Table 4.
Results of a stepwise regression analysis with Rx-Misuse as the dependent variable
Beta | P | Tolerance | F(df) | P | Adjusted R2 | F(df) Change | P of F Change | |
---|---|---|---|---|---|---|---|---|
Model 1 | F(4,645) = 6.01 | <0.001 | 0.04 | F(4,645) = 6.01 | <0.001 | |||
Sex | 0.18 | <0.001 | 0.99 | |||||
Age | –0.01 | 0.78 | 0.98 | |||||
Ethnicity | –0.03 | 0.49 | 0.86 | |||||
Race | –0.06 | 0.19 | 0.85 | |||||
Model 2 | F(5,644) = 25.85 | <0.001 | 0.16 | F(1,644) = 101.45 | <0.001 | |||
Sex | 0.19 | <0.001 | 0.99 | |||||
Age | 0.02 | 0.53 | 0.98 | |||||
Ethnicity | –0.03 | 0.40 | 0.86 | |||||
Race | –0.03 | 0.41 | 0.85 | |||||
PROMIS Anxiety | 0.37 | <0.001 | 0.99 | |||||
Model 3 | F(6,643) = 23.86 | <0.001 | 0.17 | F(1,643) = 11.75 | <0.001 | |||
Sex | 0.18 | <0.001 | 0.99 | |||||
Age | 0.04 | 0.29 | 0.96 | |||||
Ethnicity | –0.03 | 0.45 | 0.86 | |||||
Race | –0.04 | 0.37 | 0.85 | |||||
PROMIS Anxiety | 0.24 | <0.001 | 0.48 | |||||
PROMIS Anger | 0.18 | <0.001 | 0.48 | |||||
Model 4 | F(7,642) = 21.54 | <0.001 | 0.18 | F(1,642) = 6.41 | 0.01 | |||
Sex | 0.18 | <0.001 | 0.99 | |||||
Age | 0.04 | 0.29 | 0.96 | |||||
Ethnicity | –0.03 | 0.45 | 0.86 | |||||
Race | –0.03 | 0.37 | 0.85 | |||||
PROMIS Anxiety | 0.23 | <0.001 | 0.48 | |||||
PROMIS Anger | 0.17 | <0.001 | 0.47 | |||||
Pain Intensity–Worst | 0.09 | 0.01 | 0.96 | |||||
Final Model | F(8,641) = 19.47 | <0.001 | 0.19 | F(1,641) = 4.23 | 0.04 | |||
Sex | 0.18 | <0.001 | 0.99 | |||||
Age | 0.04 | 0.29 | 0.95 | |||||
Ethnicity | –0.03 | 0.45 | 0.86 | |||||
Race | –0.03 | 0.37 | 0.85 | |||||
PROMIS Anxiety | 0.15 | 0.01 | 0.32 | |||||
PROMIS Anger | 0.13 | 0.02 | 0.42 | |||||
Pain Intensity–Worst | 0.09 | 0.02 | 0.95 | |||||
PROMIS Depression | 0.13 | 0.04 | 0.33 |
The first step included all demographic measures as independent variables, and all PROMIS and Pain Intensity measures were subsequently added in a stepwise process. The final model included all significant predictors above and beyond the demographic measures. No other measures resulted in a significant contribution.
PROMIS = Patient-Reported Outcomes Measurement Information System.