| Literature DB >> 34083509 |
Lin Wang1, Yiwen Zhang2, Li Chen3, Jianhong Wang1, Feiyong Jia4, Fei Li5, Tanya E Froehlich6, Yan Hou7, Yan Hao8, Yuan Shi3, Hongzhu Deng9, Jie Zhang10, Linjuan Huang11, Xianghui Xie12, Shuanfeng Fang13, Liang Xu14, Qi Xu1, Hongyan Guan15, Weijie Wang16, Jianna Shen17, Ying Qian18, Xi Wang1, Ling Shan4, Chuanxue Tan10, Yabin Yu1, Xiaoyan Wang1, Fangfang Chen19, Lili Zhang1, Xiaomeng Li1, Xinmiao Shi1, Xiaoyan Ke20, Tingyu Li21.
Abstract
This study aims to explore the psychosocial and behavioral problems of children and adolescents in the early stage of reopening schools. In this national cross-sectional study, a total of 11072 students from China were naturally divided into two groups based on their schooling status: reopened schools (RS) and home schooling (HS) group. The psychosocial and behavioral functioning were measured by Achenbach Child Behaviour Checklist (CBCL) and compared in these two groups. Multivariable logistic regression analyses were conducted to explore the independent predictors associated with the psychosocial and behavioral problems. Our results showed that the students in the RS group had more adverse behaviors than that of HS group. The RS group had the higher rates of parent-offspring conflict, prolonged homework time, increased sedentary time and sleep problems (all p < 0.001). When separate analyses were conducted in boys and girls, the RS group had the higher scores for (1) overall behavioral problems (p = 0.02 and p = 0.01), internalizing (p = 0.02 and p = 0.02) and externalizing (p = 0.02 and p = 0.004) behaviors in the 6-11 age group; (2) externalizing (p = 0.049 and p = 0.006) behaviors in the 12-16 age group. Multivariable regression showed parent-offspring conflict and increased sedentary time were the most common risk factors, while physical activity and number of close friends were protective factors for behavior problems in RS students (p < 0.01 or 0.05). The present study revealed that students' psychosocial and behavioral problems increased in the early stage of schools reopened unexpectedly. These findings suggest that close attention must be paid and holistic strategies employed in the school reopening process of post-COVID-19 period.Entities:
Mesh:
Year: 2021 PMID: 34083509 PMCID: PMC8172553 DOI: 10.1038/s41398-021-01462-z
Source DB: PubMed Journal: Transl Psychiatry ISSN: 2158-3188 Impact factor: 6.222
Fig. 1Flow diagram illustrating the survey profile.
The study population was selected according to geographical regions of China.
Fig. 2Sampling distributions.
The 8 cities in the North (Beijing, Changchun), East (Shanghai, Nanjing), West (Chongqing, Xi’an) and South (Guangzhou, Fuzhou) regions of China finally enrolled and the valid number in each city.
Demographic and psychosocial characteristic of RS group and HS group during COVID-19.
| Characteristics | RS group ( | HS group ( | Total ( | Z/chi-square | |
|---|---|---|---|---|---|
| Age (years) | |||||
| 6–11 | 9.2 (1.32) | 9.0 (1.34) | 9.1 (1.33) | −6.00 | <0.001 |
| 12–16 | 13.9 (1.38) | 13.9 (1.44) | 13.9 (1.40) | −1.02 | 0.31 |
| Sex | 1.38 | 0.24 | |||
| Male | 3911 (52.5%) | 1856 (51.3%) | 5767 (52.1%) | ||
| Female | 3542 (47.5%) | 1763 (48.7%) | 5305 (47.9%) | ||
| Residential place | 0.26 | 0.61 | |||
| Urban | 4260 (57.2%) | 2050 (56.6%) | 6310 (57.0%) | ||
| Rural | 3193 (42.8%) | 1569 (43.4%) | 4762 (43.0%) | ||
| Maternal education status | 126.96 | <0.001 | |||
| ≤9 years | 4345 (58.3%) | 2511 (69.4%) | 6856 (61.9%) | ||
| >9years | 3108 (41.7%) | 1108 (30.6%) | 4216 (38.1%) | ||
| Parents having organic diseases | 17.31 | <0.001 | |||
| Yes | 147 (2.0%) | 118 (3.3%) | 265 (2.4%) | ||
| No | 7306 (98.0%) | 3501 (96.7%) | 10807 (97.6%) | ||
| Family income | 0.44 | 0.505 | |||
