| Literature DB >> 33205284 |
Winnie W Y Tso1, Rosa S Wong1, Keith T S Tung1, Nirmala Rao1, King Wa Fu1, Jason C S Yam2, Gilbert T Chua1, Eric Y H Chen1, Tatia M C Lee1, Sherry K W Chan1, Wilfred H S Wong1, Xiaoli Xiong3, Celine S Chui1, Xue Li1, Kirstie Wong1,4, Cynthia Leung5, Sandra K M Tsang1, Godfrey C F Chan1, Paul K H Tam1, Ko Ling Chan5, Mike Y W Kwan6, Marco H K Ho1, Chun Bong Chow1, Ian C K Wong7,8,9, Patrick Lp10,11.
Abstract
BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic is having a profound impact on the health and development of children worldwide. There is limited evidence on the impact of COVID-19 and its related school closures and disease-containment measures on the psychosocial wellbeing of children; little research has been done on the characteristics of vulnerable groups and factors that promote resilience.Entities:
Keywords: COVID-19; Child psychosocial problems; Coronavirus; Home confinement; School closure
Mesh:
Year: 2020 PMID: 33205284 PMCID: PMC7671186 DOI: 10.1007/s00787-020-01680-8
Source DB: PubMed Journal: Eur Child Adolesc Psychiatry ISSN: 1018-8827 Impact factor: 4.785
Subject characteristics
| Overall ( | Age 2–5 ( | Age 6–12 ( | |
|---|---|---|---|
| Child | |||
| Age | 6.50 (2.84) | 3.71 (1.04) | 8.51 (1.86) |
| Gender | |||
| Male | 14,970 (51.4) | 6258 (51.6) | 8707 (51.3) |
| Female | 14,140 (48.6) | 5880 (48.4) | 8255 (48.7) |
| Having special educational needs | 3742 (12.8) | 971 (8.0) | 2770 (16.3) |
| Having chronic disease | 1073 (3.7) | 304 (2.5) | 769 (4.5) |
| Having acute health problems in the past 4 weeks | 1204 (4.1) | 615 (5.1) | 589 (3.5) |
| Living with someone having direct contact with confirmed COVID-19 cases | 77 (0.3) | 28 (0.2) | 49 (0.3) |
| Living with healthcare workers | 2336 (8.0) | 1113 (9.2) | 1222 (7.2) |
| Daily sleep duration (h) | 10.76 (1.08) | 10.83 (0.93) | 10.87 (0.88) |
| Daily physical activity duration (h) | 1.01 (0.87) | 1.06 (0.90) | 0.98 (0.84) |
| Parental restriction on electronic device use | 27,867 (95.4) | 11,645 (95.7) | 16,214 (95.2) |
| Before school closure | |||
| Weekday time spent on electronic devices for learning (h) | 0.84 (0.91) | 0.60 (0.80) | 1.01 (0.94) |
| Weekday time spent on electronic devices for gaming (h) | 0.48 (0.78) | 0.31 (0.66) | 0.60 (0.84) |
| Weekday time spent on electronic devices (h) | 1.32 (1.43) | 0.90 (1.24) | 1.62 (1.48) |
| After school closure | |||
| Weekday time spent on electronic devices for learning (h) | 1.46 (1.07) | 0.99 (0.95) | 1.80 (1.01) |
| Weekday time spent on electronic devices for gaming (h) | 0.84 (1.07) | 0.48 (0.87) | 1.10 (1.12) |
| Weekday time spent on electronic devices (h) | 2.31 (1.76) | 1.47 (1.50) | 2.90 (1.70) |
| Change before and after school closure | |||
| Weekday time spent on electronic devices for learning (h) | 0.62 (1.08) | 0.39 (0.80) | 0.79 (1.21) |
| Weekday time spent on electronic devices for gaming (h) | 0.36 (0.76) | 0.18 (0.56) | 0.50 (0.85) |
| Weekday time spent on electronic devices (h) | 0.99 (1.54) | 0.57 (1.12) | 1.29 (1.72) |
| Father | |||
| Age | |||
| 18–24 | 39 (0.1) | 30 (0.3) | 8 (0.1) |
| 25–34 | 3571 (12.2) | 2619 (21.5) | 951 (5.6) |
| 35–44 | 18,185 (62.3) | 8096 (66.6) | 10,084 (59.2) |
| 45–54 | 6693 (22.9) | 1287 (10.6) | 5404 (31.7) |
| 55–64 | 647 (2.2) | 112 (0.9) | 534 (3.1) |
| 65 or above | 67 (0.2) | 19 (0.2) | 48 (0.3) |
| Education level | |||
| None/ Kindergarten | 35 (0.1) | 13 (0.1) | 22 (0.1) |
| Primary | 269 (0.9) | 71 (0.6) | 198 (1.2) |
