| Literature DB >> 32386348 |
Tessa M L Kaufman1, Hae Yeon Lee2, Aprile D Benner2, David S Yeager2.
Abstract
The present research examined how school contexts shape the extent to which beliefs about the potential for change (implicit theories) interact with social adversity to predict depressive symptoms. A preregistered multilevel regression analysis using data from 6,237 ninth-grade adolescents in 25 U.S. high schools showed a three-way interaction: Implicit theories moderated the associations between victimization and depressive symptoms only in schools with high levels of school-level victimization, but not in schools with low victimization levels. In high-victimization schools, adolescents who believed that people cannot change (an entity theory of personality) were more depressed when they were victimized more frequently. Thus, the mental health correlates of adolescents' implicit theories depend on both personal experiences and the norms in the context.Entities:
Mesh:
Year: 2020 PMID: 32386348 PMCID: PMC7483958 DOI: 10.1111/jora.12558
Source DB: PubMed Journal: J Res Adolesc ISSN: 1050-8392
Race/Ethnicity Demographics Within and Across Schools
| School ID | Black/African American | Hispanic/Latinx | Native American Indian | White/European American | Asian/Asian American | Middle Eastern | Hawaiian/Pacific Islander |
|---|---|---|---|---|---|---|---|
| # | % | % | % | % | % | % | % |
| 1 | 0.0 | 13.7 | 28.2 | 38.2 | 6.1 | 2.3 | 2.3 |
| 2 | 2.2 | 30.8 | 1.1 | 36.1 | 12.2 | 4.4 | 5.0 |
| 3 | 1.9 | 50.5 | 0.9 | 24.1 | 6.8 | 1.5 | 4.0 |
| 4 | 1.3 | 2.0 | 1.3 | 78.8 | 1.3 | 6.0 | 0.7 |
| 5 | 37.7 | 1.5 | 3.3 | 32.0 | 1.8 | 9.5 | 1.5 |
| 6 | 3.2 | 13.7 | 0.7 | 59.2 | 9.1 | 7.5 | 0.9 |
| 7 | 17.6 | 13.1 | 0.9 | 40.3 | 11.3 | 5.4 | 1.4 |
| 8 | 20.8 | 12.5 | 2.5 | 45.0 | 5.0 | 5.8 | 0.8 |
| 9 | 12.7 | 16.3 | 1.8 | 48.8 | 3.0 | 7.2 | 0.6 |
| 10 | 25.5 | 12.3 | 6.0 | 22.9 | 12.3 | 8.0 | 1.1 |
| 11 | 5.7 | 9.3 | 1.4 | 51.4 | 6.4 | 10.0 | 2.1 |
| 12 | 0.7 | 0.7 | 2.1 | 81.0 | 1.4 | 9.2 | 0.7 |
| 13 | 1.4 | 13.8 | 3.6 | 66.7 | 0.7 | 5.1 | 1.4 |
| 14 | 23.6 | 14.6 | 4.5 | 36.5 | 1.7 | 3.9 | 0.6 |
| 15 | 0.8 | 4.0 | 1.6 | 77.4 | 2.4 | 8.9 | 0.8 |
| 16 | 56.1 | 13.4 | 1.2 | 11.0 | 4.9 | 3.7 | 1.2 |
| 17 | 48.8 | 7.4 | 8.0 | 18.5 | 4.3 | 5.6 | 1.2 |
| 18 | 0.0 | 14.1 | 0.7 | 63.7 | 4.4 | 3.0 | 2.2 |
| 19 | 0.0 | 16.6 | 3.6 | 63.9 | 5.3 | 3.6 | 0.6 |
| 20 | 4.8 | 2.3 | 0.5 | 74.9 | 4.8 | 7.8 | 0.9 |
| 21 | 0.0 | 30.7 | 5.0 | 38.6 | 5.9 | 5.0 | 1.0 |
| 22 | 5.6 | 15.8 | 6.1 | 47.4 | 9.2 | 3.6 | 4.6 |
