Table 5.
Multi-level Models: Longitudinal Associations of RDoC Constructs at Age 7 with HBQ and DISC at Age 13
| Outcome HBQ | Predictors | Estimate | s.e. | p-value | FDR p-value | Outcome DISC | Predictors | Estimate | s.e. | p-value | FDR p-value |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Depression | Reward Responsiveness | 0.016 | 0.017 | 0.3572 | 0.5384 | Depression | Reward Responsiveness | 0.055 | 0.084 | 0.5140 | 0.6976 |
| Frustrative Nonreward | 0.021 | 0.018 | 0.2594 | 0.4808 | Frustrative Nonreward | 0.171 | 0.084 | 0.0412 | 0.1648 | ||
| Loss | 0.045 | 0.021 | 0.0317 | 0.1417 | Loss | 0.220 | 0.091 | 0.0161 | 0.0941 | ||
| Fear | 0.003 | 0.016 | 0.8392 | 0.9315 | Fear | −0.033 | 0.077 | 0.6722 | 0.8240 | ||
| Overanxiousness | Reward Responsiveness | −0.002 | 0.020 | 0.9058 | 0.9809 | Generalized Anxiety | Reward Responsiveness | −0.022 | 0.092 | 0.8145 | 0.9280 |
| Frustrative Nonreward | 0.026 | 0.022 | 0.2396 | 0.4808 | Frustrative Nonreward | −0.009 | 0.097 | 0.9293 | 0.9809 | ||
| Loss | 0.037 | 0.025 | 0.1431 | 0.3468 | Loss | 0.192 | 0.104 | 0.0650 | 0.2352 | ||
| Fear | 0.016 | 0.019 | 0.4158 | 0.5951 | Fear | 0.057 | 0.085 | 0.5023 | 0.6941 | ||
| Separation Anxiety | Reward Responsiveness | 0.017 | 0.017 | 0.3086 | 0.5099 | Separation Anxiety | Reward Responsiveness | 0.116 | 0.141 | 0.4122 | 0.5951 |
| Frustrative Nonreward | 0.019 | 0.018 | 0.2875 | 0.5081 | Frustrative Nonreward | 0.131 | 0.143 | 0.3613 | 0.5384 | ||
| Loss | 0.027 | 0.020 | 0.1739 | 0.3737 | Loss | 0.255 | 0.152 | 0.0930 | 0.3213 | ||
| Fear | 0.012 | 0.016 | 0.4228 | 0.5951 | Fear | −0.030 | 0.129 | 0.8181 | 0.9280 | ||
| Social Anxiety | Reward Responsiveness | −0.064 | 0.025 | 0.0110 | 0.0697 | Social Anxiety | Reward Responsiveness | −0.311 | 0.140 | 0.0261 | 0.1322 |
| Frustrative Nonreward | −0.041 | 0.027 | 0.1228 | 0.3369 | Frustrative Nonreward | −0.209 | 0.155 | 0.1770 | 0.3737 | ||
| Loss | 0.046 | 0.031 | 0.1315 | 0.3369 | Loss | 0.235 | 0.161 | 0.1460 | 0.3468 | ||
| Fear | 0.032 | 0.023 | 0.1718 | 0.3737 | Fear | 0.121 | 0.132 | 0.3613 | 0.5384 | ||
| Inhibition | Reward Responsiveness | −0.072 | 0.026 | 0.0051 | 0.0388* | Specific Phobia | Reward Responsiveness | −0.125 | 0.116 | 0.2821 | 0.5081 |
| Frustrative Nonreward | −0.100 | 0.028 | 0.0003 | 0.0076** | Frustrative Nonreward | 0.113 | 0.119 | 0.3407 | 0.5384 | ||
| Loss | 0.029 | 0.031 | 0.3527 | 0.5384 | Loss | 0.354 | 0.124 | 0.0043 | 0.0363* | ||