| Reduced | 3671 (49.3%) | 1807 (49.9%) | 5478 (49.5%) | ||
| No change/ Increased | 3782 (50.7%) | 1812 (50.1%) | 5594 (50.5%) | ||
| Parent-offspring conflict | 20.58 | <0.001 | |||
| No | 2391 (32.1%) | 1318 (36.4%) | 3709 (33.5%) | ||
| Yes | 5062 (67.9%) | 2301 (63.6%) | 7363 (66.5%) | ||
| Sedentary Time (hours) | 36.55 | <0.001 | |||
| ≤6 | 5163 (69.3%) | 2708 (74.8%) | 7871 (71.1%) | ||
| >6 | 2290 (30.7%) | 911 (25.2%) | 3201 (28.9%) | ||
| Homework time (hours) | 76.93 | <0.001 | |||
| ≤2 | 4114 (55.2%) | 2315 (64.0%) | 6429 (58.1%) | ||
| >2 | 3339 (44.8%) | 1304 (36.0%) | 4643 (41.9%) | ||
| Screen exposure time (hours) | 1.07 | 0.30 | |||
| ≤4 | 4320 (58.0%) | 2135 (59.0%) | 6455 (58.3%) | ||
| >4 | 3133 (42.0%) | 1484 (41.0%) | 4617 (41.7%) | ||
| Physical activity time(hours) | 279.85 | <0.001 | |||
| ≤1 | 4338 (58.2%) | 1494 (41.3%) | 5832 (52.7%) | ||
| >1 | 3115 (41.8%) | 2125 (58.7%) | 5240 (47.3%) | ||
| Sleep problems | 13.13 | <0.001 | |||
| No | 5158 (69.2%) | 2626 (72.6%) | 7784 (70.3%) | ||
| Yes | 2295 (30.8%) | 993 (27.4%) | 3288 (29.7%) | ||
| Number of close friends | 0.89 | 0.344 | |||
| <4 | 4281 (57.4%) | 2113 (58.4%) | 6394 (57.7%) | ||
| ≥4 | 3172 (42.6%) | 1506 (41.6%) | 4678 (42.3%) | ||
COVID-19 vs. coronavirus disease 2019; RS group reopened school group, HS groups home schooling group
Data are mean (SD) or n (%). Effect size is estimated by *Cohen’s d or #phi coefficient.
Comparison of CBCL scores between RS group and HS group (boys and girls of 6–11 years) during COVID-19.
| Behavior subscales | RS group | HS group | Cronbach’s Alpha | ||
|---|---|---|---|---|---|
| Schizoid | 1.41 (0.05) | 1.33 (0.06) | 0.98 | 0.32 | 0.744 |
| Depression | 1.98 (0.09) | 1.61 (0.11) | 6.91 | 0.009 | 0.896 |
| Social problems | 1.22 (0.05) | 0.95 (0.06) | 13.95 | <0.001 | 0.775 |
| Compulsive activity | 2.18 (0.08) | 1.83 (0.10) | 6.82 | 0.01 | 0.866 |
| Somatic complaints | 0.60 (0.04) | 0.58 (0.05) | 0.04 | 0.85 | 0.851 |
| Social withdrawal | 0.95 (0.04) | 0.83 (0.05) | 3.30 | 0.07 | 0.769 |
| Hyperactivity | 3.22 (0.08) | 2.85 (0.10) | 8.38 | 0.004 | 0.826 |
| Aggressive behavior | 4.51 (0.13) | 4.14 (0.17) | 2.98 | 0.08 | 0.906 |
| Delinquent behavior | 1.06 (0.05) | 0.88 (0.07) | 4.70 | 0.03 | 0.841 |
| Internalizing behavior | 8.34 (0.31) | 7.14 (0.40) | 5.64 | 0.02 | 0.930 |
| Externalizing behavior | 8.79 (0.24) | 7.87 (0.31) | 5.47 | 0.02 | 0.835 |
| Total score | 16.79 (0.52) | 14.87 (0.66) | 5.20 | 0.02 | 0.974 |
| Depression | 2.41 (0.10) | 2.09 (0.12) | 4.62 | 0.03 | 0.874 |
| Social withdrawal | 1.39 (0.06) | 1.20 (0.08) | 3.66 | 0.06 | 0.831 |
| Somatic complaints | 0.99 (0.06) | 0.85 (0.07) | 2.47 | 0.12 | 0.832 |
| Schizoid/Compulsive activity | 0.78 (0.05) | 0.59 (0.06) | 7.30 | 0.007 | 0.810 |
| Hyperactivity | 2.83 (0.09) | 2.45 (0.11) | 7.51 | 0.006 | 0.836 |
| Sexual problem | 0.63 (0.03) | 0.56 (0.03) | 2.53 | 0.11 | 0.571 |
| Delinquent behavior | 0.28 (0.02) | 0.21 (0.03) | 3.77 | 0.05 | 0.748 |
| Aggressive behavior | 3.75 (0.13) | 3.15 (0.15) | 8.96 | 0.003 | 0.896 |
| Cruel | 0.31 (0.03) | 0.27 (0.03) | 1.19 | 0.28 | 0.795 |
| Internalizing behavior | 5.58 (0.24) | 4.73 (0.29) | 5.17 | 0.02 | 0.897 |
| Externalizing behavior | 7.17 (0.24) | 6.07 (0.29) | 8.20 | 0.004 | 0.767 |
| Total score | 13.61 (0.50) | 11.62 (0.60) | 6.44 | 0.01 | 0.972 |
COVID-19 vs. coronavirus disease 2019; RS group reopened school group, HS group home schooling group
General Linear Model (GLM) Analysis of Co-variance (ANCOVA) were employed to compare the total and subscale scores between the two groups, with age as covariate. Scores of the two groups are Least Squares Means (SE). Cronbach’s Alpha were generated from Pearson Correlation to evaluate the internal consistency of the total and subscale scores.
