Table 6 Comparison of weighting methods and NHIS diagnosed diabetes prevalence estimates by respondent demographic characteristics
From: National weighting of data from the Behavioral Risk Factor Surveillance System (BRFSS)
|  | Male | Female | Age 18–44 | Age 45–64 | Age 65–74 | Age 75+ | White | Black | Hisp. | Less Than HS | HS only | Some college |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Aggregated Weights | 10.42% | 10.04% | 2.88% | 13.69% | 22.73% | 21.62% | 9.58% | 14.13% | 10.63% | 15.82% | 11.25% | 8.23% |
SE: 0.13 | SE: 0.12 | SE: 0.08 | SE: 0.18 | SE: 0.32 | SE: 0.37 | SE: 0.09 | SE: 0.32 | SE: 0.32 | SE:0.35 | SE: 0.16 | SE: 0.10 | |
MSE: 0.005 | MSE: 0.011 | MSE: 0.001 | MSE: 0.019 | MSE: 0.029 | MSE: 0.007 | MSE: 0.003 | MSE: 0.061 | MSE: 0.004 | MSE:0.031 | MSE: 0.003 | MSE: 0.003 | |
Method 1 | 10.39% | 10.07% | 2.99% | 13.75% | 22.98% | 21.61% | 9.58% | 13.54% | 10.81% | 15.80% | 11.26% | 8.23% |
SE: 0.12 | SE: 0.10 | SE: 0.08 | SE: 0.16 | SE: 0.27 | SE: 0.31 | SE: 0.08 | SE: 0.35 | SE: 0.30 | SE: 0.32 | SE: 0.14 | SE: 0.08 | |
MSE: 0.004 | MSE: 0.012 | MSE: 0.001 | MSE: 0.021 | MSE: 0.038 | MSE: 0.006 | MSE: 0.003 | MSE: 0.035 | MSE: 0.006 | MSE: 0.030 | MSE: 0.003 | MSE: 0.003 | |
Method 2 | 10.38% | 10.02% | 2.88% | 13.78% | 22.84% | 21.50% | 9.55% | 13.46% | 10.88% | 15.90% | 11.20% | 8.18% |
SE: 0.12 | SE: 0.10 | SE: 0.08 | SE: 0.16 | SE: 0.27 | SE: 0.33 | SE: 0.09 | SE: 0.28 | SE: 0.31 | SE: 0.33 | SE: 0.14 | SE: 0.09 | |
MSE: 0.004 | MSE: 0.011 | MSE: 0.001 | MSE: 0.022 | MSE: 0.033 | MSE: 0.005 | MSE: 0.002 | MSE: 0.032 | MSE: 0.007 | MSE: 0.033 | MSE: 0.003 | MSE: 0.003 | |
Method 3 | 10.39% | 10.00% | 2.89% | 13.81% | 22.80% | 21.37% | 9.57% | 13.40% | 10.95% | 15.89% | 11.17% | 8.19% |
SE: 0.12 | SE: 0.11 | SE: 0.08 | SE: 0.17 | SE: 0.29 | SE: 0.33 | SE: 0.09 | SE: 0.29 | SE: 0.32 | SE: 0.34 | SE: 0.14 | SE: 0.09 | |
MSE: 0.004 | MSE: 0.011 | MSE: 0.001 | MSE: 0.023 | MSE: 0.032 | MSE: 0.003 | MSE: 0.003 | MSE: 0.030 | MSE: 0.009 | MSE: 0.033 | MSE: 0.002 | MSE: 0.003 | |
Method 4 | 10.37% | 10.09% | 2.92% | 13.73% | 23.01% | 21.67% | 9.53% | 14.40% | 10.44% | 15.72% | 11.30% | 8.24% |
SE: 0.12 | SE: 0.10 | SE: 0.08 | SE: 0.15 | SE: 0.26 | SE: 0.32 | SE: 0.08 | SE: 0.28 | SE: 0.29 | SE: 0.32 | SE: 0.14 | SE: 0.08 | |
MSE: 0.004 | MSE: 0.012 | MSE: 0.001 | MSE: 0.021 | MSE: 0.039 | MSE: 0.007 | MSE: 0.002 | MSE: 0.074 | MSE: 0.002 | MSE: 0.027 | MSE: 0.004 | MSE: 0.003 | |
Method 5 | 10.36% | 10.05% | 2.89% | 13.76% | 22.87% | 21.57% | 9.52% | 14.33% | 10.60% | 15.85% | 11.24% | 8.19% |
SE: 0.12 | SE: 0.10 | SE: 0.08 | SE: 0.16 | SE: 0.27 | SE: 0.33 | SE: 0.08 | SE: 0.29 | SE: 0.30 | SE: 0.33 | SE: 0.14 | SE: 0.09 | |
MSE: 0.004 | MSE: 0.011 | MSE: 0.001 | MSE: 0.022 | MSE: 0.034 | MSE: 0.006 | MSE: 0.002 | MSE: 0.070 | MSE: 0.004 | MSE: 0.031 | MSE: 0.003 | MSE: 0.003 | |
Method 6 | 10.38% | 10.03% | 2.90% | 13.80% | 22.82% | 21.41% | 9.57% | 14.02% | 10.97% | 15.91% | 11.20% | 8.19% |
SE: 0.12 | SE: 0.11 | SE: 0.08 | SE: 0.17 | SE: 0.28 | SE: 0.34 | SE: 0.09 | SE: 0.30 | SE: 0.31 | SE: 0.34 | SE: 0.14 | SE: 0.09 | |
MSE: 0.004 | MSE: 0.011 | MSE: 0.001 | MSE: 0.023 | MSE: 0.033 | MSE: 0.004 | MSE: 0.003 | MSE: 0.055 | MSE: 0.009 | MSE: 0.034 | MSE: 0.003 | MSE: 0.003 | |
NHIS Estimate | 9.9% | 9.1% | 2.7% | 12.5% | 21.6% | 21.6% | 9.2% | 11.9% | 9.7% | 16.4% | 12.6% | 10.7% |
SE: .30 | SE: .26 | SE: .16 | SE: .41 | SE: .82 | SE: .93 | SE: .23 | SE: .56 | SE: .47 | SE: .67 | SE:.50 | SE: .43 |