Age
|
Less than 50 years of age
|
255 (44.3)
|
68 (26.8)
|
Ref
|
103 (40.6)
|
Ref
|
50 years of age or older
|
321 (55.7)
|
63 (19.6)
|
0.73 (0.54, 0.99)
|
156 (48.8)
|
1.20 (1.00, 1.45)
|
Race/ethnicity
|
Non-Hispanic White
|
106 (18.4)
|
26 (24.8)
|
Ref
|
46 (43.4)
|
Ref
|
Non-Hispanic Black
|
217 (37.7)
|
47 (21.7)
|
0.87 (0.58, 1.33)
|
108 (49.8)
|
1.15 (0.89, 1.48)
|
Hispanic/Latinx
|
229 (39.8)
|
53 (23.1)
|
0.93 (0.62, 1.41)
|
97 (42.7)
|
0.98 (0.76, 1.28)
|
Other
|
19 (3.30)
|
4 (21.0)
|
0.85 (0.33, 2.16)
|
6 (31.6)
|
0.73 (0.36, 1.46)
|
Sex
|
Female
|
193 (33.5)
|
43 (22.5)
|
Ref
|
90 (27.1)
|
Ref
|
Male
|
379 (65.8)
|
87 (23.0)
|
1.02 (0.74, 1.41)
|
167 (44.3)
|
0.94 (0.78, 1.13)
|
Employment status
|
Unemployed
|
445 (77.3)
|
99 (22.3)
|
Ref
|
195 (44.0)
|
Ref
|
Employed
|
124 (21.5)
|
30 (24.2)
|
1.08 (0.76, 1.55)
|
62 (50.0)
|
1.14 (0.92, 1.39)
|
Currently homeless
|
No
|
402 (69.9)
|
90 (22.4)
|
Ref
|
184 (45.9)
|
Ref
|
Yes
|
173 (30.1)
|
41 (23.7)
|
1.06 (0.76, 1.46)
|
75 (43.4)
|
0.76 (0.63, 0.93)
|
Ever incarcerated
|
No
|
114 (19.8)
|
33 (29.0)
|
Ref
|
63 (55.8)
|
Ref
|
Yes
|
462 (80.2)
|
98 (21.3)
|
0.73 (0.52, 1.03)
|
196 (42.5)
|
0.59 (0.39, 0.89)
|
Currently lives with romantic partner
|
No
|
426 (74.1)
|
103 (24.2)
|
Ref
|
192 (45.3)
|
Ref
|
Yes
|
149 (25.9)
|
28 (18.8)
|
0.78 (0.53, 1.13)
|
67 (44.7)
|
0.99 (0.80, 1.21)
|
Currently lives with romantic partner who uses opioids
|
No
|
473 (82.3)
|
115 (24.3)
|
Ref
|
215 (45.6)
|
Ref
|
Yes
|
102 (17.7)
|
16 (15.7)
|
0.64 (0.40, 1.04)
|
44 (42.7)
|
0.94 (0.73, 1.20)
|
Currently lives with anyone
|
No
|
140 (24.4)
|
30 (21.4)
|
Ref
|
67 (48.2)
|
Ref
|
Yes
|
434 (75.6)
|
101 (23.3
|
1.09 (0.76, 1.56)
|
192 (44.2)
|
0.92 (0.75, 1.12)
|
Currently lives with anyone who uses opioids
|
No
|
399 (72.0)
|
98 (24.6)
|
Ref
|
186 (46.8)
|
Ref
|
Yes
|
155 (28.0)
|
27 (17.4)
|
0.71 (0.48, 1.04)
|
64 (41.0)
|
0.88 (0.70, 1.09)
|
Current living situation
|
Lives alone
|
140 (25.3)
|
30 (21.4)
|
Ref
|
67 (48.2)
|
Ref
|
Not with anyone who uses opioids
|
259 (46.8)
|
68 (26.2)
|
1.22 (0.84, 1.79)
|
119 (46.1)
|
0.96 (0.77, 1.19)
|
Someone who uses opioids
|
155 (28.0)
|
27 (17.4)
|
0.81 (0.51, 1.30)
|
64 (41.0)
|
0.85 (0.66, 1.10)
|
Length of opioid use history
|
15 years of less
|
154 (16.8)
|
46 (30.1)
|
Ref
|
71 (46.4)
|
Ref
|
16–26 years
|
136 (23.6)
|
30 (22.1)
|
0.73 (0.49, 1.09)
|
52 (38.2)
|
0.82 (0.63, 1.08)
|
27–35 years27–35 years
|
147 (25.6)
|
32 (21.8)
|
0.72 (0.49, 1.07)
|
72 (49.0)
|
1.06 (0.83, 1.34)
|
36 years or longer
|
137 (23.8)
|
23 (16.8)
|
0.56 (0.36, 0.87)
|
64 (47.1)
|
1.01 (0.79, 1.30)
|
OUD severity
|
Mild/moderate
|
95 (16.5)
|
24 (25.3)
|
Ref
|
56 (59.0)
|
Ref
|
Severe
|
441 (76.6)
|
93 (21.1)
|
0.84 (0.57, 1.24)
|
186 (42.4)
|
0.72 (0.59, 0.88)
|
Ever injected heroin
|
No
|
365 (63.4)
|
85 (23.3)
|
Ref
|
175 (48.2)
|
Ref
|
Yes
|
