| Literature DB >> 35618973 |
Pedro Fonseca Zuccolo1, Caio Borba Casella1, Daniel Fatori1, Elizabeth Shephard1, Luisa Sugaya1, Wagner Gurgel1, Luis Carlos Farhat1, Adriana Argeu1, Monike Teixeira1, Luara Otoch1, Guilherme V Polanczyk2.
Abstract
Brazil has been severely affected by the COVID-19 pandemic with one of the largest numbers of youth impacted by school closure globally. This longitudinal online survey assessed emotional problems in children and adolescents aged 5-17 years living in Brazil during the COVID-19 pandemic. Recruitment occurred between June to November 2020 and participants were invited for follow-up assessments every 15 days until June 2021. Participants were 5795 children and adolescents living across the country with mean age of 10.7 (SD 3.63) years at recruitment; 50.5% were boys and 69% of white ethnicity. Weighted prevalence rates of anxiety, depressive and total emotional symptoms at baseline were 29.7%, 36.1% and 36%, respectively. Longitudinal analysis included 3221 (55.6%) participants and revealed fluctuations in anxiety and depressive symptoms during one year follow-up, associated with periods of social mobility and mortality. Emotional problems significantly increased in July and September 2020 and decreased from December 2020 to February 2021 and then significantly increased in May 2021 relative to June 2020. Older age, feeling lonely, previous diagnosis of mental or neurodevelopmental disorder, previous exposure to traumatic events or psychological aggression, parental psychopathology, and sleeping less than 8/h a day were associated with increased rates of anxiety and depressive symptoms at baseline and over time. Food insecurity and less social contact with family and peers were associated with baseline anxiety and depressive symptoms, and lowest socio-economic strata, chronic disease requiring treatment and family members physically ill due to COVID-19 were associated with increasing rates over time. The pandemic severely affected youth, particularly those from vulnerable populations and in moments of increased mortality and decreased social mobility. Results underscore the need for allocation of resources to services and the continuous monitoring of mental health problems among children and adolescents.Entities:
Keywords: Adolescents; Anxiety; Brazil; COVID-19; Children; Depression
Year: 2022 PMID: 35618973 PMCID: PMC9135594 DOI: 10.1007/s00787-022-02006-6
Source DB: PubMed Journal: Eur Child Adolesc Psychiatry ISSN: 1018-8827 Impact factor: 5.349
Characteristics of the sample
| Variable | ||||
|---|---|---|---|---|
| Baseline ( | Follow-up ( | Dropout | ESa | |
| Age, mean (S.D.) | 10.70 (3.63) | 10.6 (3.61) | 10.9 (3.67) | 0.077** |
| Age range ( | ||||
| 5–9 years | 2365 (40.81) | 1349 (41.84) | 1016 (39.49) | 0.042** |
| 10–13 years | 1855 (32.01) | 1052 (32.63) | 804 (31.25) | |
| 14–17 years | 1575 (27.18) | 823 (25.53) | 753 (29.26) | |
| Sex, | ||||
| Male | 2942 (50.77) | 1653 (51.27) | 1288 (50.06) | – |
| Female | 2853 (49.23) | 1571 (48.73) | 1285 (49.94) | |
| Ethnicity, | ||||
| White | 4010 (69.20) | 2310 (71.65) | 1701 (66.10) | 0.059*** |
| Non-white | 1785 (30.80) | 914 (28.35) | 872 (33.90) | |
| Parental education, | ||||
| Tertiary education or higher | 3912 (67.51) | 190 (5.89) | 244 (9.48) | 0.168*** |
| Up to upper secondary education | 1449 (25.00) | 630 (19.54) | 820 (31.87) | |
| Up to lower secondary education | 434 (7.49) | 2404 (74.57) | 1509 (58.65) | |
| Monthly income (in BRL), | ||||
| > 10,000 | 944 (16.29) | 626 (19.42) | 318 (12.36) | 0.175*** |
| 3000–10000 | 2201 (37.99) | 1356 (42.06) | 847 (32.93) | |
