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Table 2 Nested regression models predicting Kessler 6 score from cancer status, CHIS 2005 (N = 42,879)

From: Differential mental health impact of cancer across racial/ethnic groups: findings from a population-based study in California

  

Model 1

Model 2

Model 3

Model 4

Independent Variablea

Level

 b

Robust SE

 p

 b

Robust SE

 p

 b

Robust SE

 p

 b

Robust SE

 p

Cancer

Yes

0.395

0.113

**

0.792

0.117

***

0.744

0.115

***

0.382

0.106

**

Gender

Female

   

0.507

0.056

***

0.427

0.055

***

0.425

0.055

***

Age

30-44

   

−0.337

0.084

***

−0.239

0.083

**

−0.243

0.083

**

 

45-59

   

−0.265

0.085

**

−0.132

0.086

 

−0.140

0.086

 
 

60 and over

   

−1.202

0.102

***

−1.332

0.104

***

−1.325

0.103

***

Years of education

    

−0.123

0.011

***

−0.077

0.011

***

−0.076

0.010

***

Currently insured

Yes

   

−0.357

0.093

***

−0.162

0.095

 

−0.175

0.096

 

Race

Black

   

0.565

0.152

***

0.351

0.148

*

0.251

0.151

 
 

Latino

   

−0.267

0.081

**

−0.436

0.083

***

−0.509

0.086

***

 

Asian

   

0.083

0.088

 

−0.028

0.091

 

−0.061

0.093

 
 

Multiracial

   

0.734

0.172

***

0.649

0.172

***

0.632

0.176

**

 

Other

   

0.913

0.299

**

0.805

0.294

**

0.636

0.294

*

Household incomeb

       

−0.009

0.000

***

−0.009

0.000

***

Race*Cancer

Black*Cancer

         

1.484

0.590

*

 

Latino*Cancer

         

1.460

0.365

***

 

Asian*Cancer

         

0.263

0.402

 
 

Multiracial*Cancer

         

0.031

0.525

 
 

Other *Cancer

         

2.435

1.989

 

Constant

 

3.357

0.027

***

4.909

0.194

***

4.916

0.192

***

4.959

0.192

***

Model Statistics

F

 

12.260

 

***

36.720

 

***

62.730

 

***

44.660

 

***

df

 

1,79

  

12, 68

  

13, 67

  

18, 62

  

R2

 

0.001

  

0.032

  

0.047

  

0.048

  

Model Comparisonc

F

    

37.190

 

***

338.220

 

***

2.540

 

*

df

    

10, 70

  

1, 79

  

4, 76

  
  1. Note: b = beta coefficient; SE = standard error; AA = African American; * ≤ .05. ** ≤ .01.*** ≤ .001.
  2. aReference categories: cancer = no; age = 18-29; currently insured = no; race = non-Hispanic White; Cancer*Race = no cancer*non-Hispanic White.
  3. bIn thousands of dollars.
  4. cModel 2 compared to Model 1; Model 3 compared to Model 2; Model 4 compared to Model 3.