| 23 | 18.1 | 4.1 | 0.8 | 61.5 | 5.4 | 6.6 | 0.3 |
| 24 | 6.0 | 11.8 | 3.5 | 50.4 | 7.8 | 6.5 | 4.5 |
| 25 | 3.4 | 6.1 | 0.7 | 69.4 | 7.5 | 5.4 | 1.0 |
| Mean | 11.9 | 13.2 | 3.6 | 49.5 | 5.6 | 5.8 | 1.7 |
Adolescents’ SES (Adolescent‐reported Highest Education of Mother) Within and Across Schools
| School ID | No School | High School | Courses No College | AA/AS | BACHELOR | Master | PhD | Don't Know |
|---|---|---|---|---|---|---|---|---|
| % | % | % | % | % | % | % | % | |
| 1 | 14.4 | 22.0 | 9.1 | 12.1 | 10.6 | 4.5 | 2.3 | 25.0 |
| 2 | 14.3 | 11.7 | 5.0 | 2.4 | 21.3 | 16.3 | 9.8 | 19.3 |
| 3 | 19.3 | 11.8 | 9.3 | 2.5 | 14.0 | 10.9 | 5.6 | 26.5 |
| 4 | 0.7 | 11.8 | 9.9 | 3.9 | 23.0 | 25.0 | 4.6 | 21.1 |
| 5 | 16.8 | 21.2 | 11.5 | 6.9 | 10.9 | 5.3 | 1.6 | 25.9 |
| 6 | 8.7 | 14.4 | 8.4 | 4.8 | 25.8 | 16.7 | 2.7 | 18.5 |
| 7 | 16.9 | 20.1 | 13.2 | 5.5 | 9.1 | 4.6 | 2.3 | 28.3 |
| 8 | 13.6 | 11.9 | 12.7 | 6.8 | 18.6 | 8.5 | 2.5 | 25.4 |
| 9 | 8.5 | 11.6 | 14.6 | 6.7 | 26.2 | 6.7 | 1.2 | 24.4 |
| 10 | 10.0 | 17.1 | 10.9 | 7.7 | 19.4 | 8.9 | 3.7 | 22.3 |
| 11 | 16.7 | 9.4 | 13.8 | 6.5 | 15.9 | 6.5 | 2.9 | 28.3 |
| 12 | 1.4 | 16.8 | 10.5 | 7.7 | 27.3 | 13.3 | 4.2 | 18.9 |
| 13 | 8.8 | 11.8 | 10.3 | 8.1 | 22.1 | 11.8 | 2.9 | 24.3 |
| 14 | 16.6 | 13.7 | 12.6 | 12.0 | 9.7 | 5.7 | 4.0 | 25.7 |
| 15 | 7.3 | 22.6 | 11.3 | 11.3 | 16.9 | 5.6 | 3.2 | 21.8 |
| 16 | 20.5 | 21.8 | 7.7 | 3.8 | 6.4 | 5.1 | 1.3 | 33.3 |
| 17 | 12.6 | 20.8 | 13.8 | 13.8 | 9.4 | 2.5 | 4.4 | 22.6 |
| 18 | 11.3 | 15.8 | 12.0 | 12.0 | 9.0 | 7.5 | 2.3 | 30.1 |
| 19 | 9.1 | 18.2 | 12.1 | 9.7 | 16.4 | 8.5 | 0.6 | 25.5 |
| 20 | 2.8 | 13.6 | 9.7 | 6.9 | 27.1 | 18.4 | 3.7 | 17.9 |
| 21 | 7.9 | 15.8 | 17.8 | 5.0 | 21.8 | 9.9 | 2.0 | 19.8 |
| 22 | 5.2 | 18.2 | 14.1 | 9.9 | 15.6 | 6.3 | 1.6 | 29.2 |
| 23 | 3.6 | 11.4 | 8.8 | 7.2 | 25.8 | 15.2 | 4.4 | 23.5 |
| 24 | 5.6 | 16.0 | 11.2 | 7.1 | 19.3 | 10.2 | 2.3 | 28.4 |
| 25 | 5.1 | 12.7 | 8.2 | 7.9 | 29.8 | 15.1 | 6.2 | 15.1 |
| Mean | 10.3 | 15.7 | 11.1 | 7.5 | 18.1 | 10.0 | 3.3 | 24.0 |
Individual‐Level Correlations among Study Variables
| Variable | Correlations | Mean ( | Min–max | |||
|---|---|---|---|---|---|---|
| 1. | 2. | 3. | 4. | |||
| 1. Depressive symptoms | – | 0.41 (0.32) | 0–2 | |||
| 2. Entity theory | .29 | – | 2.94 (0.41) | 1–6 | ||
| 3. Peer victimization | .42 | .23 | – | 1.33 (0.55) | 1–5 | |
| 4. Gender | .19 | ‐.01 | .03 | – | 49% boys | 0–1 |
N = 6,237. Gender was dummy‐coded with female = 1, male = 0.
p < .01;
p < .001.
