Table 2.
Simple logistic regression analysis (unadjusted) | Multilevel logistic regression analysis (adjusted) | |||
---|---|---|---|---|
Parameters | Model 1a | Model 2b | ||
OR (SE) | 95% CI | OR (SE) | 95% CI | |
Demographics | ||||
Age of child | 1.02 (0.09) | 0.86–1.21 | 0.96 (0.09) | 0.79–1.16 |
Gender of child | ||||
male vs. female | 1.03 (0.88) | 0.87–1.22 | 1.06 (0.1) | 0.85–1.27 |
Ethnicity of child | ||||
Mix vs. white | 0.94 (0.16) | 0.67–1.32 | 1.02 (2) | 0.7–1.49 |
Asian vs. white | 1.95 (0.33)** | 1.4–2.73 | 1.43 (0.28) | 0.97–2.11 |
Black vs. white | 1 (0.19) | 0.69–1.46 | 0.81 (0.16) | 0.55–1.2 |
Other vs. white | 1.19 (0.14) | 0.94–1.51 | 1.07 (0.15) | 0.81–1.41 |
Relationship to child | ||||
Father vs. mother | 1.1 (0.19) | 0.78–1.55 | 1.05 (0.19) | 0.73–1.5 |
Both parents vs. mother | 0.3 (0.56)** | 0.21–0.44 | 0.75 (0.18) | 0.47–1.2 |
Other vs. mother | 1 (0.292) | 0.57–1.77 | 1.16 (0.35) | 0.64–2.1 |
Psychosocial difficulties | ||||
Separation anxiety | 1.12 (0.11) | 0.91–1.36 | 1.21 (0.14) | 0.97–1.51 |
Social anxiety | 0.99 (0.1) | 0.81–1.21 | 0.97 (0.11) | 0.78–1.21 |
General anxiety | 0.85 (0.08) | 0.7–1.02 | 0.84 (0.09) | 0.69–1.03 |
OCD | 0.94 (0.12) | 0.74–1.2 | 0.1 (0.14) | 0.77–1.3 |
Panic disorder | 1.06 (0.12) | 0.85–1.33 | 0.1 (0.12) | 0.78–1.3 |
Agoraphobia | 0.98 (0.13) | 0.76–1.28 | 1.02 (0.15) | 0.77–1.35 |
Depression | 0.96 (0.09) | 0.79–1.16 | 0.96 (0.1) | 0.78–1.17 |
Self-harm | 0.94 (0.11) | 0.75–1.19 | 0.87 (0.11) | 0.68–1.12 |
ADHD | 0.88 (0.1) | 0.7–1.11 | 0.91 (0.12) | 0.71–1.16 |
Conduct disorders | 0.78 (0.09)** | 0.63–0.98 | 0.75 (0.09)** | 0.59–0.94 |
Difficult to manage | 1.09 (0.12) | 0.88–1.34 | 1.14 (0.14) | 0.9–1.44 |
Family problems | 0.99 (0.11) | 0.8–1.23 | 0.98 (0.12) | 0.78–1.24 |
Attachment problems | 1.07 (0.12) | 0.85–1.34 | 1.16 (0.15) | 0.91–1.5 |
Peer problems | 0.89 (0.09) | 0.73–1.07 | 0.88 (0.09) | 0.72–1.9 |
Other | 0.87 (0.09) | 0.72–1.06 | 0.82 (0.09) | 0.66–1.02 |
Additional problems | ||||
Learning difficulties | 1.45 (0.23)** | 1.06–1.98 | 1.16 (0.19) | 0.84–1.6 |
Autism | 0.91 (0.12) | 0.7–1.18 | 0.9 (0.13) | 0.68–1.19 |
Child in need | 0.74 (0.12) | 0.84–1.03 | 0.71 (0.13) | 0.5–1 |
Experience of abuse | 0.87 (0.12) | 0.67–1.14 | 0.88 (0.13) | 0.66–1.18 |
Parental health issues | 1.04 (0.11) | 0.85–1.27 | 1.12 (0.13) | 0.89–1.4 |
Financial difficulties | 1.12 (0.18) | 0.81–1.52 | 1.01 (0.17) | 0.72–1.42 |
Other | 1.18 (0.13) | 0.95–1.47 | 1.2 (0.14) | 0.95–1.52 |
Impact | ||||
Home | 1.09 (0.1) | 0.9–1.31 | 1.04 (0.11) | 0.85–1.28 |
School/work | 0.9 (0.09) | 0.75–1.09 | 0.84 (0.09) | 0.68–1.03 |
Community | 1.01 (0.12) | 0.8–1.26 | 1.09 (0.14) | 0.85–1.4 |
Service engagement | 1.14 (0.17) | 0.85–1.54 | 1.05 (0.17) | 0.76–1.44 |
Amount of variance | ||||
Pseudo R_sq (%) | 0.06 (6) | |||
ICC (%) | 0.45 (45) | |||
AUC | 0.6511 | 0.7391 | ||
AUC change* | 0.0088 | |||
Goodness of fit | ||||
AIC | 3756.85 | 3433.82 | ||
AIC change* | 322.18 |
AIC, Akaike information criteria; AUC, Area under the receiving curve; ICC, Intraclass correlation coefficient; OR, Odds ratio; CI, Confidence intervals; OCD, Obsessive compulsive disorder; ADHD, Attention deficit hyperactivity disorder.
N = 3,175.
p > 0.05.
change in relation to the previous model.
Model 1: SDM + demographics, MH difficulties, additional problems and impact (unadjusted).
Model 2: SDM + demographics, MH difficulties additional complex problems and impact (adjusted).