| Literature DB >> 30585223 |
Suvi Määttä1,2, Hanna Konttinen3,4, Reetta Lehto5, Ari Haukkala6, Maijaliisa Erkkola7, Eva Roos8,9,10.
Abstract
Preschool children's high levels of sedentary time (ST) is a public health concern. As preschool reaches a large population of children from different socioeconomic status (SES) backgrounds, more knowledge on how the preschool setting is associated with children's ST is relevant. Our aims were to examine (1) the associations of preschool setting (covering social, physical, and organizational level) with children's ST, and (2) the moderating role of the setting on the association between parental SES and children's ST. In the cross-sectional DAGIS (increased health and wellbeing in preschools) study, the participating children (n = 864, aged 3⁻6 years) were asked to wear an accelerometer for one week. In total, 779 children had valid ST accelerometer data during preschool hours. Preschool setting and parental SES was assessed by questionnaires and observation. Multilevel linear regression models with cross-level interactions were applied to examine the associations. Early educators' practice of breaking children's ST often, more frequent physical activity (PA) theme weeks, and higher number of physical education (PE) lessons were associated with lower children's ST. Higher parental SES was associated with higher children's ST in preschools (1) with organized sedentary behavior theme weeks, (2) with a lower number of PA theme weeks, and (3) with a lower number of PE lessons. The factors identified in this study could be targeted in future interventions.Entities:
Keywords: children; preschool; sedentary lifestyle; socioecological model; socioeconomic status
Mesh:
Year: 2018 PMID: 30585223 PMCID: PMC6339075 DOI: 10.3390/ijerph16010046
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Flowchart of participating preschools and children in the DAGIS (increased health and wellbeing in preschools) cross-sectional study.
Descriptives and the Spearman correlations between the measures used in the study (listwise n = 577). SES: Socioeconomic status.
| Variable | Mean if not Stated Otherwise | Standard Deviation | Intraclass Correlation | 1. | 2. | 3. | 4. | 5. | 6. | 7. | 8. | 9. | 10. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Children’s sedentary time in preschool | 26.47 | 5.10 | |||||||||||
| 2. Availability of indoor equipment | 7.48 | 3.16 | 0.415 | −0.037 | |||||||||
| 3. Availability of outdoor equipment | 12.64 | 1.81 | 0.413 | 0.004 | 0.169 *** | ||||||||
| 4. Availability of screens | 58% had at least one screen | 0.418 | 0.000 | 0.008 | 0.047 | ||||||||
| 5. Early educators’ practice to break children’s ST (scale 1–5) | 4.45 | 0.50 | 0.413 | −0.075 * | 0.026 | 0.100 * | −0.118 ** | ||||||
| 6. Early educators’ self-efficacy for children’s PA (scale 1–5) | 3.97 | 0.45 | 0.412 | 0.090 * | 0.157 *** | −0.001 | 0.129 *** | 0.110 ** | |||||
| 7. Early educators’ practice of being active with children (scale 1–5) | 3.74 | 0.65 | 0.414 | −0.051 | 0.120 *** | 0.080 * | −0.103 ** | 0.024 | 0.046 | ||||
| 8. Physical activity theme weeks in preschool | 54% more than twice | 0.401 | −0.066 | 0.028 | 0.012 | 0.067 | 0.110 * | 0.047 | 0.120 ** | ||||
| 9. Sedentary behavior theme weeks in preschool | 38% has had | 0.402 | −0.025 | −0.124 *** | 0.147 *** | 0.051 | −0.061 | −0.079 * | −0.097 * | 0.302 *** | |||
| 10. Physical education lessons (min/week) | 82.84 | 56.93 | 0.420 | −0.083 * | 0.083 * | −0.061 | 0.004 | 0.041 | 0.066 | 0.161 *** | −0.034 | −0.136 *** | |
| 11. Parental SES | 0.012 | 0.015 | −0.023 | 0.055 | 0.030 | 0.071 * | −0.004 | 0.029 | 0.077 * | 0.008 |
* p < 0.05, ** p < 0.01, *** p < 0.001.
The associations of parental socioeconomic status and preschool environmental factors with children’s sedentary time.
