| Literature DB >> 34608463 |
Elizabeth A Stinson1, Ryan M Sullivan1, Bridgette J Peteet2, Susan F Tapert3, Fiona C Baker4, Florence J Breslin5, Anthony S Dick6, Marybel Robledo Gonzalez3, Mathieu Guillaume7, Andrew T Marshall8,9, Connor J McCabe3, William E Pelham3, Amandine Van Rinsveld7, Chandni S Sheth10, Elizabeth R Sowell8,9, Natasha E Wade3, Alexander L Wallace1, Krista M Lisdahl1.
Abstract
BACKGROUND: During the COVID-19 pandemic in the United States, mental health among youth has been negatively affected. Youth with a history of adverse childhood experiences (ACEs), as well as youth from minoritized racial-ethnic backgrounds, may be especially vulnerable to experiencing COVID-19-related distress. The aims of this study are to examine whether exposure to pre-pandemic ACEs predicts mental health during the COVID-19 pandemic in youth and whether racial-ethnic background moderates these effects.Entities:
Keywords: Adolescence; Adverse childhood experiences; COVID-19; Health disparities; Mental health; Pandemic
Year: 2021 PMID: 34608463 PMCID: PMC8479935 DOI: 10.1016/j.bpsgos.2021.08.007
Source DB: PubMed Journal: Biol Psychiatry Glob Open Sci ISSN: 2667-1743
Demographics for the ABCD Study and Study Sample
| Demographics | Release 3.0, %, Baseline Data, | Study Sample, %, |
|---|---|---|
| Sex, Female | 48 | 49 |
| Race (Youth-Identified) | ||
| Asian American | 2 | 3 |
| Black | 16 | 11 |
| White | 63 | 69 |
| Other racial/multiracial identity | 17 | 16 |
| Missing/undefined | 1 | 1 |
| Ethnicity (Youth-Identified) | ||
| Hispanic or Latinx | 20 | 18 |
| Missing/undefined | 1 | 1 |
| Parental Education | ||
| Less than HS diploma | 5 | 2 |
| HS diploma/GED | 10 | 7 |
| Some college | 26 | 22 |
| Bachelor | 25 | 28 |
| Postgraduate | 34 | 40 |
| Household Income | ||
| <$50,000 | 27 | 21 |
| ≥$50,000 to <$100,000 | 26 | 28 |
| ≥$100,000 | 38 | 44 |
| Missing/undefined | 9 | 7 |
ABCD, Adolescent Brain Cognitive Development; GED, General Educational Development; HS, high school.
Predictors of Adolescent General Mental Health Outcomes During COVID-19 Pandemic
| Outcome | Survey Time Point | Factors/Covariates | Estimate | SE | Uncorrected | FDR | ||
|---|---|---|---|---|---|---|---|---|
| Sadness | Surveys 1 and 3 | ACEs | 0.59 | 0.14 | 7032.30 | 3.92 | <.001 | <.001 |
| Time | −1.56 | 0.25 | 4062.51 | −6.36 | <.001 | |||
| ACE × time | 0.07 | 0.08 | 3999.14 | 0.87 | .38 | .72 | ||
| Race | ||||||||
| Asian American | −0.26 | 0.85 | 4145.30 | −0.30 | .76 | |||
| Black | −1.63 | 0.54 | 4471.59 | −3.00 | .0027 | |||
| Other/multiracial | 0.37 | 0.40 | 4502.79 | 0.93 | .35 | |||
| Ethnicity | 0.38 | 1.17 | 6326.79 | 0.33 | .74 | |||
| ACE × race | ||||||||
| Asian American | 1.60 | 1.053 | 6519 | 1.51 | .13 | .37 | ||
| Black | 0.77 | 0.48 | 6558 | 1.61 | .11 | .36 | ||