Comparison of CBCL scores between RS group and HS group (boys and girls of 12–16 years) during COVID-19.
| Behavior subscales | RS group | HS group | Cronbach’s Alpha | ||
|---|---|---|---|---|---|
| Somatic complaints | 1.12 (0.06) | 1.16 (0.10) | 0.10 | 0.76 | 0.892 |
| Schizoid | 0.97 (0.04) | 1.08 (0.07) | 1.91 | 0.17 | 0.79 |
| Social problems | 2.17 (0.08) | 2.02 (0.14) | 0.88 | 0.35 | 0.902 |
| Immature | 0.98 (0.03) | 0.91 (0.06) | 1.09 | 0.30 | 0.713 |
| Compulsive activity | 1.15 (0.04) | 1.14 (0.07) | 0.00 | 0.95 | 0.782 |
| Hostility | 1.68 (0.07) | 1.68 (0.11) | 0.00 | 0.99 | 0.869 |
| Delinquent behavior | 1.37 (0.05) | 1.18 (0.09) | 3.39 | 0.07 | 0.834 |
| Aggressive behavior | 3.57 (0.11) | 3.01 (0.19) | 6.56 | 0.01 | 0.916 |
| Hyperactivity | 2.80 (0.07) | 2.48 (0.11) | 5.71 | 0.02 | 0.824 |
| Internalizing behavior | 6.39 (0.24) | 6.31 (0.40) | 0.03 | 0.87 | 0.907 |
| Externalizing behavior | 9.42 (0.28) | 8.35 (0.46) | 3.88 | 0.049 | 0.911 |
| Total score | 14.18 (0.47) | 13.41 (0.78) | 0.71 | 0.40 | 0.976 |
| Anxiety/Compulsive activity | 2.72 (0.11) | 2.57 (0.18) | 0.50 | 0.48 | 0.921 |
| Somatic complaints | 0.70 (0.04) | 0.69 (0.06) | 0.00 | 0.95 | 0.832 |
| Schizoid | 0.78 (0.04) | 0.78 (0.07) | 0.00 | 0.99 | 0.839 |
| Depression/withdrawal | 1.91 (0.08) | 1.79 (0.13) | 0.65 | 0.42 | 0.893 |
| Immature | 2.48 (0.07) | 2.33 (0.12) | 1.11 | 0.29 | 0.837 |
| Delinquent behavior | 2.41 (0.07) | 2.01 (0.12) | 7.44 | 0.006 | 0.854 |
| Aggressive behavior | 3.20 (0.11) | 2.57 (0.18) | 9.33 | 0.002 | 0.912 |
| Cruel | 0.60 (0.04) | 0.52 (0.06) | 1.02 | 0.31 | 0.833 |
| Internalizing behavior | 6.10 (0.24) | 5.84 (0.40) | 0.33 | 0.57 | 0.874 |
| Externalizing behavior | 6.20 (0.20) | 5.11 (0.34) | 7.69 | 0.006 | 0.842 |
| Total score | 13.69 (0.48) | 12.36 (0.78) | 2.09 | 0.15 | 0.977 |
COVID-19vs. coronavirus disease 2019; RS group reopened school group, HS group home schooling group
General Linear Model (GLM) Analysis of Co-variance (ANCOVA) were employed to compare the total and subscale scores between the two groups, with age as covariate. Scores of the two groups are Least Squares Means (SE). Cronbach’s Alpha were generated from Pearson Correlation to evaluate the internal consistency of the total and subscale scores.
