Skip to main content
. Author manuscript; available in PMC: 2024 Mar 25.
Published in final edited form as: Am J Manag Care. 2024 Jan;30(1):31–37. doi: 10.37765/ajmc.2024.89484

TABLE 3.

Multivariable Logistic Regression of Predictive Model Types

Characteristic Clinical models Administrative models
OR P OR P
Experienced discrimination
 No Ref Ref
 Yes 0.85 .27 0.48 .001**
Transparent privacy policy
 No Ref Ref
 Yes 2.35 < .001*** 1.68 < .001***
Sex
 Male Ref Ref
 Female 0.74 .01* 0.77 .07
Age in years
 18-29 Ref Ref
 30-44 0.75 .25 0.92 .8
 45-59 0.51 .01* 0.58 .09
 ≥ 60 0.67 .12 0.73 .32
Race/ethnicity
 White Ref Ref
 Black 0.88 .47 0.76 .25
 Hispanic 1.16 .36 1.27 .22
 Asian 1.01 .98 2.05 .07
 Other 0.68 .23 1.27 .51
Education
 Less than high school Ref Ref
 High school 1.55 .29 1.48 .41
 Some college 1.78 .15 1.15 .76
 Bachelor’s degree or more 2.26 .05 1.43 .45
Annual household income
 < $50,000 Ref Ref
 ≥ $50,000 1.15 .26 0.93 .65
Health insurance coverage
 No Ref Ref
 Yes 1.54 .1 0.96 .88
Self-reported health
 Poor to fair Ref Ref
 Good 0.90 .48 0.87 .46
 Very good to excellent 0.84 .29 1.01 .94
Last health care visit
 Longer than 1 year Ref Ref
 Within past year 0.95 .76 1.38 .14
Cancer diagnosis
 No Ref Ref
 Yes 1.25 .2 1.42 .09
Family history of cancer
 No Ref Ref
 Yes 1.09 .45 1.01 .96

Ref, reference.

*

P < .05;

**

P < .01;

***

P < .001.