The Relationship between Positive Youth Development and Depressive Symptoms among Chinese Early Adolescents: A Three-Year Cross-Lagged Analysis
Abstract
:1. Introduction
2. Methods
2.1. Participants
2.2. Procedure
2.3. Measurements
2.3.1. Chinese Positive Youth Development Scale
2.3.2. Center for Epidemiologic Studies Depression Scale
2.4. Statistical Analysis
3. Results
3.1. Descriptions of PYD Correlates and Depressive Symptoms between Retained and Dropped Participants
3.2. The Development Trend of Depressive Symptoms and PYD
3.3. Correlations between the Four Second-Order PYD Constructs and Depressive Symptoms
3.4. Cross-Lagged Regression Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Scales | χ2 | df | CFI | TFI | RMSEA | SRMR | McDonald’s ω | Cronbach’s α | Omega | Avevar |
---|---|---|---|---|---|---|---|---|---|---|
CPYD | ||||||||||
CBC-T1 | 4141.522 | 36 | 0.992 | 0.975 | 0.046 | 0.015 | 0.862 | 0.861 | 0.862 | 0.412 |
CBC-T2 | 4582.095 | 36 | 0.997 | 0.989 | 0.032 | 0.012 | 0.872 | 0.871 | 0.872 | 0.433 |
CBC-T3 | 8326.689 | 36 | 0.995 | 0.986 | 0.049 | 0.010 | 0.933 | 0.932 | 0.933 | 0.607 |
PA-T1 | 1882.882 | 10 | 0.999 | 0.995 | 0.026 | 0.007 | 0.802 | 0.796 | 0.800 | 0.450 |
PA-T2 | 2110.620 | 15 | 0.998 | 0.993 | 0.028 | 0.007 | 0.785 | 0.780 | 0.780 | 0.420 |
PA-T3 | 5441.852 | 15 | 0.996 | 0.978 | 0.078 | 0.014 | 0.908 | 0.906 | 0.906 | 0.300 |
CB-T1a | 3612.898 | 15 | 0.995 | 0.983 | 0.056 | 0.000 | 0.872 | 0.870 | 0.872 | 0.537 |
CB-T2 | 3872.282 | 15 | 0.992 | 0.970 | 0.077 | 0.014 | 0.882 | 0.881 | 0.882 | 0.558 |
CB-T3 | 6005.443 | 15 | 0.999 | 0.997 | 0.030 | 0.004 | 0.926 | 0.922 | 0.924 | 0.672 |
GPYDQ-T1 | 10,425.744 | 190 | 0.933 | 0.917 | 0.059 | 0.042 | 0.914 | 0.913 | 0.913 | 0.346 |
GPYDQ-T2 | 11,772.895 | 190 | 0.935 | 0.916 | 0.063 | 0.043 | 0.922 | 0.921 | 0.921 | 0.370 |
GPYDQ-T3 | 19,814.318 | 190 | 0.968 | 0.959 | 0.057 | 0.029 | 0.958 | 0.957 | 0.957 | 0.530 |
CES-D | ||||||||||
CES-D-T1 | 8463.780 | 190 | 0.930 | 0.905 | 0.056 | 0.040 | 0.874 | 0.849 | 0.843 | 0.236 |
CES-D-T2 | 8817.822 | 190 | 0.959 | 0.0942 | 0.045 | 0.029 | 0.878 | 0.853 | 0.847 | 0.243 |
CES-D-T3 | 12,802.648 | 190 | 0.957 | 0.944 | 0.053 | 0.033 | 0.909 | 0.881 | 0.873 | 0.283 |
Variable | Follow-up (n = 1301) n/M | %/SD | Loss to Follow-up (n = 243) n/M | %/SD | p |
---|---|---|---|---|---|
Gender | 0.12 | ||||
Male | 666 | 51.2 | 193 | 57.2 | |
Female | 621 | 47.5 | 104 | 42.8 | |
Missing data | 14 | 1.1 | _ | _ | |
Age | 0.01 | ||||
11 | 23 | 1.8 | 1 | 0.4 | |
12 | 719 | 55.3 | 119 | 49.0 | |
13 | 487 | 37.4 | 108 | 44.4 | |
14 | 60 | 4.6 | 11 | 4.5 | |
15 | 4 | 0.3 | 3 | 1.2 | |
Missing data | 8 | 0.6 | 1 | 0.4 | |
CES-D | 13.66 | 9.15 | 15.35 | 9.07 | 0.01 |
CBC | 4.77 | 0.78 | 3.61 | 0.58 | 0.00 |
PI | 4.82 | 0.94 | 4.71 | 0.93 | 0.08 |
PA | 4.11 | 0.74 | 4.06 | 0.74 | 0.35 |
GPYDQ | 4.85 | 0.71 | 4.84 | 0.69 | 0.76 |
CES-D M ± SD | CBC M ± SD | PI M ± SD | PA M ± SD | GPYDQ M ± SD | |
---|---|---|---|---|---|
T1 | 13.66 ± 9.15 | 4.77 ± 0.78 | 4.82 ± 0.94 | 4.93 ± 0.88 | 4.85 ± 0.71 |
T2 | 13.76 ± 9.32 | 4.75 ± 0.81 | 4.74 ± 0.98 | 4.93 ± 0.82 | 4.86 ± 0.74 |
T3 | 12.40 ± 9.31 | 5.03 ± 0.83 | 4.93 ± 0.98 | 5.11 ± 0.87 | 5.10 ± 0.77 |
F | 12.53 *** | 66.07 *** | 20.03 *** | 26.91 *** | 70.05 *** |
η2 | 0.01 | 0.05 | 0.01 | 0.02 | 0.05 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1. CES-D-T1 | 1.00 | - | |||||||||||||