| Other/multiracial | 0.038 | 0.34 | 6498 | 0.11 | .91 | .98 | ||
| ACE × ethnicity | 0.055 | 0.37 | 6523.60 | 0.15 | .88 | .98 | ||
| ACE × race × time | ||||||||
| Asian | −0.80 | 0.60 | 3519 | −1.346 | .18 | .48 | ||
| Black | −0.74 | 0.29 | 4368 | −2.57 | .01 | .07 | ||
| Other/multiracial | −0.0027 | 0.20 | 3881 | −0.013 | .99 | .99 | ||
| ACE × ethnicity × time | −0.057 | 0.22 | 4118.42 | −0.257 | .79 | .97 | ||
| Positive Affect | Survey 2 | ACEs | −0.46 | 0.11 | 3321.04 | −4.24 | <.001 | <.001 |
| Race | ||||||||
| Asian American | −0.59 | 1.06 | 3075.60 | −0.56 | .58 | |||
| Black | 1.95 | 0.76 | 3074.96 | 2.56 | .01 | |||
| Other/multiracial | −0.02 | 0.53 | 3120.15 | −0.038 | .97 | |||
| Ethnicity | −1.12 | 0.87 | 2779.34 | −1.26 | .21 | |||
| ACE × race | ||||||||
| Asian | 0.42 | 0.69 | 3392.51 | 0.61 | .54 | .75 | ||
| Black | 0.60 | 0.35 | 3410.42 | 1.72 | .086 | .36 | ||
| Other/multiracial | 0.41 | 0.25 | 3340.69 | 1.68 | .094 | .36 | ||
| ACE × ethnicity | 0.34 | 0.26 | 3347.84 | 1.30 | .19 | .48 | ||
| Fear/Worry | Survey 2 | ACEs | 0.46 | 0.092 | 3792.71 | 4.98 | <.001 | <.001 |
| Race | ||||||||
| Asian American | 0.12 | 0.91 | 2837.32 | 0.13 | .89 | |||
| Black | −0.16 | 0.61 | 2846.98 | −0.25 | .80 | |||
| Other/multiracial | 0.95 | 0.45 | 3175.43 | 2.13 | .034 | |||
| Ethnicity | −0.31 | 0.74 | 2361.73 | −0.42 | .67 | |||
| ACE × race | ||||||||
| Asian American | 0.47 | 0.61 | 3886 | 0.77 | .44 | .74 | ||
| Black | 0.12 | 0.28 | 3891 | 0.42 | .67 | .84 | ||
| Other/multiracial | −0.14 | 0.21 | 3774 | −0.67 | .50 | .74 | ||
| ACE × ethnicity | 0.16 | 0.22 | 3783.14 | 0.72 | .47 | .74 | ||
| Anger/Frustration | Surveys 1 and 3 | ACEs | 0.046 | 0.015 | 6466 | 3.03 | .0024 | .02 |
| Time | −0.15 | 0.028 | 4390 | −5.440 | <.001 | |||
| ACE × time | 0.0051 | 0.0091 | 4309 | 0.56 | .57 | .76 | ||
| Race | ||||||||
| Asian American | −0.083 | 0.079 | 3965 | −1.05 | .29 | |||
| Black | −0.11 | 0.051 | 4412 | −2.10 | .036 | |||
| Other/multiracial | −0.0063 | 0.037 | 4358 | −0.17 | .87 | |||
| Ethnicity | 0.21 | 0.13 | 6031 | 1.63 | .10 | |||
| ACE × race | ||||||||
| Asian American | −0.085 | 0.11 | 5732 | −0.74 | .46 | .74 | ||
| Black | 0.0090 | 0.052 | 6303 | 0.17 | .86 | .98 | ||
| Other/multiracial | −0.057 | 0.038 | 5958 | −1.52 | .13 | .37 | ||
| ACE × ethnicity | −0.027 | 0.040 | 6104 | −0.68 | .50 | .74 | ||
| ACE × race × time | ||||||||
| Asian American | 0.00627 | 0.069 | 3672 | 0.091 | .93 | .98 | ||
| Black | −0.021 | 0.033 | 4792 | −0.64 | .52 | .72 | ||
| Other/multiracial | 0.024 | 0.023 | 4161 | 1.03 | .30 | .61 | ||
| ACE × ethnicity × time | 0.027 | 0.025 | 4480 | 1.07 | .30 | .60 | ||
| Perceived Stress | Surveys 1–3 | ACEs | 0.19 | 0.029 | 12,030 | 6.38 | <.001 | <.001 |
| Time | −0.28 | 0.034 | 8190 | −8.14 | <.001 | |||
| ACE × time | 0.00016 | 0.011 | 8201 | 0.014 | .98 | .99 | ||