| Lower secondary | 4058 (13.9) | 1307 (10.8) | 2748 (16.1) |
| Upper secondary | 7784 (26.7) | 2922 (24.0) | 4861 (28.6) |
| Diploma/Higher Diploma/Tertiary | 4827 (16.5) | 2220 (18.3) | 2604 (15.3) |
| Bachelor or above | 12,229 (41.9) | 5630 (46.3) | 6596 (38.7) |
| Employment status | |||
| Employed | 27,444 (94.0) | 11,557 (95.0) | 15,879 (93.3) |
Unemployed/retired/ homemaker | 1758 (6.0) | 606 (5.0) | 1150 (6.8) |
| Having mental diseases | 481 (1.7) | 166 (1.4) | 315 (1.9) |
| Having chronic diseases | 1208 (4.1) | 383 (3.2) | 824 (4.8) |
| Mother | |||
| Age | |||
| 18–24 | 127 (0.4) | 96 (0.8) | 30 (0.2) |
| 25–34 | 6333 (21.7) | 4307 (35.4) | 2024 (11.9) |
| 35–44 | 19,460 (66.6) | 7441 (61.2) | 12,015 (70.6) |
| 45–54 | 3183 (10.9) | 278 (2.3) | 2902 (17.0) |
| 55–64 | 44 (0.2) | 17 (0.1) | 27 (0.2) |
| 65 or above | 9 (0.03) | 0 (0.00) | 9 (0.05) |
| Missing | 46 (0.2) | 24 (0.2) | 22 (0.1) |
| Education level | |||
| None/ Kindergarten | 19 (0.07) | 5 (0.04) | 14 (0.08) |
| Primary | 232 (0.8) | 56 (0.5) | 175 (1.0) |
| Lower secondary | 2980 (10.2) | 961 (7.9) | 2018 (11.9) |
| Upper secondary | 8269 (28.3) | 2883 (23.7) | 5384 (31.6) |
| Diploma/Higher Diploma/Tertiary | 5947 (20.4) | 2670 (22.0) | 3275 (19.2) |
| Bachelor or above | 11,755 (40.3) | 5588 (45.9) | 6163 (36.2) |
| Employment status | |||
| Employed | 16,986 (58.2) | 7435 (61.1) | 9544 (56.1) |
Unemployed/retired/ homemaker | 12,216 (41.8) | 4728 (38.9) | 7485 (44.0) |
| Having mental diseases | 1176 (4.0) | 453 (3.7) | 723 (4.3) |
| Having chronic diseases | 2036 (7.0) | 575 (4.7) | 1460 (8.6) |
| Family | |||
| Parents’ marital status | |||
| Married/ cohabitating | 27,594 (94.5) | 11,744 (96.6) | 15,841 (93.0) |
| Divorced/ separated | 1608 (5.5) | 419 (3.4) | 1188 (7.0) |
| Average monthly household income (USD) | 6245.05 (4372.47) | 6469.04 (4304.94) | 6085.06 (4413.42) |
| Average monthly household income adjusted for household size (USD) | 3019.13 (2108.79) | 3147.46 (2108.19) | 2927.41 (2104.52) |
| Receiving Comprehensive Social Security Assistance (CSSA) | 555 (1.9) | 151 (1.2) | 404 (2.4) |
| Number of siblings | 0.76 (0.72) | 0.60 (0.66) | 0.88 (0.74) |
| Number of people living with the child | 3.43 (1.17) | 3.43 (1.21) | 3.43 (1.15) |
| Apartment size (sq ft) | 535.40 (254.50) | 516.41 (242.49) | 549.04 (261.90) |
| Average floor space per person (sq ft) | 125.85 (58.98) | 121.89 (55.57) | 128.70 (61.15) |
Comparison of SDQ, PedsQL, and PSS between the present study sample and other Hong Kong samples
| Comparison Hong Kong sample | Overall ( | Age 2–5 ( | Age 6–12 ( | |||
|---|---|---|---|---|---|---|
| Mean (SD) | Mean (SD) | Cohen’s | Mean(SD) | Mean(SD) | ||
| SDQa | ||||||
| Emotional symptoms | 2.5 (2.0) | 2.09 (1.77) | 0.21 | *** | 2.22 (1.71) | 1.99 (1.80) |
| Conduct problems | 2.1 (1.6) | 2.27 (1.58) | – 0.11 | *** | 2.39 (1.51) | 2.18 (1.62) |
| Hyperactivity/inattention | 4.5 (2.3) | 4.84 (2.22) | – 0.15 | *** | 5.06 (2.12) | 4.68 (2.27) |
| Peer relationship problems | 2.6 (1.7) | 2.89 (1.74) | – 0.17 | *** | 3.12 (1.72) | 2.73 (1.75) |
| Prosocial behaviour | 6.7 (2.0) | 6.36 (1.99) | 0.17 | *** | 6.19 (1.97) | 6.49 (2.00) |
| Total difficulties | 11.7 (5.4) | 12.09 (5.42) | – 0.07 | *** | 12.79 (5.13) | 11.59 (5.57) |
| PedsQLb | ||||||
| Physical functioning | 87.74 (12.48) | 81.78 (14.04) | 0.45 | *** | 81.33 (14.28) | 82.11 (13.85) |
| Emotional functioning | 78.57 (15.78) | 76.79 (16.70) | 0.11 | *** | 76.97 (16.61) | 76.67 (16.76) |