2. CES-D-T2 | 0.25 *** | 1.00 | - | ||||||||||||
3. CES-D-T3 | 0.42 *** | 0.25 *** | 1.00 | - | |||||||||||
4. CBC-T1 | −0.33 *** | −0.15 *** | −0.22 *** | 1.00 | - | ||||||||||
5. PI-T1 | −0.45 *** | −0.19 *** | −0.33 *** | 0.70 *** | 1.00 | - | |||||||||
6. PA-T1 | −0.33 *** | −0.15 *** | −0.20 *** | 0.57 *** | 0.64 *** | 1.00 | - | ||||||||
7. GPYDQ-T1 | −0.45 *** | −0.17 *** | −0.29 *** | 0.77 *** | 0.72 *** | 0.69 *** | 1.00 | - | |||||||
8. CBC-T2 | −0.13 *** | −0.32 *** | −0.14 *** | 0.25 *** | 0.21 *** | 0.18 *** | 0.24 *** | 1.00 | - | ||||||
9. PI-T2 | −0.17 *** | −0.40 *** | −0.18 *** | 0.21 *** | 0.24 *** | 0.18 *** | 0.22 *** | 0.74 *** | 1.00 | - | |||||
10. PA-T2 | −0.13 *** | −0.30 ** | −0.12 *** | 0.18 *** | 0.18 *** | 0.21 *** | 0.21 *** | 0.60 *** | 0.65 ** | 1.00 | - | ||||
11. GPYDQ-T2 | −0.17 *** | −0.41 *** | −0.18 *** | 0.22 *** | 0.23 *** | 0.21 *** | 0.27 *** | 0.78 *** | 0.74 *** | 0.69 *** | 1.00 | - | |||
12. CBC-T3 | −0.23 *** | −0.12 *** | −0.44 *** | 0.38 *** | 0.40 *** | 0.30 *** | 0.39 *** | 0.20 *** | 0.20 *** | 0.16 *** | 0.23 *** | 1.00 | - | ||
13. PI-T3 | −0.28 *** | −0.17 *** | −0.54 *** | 0.34 *** | 0.43 *** | 0.29 *** | 0.37 *** | 0.21 *** | 0.26 *** | 0.17 *** | 0.24 *** | 0.78 *** | 1.00 | - | |
14. PA-T3 | −0.24 *** | −0.14 *** | −0.42 *** | 0.30 *** | 0.37 *** | 0.33 *** | 0.38 *** | 0.16 *** | 0.18 *** | 0.21 *** | 0.22 *** | 0.72 *** | 0.73 *** | 1.00 | - |
15. GPYDQ-T3 | −0.29 *** | −0.16 *** | −0.51 *** | 0.36 *** | 0.42 *** | 0.33 *** | 0.44 *** | 0.20 *** | 0.24 *** | 0.21 *** | 0.26 *** | 0.88 *** | 0.81 *** | 0.83 *** | 1.00 |
90% CI for RMSEA | |||||||||
---|---|---|---|---|---|---|---|---|---|
Model | χ2 | df | CFI | SRMR | AIC | BIC | RMSEA | Low | UP |
baseline model | 1453.87 | 112 | 0.90 | 0.12 | 54,276.85 | 54,559.00 | 0.10 | 0.09 | 0.10 |
unidirectional model A | 987.98 | 106 | 0.93 | 0.11 | 54,822.95 | 541,27.02 | 0.08 | 0.08 | 0.09 |
unidirectional model B | 964.16 | 106 | 0.94 | 0.07 | 53,799.13 | 53,915.79 | 0.08 | 0.075 | 0.084 |
bidirectional model | 1014.02 | 100 | 0.93 | 0.06 | 53,863.00 | 54,203.15 | 0.085 | 0.08 | 0.09 |
modified model | 821.20 | 98 | 0.95 | 0.04 | 53,672.17 | 54,017.48 | 0.08 | 0.07 | 0.08 |
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Chi, X.; Liu, X.; Huang, Q.; Cui, X.; Lin, L. The Relationship between Positive Youth Development and Depressive Symptoms among Chinese Early Adolescents: A Three-Year Cross-Lagged Analysis. Int. J. Environ. Res. Public Health 2020, 17, 6404. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17176404
Chi X, Liu X, Huang Q, Cui X, Lin L. The Relationship between Positive Youth Development and Depressive Symptoms among Chinese Early Adolescents: A Three-Year Cross-Lagged Analysis. International Journal of Environmental Research and Public Health. 2020; 17(17):6404. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17176404
Chicago/Turabian StyleChi, Xinli, Xiaofeng Liu, Qiaomin Huang, Xiumin Cui, and Li Lin. 2020. "The Relationship between Positive Youth Development and Depressive Symptoms among Chinese Early Adolescents: A Three-Year Cross-Lagged Analysis" International Journal of Environmental Research and Public Health 17, no. 17: 6404. https://0-doi-org.brum.beds.ac.uk/10.3390/ijerph17176404