cortisol (p = 0.857), despite being higher in the intervention group (p < 0.001). The main effect in our measures was that the IG had a steady decline of cortisol during the school day. This is in accordance with a healthy child's diurnal rhythm, with a significant decline of cortisol from morning to noon. This effect is constant over the school year. The CG does not show this decline during either measurement day. Further research is needed to fully explain this interesting phenomenon.Entities:
Keywords: cortisol; mixed effect model; outdoor learning; physical activity; stress
Mesh:
Substances:
Year: 2017 PMID: 28468292 PMCID: PMC5451926 DOI: 10.3390/ijerph14050475
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Enrolment data.
| Participants Recruited | Fall | Spring | Summer | |
|---|---|---|---|---|
| Total | 48 | 46 | 45 | 46 |
| Intervention | 37 | 35 | 35 | 35 |
| Control | 11 | 11 | 10 | 11 |
Participant anthropometric data.
| Intervention Group | Control Group | Statistics | |
|---|---|---|---|
| Age in fall | 11.1 years | 11.6 years | |
| Weight in fall | 35.12 kg | 35.67 kg | |
| Height in fall | 145.3 cm | 148.0 cm | |
| Gender | 23 (62%) male 14 (38%) female | 7 (64%) male 4 (36%) female |
School schedule and measurement procedures.
| Schedule | Time Data Collection | IG | CG |
|---|---|---|---|
| 07.55–08.40 | 8:30 | Meeting at 8.00 and short walk to outdoor “classroom”; preparing for the day | regular class according to curriculum |
| 08.45–09.30 | forest class according to curriculum | regular class according to curriculum | |
| 09.30–09.45 | break | break | |
| 09.45–10.30 | 10:30 | continued forest class according to curriculum | regular class according to curriculum |
| 10.35–11.20 | continued forest class according to curriculum | regular class according to curriculum | |
| 11.20–11.35 | break | break | |
| 11.35–12.20 | continued forest class according to curriculum | regular class according to curriculum | |
| 12.25–01.05 | 12:30 | continued forest class according to curriculum | regular class according to curriculum |
Descriptives-Moderate-to-vigorous physical activity (MVPA) [min].
| Group | Time.Point | Season | Mean | SD |
|
|---|---|---|---|---|---|
| Control | midmorning | fall | 10.068 | 4.996 | 11 |
| spring | 9.900 | 5.589 | 10 | ||
| summer | 12.458 | 5.551 | 6 | ||
| noon | fall | 7.977 | 3.414 | 11 | |
| spring | 19.400 | 13.808 | 10 | ||
| summer | 12.417 | 5.953 | 6 | ||
| Intervention | midmorning | fall | 21.000 | 9.655 | 32 |
| spring | 14.396 | 6.399 | 34 | ||
| summer | 21.333 | 8.984 | 24 | ||
| noon | fall | 30.828 | 10.640 | 32 | |
| spring | 28.794 | 10.491 | 34 | ||
| summer | 25.427 | 10.832 | 24 | ||
| SD: Standard Deviation. | |||||
Figure 1Here, the different moderate-to-vigorous physical activity (MVPA) levels are displayed for (a) the accumulated values from 8:30 AM to 10:30 AM, and (b), the accumulated values from 10:30 AM to 12:30 PM with respect to seasons and group. The descriptive parameters can be seen in Table 3. The error bars indicate the 95% confidence interval (CI). Inferential analyses reveal that intervention group (IG) are estimated 11:30 min longer in MVPA levels (SE = 2.08) than the control group (CG) (p < 0.001) per 2-h time interval (cf. Table A3 in the Appendix). The difference is especially bigger in the second half of the school day (p < 0.001).
