Children’s Socioemotional Strengths in Early Childhood Education (ECE) and Before/After School Care (BASC): A Multilevel Ecological Analysis
Abstract
1. Introduction
1.1. Socioemotional Strengths
1.2. Contextual Influences on Socioemotional Strengths
1.2.1. Socioeconomic Status (SES)
1.2.2. Early Childhood Education and Before/After School Care
1.3. The Present Study
2. Materials and Methods
2.1. Participants and Procedure
2.2. Measures
2.2.1. Outcome Variable: Strengths
2.2.2. Predictor Variable: Neighbourhood Socioeconomic Status
2.2.3. Covariates
2.3. Statistical Analyses
Missing Data
3. Results
3.1. Question 1: Variance Partitioning
3.2. Question 2: Growth Model
3.3. Question 3: Predictor Variables
3.4. Sensitivity Analysis
4. Discussion
4.1. Predictors of Levels and Trajectories of Socioemotional Strengths
4.2. Socioemotional Strengths as an Individual-Level Phenomenon
4.3. Socioemotional Strengths as a Classroom-Level Phenomenon
4.4. Socioemotional Strengths as a School-Level Phenomenon
4.5. Implications
4.6. Strengths, Limitations, and Future Directions
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
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| Variable | 2 | 3 | 4 | 5 | M | SD |
|---|---|---|---|---|---|---|
| 1. Age | −0.21 * | 0.11 * | 0.08 * | −0.01 | 4.60 | 2.21 |
| 2. SES disadvantage | – | −0.25 * | −0.14 * | −0.17 * | 15.32 | 4.42 |
| 3. Total Strengths T1 | – | 0.56 * | 0.53 * | 52.65 | 27.61 | |
| 4. Total Strengths T2 | – | 0.64 * | 62.49 | 26.43 | ||
| 5. Total Strengths T3 | – | 65.66 | 27.07 |
| Boys (0) | Girls (1) | |||
|---|---|---|---|---|
| M | SD | M | SD | |
| Time 1 | ||||
| Infants | –* | –* | 66.46 | 19.53 |
| Toddlers | 46 | 33.74 | 47.75 | 30.45 |
| Preschoolers | 42.81 | 31.84 | 52.87 | 28.56 |
| School | 50.38 | 26.83 | 60.97 | 23.11 |
| Time 2 | ||||
| Infants | –* | –* | 76.92 | 12.49 |
| Toddlers | 55.32 | 36.65 | 66.15 | 33.63 |
| Preschoolers | 54.38 | 28.91 | 63.45 | 26.32 |
| School | 58.11 | 26.86 | 67.8 | 20.68 |
| Time 3 | ||||
| Infants | –* | –* | –* | –* |
| Toddlers | 64.68 | 34.11 | 80.95 | 19.59 |
| Preschoolers | 61.96 | 35.86 | 65 | 23.79 |
| School | 56.81 | 28.91 | 70.47 | 18.97 |
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| Fixed Effects | b [95% CI] | b [95% CI] | b [95% CI] | b [95% CI] |
| Intercept | 54.86 * [44.17, 65.55] | 49.54 * [38.75, 60.33] | 50.58 * [41.41, 59.76] | 67.04 * [50.46, 83.62] |
| Months | 2.69 * [1.95, 3.42] | 2.16 * [0.43, 3.90] | 2.45 * [1.04, 3.85] | |
| Age | 4.04 * [1.56, 6.52] | |||
| Toddler | −5.15 [−16.37, 6.07] | |||
| Preschool | −24.73 * [−40.28, −9.18] | |||
| School | −24.00 * [−42.45, −5.55] | |||
| Girl | 9.77 * [5.09, 14.46] | |||
| Gender minority | 5.52 [−5.83, 16.86] | |||
| SES disadvantage | −1.38 * [−2.56, −0.19] | |||
| Months * SES disadvantage | 0.02 [−0.23, 0.27] | |||
| Random Effects | SD [95% CI] | SD [95% CI] | SD [95% CI] | SD [95% CI] |
| Level 4 | ||||
| Random intercept | 12.77 * [6.00, 27.18] | 12.77 * [6.00, 27.18] | 10.37 * [4.39, 24.51] | 10.32 * [4.36, 24.41] |
| Random slope | 1.44 * [0.37, 5.65] | |||
| Cov (Intercept/Months) | 0.79 [−0.95, 1.00] | |||
| Level 3 | ||||
| Random intercept | 11.97 * [8.41, 17.04] | 11.97 * [8.41, 17.03] | 11.03 * [7.21, 16.89] | 10.40 * [6.64, 16.28] |
| Random slope | 3.54 * [2.57, 4.88] | 3.68 * [2.71, 4.99] | ||
| Cov (Intercept/Months) | −0.20 [−0.60, 0.28] | −0.23 [−0.65, 0.30] | ||
| Level 2 | ||||
| Random intercept | 13.95 * [11.81, 16.47] | 14.37 * [12.30, 16.79] | 17.98 * [15.50, 20.86] | 17.13 * [14.69, 19.98] |
| Random slope | 1.39 * [0.83, 2.33] | 1.57 * [0.98, 2.52] | ||
| Cov (Intercept/Months) | −0.98 [−1.00, 0.31] | −0.98 * [−1.00, −0.25] | ||
| Level 1 | ||||
| Random intercept | 18.80 * [17.62, 20.07] | 17.82 * [16.70, 19.03] | 15.36 * [14.35, 16.44] | 15.30 * [14.29, 16.38] |
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Sloss, I.M.; Maguire, N.; Browne, D.T. Children’s Socioemotional Strengths in Early Childhood Education (ECE) and Before/After School Care (BASC): A Multilevel Ecological Analysis. Children 2026, 13, 23. https://doi.org/10.3390/children13010023
Sloss IM, Maguire N, Browne DT. Children’s Socioemotional Strengths in Early Childhood Education (ECE) and Before/After School Care (BASC): A Multilevel Ecological Analysis. Children. 2026; 13(1):23. https://doi.org/10.3390/children13010023
Chicago/Turabian StyleSloss, Imogen M., Nicola Maguire, and Dillon T. Browne. 2026. "Children’s Socioemotional Strengths in Early Childhood Education (ECE) and Before/After School Care (BASC): A Multilevel Ecological Analysis" Children 13, no. 1: 23. https://doi.org/10.3390/children13010023
APA StyleSloss, I. M., Maguire, N., & Browne, D. T. (2026). Children’s Socioemotional Strengths in Early Childhood Education (ECE) and Before/After School Care (BASC): A Multilevel Ecological Analysis. Children, 13(1), 23. https://doi.org/10.3390/children13010023

