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Table 3 Model fit and performance metrics for full and restricted domain-based models

From: Exploring presentation differences in multi-cultural youth seeking assistance for mental health problems

 

Likelihood ratio test

Index (original)

Index (bias-corrected)

Demographic

χ2(5) = 9.06, p = 0.11

  

Nagelkerke R2

 

0.02

 < 0.01

Brier score

 

0.14

0.14

Financial security

χ2(2) = 0.52, p = 0.77

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Mental disorder

χ2(12) = 31.05, p = 0.002

  

Nagelkerke R2

 

0.06

0.02

Brier score

 

0.13

0.14

Substance use

χ2(2) = 0.80, p = 0.67

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Functional impairment

χ2(1) = 0.01, p = 0.92

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Forensic history

χ2(4) = 3.64, p = 0.46

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Child maltreatment

χ2(7) = 24.72, p < 0.001

  

Nagelkerke R2

 

0.05

0.03

Brier score

 

0.14

0.14

Social support

χ2(2) = 1.18, p = 0.55

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Stigma

χ2(1) = 0.01, p = 0.92

  

Nagelkerke R2

 

 < 0.01

 < 0.01

Brier score

 

0.14

0.14

Full model

χ2(36) = 69.30, p = 0.001

  

Nagelkerke R2

 

0.14

0.02

Brier score

 

0.13

0.14

Bias-corrected indexes have been bootstrapped (5000 replicates)