Summary of interaction analyzes MVPA [min].
| Value | Std. Error | DF | |||
|---|---|---|---|---|---|
| (Intercept) | 9.361 | 1.59 | 178 | 5.889 | 0.000 |
| IG | 11.539 | 2.08 | 46 | 5.547 | 0.000 |
| Sspring | −0.107 | 1.198 | 178 | −0.089 | 0.929 |
| Ssummer | 4.664 | 1.962 | 178 | 2.377 | 0.019 |
| tnoon | −0.775 | 1.107 | 178 | −0.7 | 0.485 |
| IG:Sspring | −7.606 | 1.703 | 178 | −4.466 | 0.000 |
| IG:Ssummer | −6.526 | 2.249 | 178 | −2.901 | 0.004 |
| IG:tnoon | 7.914 | 1.657 | 178 | 4.777 | 0.000 |
| Sspring:tnoon | 7.767 | 1.806 | 178 | 4.3 | 0.000 |
| Ssummer:tnoon | −1.261 | 2.137 | 178 | −0.59 | 0.556 |
IG = intervention group, t = time point of the day (morning, midmorning, noon), S = season (fall, spring, summer).
Descriptives for logCortisol and Cortisol.
| Cortisol | LogCortisol | |
|---|---|---|
| Mean | 2.445 | 0.3322 |
| Std. Error of Mean | 0.07080 | 0.01072 |
| Std. Deviation | 1.419 | 0.2150 |
| Variance | 2.015 | |
| Skewness | 2.413 | 0.3124 |
| Kurtosis | 9.287 | 0.2787 |
Figure 2Displayed are the running curves of logCortisol over the day in each season for both groups. The upper panels show the CG values, the lower panels IG values. The green line represents the mean values, the red line connects the calculated values of least squares regression. It can be seen that IG shows, in contrast to CG, a clear decrease of cortisol levels in the course of the school days, but not the CG (p = 0.009).
Summary of interaction analyzes logCortisol [µg/L].
| Value | Std. Error | DF | |||
|---|---|---|---|---|---|
| (Intercept) | 0.3675 | 0.0567 | 349 | 6.4843 | 0.000 |
| t | −0.0102 | 0.0196 | 349 | −0.5206 | 0.603 |
| IG | 0.1141 | 0.065 | 45 | 1.7555 | 0.086 |
| Sspring | 0.0332 | 0.04 | 349 | 0.8302 | 0.407 |
| Ssummer | 0.0293 | 0.0392 | 349 | 0.7482 | 0.455 |
| t:IG | −0.0588 | 0.0225 | 349 | −2.6175 | 0.009 |
| IG:Sspring | −0.0915 | 0.0459 | 349 | −1.9948 | 0.050 |
| IG:Ssummer | −0.0879 | 0.0451 | 349 | −1.9476 | 0.052 |
IG = intervention group, t = time point of the day (morning, midmorning, noon), S = season (fall, spring, summer).
Interaction of physical activity on cortisol (segmented 8:30–10:30, 10:30–12:30).
| Value | Std. Error | DF | |||
|---|---|---|---|---|---|
| (Intercept) | −0.010 | 0.064 | 177 | −0.163 | 0.871 |
| MVPA | 0.001 | 0.004 | 177 | −0.180 | 0.857 |
| IG | −0.096 | 0.080 | 45 | −1.192 | 0.240 |
| MVPA:IG | 0.002 | 0.005 | 177 | 0.437 | 0.662 |
IG = intervention group, MVPA = moderate-to-vigorous physical activity level, segmented.
Interaction of physical activity on cortisol (whole day).
| Value | Std. Error | DF | |||
|---|---|---|---|---|---|
| (Intercept) | −0.043 | 0.082 | 65 | −0.528 | 0.600 |
| Sum_MVPA | 0.001 | 0.003 | 65 | 0.250 | 0.803 |
| IG | −0.201 | 0.112 | 45 | −1.790 | 0.081 |
| Sum_MVPA:IG | 0.001 | 0.003 | 65 | 0.389 | 0.699 |
IG = intervention group, Sum_MVPA = moderate-to-vigorous physical activity level accumulated over the school day.