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. Author manuscript; available in PMC: 2019 Sep 28.
Published in final edited form as: AIDS Educ Prev. 2019 Aug;31(4):344–362. doi: 10.1521/aeap.2019.31.4.344

Table 2.

Bivariate Associations of Drug Use Class and Sociodemographic Characteristics, Overdose, and HIV Risk Behaviors 671 Current and Former People who Inject Drugs in Baltimore, MD, 2017

Characteristic Latent Drug Use Class Chi-Squared p-value
Infrequent Drug Use N (%) Heroin and/or Cocaine Injection N (%) Prescription Drug Use N (%)
Total 512 (76.3) 79 (11.8) 80 (11.9) --
Sociodemographic characteristics
Female 170 (33.2) 14 (17.7) 31 (38.8) 0.009
Race
 African American 403 (78.7) 41 (51.9) 49 (61.3) <0.0001a
 White 95 (18.6) 35 (44.3) 29 (36.3)
 Other 14 (2.7) 3 (3.8) 2 (2.5)
Homeless 83 (16.2) 36 (45.6) 19 (23.8) <0.0001
Incarcerated ≥7 days in past 6 months 20 (3.9) 2 (2.5) 7 (8.8) 0.14a
Legal income <$5000 in the past 6 monthsb 389 (76.7) 64 (81.0) 62 (77.5) 0.70
Depression (CES-D Score ≥23) in the past 6 months 197 (38.5) 37 (46.8) 51 (63.8) <0.0001
Residence in the past 6 monthsc
 Baltimore city 439 (86.9) 59 (83.1) 68 (87.2) 0.67
 Outside Baltimore city 66 (13.1) 12 (16.9) 10 (12.8)
Age, median (IQR) 53.6 (47.0–58.5) 47.4 (39.3–56.6) 49.4 (41.3–55.1) <0.0001d
Year recruited into ALIVE study
 1988–1989 67 (13.1) 12 (15.2) 4 (5.0) <0.0001
 1994–1995 39 (7.6) 1 (1.3) 2 (2.5)
 1998 26 (5.1) 1 (1.3) 0 (0)
 2005–2008 157 (30.7) 16 (20.3) 13 (16.3)
 2015–2018 223 (43.6) 49 (62.0) 61 (76.3)
Drug use in past 6 months
Used prescription opioids to get highe 13 (30.2) 5 (45.5) 66 (84.6) <0.0001a
Used prescription opioids to treat withdrawal symptomse 18 (41.9) 4 (36.4) 55 (70.5) 0.0031a
Used prescription sedatives to get highf 28 (49.1) 8 (80.0) 45 (72.6) 0.017a
Used prescription sedatives to treat withdrawal symptomsf 26 (45.6) 8 (80.0) 40 (63.5) 0.046a
Used prescription tranquilizers to get highg 30 (53.6) 11 (64.7) 47 (73.4) 0.077
Used prescription tranquilizers to treat withdrawal symptomsg 26 (46.4) 10 (58.8) 39 (60.9) 0.26
Alcohol use frequency
 Did not drink 203 (39.7) 31 (39.2) 17 (21.3) 0.0016
 Drank >1 day per week 276 (53.9) 46 (58.2) 51 (63.8)
 Drank 7 days per week 33 (6.5) 2 (2.5) 12 (15.0)
Used marijuana 110 (21.5) 28 (35.4) 45 (56.3) <0.0001
Years since initiating injection drug use, median (IQR)h 29.5 (20.9–37.0) 23.2 (15.6–34.6) 23.5 (15.4–32.4) 0.0009d
Frequency of injecting drugs
 No injection drug use 230 (44.9) 0 (0) 10 (12.5) <0.0001
 Injected <once per day 154 (30.1) 24 (30.4) 37 (46.3)
 Injected ≥once per day 128 (25.0) 55 (69.6) 33 (41.3)
Frequency of using non-injection drugs
 No non-injection drugs used 72 (14.1) 8 (10.1) 0 (0) 0.0002
 Used <once per day 244 (47.7) 27 (34.2) 38 (47.5)
 Used ≥once per day 196 (38.3) 44 (55.7) 42 (52.5)
No. drugs used
 1 190 (37.1) 0 (0) 0 (0) <0.0001
 2 166 (32.4) 0 (0) 0 (0)
 3–4 146 (28.5) 29 (36.7) 17 (21.3)
 5–6 10 (2.0) 44 (55.7) 38 (47.5)
 ≥7 0 (0) 6 (7.6) 25 (31.3)
 Median (IQR) no. drugs used 2 (1–3) 5 (4–6) 6 (5–7) <0.0001d
Drug use route
 Injection drug use only 72 (14.1) 8 (10.1) 0 (0) <0.0001a
 Non-injection drug use only 230 (44.9) 0 (0) 10 (12.5)
 Polyroute (injection and non-injection) 210 (41.0) 71 (89.9) 70 (87.5)
Lifetime use of fentanyl from the streeti
 Yes 104 (36.9) 17 (58.6) 13 (46.4) 0.080a
 No 163 (57.8) 11 (37.9) 12 (42.9)
 Refused to answer 15 (5.3) 1 (3.5) 3 (10.7)
Prescribed opioid agonist therapy in past 6 months
Prescribed buprenorphine 88 (17.2) 11 (13.9) 18 (22.5) 0.35
Prescribed methadone 266 (52.0) 41 (51.9) 39 (48.8) 0.87
HIV
HIV-positive 148 (28.9) 19 (24.1) 14 (17.5) 0.084
 Detectable HIV viral loadj 97 (65.5) 17 (89.5) 10 (71.4) 0.10
Hepatitis C Virus seropositivek 376 (73.9) 63 (82.9) 49 (62.0) 0.012
Shared syringesl 69 (24.5) 39 (49.4) 27 (38.6) <0.0001
Obtained syringes (from BCNEP or pharmacy)l 128 (45.4) 56 (70.9) 36 (51.4) 0.0003
Overdosed in past 6 months 41 (8.0) 20 (25.3) 25 (31.3) <0.0001
a

Fisher exact test p-value.

b

5 participants missing income information excluded from percentage calculation.

c

17 participants missing residence information excluded from percentage calculation.

d

Kruskal-Wallis test p-value.

e

Among 132 participants who used prescription opioids nonmedically.

f

131 participants used prescription sedatives nonmedically. Percentages are calculated among 130 who answered questions about sedative use to treat withdrawal and 129 who answered questions about sedative use to get high.

g

Among 137 participants who used prescription tranquilizers nonmedically.

h

Among 659 participants who reported age at first drug injection.

i

332 participants were not asked questions about fentanyl use.

j

Among 181 participants with HIV infection.

k

Among 664 participants with a completed hepatitis C antibody test.

l

Among 429 participants who injected drugs in the past 6 months.

Abbreviations: BCNEP: Baltimore City Needle Exchange Program; IQR: Interquartile range; No.: Number.