Table 1: Results of the multilevel logistic models for current regular drinking status in the United States (N = 26,946)

 

 

Null model

Model 1

(Base Model)

Model with individual factors

Model 2

(Interim Model)

Model with individual and state factors

Model 3

(Final Model)

Estimate (SE)

Estimate (SE)

OR

95 % CI

Estimate (SE)

OR

95% CI

Fixed effects

   Constant

0.083 (0.056)

-0.787 (0.071)

 

 

-0.062 (0.141)

 

 

Individual predictors

  Age (centered around 46)

 

-0.024 (0.002)

0.976

0.972 - 0.980

-0.023 (0.002)

0.977

0.973 - 0.981

  Gender (Female: Ref)

     Male

 

 

0.830 (0.033)

 

2.293

 

2.150 - 2.447

 

0.819 (0.034)

 

2.268

 

2.122 - 2.425

  Race (White: Ref)

     Black

     American Indian

     Asian

     Hispanic

 

 

-0.551 (0.074)

-0.324 (0.127)

-1.187 (0.101)

-0.415 (0.057)

 

0.576

0.723

0.305

0.660

 

0.499 - 0.666

0.564 - 0.928

0.250 - 0.372

0.591 - 0.738

 

-0.545 (0.073)

-0.319 (0.128)

-1.170 (0.099)

-0.409 (0.058)

 

0.580

0.727

0.310

0.664

 

0.503 - 0.669

0.566 - 0.934

0.256 - 0.377

0.593 - 0.744

 Education (Less than high school: Ref)

     High school or more

 

 

0.688 (0.041)

 

1.990

 

1.837 - 2.156

 

0.679 (0.043)

 

1.972

 

1.813 - 2.145

Family income (Less than $35,000: Ref)

    More than $35,000

 

 

-0.008 (0.034)

 

0.992

 

0.928 - 1.060

 

-0.008 (0.034)

 

0.992

 

0.928 - 1.060

State predictors

 % under poverty (centered around 12)

 

 

 

 

-0.068 (0.011)

0.934

0.914 - 0.955

 % with no insurance (centered around 15)

 

 

 

 

0.005 (0.010)

1.005

0.986 - 1.025

State-level per capita alcohol consumption

(centered around 2.22 gallons)

 

 

 

 

 

0.387 (0.079)

 

1.473

 

1.261 - 1.719

Bans on Sunday alcohol sale (No: Ref)

   Yes

 

 

 

 

 

-0.186 (0.087)

 

0.830

 

0.700 - 0.985

Denial of insurance liability (Permitted: Ref)

  Prohibited

 

 

 

 

 

0.106 (0.082)

 

1.112

 

0.986 - 1.025

Random effects

     State-level variance (SE)

     Wald test: chi-square with 1 df (Prob)

0.158 (0.029)

30.50 (0.000)

0.161 (0.030)

29.03 (0.000)

0.059 (0.011)

30.47 (0.000)

     Median Odds Ratio (MOR)

1.461

1.466

1.261

     Intra-state correlation [ISC]

0.046

0.047

0.018

 

SE = Standard error, OR = Odds ratio, CI = Confidence intervals, df = Degrees of freedom