| Race | ||||||||
| Asian American | 0.30 | 0.21 | 4371 | 1.47 | .14 | |||
| Black | 0.14 | 0.13 | 4682 | 1.05 | .29 | |||
| Other/multiracial | 0.16 | 0.098 | 4658 | 1.68 | .094 | |||
| Ethnicity | 0.39 | 0.24 | 9926 | 1.63 | .10 | |||
| ACE × race | ||||||||
| Asian American | 0.10 | 0.22 | 12,470 | 0.47 | .64 | .82 | ||
| Black | 0.11 | 0.097 | 12,230 | 1.14 | .26 | .58 | ||
| Other/multiracial | −0.01 | 0.071 | 12,270 | −0.15 | .88 | .98 | ||
| ACE × ethnicity | −0.15 | 0.076 | 12,160 | −1.96 | .05 | .29 | ||
| ACE × race × time | ||||||||
| Asian American | −0.063 | 0.085 | 7421 | −0.74 | .46 | .74 | ||
| Black | −0.075 | 0.041 | 8757 | −1.84 | .066 | .33 | ||
| Other/multiracial | −0.032 | 0.028 | 7993 | −1.12 | .26 | .58 | ||
| ACE × ethnicity × time | 0.050 | 0.031 | 8282 | 161 | .11 | .36 |
ACE, adverse childhood experience; FDR, false discovery rate.
p < .001; p value remained significant after corrections.
p < .05; p value remained significant after corrections.
Figure 1Greater adverse childhood experience (ACE) scores relate to poorer mood during the COVID-19 pandemic. Graph shows bivariate relationship between ACE scores and sadness, positive affect, and fear/worry outcomes (shaded portions represent standard error). The presented data for sadness represents the mean sadness scores across time (assessed at surveys 1 and 3), while fear/worry and positive affect represent mean scores at survey 2. As ACE scores increase, sadness and fear increase and positive affect decreases.
Predictors of Adolescent COVID-19–Related Mental Health Outcomes During COVID-19 Pandemic
| Outcome | Survey Time Point | Factors/Covariates | Estimate | SE | Uncorrected | FDR | ||
|---|---|---|---|---|---|---|---|---|
| COVID-19 Worry | Surveys 1–3 | ACEs | 0.013 | 0.010 | 12,230 | 1.11 | .27 | .57 |
| Time | −0.061 | 0.012 | 8233 | −5.06 | <.001 | |||
| ACE × time | −0.00094 | 0.0039 | 8225 | −0.24 | .81 | .85 | ||
| Race | ||||||||
| Asian American | 0.29 | 0.074 | 4336 | 3.94 | <.001 | |||
| Black | 0.40 | 0.047 | 4661 | 8.579 | <.001 | |||
| Other/multiracial | 0.099 | 0.034 | 4709 | 2.90 | .004 | |||
| Ethnicity | 0.14 | 0.085 | 10,190 | 1.61 | .02 | |||
| ACE × race | ||||||||
| Asian American | 0.068 | 0.077 | 12,500 | 0.87 | .38 | .67 | ||
| Black | 0.071 | 0.034 | 12,350 | 2.08 | .037 | .19 | ||
| Other/multiracial | −0.016 | 0.025 | 12,400 | −0.66 | .51 | .67 | ||
| ACE × ethnicity | −0.0011 | 0.026 | 12,310 | −0.043 | .97 | .97 | ||
| ACE × race × time | ||||||||
| Asian American | −0.029 | 0.030 | 7455 | −1.09 | .28 | .57 | ||
| Black | −0.039 | 0.014 | 8817 | −2.75 | .006 | .049 | ||
| Other/multiracial | 0.011 | 0.010 | 8053 | 1.12 | .26 | .57 | ||
| ACE × ethnicity × time | 0.0040 | 0.011 | 8347 | 0.369 | .71 | .85 | ||
| COVID-19 Stress | Survey 2 | ACEs | 0.033 | 0.010 | 3857 | 3.19 | .001 | .018 |
