Table 2.
Multinomial regression of factors associated with attrition from treatment due to incarceration and other reasons compared to treatment completion or transferred to another facility.
Model 1 | Model 2 | |||||
---|---|---|---|---|---|---|
Incarceration vs. completion | Other reasons vs. completion | Incarceration vs. other reasons | ||||
RRR | p-value | RRR | p-value | RRR | p-value | |
Demographic characteristic | ||||||
Age (less than 30) | ||||||
18–24 | 1.28 (1.09, 1.50)** | .002 | .84 (.76, .92)*** | <.001 | 1.53 (1.33, 1.75)*** | <.001 |
25–29 | 1.61 (1.39, 1.85)*** | <.001 | .96 (.88, 1.05) | .360 | 1.67 (1.48, 1.89)*** | <.001 |
30–49 | 1.63 (1.45, 1.84)*** | <.001 | 1.02 (.95, 1.09) | .638 | 1.60 (1.45, 1.78)*** | <.001 |
Sex | .54 (.50, .59)*** | <.001 | .93 (.88,.97) | .002 | .58 (.54, .63)*** | <.001 |
Race | ||||||
Black | 1.73 (1.50, 1.98)*** | <.001 | 1.54 (1.40, 1.69)*** | <.001 | 1.12 (1.00, 1.25)* | .042 |
Native American | 1.57 (1.19, 2.08)** | .003 | 1.38 (1.13, 1.69)*** | <.001 | 1.14 (.91, 1.42) | .247 |
Asian | .79 (.45, 1.39) | .413 | 1.07 (.79, 1.44) | .715 | .74 (.45, 1.23) | .247 |
Other race/>1 race | 1.23 (1.05, 1.44)** | .009 | 1.16 (1.04, 1.29)** | .008 | 1.06 (.93, 1.21) | .342 |
Ethnicity | ||||||
Latinx | 1.39 (1.21, 1.61)*** | <.001 | 1.27 (1.16, 1.39)*** | <.001 | 1.10 (.97, 1.23) | .128 |
Socioeconomic factors | ||||||
Education | ||||||
Less than high school education | 1.57 (1.41, 1.75)*** | <.001 | 1.42 (1.33, 1.53)*** | <.001 | 1.10 (1.01, 1.21)* | .022 |
High school diploma | 1.29 (1.17, 1.42)*** | <.001 | 1.17 (1.10, 1.24)*** | <.001 | 1.10 (1.01, 1.20)* | .036 |
Unemployed | 1.36 (1.26, 1.48) | <.001 | 1.10 (1.04, 1.16)** | <.001 | 1.24 (1.16, 1.33)*** | <.001 |
Living arrangements | ||||||
Homeless | 1.55 (1.33, 1.80)*** | <.001 | 1.30 (1.17, 1.45)*** | <.001 | 1.18 (1.06, 1.32)** | .003 |
Dependent living | 1.01 (.90, 1.12) | .918 | .74 (.68, .79)*** | <.001 | 1.36 (1.24, 1.50)*** | <.001 |
Criminal justice involvement | ||||||
One | 2.15 (1.84, 2.52)*** | <.001 | 1.09 (.96, 1.23) | .170 | 1.98 (1.77, 2.22)*** | <.001 |
>1 | 1.20 (.85 1.71) | .299 | .70 (.54, .91)*** | .007 | 1.73 (1.27, 2.33)*** | <.001 |
Source of referral | ||||||
Individual | 1.76 (1.56, 1.97)*** | <.001 | 1.47 (1.38, 1.58)*** | <.001 | 1.19 (1.08, 1.32)*** | <.001 |
Other | 1.08 (.89, 1.29) | .422 | .83 (.74,.92)** | <.001 | 1.30 (1.11, 1.52)*** | <.001 |
Court/Criminal justice referral | 1.48 (1.27, 1.72)*** | <.001 | .45 (.41, .50)*** | <.001 | 3.27 (2.87, 3.73)*** | <.001 |
Substance abuse treatment | ||||||
Length of treatment | ||||||
<30 days | 1.68 (1.48, 1.92)*** | <.001 | 3.37 (3.10, 3.66)*** | <.001 | .50 (.45, .56)*** | <.001 |
30–90 days | 1.81 (1.61, 2.04)*** | <.001 | 2.39 (2.22, 2.28)*** | <.001 | .76 (.69, .84)*** | <.001 |
90–180 days | 1.34 (1.19,. 1.51) | .173 | 1.39 (1.30, 1.50)*** | <.001 | .96 (.87, 1.06) | .456 |
180–364 days | 1.21 (1.08, 1.53)* | .002 | 1.16 (1.08, 1.25)*** | <.001 | 1.04 (.94, .1.15) | .431 |
Prior treatment history | ||||||
>1 prior treatment episodes | 1.42 (1.29, 1.57)*** | <.001 | 1.09 (1.02, 1.14)* | .006 | 1.31 (1.20, 143)*** | <.001 |
Substance use | ||||||
Substance use at admission | ||||||
Heroin | 2.09 (1.77, 2.46)*** | <.001 | 1.51 (1.37, 1.67)*** | <.001 | 1.38 (1.19, 1.60)*** | <.001 |
Methadone (non-prescription) | 1.47 (1.12, 1.93)** | .005 | 1.17 (.99, 1.36) | .053 | 1.26 (.99, 1.61) | .063 |
Synthetic and other opiates | 1.23 (1.07, 1.53)** | .004 | 1.28 (1.17, 1.39)*** | <.001 | .98 (.86, 1.10) | .685 |
Cocaine | 1.55 (1.35, 1.77)*** | <.001 | 1.30 (1.19, 1.42)*** | <.001 | 1.19 (1.06, 1.34)** | .003 |
Methamphetamines | 2.04 (1.68, 2.47)*** | <.001 | 1.51 (1.37, 1.66)*** | <.001 | 1.34 (1.14, 1.58) | <.001 |
Benzodiazepines | 1.28 (1.07,1.53)** | .006 | 1.10 (.98, 1.23) | .094 | 1.17 (1.01, 1.36)* | .046 |
Cannabis | 1.27 (1.10, 1.45)*** | <.001 | 1.18 (1.08, 1.25)*** | <001 | 1.07 (.95, 1.20) | .266 |
Daily drug use at admission | 1.59 (1.41, 1.74)*** | <.001 | 1.63 (1.53, 1.72)*** | <.001 | .97 (.90, 1.04) | .215 |
Number of substances at admission | ||||||
2 | .78 (.69, .89)*** | <.001 | .84 (.78, .91)*** | <.001 | .93 (.83, 1.04) | .431 |
3 | .55 (.45, .68)*** | <.001 | .70 (.62, .79)*** | <.001 | .79 (.66, .95)* | .012 |
Current IV drug use | 1.27 (1.16, 1.39)*** | <.001 | 1.05 (.99, 1.12) | .092 | 1.21 (1.12, 1.30)*** | <.001 |
Comorbid psychiatric condition | 1.09 (.99, 1.18)* | .093 | 1.09 (1.03, 1.16)*** | <.001 | .99 (.91, 1.06) | .723 |
p < .05,
p < .01,
p < .001.