TABLE 3. Predicted probability of categorical indicators between groups of Disordered gamblers in NESARC, wave 1 (PG, n=195; 3 to 4 criteria only, n=386; Total, n=581).
| Probability | Class 1 n=295, 50.76% | Class 2 n=117, 20.06% | Class 3 n=169, 29.18% | Marginal probability under fitted model |
|---|---|---|---|---|
| Parental History: | ||||
| Parent or family member death | 0.407 | 0.559 | 0.507 | 0.467 |
| Parents divorced | 0.124 | 0.204 | 0.303 | 0.192 |
| Parents with drinking or drug problem | 0.219 | 0.468 | 0.549 | 0.365 |
| Parents with a history of ASPD | 0.048 | 0.258 | 0.359 | 0.181 |
| Lifetime Psychopathology: | ||||
| ADHD | 0.046 | 0.090 | 0.094 | 0.069 |
| ASPD | 0.000 | 0.233 | 0.489 | 0.189 |
| Any personality disorder | 0.168 | 0.606 | 0.877 | 0.463 |
| Past Year Psychopathology: | ||||
| Alcohol abuse or dependence, Drug abuse or dependence, or Drank to increase mood | 0.226 | 0.279 | 0.432 | 0.297 |
| MDD or Dysthymia | 0.003 | 0.179 | 0.149 | 0.081 |
| Panic Disorder or GAD | 0.026 | 0.224 | 0.159 | 0.105 |
| Onset of first episode of depression | 0.039 | 0.224 | 0.037 | 0.076 |
| Past Year Significant Life Events: | ||||
| Separation or divorce | 0.057 | 0.144 | 0.150 | 0.102 |
| Trouble with police | 0.078 | 0.174 | 0.166 | 0.123 |
| Prior to Past Year Psychopathology: | ||||
| Alcohol abuse or dependence, Drug abuse or dependence, or Drank to increase mood | 0.554 | 0.736 | 0.778 | 0.656 |
| MDD or Dysthymia | 0.093 | 0.257 | 0.275 | 0.179 |
| Panic Disorder or GAD | 0.084 | 0.278 | 0.283 | 0.181 |
| Prior to Past Year Significant Life Events: | ||||
| Physical fights due to drinking | 0.185 | 0.326 | 0.399 | 0.276 |
| Gender* | ||||
| Male | 0.767 | 0.497 | 0.705 | |
| Female | 0.233 | 0.503 | 0.296 | |
| Ethnicity* | ||||
| White | 0.637 | 0.584 | 0.632 | |
| Black | 0.132 | 0.264 | 0.191 | |
| Native American | 0.027 | 0.060 | 0.044 | |
| Asian | 0.100 | 0.017 | 0.057 | |
| Hispanics | 0.103 | 0.074 | 0.076 |
Based on observed data not estimated from the model.