Table 6 Top 20 features with largest absolute LR coefficients (Coef) in the predictive models for Black and White patients, respectively
From: Accounting for racial bias and social determinants of health in a model of hypertension control
TOP 20 Predictive Variables for Black patients | TOP 20 Predictive Variables for White patients | |||
|---|---|---|---|---|
Variable | Coef | Variable | Coef | |
1 | Age | 0.69 | Age | 0.56 |
2 | Ever Cigarette User-YES | 0.46 | Ever Cigarette User-YES | 0.41 |
3 | Depression | 0.10 | Depression | 0.11 |
4 | Marital_status:other | -0.07 | Marital_status:other | -0.08 |
5 | Household_income | -0.07 | Language_English | -0.06 |
6 | SDoH_food | 0.06 | Language_Spanish | 0.06 |
7 | SDoH_transportation | 0.06 | Household_income | -0.05 |
8 | Language_English | -0.05 | Marital_status:divorced | 0.05 |
9 | SDoH_housing | 0.03 | Sex_M | 0.04 |
10 | SDoH_caring | -0.03 | Marital_status:married | -0.04 |
11 | SDoH_utilities | 0.03 | SDoH_job | 0.03 |
12 | Distance_to_BMC | -0.03 | Language_the Middle East | 0.03 |
13 | Language_Spanish | -0.03 | SDoH_food | 0.03 |
14 | Marital_status:married | -0.02 | Marital_status:separated | 0.03 |
15 | Passive_Cigarette_Exposure_YES | 0.02 | SDoH_housing | 0.03 |
16 | Sex_F | -0.01 | Language_European | 0.02 |
17 | SDoH_job | 0.01 | Sex_F | -0.02 |
18 | Marital_status:widow | 0.01 | SDoH_transportation | 0.02 |
19 | Marital_status:single | -0.01 | SDoH_utilities | 0.02 |
20 | Sex_M | 0.01 | Marital_status:widow | 0.01 |