School‐Level Correlations among Study Variables
| Variable | Correlations | Mean ( | Min–max | ||||
|---|---|---|---|---|---|---|---|
| 1. | 2. | 3. | 4. | 5. | |||
| 1. Depressive symptoms | – | 0.42 (0.01) | 0.32 to 0.56 | ||||
| 2. Entity theory | .45 | – | 2.96 (0.03) | 2.70 to 3.40 | |||
| 3. Peer victimization | .67 | .52 | – | 1.34 (0.01) | 1.22 to 1.47 | ||
| 4. School achievement | −.36 | −.46 | −.16 | – | 1.63 (1.64) | −1.69 to 2.00 | |
| 5. Gender | −.09 | .38 | .08 | −.04 | – | 49% boys | 0.31 to 0.61 |
N = 25.
p < .05;
p < .01;
p < .001.
Results of Multilevel Models Estimating Effects of Entity Theory, and Individual and School‐Average Victimization on Depressive Symptoms
| Final Model | |
|---|---|
|
| |
| Level 1 (individual) ( | |
| Entity theory | 0.07 |
| Victimization | 0.21 |
| Gender | 0.12 |
| Entity Theory × Victimization | ‐0.01 (−0.03; 0.02) |
| Level 2 (school) (k = 25) | |
| School‐average victimization | 0.47 |
| School achievement | 0.00 (−0.00;0.00) |
| Cross‐level interactions | |
| Entity Theory × School‐average victimization | −0.02 (−0.18; 0.14) |
| Victimization × School‐average victimization | 0.07 (−0.24; 0.38) |
| Entity Theory × School‐average victimization × Victimization |
|
| Reduction compared to null model | |
| Reduction Level 1 residual variance | 0.021 (22% reduction |
| Reduction Level 2 intercept variance | 0.002 (33% reduction |
| Level 2 variability | |
| Entity theory | 0.001 |
| Victimization | 0.000 |
| Entity Theory × Victimization | 0.001 |
The bold value underscores the three‐way interaction that tests the main hypothesis.
Unstandardized effects are shown. We controlled for clustering at the school level, and covariates were gender and school‐average achievement.
Null model residual variance = 0.095; final model residual variance = 0.074.
Null model residual variance = 0.003; final model residual variance = 0.001.
p < .05;
p < .01;
p < .001.
Figure 1Predicted Results for Depressive Symptoms by Peer Victimization across Incremental (n = 1,108) and Entity Theory (n = 878), Lower (Average of Rarely Victimized) and Higher (Average of Victimized a Few Times) School‐Average Victimization. Note. Analyses are based on simple effects of peer victimization on depressive symptoms across incremental and entity theory groups in lower versus higher school‐average victimization schools.
Figure A1Graphic Representation of the Data Distribution in Both School Contexts (No Covariates Included). Note. We collapsed the answer categories of the victimization scale from “a few times” to “a few times per week” into one category because there were only a few observations in these highest categories.
Validity Analyses of School‐Level Victimization: Pearson’s Correlations among Criteria and Past Two‐Week Victimization (6 items)
| Variable | % Chronically Absent ( | % Suspended ( | Great Schools ( | Discipline Incidents ( |
|---|---|---|---|---|
| Mean | .04 | .34 | −.36 | .14 |
| Dichotomized mean | −.17 | .16 | −.20 | .08 |
| Maximum | −.01 | .23 | −.28 | .14 |
| Dichotomized maximum | −.17 | .16 | −.20 | .08 |
p < .10.
Results of Multilevel Models Estimating Effects of Entity Theory, and Individual and School‐Average Victimization on Depressive Symptoms Controlling for Victimization in the Previous School and School Quality Rating
| Final Model | |
|---|---|
|
| |
| Level 1 (Individual) ( | |
| Entity theory | 0.07 |
| Victimization | 0.19 |
| Gender | 0.12 |
| Previous school victimization | 0.06 |
| Entity Theory × Victimization | 0.00 (−0.02; 0.02) |
| Level 2 (School) (k = 25) | |
| School‐average victimization | 0.46 |
| School achievement | 0.00 (0.00; 0.00) |
| School quality | 0.00 (0.00; 0.01 |
| Cross‐level | |
| Entity Theory × School‐average victimization | −0.01 (−0.12; 0.07) |
| Victimization × School‐average victimization | 0.07 (−0.13; 0.28) |
| Entity Theory × School‐average victimization × Victimization |
|
| Reduction in variance compared to null model | |
| Reduction Level 1 residual variance | 0.011 |
| Reduction Level 2 intercept variance | 0.001 |
| Level 2 variability | |
| Entity theory | 0.001 |
| Victimization | 0.000 |
| Entity Theory × Victimization | 0.001 |
The bold value underscores the three‐way interaction that tests the main hypothesis.
Unstandardized effects are shown. We controlled for clustering at the school level, and covariates were gender, previous school victimization, and school‐average achievement.
Null model residual variance = 0.079; final model residual variance = 0.068.
Null model residual variance = 0.002; final model residual variance = 0.001.
p < .05;
p < .01;
p < .001.