| Fear | 0.025 | 0.024 | 0.3066 | 0.5099 | Fear | 0.002 | 0.109 | 0.9853 | 0.9940 | ||
| Impulsivity | Reward Responsiveness | 0.038 | 0.024 | 0.1180 | 0.3369 | ADHD | Reward Responsiveness | 0.146 | 0.096 | 0.1281 | 0.3369 |
| Frustrative Nonreward | 0.116 | 0.026 | <.0001 | <.0001*** | Frustrative Nonreward | 0.208 | 0.094 | 0.0281 | 0.1335 | ||
| Loss | 0.069 | 0.030 | 0.0209 | 0.1135 | Loss | 0.294 | 0.102 | 0.0041 | 0.0363* | ||
| Fear | 0.014 | 0.023 | 0.5526 | 0.7241 | Fear | −0.005 | 0.090 | 0.9537 | 0.9929 | ||
| Inattention | Reward Responsiveness | 0.032 | 0.029 | 0.2594 | 0.4808 | Conduct Disorder | Reward Responsiveness | 0.194 | 0.126 | 0.1235 | 0.3369 |
| Frustrative Nonreward | 0.093 | 0.031 | 0.0026 | 0.0363* | Frustrative Nonreward | 0.147 | 0.127 | 0.2491 | 0.4808 | ||
| Loss | 0.110 | 0.035 | 0.0018 | 0.0342* | Loss | 0.211 | 0.141 | 0.1330 | 0.3369 | ||
| Fear | 0.000 | 0.027 | 0.9940 | 0.9940 | Fear | 0.023 | 0.120 | 0.8457 | 0.9315 | ||
| Conduct Disorder | Reward Responsiveness | 0.004 | 0.009 | 0.6074 | 0.7568 | Oppositional Defiant | Reward Responsiveness | 0.073 | 0.045 | 0.1096 | 0.3369 |
| Frustrative Nonreward | 0.027 | 0.009 | 0.0034 | 0.0363* | Frustrative Nonreward | 0.067 | 0.047 | 0.1526 | 0.3514 | ||
| Loss | 0.020 | 0.011 | 0.0590 | 0.2242 | Loss | 0.106 | 0.052 | 0.0409 | 0.1648 | ||
| Fear | 0.004 | 0.008 | 0.5862 | 0.7425 | Fear | 0.068 | 0.042 | 0.1041 | 0.3369 | ||
| Opposition | Reward Responsiveness | 0.029 | 0.026 | 0.2574 | 0.4808 | ||||||
| Frustrative Nonreward | 0.080 | 0.028 | 0.0041 | 0.0363* | |||||||
| Loss | 0.033 | 0.032 | 0.3007 | 0.5099 | |||||||
| Fear | 0.001 | 0.024 | 0.9799 | 0.9940 | |||||||
| Overt Aggression | Reward Responsiveness | 0.006 | 0.015 | 0.6988 | 0.8430 | ||||||
| Frustrative Nonreward | 0.061 | 0.017 | 0.0003 | 0.0076** | |||||||
| Loss | 0.011 | 0.019 | 0.5648 | 0.7275 | |||||||
| Fear | −0.001 | 0.015 | 0.9229 | 0.9809 | |||||||
| Relational Aggression | Reward Responsiveness | 0.003 | 0.014 | 0.8121 | 0.9280 | ||||||
| Frustrative Nonreward | 0.041 | 0.015 | 0.0076 | 0.0525 | |||||||
| Loss | 0.011 | 0.017 | 0.5363 | 0.7151 | |||||||
| Fear | −0.004 | 0.013 | 0.7435 | 0.8829 |
Note. HBQ: MacArthur Health and Behavior Questionnaire; average of mother and father report. DISC: Diagnostic Interview Schedule for Children-IV symptom counts; primary caregiver report. FDR: False Discovery Rate.
p < .05,
p <.01,
p < .001.
Significance reported only for FDR p-values.