196 (34.0)
|
39 (20.0)
|
0.86 (0.61, 1.20)
|
75 (38.3)
|
0.80 (0.64, 0.98)
|
Cocaine use in past 30 days
|
No
|
288 (50.0)
|
77 (26.7)
|
Ref
|
139 (48.4)
|
Ref
|
Yes
|
288 (50.0)
|
54 (18.8)
|
0.70 (0.52, 0.96)
|
120 (41.8)
|
0.86 (0.72, 1.04)
|
Crack use in past 30 days
|
No
|
415 (72.0)
|
95 (23.0)
|
Ref
|
197 (47.6)
|
Ref
|
Yes
|
161 (28.0)
|
26 (22.4)
|
0.97 (0.70, 1.37)
|
62 (38.8)
|
0.81 (0.65, 1.01)
|
Marijuana use in past 30 days
|
No
|
358 (62.2)
|
84 (23.5)
|
Ref
|
170 (47.6)
|
Ref
|
Yes
|
218 (37.8)
|
47 (21.6)
|
0.92 (0.67, 1.26)
|
89 (41.1)
|
0.86 (0.71, 1.04)
|
Benzodiazepine use in past 30 days
|
No
|
387 (67.2)
|
88 (22.8)
|
Ref
|
178 (46.2)
|
Ref
|
Yes
|
189 (32.8)
|
43 (22.8)
|
1.00 (0.72, 1.38)
|
81 (42.9)
|
0.93 (0.76, 1.13)
|
Fentanyl detected in urine analysis
|
No
|
268 (46.5)
|
64 (23.9)
|
Ref
|
135 (50.6)
|
Ref
|
Yes
|
306 (53.1)
|
66 (21.6)
|
0.90 (0.67, 1.23)
|
123 (40.3)
|
0.80 (0.66, 0.96)
|
Oxycodone detected in urine analysis
|
No
|
541 (93.9)
|
123 (22.8)
|
Ref
|
247 (45.7)
|
Ref
|
Yes
|
33 (5.7)
|
7 (21.2)
|
0.93 (0.47, 1.83)
|
11 (34.4)
|
0.75 (0.46, 1.22)
|
Heroin detected in urine analysis
|
No
|
79 (13.7)
|
17 (21.5)
|
Ref
|
43 (55.1)
|
Ref
|
Yes
|
495 (85.9)
|
113 (22.9)
|
1.06 (0.68, 1.67)
|
215 (43.5)
|
0.79 (0.63, 0.99)
|
Stigma (median ≥ 13)
|
No
|
278 (48.3)
|
53 (19.1)
|
Ref
|
120 (43.2)
|
Ref
|
Yes
|
280 (48.6)
|
68 (24.4)
|
1.27 (0.93, 1.76)
|
127 (45.5)
|
1.05 (0.88, 1.27)
|
PTSD
|
No
|
513 (89.1)
|
117 (22.8)
|
Ref
|
232 (45.4)
|
Ref
|
Yes
|
62 (10.8)
|
14 (22.6)
|
0.99 (0.61, 1.61)
|
27 (43.6)
|
0.96 (0.71, 1.29)
|
Omnibus mental health*
|
0.7 (0.25, 1.3)
| |
Ref
| |
Ref
|
1.02 (0.84, 1.24)
|
0.99 (0.87, 1.12)
|
Depression
|
No
|
264 (45.9)
|
62 (23.5)
|
Ref
|
115 (43.6)
|
Ref
|
Yes
|
69 (54.1)
|
69 (22.2)
|
0.94 (0.70, 1.28)
|
114 (46.4)
|
1.07 (0.89, 1.28)
|
Anxiety
|
No
|
314 (54.6)
|
70 (22.3)
|
Ref
|
143 (45.5)
|
Ref
|
Yes
|
216 (45.4)
|
61 (23.4)
|
1.05 (0.78, 1.42)
|
116 (44.6)
|
0.98 (0.82, 1.17)
|
Suicidality
|
No
|
546 (95.1)
|
125 (22.9)
|
Ref
|
247 (45.2)
|
Ref
|
Yes
|
28 (4.9)
|
6 (21.4)
|
0.94 (0.45, 1.94)
|
12 (44.4)
|
0.98 (0.64, 1.51)
|
SEP visits in past 3 months
|
No
|
347 (60.2)
|
88 (25.4)
|
Ref
|
172 (49.7)
|
Ref
|
Yes
|
170 (29.5)
|
30 (17.8)
|
0.70 (0.48, 1.02)
|
64 (17.9)
|
0.76 (0.51, 0.95)
|
Currently opioid treatment
|
No current treatment
|
254 (44.2)
|
71 (28.0)
|
Ref
|
104 (41.1)
|
Ref
|
Medication assisted treatment
|
321 (55.8)
|
60 (18.7)
|
0.67 (0.49, 0.90)
|
155 (48.3)
|
1.17 (0.98, 1.41)
|
Ever trained to administer naloxone
|
No
|
193 (33.5)
|
56 (29.0)
|
Ref
|
95 (49.5)
|
Ref
|
Yes
|
379 (65.8)
|
93 (19.3)
|
0.66 (0.49, 0.90)
|
163 (43.1)
|
0.87 (0.72, 1.05)
|
Administered naloxone in past 3 months
|
No
|
474 (82.3)
|
120 (25.4)
|
Ref
|
227 (48.1)
|
Ref
|
Yes
|
102 (17.7)
|
11 (10.8)
|
0.42 (0.24, 0.76)
|
32 (31.4)
|
0.65 (0.48, 0.88)
|