| 1000–3000 | 2002 (34.55) | 991 (30.74) | 1013 (39.39) | |
| < 1,000 | 647(11.17) | 251 (7.78) | 394 (15.31) | |
| COVID family exposure, | ||||
| Suspected or confirmed COVID in child | 457 (7.88) | 256 (7.94) | 200 (7.77) | - |
| Suspected or confirmed COVID in household member19 | 1348 (23.26) | 735 (22.80) | 614 (23.86) | - |
| Family member admitted to hospital due to COVID-19 | 205 (3.53) | 110 (3.41) | 95 (3.69) | - |
| Food insecurity, | 2254 (38.90) | 1068 (33.15) | 1187 (46.13) | 0.131*** |
| Social contact with peersb, | ||||
| Daily | 2658 (45.87) | 1061 (32.95) | 988 (38.40) | 0.060*** |
| 3–5 times a week or every 2–3 days | 1085 (18.72) | 650 (20.19) | 436 (16.94) | |
| Less than 3 times per week | 2052 (35.41) | 1509 (46.86) | 1149 (44.66) | |
| How often the child/adolescent felt lonelyb, | ||||
| Never/almost never | 1854(33.04) | 1020 (32.25) | 832 (34.06) | - |
| A few times | 2980(53.10) | 1675 (52.96) | 1299 (53.17) | |
| Often | 77 (13.86) | 468 (14.79) | 312 (12.77) | |
| The child / adolescent is not studying, | 528 (9.11) | 231 (11.50) | 296 (7.17) | 0.074*** |
| Hours spent by child / adolescent in digital activities, | ||||
| Less than 5 h | 1737 (30.48) | 743 (29.38) | 996 (31.47) | - |
| More than 5 h | 3962 (69.52) | 1786 (70.62) | 2169 (68.53) | |
| Absence of structured family routine, | 1578 (27.23) | 769 (23.91) | 807 (31.64) | 0.082*** |
| Hours of sleep, | ||||
| More than 10 h /day | 648 (11.18) | 368 (11.45) | 280 (10.88) | 0.049** |
| 8–10 h/day | 3390 (58.50) | 1934 (60.17) | 1450 (56.35) | |
| Less than 8hs/day | 1707 (29.46) | 890 (27.69) | 815 (31.67) | |
| No information | 50 (0.86) | 22 (0.69) | 28 (1.10) | |
| Child victimization, mean (S.D.) | ||||
| Previous exposure to traumatic eventsc | 0.59 (1.12) | 0.634 (1.16) | 0.553 (1.08) | 0.071** |
| Physical maltreatmentd | 0.12 (0.51) | 011(0.47) | 0.14(0.56) | 0.063** |
| Psychological aggressiond | 2.90 (2.13) | 2.88 (2.13) | 2.91 (2.15) | - |
| Neglectd | 2.46 (2.27) | 2.44 (2.23) | 2.48 (2.33) | - |
| Corporal punishmentd | 0.95 (1.73) | 0.86 (1.63) | 1.07 (1.86) | 0.117*** |
| Child’s health, | ||||
| Chronic disease, needing treatment | 1069 (18.45) | 574 (17.86) | 493 (19.16) | - |
| Previous psychiatric diagnosis | 736 (12.70) | 438 (13.63) | 297 (11.54) | 0.030** |
| Parental psychopathology | ||||
| DASS-21, mean (S.D.) | 16.36 (13.07) | 17.1 (12.5) | 15.4 (13.7) | 0.127*** |
| Parent substance abuse, | 1060 (18.29) | 629 (19.51) | 431 (16.75) | 0.035*** |
| RCADS, mean (S.D.) | ||||
| Total | 60.07 (14.71) | 60.3 (14.4) | 59.8 (15.1) | - |
| Depression | 60.21 (14.57) | 60.5 (14.5) | 59.9 (14.7) | - |
| Anxiety | 57.14 (13.30) | 57.4 (13.2) | 56.9 (13.4) | - |
DASS-21 = Depression Anxiety Stress Scales (DASS-21)
ES = effect size
aChi-square tests were used for tabular data and t-tests for continuous data. Effect sizes were calculated using Cramer’s V for chi-square test and Cohen’s d for t-tests
bParticipants were asked about the previous 2 weeks. Social contact included internet contact
cTraumatic events include traffic accidents, serious fire, natural disasters, witnessing or suffering a violent crime, physical or sexual abuse
dChild maltreatment was assessed by asking the primary caregiver about the previous two weeks
*p < 0.05
**p < 0.01
***p < 0.001
Logistic regression models of association between baseline variables and emotional problems measured by the RCDAS
| Variable | RCADS scores [Odds Ratio (95%CI)] | ||
|---|---|---|---|
| Total | Depression | Anxiety | |
| Age | |||