| Social functioning | 82.12 (16.47) | 78.45 (16.41) | 0.22 | *** | 78.85 (16.16) | 78.16 (16.58) |
| Psychosocial functioning | 79.71 (13.04) | 78.48 (14.93) | 0.09 | ** | 78.91 (14.64) | 78.17 (15.12) |
| Total score | 82.77 (11.58) | 79.74 (13.40) | 0.24 | *** | 79.83 (13.38) | 79.67 (13.41) |
| PSS parental stressb | 46.74 (10.35) | 49.38 (10.48) | – 0.25 | *** | 48.88 (10.10) | 49.72 (10.72) |
***p < 0.001, **p < 0.01; d = 0.2 as small, d = 0.5 as medium and d = 0.8 as large according to the guidelines by Cohen
a Based on a stratified sample of 3722 students aged between 6 and 12 years from schools with different achievement brandings and different socioeconomic regions of Hong Kong (Please refer to Supplementary File 2 for more details on the sample characteristics)
b Based on a study of 1280 disadvantaged families (parent mean age: 35.63 years; child mean age: 3.10 years) recruited from 32 kindergartens in two underprivileged districts of Hong Kong (Please refer to Supplementary File 2 for more details on the sample characteristics)
Regression models between SDQ scores and other study variables
| Total Difficulties | Emotional symptoms | Conduct problems | Hyperactivity/ Inattention | Peer relationship problems | Prosocial behaviour | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSS parental stress | 0.26 (0.50) | *** | 0.06 (0.34) | *** | 0.06 (0.41) | *** | 0.09 (0.43) | *** | 0.05 (0.30) | *** | – 0.07 (– 0.36) | *** |
| CPCIS Learning Activities | – 0.74 (– 0.11) | *** | – 0.12 (– 0.05) | *** | – 0.19 (– 0.09) | *** | – 0.19 (– 0.07) | *** | – 0.24 (– 0.11) | *** | 0.39 (0.15) | *** |
| CPCIS Recreational Activities | – 1.50 (– 0.19) | *** | – 0.22 (– 0.09) | *** | – 0.32 (– 0.14) | *** | – 0.60 (– 0.19) | *** | – 0.36 (– 0.14) | *** | 0.67 (0.23) | *** |
| Daily sleep duration | – 0.30 (– 0.06) | – 0.05 (– 0.03) | – 0.07 (– 0.05) | – 0.10 (– 0.04) | *** | – 0.08 (– 0.05) | 0.11 (0.06) | *** | ||||
| Delay in going to bed (weekday) | 0.53 (0.11) | *** | 0.12 (0.08) | *** | 0.13 (0.09) | *** | 0.19 (0.10) | *** | 0.09 (0.06) | *** | – 0.12 (– 0.07) | *** |
| Delay in going to bed (weekend) | 0.43 (0.10) | *** | 0.10 (0.06) | *** | 0.10 (0.08) | *** | 0.15 (0.08) | *** | 0.09 (0.06) | *** | – 0.09 (– 0.05) | *** |
| Daily exercise duration | – 0.55 (– 0.09) | *** | – 0.10 (– 0.05) | *** | – 0.08 (– 0.04) | *** | – 0.29 (– 0.11) | *** | – 0.07 (– 0.04) | *** | 0.26 (0.11) | *** |
| Parental restriction on electronic device use | 0.05 (0.01) | 0.01 (0.01) | 0.06 (0.04) | 0.20 (0.09) | *** | – 0.22 (– 0.13) | *** | 0.18 (0.09) | *** | |||
| Weekday time spent on electronic devices for gaming after school closure (h) | 0.49 (0.10) | *** | 0.10 (0.06) | *** | 0.12 (0.08) | *** | 0.19 (0.09) | *** | 0.09 (0.05) | *** | – 0.07 (– 0.04) | *** |
| Weekday time spent on electronic devices for learning after school closure (h) | 0.21 (0.04) | *** | 0.05 (0.03) | *** | 0.03 (0.02) | *** | 0.09 (0.04) | *** | 0.03 (0.02) | ** | 0.03 (0.02) | ** |
| Increase in weekday time spent on electronic devices for gaming after school closure (h) | 0.25 (0.03) | *** | 0.02 (0.01) | 0.05 (0.03) | *** | 0.18 (0.06) | *** | – 0.01 (– 0.004) | – 0.04 (– 0.02) | ** | ||
| Increase in weekday time spent on electronic devices for learning after school closure (h) | 0.05 (0.01) | – 0.001 (– 0.001) | – 0.005 (– 0.003) | 0.09 (0.04) | *** | – 0.04 (– 0.02) | *** | 0.003 (0.002) | ||||
| PSS parental stress | 0.25 (0.49) | *** | 0.06 (0.35) | *** | 0.06 (0.39) | *** | 0.08 (0.40) | *** | 0.05 (0.30) | *** | – 0.07 (– 0.35) | *** |
