TABLE 3.
Regression Models Demonstrating Mediation
Estimate | SE | Wald χ2 | P | |
---|---|---|---|---|
Step 1: demonstrate that the independent variable (race) is associated with the outcome (group membership) | ||||
Cirrhosis | 0.78 | 0.34 | 5.27 | 0.02 |
Race (white vs. nonwhite) | 0.83 | 0.31 | 7.31 | 0.007 |
| ||||
Estimate | SE | t value | P | |
| ||||
Step 2: demonstrate that the independent variable (race) is associated with the mediator (gist principles) | ||||
Cirrhosis | 0.84 | 0.47 | 1.90 | 0.07 |
Gist principles | 1.79 | 0.45 | 3.99 | < 0.0001 |
| ||||
Estimate | SE | Wald χ2 | P | |
| ||||
Step 3: demonstrate that the mediator affects the relationship between the independent variable (race) and the outcome (group membership) | ||||
Cirrhosis | 0.65 | 0.36 | 3.33 | 0.07 |
Race | 0.51 | 0.33 | 2.38 | 0.12 |
Gist principles | 0.23 | 0.06 | 14.43 | 0.0001 |