Table 2.
Propensity score matching—the use of opioids from multiple providers.
Characteristics |
After matching | Before matching | ||||
---|---|---|---|---|---|---|
CMR recipients N = 12 792 |
Non-CMR recipients N = 38 376 |
Non-CMR recipients N = 149 693 |
||||
Number | % | Number | % | Number | % | |
Predisposing factors | ||||||
Age, mean (SD)a | 74.49 (6.61) | 74.43 (6.99) | 75.77 (7.58) | |||
Malea | 3473 | 27.15 | 10 309 | 26.86 | 38 433 | 25.67 |
Race/ethnicitya | ||||||
Non-Hispanic White | 10 260 | 80.21 | 30 808 | 80.28 | 119 111 | 79.57 |
Black | 1423 | 11.12 | 4354 | 11.35 | 15 965 | 10.67 |
Hispanic | 715 | 5.59 | 2122 | 5.53 | 8735 | 5.84 |
Asian/Pacific Islander | 171 | 1.34 | 469 | 1.22 | 3006 | 2.01 |
Others | 223 | 1.74 | 623 | 1.62 | 2876 | 1.92 |
Proportion of married couples, mean (SD)b |
0.73 (0.06) | 0.73 (0.07) | 0.73 (0.07) | |||
Proportion of education >= high school, mean (SD)a,b | 0.86 (0.06) | 0.86 (0.06) | 0.87 (0.06) | |||
Income per capita (in $1000), mean (SD)a,b |
44.30 (12.93) | 44.38 (12.63) | 46.32 (14.52) | |||
Proportion of the uninsured, mean (SD)a,b |
0.10 (0.05) | 0.10 (0.04) | 0.10 (0.05) | |||
Enabling factors | ||||||
Metropolitan statistical areaa,b | 8803 | 68.82 | 26 523 | 69.11 | 110 571 | 73.87 |
Health professional shortage areab | 11 565 | 90.41 | 34 652 | 90.30 | 136 002 | 90.85 |
Census regionb | ||||||
Northeast | 1877 | 14.67 | 5652 | 14.73 | 22 215 | 14.84 |
Midwest | 3092 | 24.17 | 9380 | 24.44 | 33 565 | 22.42 |
South | 5605 | 43.82 | 16 773 | 43.71 | 67 081 | 44.81 |
West | 2218 | 17.34 | 6571 | 17.12 | 26 832 | 17.92 |
Need factor | ||||||
Risk adjustment summary score, mean (SD)a | 2.29 (1.53) | 2.27 (1.62) | 2.17 (1.51) |
Abbreviations: CMR = comprehensive medication review; SD = standard deviation.
aIndicates that characteristics were different between CMR recipients and non-CMR recipients before matching (P < .05).
bCommunity-level factors.
Note that the CMR recipients (intervention group) were 100% matched, and all characteristics were statistically indifferent after the matching.