Multilevel model results predicting MOUD use from individual and state-level variables
| MOUD use | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||||
| (N = 8,787 from 45 states) | (N = 7,539 from 39 states) | (N = 7,539 from 39 states) | |||||||
| Coefficient | SE | p | Coefficient | SE | p | Coefficient | SE | p | |
| −0.831 | 0.297 | 0.005 | |||||||
| Predictors | |||||||||
| State level | |||||||||
| Punitive policy | −0.186 | 0.450 | 0.679 | −0.397 | 0.249 | 0.111 | |||
| Priority access policy | −0.188 | 0.461 | 0.684 | −0.240 | 0.265 | 0.365 | |||
| Political affiliation** | |||||||||
| Republican leaning | −0.092 | 0.805 | 0.909 | 0.296 | 0.475 | 0.534 | |||
| Competitive | 1.320 | 0.674 | 0.050 | 1.114 | 0.408 | 0.006 | |||
| Democrat leaning | 2.237 | 0.755 | 0.003 | 2.170 | 0.456 | 0.000 | |||
| Solid democrat | 2.261 | 0.631 | 0.000 | 1.861 | 0.399 | 0.000 | |||
| Individual level | |||||||||
| Criminal justice referral | −1.410 | 0.081 | 0.000 | −1.411 | 0.081 | 0.000 | |||
| Co-occurring mental health | −0.240 | 0.062 | 0.000 | −0.231 | 0.062 | 0.000 | |||
| Race | |||||||||
| Black | 0.065 | 0.104 | 0.528 | 0.224 | 0.322 | 0.487 | |||
| Asian or Pacific Islander | 0.570 | 0.613 | 0.352 | 1.158 | 0.862 | 0.179 | |||
| Other single race | 0.364 | 0.154 | 0.018 | 0.627 | 0.403 | 0.120 | |||
| Two or more races | 0.322 | 0.165 | 0.051 | 0.559 | 0.369 | 0.130 | |||
| chi squared | 357.110 | 372.010 | |||||||
| ICC | 0.521 | 0.296 | |||||||
| MOUD use | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | |||||||
| ( | ( | ( | |||||||
| Coefficient | p | Coefficient | p | Coefficient | p | ||||
| −0.831 | 0.297 | 0.005 | |||||||
| State level | |||||||||
| Punitive policy | −0.186 | 0.450 | 0.679 | −0.397 | 0.249 | 0.111 | |||
| Priority access policy | −0.188 | 0.461 | 0.684 | −0.240 | 0.265 | 0.365 | |||
| Republican leaning | −0.092 | 0.805 | 0.909 | 0.296 | 0.475 | 0.534 | |||
| Competitive | 1.320 | 0.674 | 0.050 | 1.114 | 0.408 | 0.006 | |||
| Democrat leaning | 2.237 | 0.755 | 0.003 | 2.170 | 0.456 | 0.000 | |||
| Solid democrat | 2.261 | 0.631 | 0.000 | 1.861 | 0.399 | 0.000 | |||
| Criminal justice referral | −1.410 | 0.081 | 0.000 | −1.411 | 0.081 | 0.000 | |||
| Co-occurring mental health | −0.240 | 0.062 | 0.000 | −0.231 | 0.062 | 0.000 | |||
| Black | 0.065 | 0.104 | 0.528 | 0.224 | 0.322 | 0.487 | |||
| Asian or Pacific Islander | 0.570 | 0.613 | 0.352 | 1.158 | 0.862 | 0.179 | |||
| Other single race | 0.364 | 0.154 | 0.018 | 0.627 | 0.403 | 0.120 | |||
| Two or more races | 0.322 | 0.165 | 0.051 | 0.559 | 0.369 | 0.130 | |||
| chi squared | 357.110 | 372.010 | |||||||
| ICC | 0.521 | 0.296 | |||||||
The “solid republican” category was used as the comparison group
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