Table 1 Summary of Cluster solutions, and number of males, females and gender diverse participants in each cluster for each cluster solution in addition to BIC and AIC values
| Â | Method | ||
|---|---|---|---|
Hierarchical | k-means | Random forest | |
Overcontrol (OC) | Â | Â | Â |
Men | 76 (21.8%) | 37 (19.3%) | 72 (21.7%) |
Women | 266 (76.4%) | 151 (78.6%) | 253 (76.2%) |
Gender diverse | 6 (1.7%) | 4 (2.1%) | 7 (2.1%) |
Total | 348 | 192 | 332 |
Undercontrol (UC) | Â | Â | Â |
Men | 49 (50.0%) | 59 (35.1%) | 52 (34.9%) |
Women | 47 (48.0%) | 105 (62.5%) | 95 (63.8%) |
Gender diverse | 2 (2.0%) | 4 (2.4%) | 2 (1.3%) |
Total | 98 | 168 | 149 |
Resilient | Â | Â | Â |
Male | 42 (33.3%) | 71 (33.5%) | 43 (47.3%) |
Female | 82 (65.1%) | 139 (65.6%) | 47 (51.6%) |
Gender diverse | 2 (1.6%) | 2 (0.9%) | 1 (1.1%) |
Total | 126 | 212 | 91 |
BIC | 13,410.56 | 13,111.33 | 13,757.06 |
AIC | 13,058.28 | 12,746.00 | 14,122.38 |