| CPCIS Learning Activities | – 1.24 (– 0.18) | *** | – 0.19 (– 0.09) | *** | – 0.30 (– 0.15) | *** | – 0.43 (– 0.15) | *** | – 0.32 (– 0.14) | *** | 0.49 (0.19) | *** |
| CPCIS Recreational Activities | – 1.88 (– 0.24) | *** | – 0.27 (– 0.11) | *** | – 0.43 (– 0.19) | *** | – 0.72 (– 0.23) | *** | – 0.45 (– 0.18) | *** | 0.73 (0.25) | *** |
| Daily sleep duration | – 0.43 (– 0.08) | *** | – 0.07 (– 0.04) | – 0.10 (– 0.06) | * | – 0.17 (– 0.07) | ** | – 0.10 (– 0.06) | * | 0.13 (0.06) | *** | |
| Delay in going to bed (weekday) | 0.50 (0.11) | *** | 0.11 (0.07) | *** | 0.12 (0.09) | *** | 0.17 (0.09) | *** | 0.10 (0.07) | *** | – 0.08 (– 0.05) | *** |
| Delay in going to bed (weekend) | 0.37 (0.08) | *** | 0.08 (0.05) | *** | 0.08 (0.06) | *** | 0.12 (0.07) | *** | 0.08 (0.06) | *** | – 0.06 (– 0.04) | *** |
| Daily exercise duration | – 0.50 (– 0.08) | *** | – 0.08 (– 0.04) | *** | – 0.07 (– 0.04) | *** | – 0.27 (– 0.11) | *** | – 0.08 (– 0.04) | *** | 0.24 (0.10) | *** |
| Parental restriction on child electronic device use | – 0.23 (– 0.04) | 0.03 (0.02) | – 0.07 (– 0.04) | – 0.02 (– 0.01) | – 0.17 (– 0.10) | * | 0.38 (0.19) | *** | ||||
| Weekday time spent on electronic devices for gaming after school closure (h) | 0.57 (0.11) | *** | 0.13 (0.08) | *** | 0.15 (0.10) | *** | 0.20 (0.10) | *** | 0.10 (0.06) | *** | – 0.07 (– 0.04) | *** |
| Weekday time spent on electronic devices for learning after school closure (h) | 0.36 (0.07) | *** | 0.09 (0.05) | *** | 0.08 (0.05) | *** | 0.12 (0.06) | *** | 0.06 (0.04) | *** | 0.02 (0.01) | |
| Increase in weekday time spent on electronic devices for gaming after school closure (h) | 0.48 (0.07) | *** | 0.06 (0.03) | * | 0.12 (0.06) | *** | 0.30 (0.10) | *** | 0.01 (0.004) | – 0.06 (– 0.02) | ||
| Increase in weekday time spent on electronic devices for learning after school closure (h) | 0.25 (0.05) | *** | 0.03 (0.02) | 0.04 (0.03) | * | 0.18 (0.09) | *** | 0.004 (0.003) | – 0.02 (– 0.01) | |||
| PSS parental stress | 0.26 (0.51) | *** | 0.06 (0.33) | *** | 0.06 (0.42) | *** | 0.09 (0.44) | *** | 0.05 (0.30) | *** | – 0.07 (– 0.38) | *** |
| CPCIS Learning Activities | – 0.53 (– 0.08) | *** | – 0.10 (– 0.04) | *** | – 0.15 (– 0.07) | *** | – 0.14 (– 0.05) | *** | – 0.14 (– 0.06) | *** | 0.31 (0.12) | *** |
| CPCIS Recreational Activities | – 1.29 (– 0.16) | *** | – 0.19 (– 0.07) | *** | – 0.26 (– 0.12) | *** | – 0.54 (– 0.17) | *** | – 0.30 (– 0.11) | *** | 0.63 (0.22) | *** |
| Daily sleep duration | – 0.21 (– 0.04) | – 0.04 (– 0.03) | – 0.05 (– 0.04) | – 0.07 (– 0.03) | * | – 0.04 (– 0.03) | 0.08 (0.04) | ** | ||||
| Delay in going to bed (weekday) | 0.57 (0.12) | *** | 0.13 (0.09) | *** | 0.14 (0.10) | *** | 0.23 (0.12) | *** | 0.07 (0.05) | *** | – 0.13 (– 0.08) | *** |
| Delay in going to bed (weekend) | 0.49 (0.11) | *** | 0.11 (0.08) | *** | 0.12 (0.09) | *** | 0.18 (0.10) | *** | 0.08 (0.05) | *** | – 0.11 (– 0.07) | *** |
| Daily exercise duration | – 0.58 (– 0.09) | *** | – 0.12 (– 0.06) | *** | – 0.09 (– 0.05) | *** | – 0.29 (– 0.12) | *** | – 0.08 (– 0.04) | *** | 0.29 (0.13) | *** |
| Parental restriction on electronic device use | 0.21 (0.04) | – 0.01 (– 0.006) | 0.12 (0.08) | * | 0.29 (0.13) | *** | – 0.20 (– 0.11) | *** | 0.02 (0.01) | |||
| Weekday time spent on electronic devices for gaming after school closure (h) | 0.45 (0.09) | *** | 0.09 (0.05) | *** | 0.11 (0.07) | *** | 0.18 (0.09) | *** | 0.08 (0.05) | *** | – 0.07 (– 0.04) | *** |