| β | Lower 95% CI | Upper 95% CI | Residual Variance % | |||
|---|---|---|---|---|---|---|
| Physical environment in preschool setting | ||||||
| Model 1 ( | ||||||
| Availability of indoor equipment (level 2) | −0.02 | −0.20 | 0.17 | 0.855 | 38 | |
| Parental socioeconomic status (level 1) | 0.16 | −0.12 | 0.44 | 0.265 | 16 | |
| Model 2 ( | ||||||
| Availability of outdoor equipment (level 2) | 0.08 | −0.18 | 0.33 | 0.283 | 38 | |
| Parental socioeconomic status (level 1) | 0.15 | −0.13 | 0.44 | 0.540 | 15 | |
| Model 3 ( | ||||||
| Availability of screens (level 2) | 0.09 | −0.94 | 1.13 | 0.860 | 37 | |
| Parental socioeconomic status (level 1) | 0.16 | −0.13 | 0.43 | 0.278 | 16 | |
| Social environment in preschool setting | ||||||
| Model 4 ( | ||||||
| Early educators’ practice to break children’s sedentary time (level 2) | −1.10 | −2.01 | −0.11 | 0.030 | 41 | |
| Parental socioeconomic status (level 1) | 0.16 | −0.12 | 0.44 | 0.262 | 15 | |
| Model 5 ( | ||||||
| Early educators’ efficacy for children’s PA (level 2) | 0.54 | −0.53 | 1.62 | 0.322 | 39 | |
| Parental socioeconomic status (level 1) | 0.16 | −0.12 | 0.44 | 0.262 | 15 | |
| Model 6 ( | ||||||
| Early educators’ practice of being active with children (level 2) | −0.51 | −1.30 | 0.28 | 0.241 | 39 | |
| Parental socioeconomic status (level 1) | 0.16 | −0.12 | 0.44 | 0.263 | 15 | |
| Organizational environment in preschool setting | ||||||
| Model 7 ( | ||||||
| Physical activity theme weeks in preschool (level 2) | −1.30 | −2.58 | −0.02 | 0.046 | 41 | |
| Parental socioeconomic status (level 1) | 0.12 | −0.16 | 0.40 | 0.403 | 15 | |
| Model 8 ( | ||||||
| Sedentary behavior theme weeks in preschool (level 2) | 0.28 | −1.18 | 1.72 | 0.724 | 43 | |
| Parental socioeconomic status (level 1) | 0.12 | −0.16 | 0.39 | 0.450 | 7 | |
| Model 9 ( | ||||||
| Physical education lessons (min/week) (level 2) | −0.01 | −0.02 | −0.00 | 0.035 | 47 | |
| Parental socioeconomic status (level 1) | 0.15 | −0.15 | 0.43 | 0.327 | 7 | |
Dependent variable: Children’s sedentary time (min/hour) in preschool (level 1). Indicator of parental socioeconomic status: Mother’s educational level; estimates from multilevel linear regression (random intercept and fixed slope) models. The models were adjusted for children’s age and gender, and study season. The models were clustered by preschool or preschool group. Residual variance: In each model, the first number illustrates level 2 (between preschool or preschool group) residual variance and the second number Level 1 (within preschool or preschool group) residual variance.
Effects of preschool environmental factors on the slope of socioeconomic status–children’s sedentary time association.
| Estimate | Lower 95% CI | Upper 95% CI | ||
|---|---|---|---|---|
| Physical environment in preschool setting | ||||
| Model 1 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.40 | −0.38 | 1.18 | |
| Effect of availability of indoor equipment in preschool on the slope (β) | −0.05 | −0.14 | 0.04 | |
| Model 2 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.45 | −0.32 | 1.21 | |
| Effect of availability of outdoor equipment in preschool on the slope (β) | 0.07 | −0.06 | 0.20 | |
| Model 3 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.42 | −0.31 | 1.16 | |
| Effect of availability of screens in preschool on the slope (β) | −0.28 | −0.87 | 0.31 | |
| Social environment in preschool setting | ||||
| Model 4 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.42 | −0.36 | 1.19 | |
| Effect of early educators’ practice to break children’s sedentary time on the slope (β) | −0.17 | −0.74 | 0.41 | |
| Model 5 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.36 | −0.42 | 1.15 | |
| Effect of early educators’ efficacy for children’s physical activity on the slope (β) | −0.36 | −0.97 | 0.25 | |
| Model 6 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.44 | −0.33 | 1.21 | |
| Effect of Early educators’ practice of being active with children on the slope (β) | −0.47 | −1.26 | 0.32 | |
| Organizational environment in preschool setting | ||||
| Model 7 ( | ||||
| Variation between preschools in the slopes (σ) | 0.24 | −0.46 | 0.93 | |
| Effect of physical activity theme weeks in preschool on the slope (β) | −0.63 | −1.22 | −0.03 | |
| Model 8 ( | ||||
| Variation between preschools in the slopes (σ) | 0.16 | 0.16 | 0.16 | |
| Effect of sedentary behavior theme weeks in preschool on the slope (β) | 0.61 | 0.09 | 1.12 | |
| Model 9 ( | ||||
| Variation between preschool groups in the slopes (σ) | 0.19 | −0.57 | 0.94 | |
| Effect of number of physical education lessons (min/week) on the slope (β) | −0.01 | −0.01 | −0.00 | |
Dependent variable: The slope of the association between parental socioeconomic status (= mother’s educational level) and children’s preschool sedentary time (min/hour). Estimates from multilevel linear regression (random intercept and random slope) models with cross-level interaction. The models were adjusted for children’s age and gender, and study season. The models were clustered by preschool or preschool group.
Figure 2Interaction between SB theme weeks and parental socioeconomic status in predicting children’s preschool sedentary time. Lines in the graphs in Figure 2 represent the dichotomized values yes, there have been sedentary behavior (SB) theme weeks (solid line) and no, there have not been SB theme weeks (dashed line).
Figure 3Interaction between PA theme weeks and parental socioeconomic status in predicting children’s preschool sedentary time. Lines in the graphs in Figure 3 represent the dichotomized values there have been physical activity (PA) theme weeks more than twice (solid line) and PA theme weeks not more than twice (dashed line).
Figure 4Interaction between PE lessons and parental socioeconomic status in predicting children’s preschool sedentary time. Lines in the graphs in Figure 4 represent the values of 1 standard deviation (SD) above (solid line) and below (dashed line) the mean of physical education PE lessons in preschool (dense dashed line).