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. 2021 Jul 15;12:676721. doi: 10.3389/fpsyt.2021.676721

Table 2.

Regression coefficients, variation and fit indices across fitted models.

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.

a

Model 1: SDM + demographics, MH difficulties, additional problems and impact (unadjusted).

b

Model 2: SDM + demographics, MH difficulties additional complex problems and impact (adjusted).