| 5–9 years | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 10–13 years | 1.76 (1.50–2.07)*** | 1.20 (1.02–1.42) | 1.31 (1.11–1.55)** |
| 14–17 years | 1.36 (1.13–1.65)** | 1.33 (1.09–1.61)** | 1.42 (1.18–1.71)*** |
| Sex | |||
| Male | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| Female | 1.34 (1.17–1.53)*** | – | 0.83 (0.73–0.95)** |
| Parental education | |||
| Tertiary education or higher | |||
| Up to upper secondary education | – | – | – |
| Up to lower secondary education | |||
| Monthly Income (in BRL) | |||
| > 10,000 | 1 [ Reference] | 1 [Reference] | 1 [Reference] |
| 3000–10,000 | 1.09 (0.89–1.34) | – | 0.98 (0.80–1.21) |
| 1000–3000 | 1.09 (0.88–1.35) | – | 0.90 (0.71–1.13) |
| < 1000 | 1.40 (1.07–1.84)* | – | 1.21 (0.91–1.62) |
| COVID family exposure | |||
| Family member physically ill due to COVID-19 | – | – | – |
| Family member admitted to hospital due to COVID-19 | 1.39 (0.98–1.95) | 1.48 (1.04–2.09)* | 1.31 (0.93–1.83) |
| Food insecurity | 1.22 (1.06–1.40)** | 1.18 (1.01–1.38)* | |
| Social contact with peers in the previous 2 weeks (including through internet) | |||
| Daily | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 3–5 times a week or every 2–3 days | 1.16 (0.97–1.39) | 1.10 (0.91–1.33) | 1.17 (0.97–1.41) |
| Less than 3 times per week | 1.27 (1.08–1.49)** | 1.28 (1.09–1.50)** | 1.28 (1.09–1.50)** |
| How often the child/adolescent felt lonely in the previous 2 weeks | |||
| Never/almost never | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| A few times | 3.50 (2.94–4.19)*** | 3.62 (3.03– 4.33)*** | 2.45 (2.06–2.9)*** |
| Often | 11.55 (9.16–14.61)*** | 14.36 (11.32–18.30)*** | 6.31 (5.07–7.88)*** |
| Absence of structured family routine | 1.41 (1.21–1.64)*** | 1.72 (1.48– 2.00)*** | – |
| Hours of sleep | |||
| More than 10 h /day | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 8–10 h/day | 1.07 (0.86–1.34) | 0.90 (0.73–1.13) | 1.05 (0.85–1.32) |
| Less than 8hs/day | 1.47 (1.17–1.85)** | 1.35 (1.07–1.71)* | 1.26 (1.00–1.59)* |
| No information | 1.69 (0.84–3.38) | 2.01 (0.99–4.11) | 1.58 (0.76–3.15) |
| Child victimization | |||
| Previous exposure to traumatic eventsa | 1.11 (1.05–1.18)*** | 1.10 (1.04– 1.17)** | 1.12 (1.06–1.19)*** |
| Physical maltreatmentb | 1.12 (0.98–1.28) | 1.11 (0.97–1.27) | –- |
| Psychological aggressionb | 1.07 (1.03–1.10)*** | 1.14 (1.10–1.18)*** | 1.05 (1.01–1.08)** |
| Neglectb | 1.06 (1.02–1.09)*** | 1.08 (1.05–1.12)*** | – |
| Child’s health | |||
| Chronic disease, needing treatment | – | – | 1.29 (1.09–1.52)** |
| Previous psychiatric diagnosis | 2.26 (1.87–2.74)*** | 2.48 (2.05–3.02)*** | 1.90 (1.58–2.28)*** |
| Parental psychopathology (DASS-21) | 1.03 (1.02–1.03)*** | 1.02 (1.02– 1.03)*** | 1.02 (1.02–1.03)*** |
Odds Ratio > 1 and < 1 indicate variables associated with increased and decreased risk, respectively
CI = Confidence interval
–Variable dropped after stepwise regression
DASS-21 Depression Anxiety Stress Scales (DASS-21)
aTraumatic events include traffic accidents, serious fire, natural disasters, witnessing or suffering a violent crime, physical or sexual abuse in any period of life
bChild maltreatment by child primary caregiver in the previous two weeks
*p < 0.05
**p < 0.01
***p < 0.001
Fig. 1Estimated marginal means for emotional problems measured from June 2020 to June 2021 using the RCADS total T-score. Bars represent 95% confidence intervals (CI). *p < 0.05, **p < 0.01, ***p < 0.001
Fig. 2Estimated marginal means for depression symptoms measured from June 2020 to June 2021 using the RCADS depression T-score. Bars represent 95% confidence intervals (CI). *p < 0.05, **p < 0.01, ***p < 0.001
