Table 4.
Examining Types of Misuse Using Regression Models with Propensity-Score Matching: Pre-Implementation Compared to Post-Implementation (n=87)
| Models with or without PS | p-value | 95% Confidence Interval | |||
|---|---|---|---|---|---|
| Coef. | Stand. Error | Lower Bound | Upper Bound | ||
| Drug/Age Misuse | |||||
| (post vs. pre) | −0.003 | 0.071 | 0.969 | −0.142 | 0.136 |
| (PS, post vs. pre) | −0.049 | 0.047 | 0.404 | −0.142 | 0.043 |
| Drug/Drug Misuse | |||||
| (post vs. pre) | −0.597 | 0.438 | 0.369 | −1.455 | 0.260 |
| (PS, post vs. pre) | −0.457 | 0.372 | 0.401 | −1.186 | 0.273 |
| Drug/Drug Misuse_(avoid combination) | |||||
| (post vs. pre) | −0.556 | 0.043 | 0.369 | −0.141 | 0.030 |
| (PS, post vs. pre) | −0.049 | 0.043 | 0.401 | −0.134 | 0.036 |
| Drug/Drug Misuse (consider therapy modification) | |||||
| (post vs. pre) | 0.022 | 0.212 | 0.969 | −0.392 | 0.437 |
| (PS, post vs. pre) | 0.049 | 0.151 | 0.817 | −0.246 | 0.345 |
| Drug/Drug Misuse_(monitor therapy) | |||||
| (post vs. pre) | −0.564 | 0.291 | 0.286 | −1.133 | 0.006 |
| (PS, post vs. pre) | −0.457 | 0.267 | 0.191 | −0.980 | 0.066 |
| Drug/Disease Misuse | |||||
| (post vs. pre) | −0.333 | 0.202 | 0.359 | −0.729 | 0.620 |
| (PS, post vs. pre) | −0.407 | 0.195 | 0.102 | −0.790 | −0.248 |
| Drug/Label Misuse (Exceeds Daily-Dosage) | |||||
| (post vs. pre) | −0.100 | 0.080 | 0.369 | −0.253 | 0.053 |
| (PS, post vs. pre) | −0.160 | 0.066 | 0.015 | −0.291 | −0.030 |
| Drug/Label Misuse (Exceeds Single-Dosage) | |||||
| (post vs. pre) | −0.361 | 0.057 | 0.011 | −0.472 | −0.250 |
| (PS, post vs. pre) | −0.358 | 0.062 | 0.011 | −0.479 | −0.273 |
| Drug/Label Misuse (Exceeds Timing/Frequency) | |||||
| (post vs. pre) | 0.072 | 0.123 | 0.877 | −0.170 | 0.314 |
| (PS, post vs. pre) | 0.284 | 0.132 | 0.102 | 0.026 | 0.542 |
| Drug/Label Misuse (Exceeds Use Duration) | |||||
| (post vs. pre) | 0.011 | 0.070 | 0.969 | −0.126 | 0.148 |
| (PS, post vs. pre) | 0 | 0.061 | 0.999 | −0.120 | 0.120 |
| Drug/Label Misuse (Inappropriate Indication) | |||||
| (post vs. pre) | 0.025 | 0.069 | 0.969 | −0.109 | 0.159 |
| (PS, post vs. pre) | −0.012 | 0.025 | 0.759 | −0.061 | 0.037 |
Note: PS = Propensity Score Matching; both the raw and the propensity-adjusted p-values were adjusted for multiple comparisons using the pFDR