Multivariate logistic regression analyses of psychosocial and behavioral problems and impact factors in different age and sex subgroups.
| Variables | β | OR (95% CI) | |
|---|---|---|---|
| Boys of 6–11 | |||
| RS group | |||
| Physical activity (>1 h vs. ≤1 h per day) | −0.4268 | 0.653 (0.454 to 0.937) | 0.021 |
| Number of close friends (≥4 vs. <4) | −0.4683 | 0.626 (0.431 to 0.909) | 0.014 |
| Screen exposure time (>4 h vs. ≤4 h per day) | 0.6890 | 1.992 (1.403 to 2.828) | <0.001 |
| HS group | |||
| Homework time (>2 h vs. ≤2 h per day) | 0.5655 | 1.760 (1.101 to 2.814) | 0.018 |
| Parent-offspring conflict (Yes vs. No) | 0.8443 | 2.326 (1.234 to 4.384) | 0.009 |
| Number of close friends (≥4 vs. <4) | −0.7775 | 0.460 (0.260 to 0.811) | 0.007 |
| Girls of 6–11 | |||
| RS group | |||
| Family income (Reduced vs. No change) | 0.6653 | 1.945 (1.238 to 3.056) | 0.004 |
| Parent-offspring conflict (Yes vs. No) | 1.3089 | 3.702 (1.819 to 7.533) | <0.001 |
| Physical activity (>1 h vs. ≤1 h per day) | −0.4758 | 0.621 (0.390 to 0.990) | 0.045 |
| Screen exposure time (>4 h vs. ≤4 h per day) | 0.6486 | 1.913 (1.226 to 2.985) | 0.004 |
| HS group | |||
| Family income (Reduced vs. No change) | 0.7848 | 2.192 (1.138 to 4.221) | 0.019 |
| Screen exposure time (>4 h vs. ≤4 h per day) | 1.0070 | 2.738 (1.473 to 5.087) | 0.001 |
| Boys of 12–16 | |||
| RS group | |||
| Age (years) | −0.1808 | 0.835 (0.748 to 0.932) | 0.001 |
| Family income (Reduced vs. No change) | 0.4295 | 1.536 (1.139 to 2.073) | 0.005 |
| Sedentary time (>6 h vs. ≤6 h per day) | 0.5627 | 1.755 (1.306 to 2.359) | <0.001 |
| Parent-offspring conflict (Yes vs. No) | 0.6512 | 1.918 (1.311 to 2.805) | <0.001 |
| Parents having organic diseases (Yes vs. No) | 1.4493 | 4.260 (2.247 to 8.076) | <0.001 |
| Number of close friends (≥4 vs. <4) | −0.5804 | 0.560 (0.409 to 0.766) | <0.001 |
| HS group | |||
| Homework time (>2 h vs. ≤2 h per day) | −0.7274 | 0.483 (0.267 to 0.875) | 0.016 |
| Physical activity (>1 h vs. ≤1 h per day) | −0.7803 | 0.458 (0.267 to 0.788) | 0.005 |
| Girls of 12–16 | |||
| RS group | |||
| Maternal education status (>9 years vs. ≤9 years) | −0.5311 | 0.588 (0.413 to 0.837) | 0.003 |
| Sedentary time (>6 h vs. ≤6 h per day) | 0.3691 | 1.446 (1.030 to 2.032) | 0.033 |
| Screen exposure time (>4 h vs. ≤4 h per day) | 0.4186 | 1.520 (1.057 to 2.184) | 0.024 |
| Parent-offspring conflict (Yes vs. No) | 0.4611 | 1.586 (1.086 to 2.316) | 0.017 |
| Physical activity (≤1 h vs. >1 h per day) | −0.4367 | 0.646 (0.448 to 0.932) | 0.020 |
| Number of close friends (≥4 vs. <4) | −0.6610 | 0.516 (0.363 to 0.734) | <0.001 |
| HS group | |||
| Parents having organic diseases (Yes vs. No) | 0.9493 | 2.584 (1.138 to 5.865) | 0.023 |
| Physical activity (>1 h vs. ≤1 h per day) | −0.8195 | 0.441 (0.258 to 0.753) | 0.003 |
RS group reopened school group, HS group home schooling group, OR odds ratio, CI confidence interval.
Multivariate logistic regression analysis was performed using stepwise variable selection procedure to identify independent predictors contributing to the presence of behavioral disorder that total score exceeds the cut-off point in different group. In RS and HS group, variables inserted into the model were age, residential place, maternal education status, parents having organic diseases, family income, parent-offspring conflict, homework time, sedentary time, screen exposure time physical activity and number of close friends.