| Weekday time spent on electronic devices for learning after school closure (h) | 0.11 (0.02) | ** | 0.03 (0.02) | 0.01 (0.004) | 0.05 (0.03) | ** | 0.02 (0.01) | 0.04 (0.02) | ** | |||
| Increase in weekday time spent on electronic devices for gaming after school closure (h) | 0.17 (0.02) | *** | 0.01 (0.004) | 0.03 (0.02) | * | 0.14 (0.05) | *** | – 0.01 (– 0.01) | – 0.04 (0.01) | * | ||
| Increase in weekday time spent on electronic devices for learning after school closure (h) | – 0.02 (– 0.004) | – 0.01 (– 0.009) | – 0.02 (– 0.01) | 0.05 (0.03) | ** | – 0.04 (– 0.02) | *** | 0.002 (0.001) | ||||
***p < 0.001; **p < 0.01; *p < 0.05; B denotes unstandardized coefficients and β denotes standardized coefficients; β = 0.1 as small, β = 0.3 as medium and β = 0.5 as large according to the guidelines by Cohen
a Adjusted for child’s gender and age and family socioeconomic status
Regression models between PSS and other study variables
| Overall | Age 2–5 | Age 6–12 | ||||
|---|---|---|---|---|---|---|
| CPCIS Learning Activities | – 1.21 (– 0.09) | *** | – 2.00 (– 0.15) | *** | – 1.10 (– 0.08) | *** |
| CPCIS Recreational Activities | – 3.15 (– 0.21) | *** | – 3.37 (– 0.22) | *** | – 3.09 (– 0.20) | *** |
| Daily sleep duration | – 0.42 (– 0.04) | * | – 0.60 (– 0.06) | *** | – 0.34 (– 0.03) | |
| Delay in going to bed (weekday) | 0.63 (0.07) | *** | 0.61 (0.07) | *** | 0.70 (0.08) | *** |
| Delay in going to bed (weekend) | 0.49 (0.06) | *** | 0.36 (0.04) | *** | 0.63 (0.07) | *** |
| Daily exercise duration | – 1.27 (– 0.11) | *** | – 1.11 (– 0.09) | *** | – 1.39 (– 0.11) | *** |
| Parental restriction on electronic device use | 0.57 (0.05) | * | – 0.42 (– 0.04) | 1.05 (0.10) | *** | |
| Weekday time spent on electronic devices for gaming after school closure (h) | 0.41 (0.04) | *** | 0.49 (0.05) | *** | 0.38 (0.04) | *** |
| Weekday time spent on electronic devices for learning after school closure (h) | 0.25 (0.03) | *** | 0.32 (0.03) | *** | 0.18 (0.02) | * |
| Increase in weekday time spent on electronic devices for gaming after school closure (h) | 0.45 (0.03) | *** | 0.66 (0.05) | *** | 0.38 (0.03) | *** |
| Increase in weekday time spent on electronic devices for learning after school closure (h) | 0.29 (0.03) | *** | 0.51 (0.05) | *** | 0.19 (0.02) | *** |
***p < 0.001; **p < 0.01; *p < 0.05; B denotes unstandardized coefficients and β denotes standardized coefficients; β = 0.1 as small, β = 0.3 as medium and β = 0.5 as large according to the guidelines by Cohen
a Adjusted for family SES, child’s gender and age
Demographic factors associated with SDQ scores after school closure
| Total Difficulties | Emotional symptoms | Conduct problems | Hyperactivity/ Inattention | Peer relationship problems | Prosocial behaviour | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Child age | – 0.33 (– 0.18) | *** ^ | – 0.07 (– 0.11) | *** ^ | – 0.06 (– 0.10) | *** ^ | – 0.12 (– 0.16) | *** ^ | – 0.09 (– 0.15) | *** ^ | 0.07 (0.09) | *** ^ |
| Child gender (male) | 0.71 (0.13) | *** ^ | – 0.11 (– 0.06) | *** ^ | 0.17 (0.11) | *** ^ | 0.41 (0.18) | *** ^ | 0.24 (0.14) | *** ^ | – 0.42 (– 0.21) | *** ^ |
| Child having special educational needs | 4.27 (0.79) | *** ^ | 0.78 (0.44) | *** ^ | 0.68 (0.43) | *** ^ | 1.70 (0.77) | *** ^ | 1.11 (0.64) | *** ^ | – 0.78 (– 0.39) | *** ^ |
| Child having chronic diseases | 0.81 (0.15) | *** ^ | 0.31 (0.18) | *** ^ | 0.09 (0.05) | 0.19 (0.09) | 0.23 (0.13) | *** ^ | – 0.06 (– 0.03) | |||
