Table 1 Mean absolute error (percentage points) for various model fits vs. 2016 BRFSS 500 Cities estimates
M0 | M1 | M2 | \({\boldsymbol{M}}_{\mathbf{1}}^{\mathbf{C}}\) | \({\boldsymbol{M}}_{\mathbf{2}}^{\mathbf{C}}\) | ||
|---|---|---|---|---|---|---|
Asthma | Atrius | 1.97 | 2.05 | 0.82 | – | – |
CHA | 2.70 | 4.82 | 2.29 | – | – | |
MLCHC | 3.30 | 2.51 | 1.91 | – | – | |
MDPHnet | 2.24 | 1.83 | 1.02 | 1.35 | 0.61 | |
Diabetes | Atrius | 2.45 | 3.46 | 1.38 | – | – |
CHA | 2.86 | 4.81 | 2.88 | – | – | |
MLCHC | 4.35 | 2.33 | 5.31 | – | – | |
MDPHnet | 3.13 | 1.84 | 3.48 | 1.30 | 3.68 | |
Hypertension | Atrius | 4.82 | 2.18 | 2.46 | – | – |
CHA | 5.62 | 7.94 | 4.02 | – | – | |
MLCHC | 3.53 | 3.25 | 2.22 | – | – | |
MDPHnet | 2.60 | 2.33 | 1.48 | 1.33 | 2.23 | |
Obesity | Atrius | 5.29 | 5.13 | 2.99 | – | – |
CHA | 8.68 | 15.2 | 9.06 | – | – | |
MLCHC | 6.55 | 9.64 | 6.95 | – | – | |
MDPHnet | 4.92 | 6.92 | 4.07 | 6.92 | 4.07 | |
Smoking | Atrius | 9.15 | 12.47 | 8.94 | – | – |
CHA | 3.08 | 5.80 | 3.54 | – | – | |
MLCHC | 8.92 | 6.60 | 8.53 | – | – | |
MDPHnet | 5.33 | 2.84 | 2.99 | 2.84 | 2.99 |