Table 3.
Multi-level Mixed Effects Logistic Regression of Aggression, Group Members Only
Model 1 | Model 2 | Model 3 | ||||
---|---|---|---|---|---|---|
β | S. E. | β | S. E. | β | S. E. | |
Group Variables | ||||||
Average aggression of group | −0.16 | (0.12) | −0.15 | (0.12) | −0.14 | (0.12) |
Average status valuation of group^ | 0.28 * | (0.14) | 0.26 * | (0.13) | 0.30 * | (0.15) |
Group size^ | — | — | 0.00 | (0.00) | −0.01 * | (0.00) |
Freeman segregation index^ | — | — | −0.06 * | (0.03) | −0.08 ** | (0.03) |
Avg. status valuation * group size^ | — | — | — | — | 0.11 * | (0.05) |
Avg. status valuation * segregation^ | — | — | — | — | 0.02 * | (0.01) |
Friend behavior and attitudes | ||||||
Friends' average aggression outdegree | 0.24 ** | (0.08) | 0.22 ** | (0.08) | 0.22 ** | (0.08) |
Friends' average status valuation | 0.12 | (0.08) | 0.10 | (0.08) | 0.11 | (0.08) |
Individual Variables | ||||||
Aggression (Time 1) | 1.03 *** | (0.09) | 1.03 *** | (0.09) | 1.03 *** | (0.09) |
Status valuation | 0.09 * | (0.04) | 0.09 * | (0.04) | 0.08 | (0.04) |
Male | −0.02 | (0.09) | −0.05 | (0.09) | −0.07 | (0.09) |
African-American | 0.11 | (0.10) | 0.12 | (0.11) | 0.15 | (0.12) |
Latino(a) | 0.20 | (0.23) | 0.25 | (0.25) | 0.30 | (0.24) |
Other minority | −0.29 | (0.20) | −0.28 | (0.20) | −0.29 | (0.20) |
One parent | −0.16 | (0.10) | −0.17 | (0.10) | −0.17 | (0.10) |
No parent attended college | −0.09 | (0.10) | −0.09 | (0.10) | −0.11 | (0.10) |
9th grade | −0.21 | (0.14) | −0.04 | (0.16) | 0.01 | (0.15) |
10th grade | −0.10 | (0.15) | 0.09 | (0.16) | 0.11 | (0.16) |
Constant | −1.32 *** | (0.20) | −1.41 *** | (2.56) | −1.44 *** | (2.77) |
Random Components | ||||||
Random intercept of group | 0.03 | (0.05) | 0.03 | (0.05) | 0.01 | (0.05) |
Random intercept of school | 0.01 | (0.02) | 0.01 | (0.02) | 0.01 | (0.02) |
LR test vs. logistic chi2(2) | 1.52 | 1.10 | 0.94 | |||
Log Likelihood | −1597.79 | −1595.26 | −1589.97 | |||
Wald Chi-square (df) N = 2,645 |
191.78*** | (14) | 196.02*** | (16) | 204.55*** | (18) |
variable is centered on grand mean;
p<0.05;
p<0.01;
p<0.001