| Race | ||||||||
| Asian American | −0.036 | 0.10 | 3230 | −0.35 | .73 | |||
| Black | 0.30 | 0.069 | 3278 | 4.41 | <.001 | |||
| Other/multiracial | 0.16 | 0.050 | 3416 | 3.167 | .002 | |||
| Ethnicity | 0.11 | 0.083 | 2763 | 1.32 | .19 | |||
| ACE × race | ||||||||
| Asian American | −0.016 | 0.069 | 3902 | −0.23 | .82 | .85 | ||
| Black | −0.024 | 0.031 | 3910 | −0.78 | .44 | .68 | ||
| Other/multiracial | 0.013 | 0.023 | 3815 | 0.56 | .58 | .77 | ||
| ACE × ethnicity | −0.018 | 0.025 | 3824 | −0.73 | .47 | .69 | ||
| Impact of Virus Fears | Surveys 1 and 3 | ACEs | 0.091 | 0.019 | 6334 | 4.79 | <.001 | <.001 |
| Time | −0.096 | 0.035 | 4400 | −2.70 | .007 | |||
| ACE × time | −0.022 | 0.012 | 4317 | −1.93 | .053 | .19 | ||
| Race | ||||||||
| Asian American | −0.069 | 0.097 | 3443 | −0.72 | .47 | |||
| Black | 0.098 | 0.063 | 3886 | 1.57 | .12 | |||
| Other/multiracial | 0.095 | 0.046 | 4007 | 2.09 | .037 | |||
| Ethnicity | −0.0046 | 0.16 | 5801 | −0.03 | .98 | |||
| ACE × race | ||||||||
| Asian American | 0.080 | 0.14 | 5550 | 0.55 | .58 | .77 | ||
| Black | −0.017 | 0.066 | 6221 | −0.26 | .80 | .85 | ||
| Other/multiracial | 0.11 | 0.047 | 5833 | 2.32 | .02 | .13 | ||
| ACE × ethnicity | 0.052 | 0.050 | 6003 | 1.05 | .29 | .57 | ||
| ACE × race × time | ||||||||
| Asian American | −0.033 | 0.088 | 3650 | −0.37 | .71 | .85 | ||
| Black | −0.046 | 0.041 | 4818 | −1.11 | .27 | .57 | ||
| Other/multiracial | −0.059 | 0.029 | 4155 | −2.00 | .045 | .19 | ||
| ACE × ethnicity × time | −0.040 | 0.032 | 4502 | −1.25 | .21 | .57 |
ACE, adverse childhood experience; FDR, false discovery rate.
p < .05; p value remained significant after corrections.
p < .001; p value remained significant after corrections.
Figure 2Greater adverse childhood experience (ACE) scores relate to greater COVID-19–related stress and greater impact of virus fears during the COVID-19 pandemic. Graph shows bivariate relationship between ACE scores and COVID-19 specific outcomes (shaded portions represent standard error). The presented data for COVID-19 worry represents the mean worry scores (assessed at surveys 1–3) and mean impact of illness/virus fears scores (assessed at surveys 1 and 3) across time, while COVID-19 uncertainty stress represents mean scores at survey 2. As ACE scores increase, COVID-19 stress and impact of virus fears increase, while COVID-19 worry was not significantly associated with ACEs. CRISIS, Coronavirus Health Impact Survey; FIVES, Fear of Illness and Virus Evaluation Scale.
Figure 3Graphs shows changes in mean COVID-19 worry across time as a function of adverse childhood experiences (ACEs) (low vs. high) and race. While continuous variables were used in the ACE × race × time interaction, ACEs is presented as a categorical variable for visual graphing purposes.