| Child having acute health problems in the past 4 weeks | 1.63 (0.30) | *** ^ | 0.52 (0.29) | *** ^ | 0.36 (0.23) | *** ^ | 0.50 (0.22) | *** ^ | 0.26 (0.15) | *** ^ | – 0.26 (– 0.13) | *** ^ |
| Maternal age | – 0.01 (– 0.001) | – 0.001 (0.000) | – 0.03 (– 0.01) | 0.01 (0.003) | 0.01 (0.002) | – 0.04 (– 0.01) | ||||||
| Mother having mental disorders | 2.12 (0.39) | *** ^ | 0.69 (0.39) | *** ^ | 0.49 (0.31) | *** ^ | 0.57 (0.26) | *** ^ | 0.37 (0.21) | *** ^ | – 0.30 (– 0.15) | *** ^ |
| Mother having chronic diseases | 0.57 (0.10) | *** ^ | 0.19 (0.11) | *** ^ | 0.08 (0.05) | 0.12 (0.06) | * | 0.17 (0.10) | *** ^ | – 0.02 (– 0.01) | ||
| Paternal age | – 0.09 (– 0.01) | – 0.03 (– 0.01) | – 0.03 (– 0.01) | – 0.06 (– 0.02) | 0.03 (0.01) | 0.04 (0.01) | ||||||
| Father having mental disorders | 1.01 (0.19) | *** ^ | 0.35 (0.20) | *** ^ | 0.30 (0.19) | *** ^ | 0.31 (0.14) | ** | 0.05 (0.03) | – 0.15 (– 0.08) | ||
| Father having chronic diseases | 0.53 (0.10) | *** ^ | 0.17 (0.10) | *** ^ | 0.06 (0.04) | 0.22 (0.10) | *** ^ | 0.08 (0.05) | * | – 0.004 (– 0.002) | ||
| Number of siblings | – 0.26 (– 0.04) | *** ^ | – 0.05 (– 0.02) | *** ^ | 0.08 (0.04) | *** ^ | – 0.05 (– 0.02) | * | – 0.24 (– 0.10) | *** ^ | – 0.03 (– 0.01) | |
| Number of people living with the child | 0.07 (0.02) | 0.01 (0.01) | 0.04 (0.03) | *** ^ | 0.05 (0.03) | * | – 0.03 (– 0.02) | – 0.02 (– 0.01) | ||||
| Child living with people who had direct contact with confirmed COVID-19 cases | 0.76 (0.14) | 0.30 (0.17) | 0.13 (0.08) | 0.18 (0.08) | 0.15 (0.09) | 0.11 (0.06) | ||||||
| Child living with healthcare workers | 0.02 (0.003) | – 0.02 (– 0.01) | – 0.01 (– 0.003) | – 0.03 (– 0.01) | 0.07 (0.04) | 0.03 (0.01) | ||||||
| Divorced/separated parents | 0.96 (0.18) | *** ^ | 0.21 (0.12) | *** ^ | 0.22 (0.14) | *** ^ | 0.41 (0.18) | *** ^ | 0.12 (0.07) | * | – 0.03 (– 0.02) | |
| Family socioeconomic status index | – 0.13 (– 0.02) | *** ^ | – 0.05 (– 0.03) | *** ^ | – 0.02 (– 0.01) | – 0.05 (– 0.02) | ** | – 0.02 (– 0.01) | – 0.12 (– 0.06) | *** ^ | ||
| A verage floor space per person | – 0.004 (– 0.05) | – 0.001 (– 0.03) | 0.00 (– 0.03) | – 0.002 (– 0.04) | 0.00 (– 0.02) | 0.001 (0.05) | ||||||
| Having CSSA | 0.58 (0.11) | *** ^ | 0.22 (0.13) | *** ^ | 0.15 (0.10) | * | 0.06 (0.03) | 0.15 (0.09) | * | 0.07 (0.04) | ||
| Child age | – 0.45 (– 0.24) | *** ^ | – 0.07 (– 0.11) | *** ^ | – 0.03 (– 0.06) | * | – 0.06 (– 0.08) | ** | – 0.29 (– 0.47) | *** ^ | 0.26 (0.37) | *** ^ |
| Child gender (male) | 0.62 (0.11) | *** ^ | – 0.08 (– 0.05) | ** | 0.15 (0.09) | *** ^ | 0.30 (0.14) | *** ^ | 0.24 (0.14) | *** ^ | – 0.44 (– 0.22) | *** ^ |
| Child having special educational needs | 3.72 (0.69) | *** ^ | 0.66 (0.37) | *** ^ | 0.52 (0.33) | *** ^ | 1.39 (0.63) | *** ^ | 1.15 (0.66) | *** ^ | – 1.03 (– 0.52) | *** ^ |
| Child having chronic diseases | 1.05 (0.19) | *** ^ | 0.37 (0.21) | *** ^ | 0.12 (0.08) | 0.29 (0.13) | * | 0.27 (0.15) | *** ^ | – 0.07 (– 0.03) | ||
| Child having acute health problems in the past 4 weeks | 1.58 (0.29) | *** ^ | 0.49 (0.28) | *** ^ | 0.39 (0.25) | *** ^ | 0.42 (0.19) | *** ^ | 0.28 (0.16) | ** | – 0.25 (– 0.13) | ** |
| Maternal age | 0.09 (0.01) | – 0.01 (– 0.004) | 0.01 (0.005) | 0.07 (0.02) | 0.02 (0.01) | *** ^ | – 0.11 (– 0.03) | ** | ||||
| Mother having mental disorders | 2.11 (0.39) | *** ^ | 0.66 (0.37) | *** ^ | 0.45 (0.28) | *** ^ | 0.58 (0.26) | *** ^ | 0.42 (0.24) | – 0.29 (– 0.14) | ** | |
| Mother having chronic diseases | 0.54 (0.10) | * | 0.22 (0.12) | * | 0.05 (0.03) | 0.13 (0.06) | 0.14 (0.08) | *** ^ | 0.03 (0.01) | |||
