Table 4.
Patient-, physician- and system-level factors associated with delivery of BI/RT by treatment arm
PCP Arm | NPP & MA Arm | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Coefficient value | Std. err. | OR | 95% CI | p value | Coefficient value | Std. err. | OR | 95% CI | p value | |
Patient level | ||||||||||
Age | ||||||||||
18–24 vs. ≥60 | 0.2127 | 0.2119 | 1.24 | (0.82, 1.87) | 0.315 | 0.3589 | 0.2019 | 1.43 | (0.96, 2.13) | 0.075 |
25–44 vs. ≥60 | −0.1290 | 0.1755 | 0.88 | (0.62, 1.24) | 0.462 | 0.2557 | 0.1632 | 1.29 | (0.94, 1.78) | 0.117 |
45–59 vs. ≥60 | −0.1571 | 0.1730 | 0.85 | (0.61, 1.20) | 0.364 | 0.5254 | 0.1615 | 1.69 | (1.23, 2.32) | 0.001 |
Gender | ||||||||||
Female vs. Male | −0.5081 | 0.1166 | 0.60 | (0.48, 0.76) | 0.000 | −0.4701 | 0.1067 | 0.62 | (0.51, 0.77) | 0.000 |
Comorbid psychiatric conditions | ||||||||||
Yes vs. no | 0.1489 | 0.1403 | 1.16 | (0.88, 1.53) | 0.289 | 0.2391 | 0.1121 | 1.27 | (1.02, 1.58) | 0.033 |
Chronic diseases | ||||||||||
Yes vs. no | −0.0359 | 0.1165 | 0.96 | (0.77, 1.21) | 0.758 | 0.2444 | 0.0995 | 1.28 | (1.05, 1.58) | 0.014 |
Physician level | ||||||||||
Age | ||||||||||
(per 1 year increase) | −0.0608 | 0.0161 | 0.94 | (0.91, 0.97) | 0.000 | |||||
Gender | ||||||||||
Female vs. male | 0.2221 | 0.1932 | 1.25 | (0.86, 1.82) | 0.250 | |||||
Race/ethnicity | ||||||||||
Non-white vs. white | −0.5904 | 0.1599 | 0.55 | (0.41, 0.76) | 0.000 | |||||
Years of services at the health plan | ||||||||||
(per 1 year increase) | 0.0614 | 0.0152 | 1.06 | (1.03, 1.10) | 0.000 | |||||
Specialty | ||||||||||
Non-internal medicine vs. internal medicine | −0.2045 | 0.1932 | 0.82 | (0.56, 1.19) | 0.290 | |||||
System level | ||||||||||
Colocation of AOD and primary care departments | ||||||||||
Yes vs. no | −0.1525 | 0.5258 | 0.86 | (0.31, 2.41) | 0.772 | 0.6106 | 0.4493 | 1.84 | (0.76, 4.44) | 0.174 |
MA/PCP ratio at the clinic | −3.1177 | 0.3265 | 0.04 | (0.02, 0.08) | 0.000 | −0.4583 | 0.3325 | 0.63 | (0.33, 1.21) | 0.168 |
Ave. visit time | 0.3111 | 0.0546 | 1.36 | (1.23, 1.52) | 0.000 | 0.0106 | 0.0529 | 1.01 | (0.91, 1.12) | 0.841 |
Number of PCPs trained at the clinic | −0.1695 | 0.0360 | 0.84 | (0.79, 0.91) | 0.000 |
A three-level multivariate logistic model adjusting for clustering effects within physician and clinic was run for each of the two intervention arms
BI/RT brief intervention or referral to treatment, PCP primary care physicians, NPP non-physician providers, MA medical assistants, AOD alcohol and other drug