Fig. 3Estimated marginal means for anxiety symptoms measured from June 2020 to June 2021 using the RCADS anxiety T-score. Bars represent 95% confidence intervals (CI). *p < 0.05, **p < 0.01, ***p < 0.001
RCDAS scores at follow-up (stepwise mixed linear model)
| Variable | RCADS scores [β (95% CI)] | ||
|---|---|---|---|
| Total | Depression | Anxiety | |
| Age | |||
| 5–9 years | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 10–13 years | 3.50 (2.73–4.26)*** | 1.96 (1.27–2.64)*** | 0.73 (0.02–1.45)* |
| 14–17 years | 1.33 (0.44–2.22)** | 1.05 (0.27–1.83)*** | 1.13 (0.33–1.93)** |
| Sex | |||
| Male | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| Female | 2.41 (1.79–3.02)*** | 1.19 (0.62–1.76)*** | – |
| Parental education | |||
| Tertiary education or higher | 1 [Reference] | – | 1 [Reference] |
| up to upper secondary education | – 0.78 ( – 1.61 to 0.04) | – | – 0.53 ( – 1.34 to 0.27) |
| up to lower secondary education | 0.89 ( – 0.36 to 2.13) | – | 1.36 (0.14–2.57)* |
| Monthly income (in BRL) | |||
| > 10,000 | 1 [ Reference] | 1 [Reference] | 1 [Reference] |
| 3000–10,000 | 0.66 ( – 0.24 to 1.56) | 0.38 ( – 0.45 to 1.20) | 0.72 ( – 0.16 to 1.60) |
| 1000–3000 | 1.26 (0.26–2.26)** | 1.17 (0.30–2.04)** | 0.83 ( – 0.18 to 1.8) |
| < 1000 | 3.15 (1.80–4.50)*** | 2.07 (0.91–3.24)** | 2.67 (1.30–4.05)*** |
| COVID family exposure | |||
| Family member physically ill due to COVID-19 | 0.91 (0.16–1.67)* | 0.99 (0.32–1.67)** | 0.78 (0.07–1.50)* |
| Family member admitted to hospital due to COVID-19 | 1.77 (0.07–3.48)* | – | – |
| Food insecurity | – | – | 1.01 (0.29–1.73)** |
| Social contact with peers in the previous 2 weeks (including through internet) | |||
| Daily | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 3–5 times a week or every 2–3 days | 0.48 (-0.37–1.33) | – | – |
| Less than 3 times per week | 0.95 (0.20–1.69)* | – | – |
| How often the child/adolescent felt lonely in the previous 2 weeks | |||
| Never/almost never | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| A few times | 6.27 (5.56–6.97)*** | 6.13 (5.48–6.78)*** | 5.03 (4.35–5.71)*** |
| Often | 14.68 (13.61–15.74)*** | 15.21 (14.23–16.20)*** | 11.18 (10.07–12.08)*** |
| Absence of structured family routine | 2.32 (1.57– 3.07)*** | 3.42 (2.72–4.11)*** | −−− |
| Hours of sleep | |||
| More than 10 h /day | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| 8–10 h/day | 0.44 ( – 0.57 to 1.44) | – 0.67 ( – 1.61 to 0.26) | 0.29 ( – 0.68 to 1.26) |
| Less than 8hs/day | 2.10 (1.01–3.18)*** | 1.32 (0.32–2.33)* | 1.27 (0.22–2.32)* |
| No information | 2.12 ( – 1.49 to 5.74) | 2.02 ( – 1.35 to 5.40) | – 5.20 ( – 4.04 to 3.01) |
| Child victimizationa | |||
| Previous exposure to traumatic events | 0.82 (0.54–1.10)*** | 0.68 (0.42–0.94)*** | 0.89 (0.61–1.16)*** |
| Physical maltreatment | 0.65 (0.01–1.29) | 0.89 (0.29–1.49)** | – |
| Psychological aggression | 0.53 (0.37–0.69)*** | 0.82 (0.67– 0.97)*** | 0.29 (0.14–0.44)*** |
| Neglect | 0.35 (0.20–0.50)*** | 0.55 (0.41–0.69)*** | – |
| Child’s health | |||
| Chronic disease, needing treatment | 1.47 (0.67–2.26)*** | 1.39 (0.65–2.12)*** | 1.50 (0.72–2.27)*** |
| Previous psychiatric diagnosis | 5.89 (5.96–6.83)*** | 6.69 (5.83–7.56)*** | 4.52 (3.61–5.42)*** |
| Parental psychopathology (DASS-21) | 0.20 (0.18–0.23)*** | 0.19 (0.16–0.21)*** | 0.17 (0.15–0.20)*** |
CI confidence interval
–Coefficients not shown. Variable dropped after stepwise regression
DASS-21 = Depression Anxiety Stress Scales (DASS-21)
Coefficients for time factors not shown
aChild maltreatment by child primary caregiver in the previous two weeks
*p < 0.05
**p < 0.01
***p < 0.001