| Paternal age | – 0.13 (– 0.02) | – 0.04 (– 0.02) | – 0.05 (– 0.02) | – 0.09 (– 0.03) | * | 0.05 (0.02) | 0.05 (0.02) | |||||
| Father having mental disorders | 1.04 (0.19) | ** | 0.36 (0.20) | ** | 0.36 (0.23) | ** | 0.23 (0.10) | 0.10 (0.06) | – 0.02 (– 0.01) | |||
| Father having chronic diseases | 0.71 (0.13) | *** ^ | 0.23 (0.13) | ** | 0.08 (0.05) | 0.27 (0.12) | ** | 0.13 (0.07) | – 0.11 (– 0.06) | |||
| Number of siblings | – 0.33 (– 0.05) | *** ^ | – 0.05 (– 0.02) | 0.07 (0.03) | ** | – 0.11 (– 0.04) | *** ^ | – 0.25 (– 0.10) | – 0.05 (– 0.02) | |||
| Number of people living with the child | 0.13 (0.03) | * | 0.03 (0.02) | 0.05 (0.04) | ** | 0.07 (0.04) | ** | – 0.02 (– 0.01) | *** ^ | – 0.01 (– 0.01) | ||
| Child living with people who had direct contact with confirmed COVID-19 cases | – 0.31 (– 0.06) | – 0.27 (– 0.16) | 0.17 (0.11) | 0.07 (0.03) | – 0.28 (– 0.16) | 0.27 (0.13) | ||||||
| Child living with healthcare workers | 0.19 (0.03) | – 0.02 (– 0.01) | 0.02 (0.01) | 0.09 (0.04) | 0.10 (0.06) | 0.02 (0.01) | ||||||
| Divorced/separated parents | 1.33 (0.25) | *** ^ | 0.35 (0.20) | *** ^ | 0.29 (0.18) | *** ^ | 0.39 (0.18) | *** ^ | 0.30 (0.17) | – 0.002 (– 0.001) | ||
| Family socioeconomic status index | – 0.11 (– 0.02) | * | – 0.04 (– 0.02) | ** | – 0.03 (– 0.02) | * | – 0.06 (– 0.03) | *** ^ | 0.02 (0.01) | *** ^ | – 0.13 (– 0.06) | *** ^ |
| Average floor space per person | – 0.004 (– 0.04) | – 0.001 (– 0.03) | – 0.001 (– 0.04) | – 0.001 (– 0.04) | – 0.001 (– 0.02) | 0.001 (0.05) | ||||||
| Having CSSA | 0.37 (0.07) | 0.06 (0.04) | 0.08 (0.05) | 0.02 (0.01) | 0.20 (0.12) | 0.02 (0.01) | ||||||
| Age 6–12 | ||||||||||||
| Child age | – 0.34 (– 0.18) | *** ^ | – 0.08 (– 0.13) | *** ^ | – 0.05 (– 0.10) | *** ^ | – 0.17 (– 0.22) | *** ^ | – 0.03 (– 0.05) | *** ^ | 0.02 (0.03) | * |
| Child gender (male) | 0.79 (0.15) | *** ^ | – 0.12 (– 0.07) | *** ^ | 0.19 (0.12) | *** ^ | 0.49 (0.22) | *** ^ | 0.24 (0.14) | *** ^ | – 0.40 (– 0.20) | *** ^ |
| Child having special educational needs | 4.48 (0.83) | *** ^ | 0.82 (0.46) | *** ^ | 0.75 (0.47) | *** ^ | 1.79 (0.81) | *** ^ | 1.12 (0.64) | *** ^ | – 0.71 (– 0.36) | *** ^ |
| Child having chronic diseases | 0.70 (0.13) | *** ^ | 0.29 (0.16) | *** ^ | 0.07 (0.04) | 0.15 (0.07) | 0.20 (0.12) | ** | – 0.05 (– 0.03) | |||
| Child having acute health problems in the past 4 weeks | 1.67 (0.31) | *** ^ | 0.55 (0.31) | *** ^ | 0.32 (0.20) | *** ^ | 0.56 (0.25) | *** ^ | 0.25 (0.14) | *** ^ | – 0.28 (– 0.14) | *** ^ |
| Maternal age | – 0.07 (– 0.01) | 0.01 (0.003) | – 0.06 (– 0.02) | * | – 0.03 (– 0.01) | 0.01 (0.004) | 0.003 (0.001) | |||||
| Mother having mental disorders | 2.14 (0.40) | *** ^ | 0.71 (0.40) | *** ^ | 0.52 (0.33) | *** ^ | 0.57 (0.26) | *** ^ | 0.35 (0.20) | *** ^ | – 0.31 (– 0.16) | *** ^ |
| Mother having chronic diseases | 0.60 (0.11) | ** | 0.19 (0.10) | ** | 0.10 (0.06) | 0.14 (0.06) | 0.18 (0.10) | ** | – 0.04 (– 0.02) | |||
| Paternal age | – 0.05 (– 0.01) | – 0.02 (– 0.01) | – 0.01 (– 0.005) | – 0.03 (– 0.01) | 0.02 (0.01) | 0.03 (0.01) | ||||||
| Father having mental disorders | 0.98 (0.18) | *** ^ | 0.34 (0.19) | *** ^ | 0.27 (0.17) | ** | 0.34 (0.16) | ** | 0.03 (0.02) | – 0.23 (– 0.12) | * | |
| Father having chronic diseases | 0.45 (0.08) | ** | 0.14 (0.08) | ** | 0.05 (0.03) | 0.20 (0.09) | *** ^ | 0.05 (0.03) | 0.05 (0.03) | |||
| Number of siblings | – 0.20 (– 0.03) | ** | – 0.06 (– 0.02) | * | 0.09 (0.04) | *** ^ | – 0.02 (– 0.01) | – 0.21 (– 0.09) | *** ^ | – 0.03 (– 0.01) | ||
