Table 2.
Effect | Undiagnosed diabetes and total prediabetes† | Diagnosed prediabetesŧ | Diagnosed diabetesŧ |
---|---|---|---|
Male |
1.44* |
0.80* |
1.16* |
Age 18–34 (comparison) |
|
|
|
Age 35-44 |
1.93* |
2.01* |
2.09* |
Age 45-54 |
3.70* |
2.04* |
4.12* |
Age 55-64 |
5.52* |
2.50* |
5.46* |
Age 65-74 |
7.03* |
2.43* |
7.10* |
Age 75+ |
8.89* |
1.90* |
5.79* |
Non-Hispanic white (comparison) |
|
|
|
Non-Hispanic black |
1.61* |
1.07 |
1.92* |
Non-Hispanic other |
1.97* |
1.63* |
2.23 |
Hispanic |
1.61* |
1.08 |
2.22* |
Has been diagnosed with |
|
|
|
Asthma |
1.05 |
1.51* |
1.10* |
Arthritis |
1.02 |
1.45* |
1.22* |
History of heart attack |
1.00 |
1.47 |
1.11 |
History of stroke |
1.06 |
1.07 |
1.82* |
History of cancer/malignancy |
1.03 |
1.19 |
1.07 |
High blood pressure |
1.36* |
1.81* |
2.15* |
High cholesterol |
1.18* |
1.56* |
1.90* |
Cardiovascular disease |
1.18* |
1.14 |
1.87* |
Current smoker |
1.17* |
0.72* |
0.95 |
Overweight vs. normal weight |
1.60* |
1.30* |
1.22* |
Obese vs normal weight |
2.96* |
1.92* |
2.79* |
Annual family income (thousands of US$) |
0.998* |
0.998 |
0.994* |
Has medical insurance |
0.81* |
1.16 |
1.22 |
Insured through Medicaid |
1.17 |
1.11 |
1.24* |
Survey Years 2003–4 (comparison) |
|
|
|
Years 2005-6 |
1.42* |
2.86* |
0.99 |
Years 2007-8 |
2.43* |
3.39* |
1.09 |
Years 2009-10 |
2.20* |
3.79* |
1.04 |
Sample size |
509/7,027/11,520 UDM/PDM/normal |
676/18,380 PDM/non-diabetic |
2,296/19,056 DDM/non-DDM |
Model goodness-of-fit statistics |
|
|
|
Percent concordant |
76.2 |
76.1 |
83.0 |
Percent discordant |
23.5 |
22.5 |
16.6 |
Percent tied |
0.4 |
1.4 |
0.4 |
Number of pairs matched |
90,391,463 |
12,424,880 |
43,752,576 |
Somers’ D |
0.529 |
0.535 |
0.664 |
c-statistic | 0.764 | 0.768 | 0.832 |
Source: Analysis of 2003–2010 National Health and Nutrition Examination Survey. Notes: Body weight status is defined by body mass index (BMI): normal (BMI < 25), overweight (25 ≤ BMI < 30), and obese (30 ≤ BMI). † Polytomous logistic regression. ŧ Usual logistic regression. * Odds ratio statistically different from 1.0 at the 0.05 level. DDM = diagnosed diabetes, UDM = undiagnosed diabetes, PDM = prediabetes.