Table 3.
Estimated impact of an additional episode of each treatment relative to no treatment based on IPT weighted regression versus traditional unweighted regression models. Model A is unadjusted and only includes the treatment group indicators; Model B adjusts for baseline confounders; Model C adjusts for baseline and time-varying confounders including previous treatment indicators.
Traditional Unweighted Regression Models |
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---|---|---|---|---|
IPTW | Model A | Model B | Model C | |
Substance Frequency Scale at 12 months | ||||
BDS only | −1.1 (−2.0,−0.3) | −0.9 (−1.7,−0.2) | −1.1 (−1.8,−0.4) | −1.1 (−2.2,−0.1) |
Outpatient | −0.9 (−1.8,0.0) | −1.2 (−1.9,−0.5) | −1.3 (−2.0,−0.6) | −1.7 (−3.1,−0.2) |
Residential | −1.6 (−2.5,−0.7) | −1.0 (−1.7,−0.4) | −2.3 (−2.9,−1.6) | −4.0 (−5.7,−2.2) |
Substance Problem Scale at 12 months | ||||
BDS only | −0.5 (−4.0,3.1) | −0.4 (−3.2,2.5) | −1.5 (−4.3,1.3) | −1.7 (−6.4,3.0) |
Outpatient | −0.9 (−4.3,2.5) | −1.4 (−4.4,1.6) | −2.2 (−5.0,0.7) | −3.0 (−8.9,3.0) |
Residential | −1.5 (−4.9,1.9) | 2.6 (−0.3,5.4) | −3.3 (−6.3,−0.4) | −8.2 (−15.8,−0.7) |