| Number of people living with the child | 0.03 (0.01) | – 0.004 (– 0.002) | 0.04 (0.03) | * | 0.03 (0.01) | – 0.03 (– 0.02) | – 0.03 (– 0.02) | |||||
| Child living with people who had direct contact with confirmed COVID-19 cases | 1.38 (0.25) | 0.64 (0.36) | * | 0.11 (0.07) | 0.29 (0.13) | 0.33 (0.19) | 0.11 (0.05) | |||||
| Child living with healthcare workers | – 0.14 (– 0.03) | – 0.01 (– 0.01) | – 0.02 (– 0.01) | – 0.12 (– 0.05) | 0.02 (0.01) | 0.05 (0.03) | ||||||
| Divorced/separated parents | 0.79 (0.15) | *** ^ | 0.15 (0.08) | * | 0.19 (0.12) | *** ^ | 0.40 (0.18) | *** ^ | 0.06 (0.03) | – 0.05 (– 0.03) | ||
| Family socioeconomic status index | – 0.15 (– 0.03) | ** | – 0.05 (– 0.03) | *** ^ | – 0.01 (– 0.01) | – 0.04 (– 0.02) | – 0.05 (– 0.03) | *** ^ | – 0.12 (– 0.06) | *** ^ | ||
| Average floor space per person | – 0.004 (– 0.05) | – 0.001 (– 0.03) | * | 0.00 (– 0.03) | – 0.002 (– 0.05) | 0.00 (– 0.03) | 0.001 (0.04) | |||||
| Having CSSA | 0.64 (0.12) | 0.29 (0.16) | *** ^ | 0.18 (0.11) | * | 0.07 (0.03) | 0.10 (0.06) | 0.11 (0.07) |
Note: *** p < 0.001, ** p < 0.01, *p < 0.05, ^p < 0.003 (Bonferroni adjusted alpha levels of 0.003 [0.05/19]); B denotes unstandardized coefficients and β denotes standardized coefficients; β = 0.1 as small, β = 0.3 as medium and β = 0.5 as large according to the guidelines by Cohen
a Mutually adjusted models
Demographic factors associated with PSS after school closure
| Overall | Age 2–5 | Age 6–12 | ||||
|---|---|---|---|---|---|---|
| Child age | 0.003 (0.001) | 0.24 (0.06) | ** | – 0.17 (– 0.05) | *** ^ | |
| Child gender (male) | 0.39 (0.04) | 0.28 (0.03) | 0.49 (0.05) | *** ^ | ||
| Child having special educational needs | 4.20 (0.40) | ***^ | 4.06 (0.39) | *** ^ | 4.17 (0.40) | *** ^ |
| Child having chronic diseases | 1.25 (0.12) | *** ^ | 2.57 (0.25) | *** ^ | 0.74 (0.07) | |
| Child having acute health problems in the past 4 weeks | 2.52 (0.24) | *** ^ | 2.32 (0.22) | *** ^ | 2.65 (0.25) | *** ^ |
| Maternal age | – 0.11 (– 0.01) | 0.07 (0.004) | – 0.28 (– 0.02) | |||
| Mother having mental disorders | 5.33 (0.51) | *** ^ | 5.49 (0.52) | *** ^ | 5.25 (0.50) | *** ^ |
| Mother having chronic diseases | 0.83 (0.08) | ** | 1.26 (0.12) | * | 0.67 (0.06) | |
| Paternal age | 0.12 (0.01) | – 0.09 (– 0.01) | 0.28 (0.02) | |||
| Father having mental disorders | 1.41 (0.13) | ** | 0.15 (0.01) | 2.07 (0.20) | *** ^ | |
| Father having chronic diseases | 0.44 (0.04) | 0.63 (0.06) | 0.36 (0.03) | |||
| Number of siblings | 0.44 (0.03) | ** | 0.23 (0.02) | 0.54 (0.04) | *** ^ | |
| Number of people living with the child | – 0.23 (– 0.03) | ** | – 0.26 (– 0.03) | * | – 0.22 (– 0.02) | |
| Child living with people who had direct contact with confirmed COVID-19 cases | 0.55 (0.05) | 1.35 (0.13) | 0.20 (0.02) | |||
| Child living with healthcare workers | 0.39 (0.04) | 0.47 (0.04) | 0.35 (0.03) | |||
| Divorced/separated parents | 2.19 (0.21) | *** ^ | 2.22 (0.21) | *** ^ | 2.19 (0.21) | *** ^ |
| Family socioeconomic status index | – 0.15 (– 0.01) | – 0.11 (– 0.01) | – 0.16 (– 0.02) | |||
| Average floor space per person | – 0.01 (– 0.04) | – 0.01 (– 0.04) | – 0.01 (– 0.04) | |||
| Having CSSA | 0.20 (0.02) | 1.24 (0.12) | – 0.24 (– 0.02) | |||
** p < 0.001, **p < 0.01, *p < 0.05, ^p < 0.003 (Bonferroni adjusted alpha levels of 0.003 [0.05/19]); B denotes unstandardized coefficients and β denotes standardized coefficients; β = 0.1 as small, β = 0.3 as medium and β = 0.5 as large according to the guidelines by Cohen
aMutually adjusted model