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Table 1 Descriptive characteristics of reviewed studies (n = 26)

From: Psychosocial factors associated with overdose subsequent to Illicit Drug use: a systematic review and narrative synthesis

Author

Design

Location (Type)

N

Female

Age†

Ethnicity

Population

Substances reported

Primary outcome

N reported OD

Argento et al. 2023

Open prospective cohort

Canada

(urban)

273

273

(100%)

32

148 (54%)

Indigenous

103 (38%)

White

22 (8%)

Black/

person of colour

Women sex workers

Alcohol

Benzodiazepines

Cocaine

Crystal methamphetamine

Opioids

Self-report OD (during follow up)

63 (23%)

Bazazi et al. 2015

Cross-sectional

Malaysia

(mixed)

460

17

(4%)

—

416 (90%)

Malaysian

44 (10%)

Unreported

People who use drugs

Benzodiazepines

Buprenorphine

Heroin

Methamphetamine Methadone

Self-report OD (past 6 months)

92 (20%)

Bonar et al. 2016

Cross-sectional

USA

(mixed)

91

21

(23%)

45

49 (54%)

Non-Caucasian

42 (46%)

Caucasian

People who use drugs

—

Self-report OD (ever)

50 (55%)

Chang et al. 2019

Qualitative

USA

(mixed)

40

11

(28%)

43

25 (63%)

White

6 (15%)

African American

8 (20%)

Hispanic

1 (2%)

Bi/multi-racial

People who use drugs

Alcohol

Benzodiazepines

Cocaine

Methamphetamine

Opioids

Self-report OD (past 5 years)

40 (100%)

El-Bassel et al. 2020

Cross-sectional analysis of RCT

Kazakhstan

(urban)

400

400

(100%)

34

—

Women sex workers

Amphetamine

Codeine

Desomorphine

Fentanyl

Heroin

Methadone

Morphine

Opioids (prescribed)

Opium

Sedatives

Synthetic opiates

Tramadol

Self-report OD (lifetime)/

(past 90 days)

150 (38%)/

27 (18%)

Fairbairn et al. 2008

Prospective cohort

Canada

(mixed)

551

225

(44%)

39

186 (36%)

Aboriginal

365 (64%)

Unreported

People who use drugs

Alcohol

Benzodiazepines

Crack cocaine

Crystal methamphetamine

Cocaine

Heroin

Methadone

Morphine

Speedball

Self-report OD (past 6 months)

37 (7%)

Goldenberg et al. 2020

Open prospective cohort

Canada

(mixed)

624

624

(100%)

34

329 (53%)

Indigenous

295 (47%)

Unreported

Women sex workers

Heroin

Crack cocaine

Crystal methamphetamine Cocaine

Opioids (prescribed)

Self-report OD (past 6 months)

48 (8%)

Grau et al. 2009

Cross-sectional

Russia

(urban)

60

29

(38%)

31

—

People who use drugs

Alcohol

Opioids

Amphetamines

Self-report OD

(past year)

27 (45%)

Harris et al. 2023

Open prospective cohort

Canada

(urban)

857

857

(100%)

38

398 (46%)

White

458 (54%)

Black/

Indigenous/

Person of colour

Women sex workers

Alcohol

Opioids

Stimulants

Self-reported OD (past 6 months)

305 (36%)

Havens et al. 2011

Cross-sectional analysis of Longitudinal study

USA

(rural)

400

165

(41%)

31

375 (94%)

White

25 (6%)

Unreported

People who use drugs

Alcohol

Benzodiazepines Cocaine

Heroin

Hydrocodone

Marijuana

Methadone

Methamphetamine

Oxycodone

Self-report OD (ever)

112 (28%)

Lake et al. 2015

Prospective study, retrospective data analysis on baseline.

Canada

(urban)

1,697

552

(33%)

42

1,044 (62%)

Caucasian

651 (38%)

Other

2 (0%)

Unreported

People who use drugs

Alcohol

Cocaine

Crack

Heroin

Self-reported OD (past 6 months)

372 (22%)

Lamonica et al. 2021

Qualitative

USA

(suburban)

32

32

(100%)

40

23 (72%)

White

6 (19%)

African American/

Black

3 (9%)

Hispanic

Suburban women

Cannabis

Crack cocaine

Cocaine

Heroin

Methamphetamine

Opioids (prescribed)

Self-report OD (ever)

32 (100%)

Latkin et al. 2004

Cross-sectional

USA

(urban)

742

310

(42%)

43

689 (96%)

African American

53 (4%)

Unreported

People who use drugs

Alcohol

Crack cocaine

Heroin

Self-report OD (ever)

185 (25%)

Latkin et al. 2019

Clinical trial, but retrospective data analysis on baseline

USA

(urban)

444

186

(42%)

45

379 (85%)

African American

56 (13%)

White

9 (2%)

Other

People who use drugs

Heroin

Opioids (prescribed and

illicit)

Speedball

Self-reported OD (past year)

166 (37%)

Milloy et al. 2010

Cross-sectional

Thailand

(urban)

252

66

(26%)

37

—

People who use drugs

Alcohol

Benzodiazepines

Ecstasy

Heroin

Methadone

Midazolam

Yaba

Self-report OD (ever)

75 (30%)

Mitra et al. 2021

Cross-sectional

USA

(urban)

48,869

21,433

(44%)

—

35,058 (72%)

White

4,694 (10%)

Black

1,664 (3%)

Hispanic

7,453 (15%)

Other

Intensive care admissions

Alcohol

Illicit drugs (unspecified)

NFOD by ICD-9 codes: 965.01, E850.0, 965.0,

965.00,

965.02, 965.09,

E850.1, E850.2.

171 (0.4%)

Pabayo et al. 2013

Prospective cohort

Canada

(urban)

1,931

653

(34%)

—

—

People who use drugs

Alcohol

Cocaine

Crystal methamphetamine

Heroin

Methadone

Morphine

Speed

Self-reported OD (past 6 months)

58–147

(3–8%)

Pizzicato et al. 2018

Retrospective Cohort

USA

(mixed)

82,780

66,409

(20%)

34

52,954 (64%)

Black

15,118 (18%)

White

11,965 (15%)

Hispanic

2,743 (3%)

Other/

Unknown

Prison experienced people

Benzodiazepines

Cocaine

Fentanyl

Heroin

Death by unintentional drug OD

837 (1%)

Riggs et al. 2020

Retrospective cohort

USA

(mixed)

5,766

666

(8%)

56

2,225 (39%)

Black

2,345 (41%)

White

1,124 (19%)

Other

72 (1%)

Unreported

Homeless experienced military veterans.

Alcohol

Analgesics

Cocaine

Fentanyl

Gabapentin

Heroin

Methadone

Pregabalin

Sedatives

Self-reported OD (past 3 years)

379 (7%)

Schiavon et al. 2018

Prospective cohort

USA

(—)

243

105

(43%)

34

216 (89%) Caucasian

24 (10%)

African American

3 (1%)

Unreported

People who use drugs

Heroin

Methadone

Opioids (prescribed)

Self-reported OD (ever)

107 (44%)

Silva et al. 2013

Cross-sectional

USA

(urban)

596

193

(32%)

21

333 (56%)

White

263 (44%)

Non-white

Young people who use drugs (16–25 yrs)

Cocaine

Heroin

Methamphetamine

Opioids (prescribed)

Stimulants

Tranquilisers (prescribed)

Self-report OD (ever)

138 (24%)

Thumath et al. 2021

Retrospective cohort

Canada

(mixed)

696

696

(100%)

40

406 (58%)

Non-Indigenous

289 (42%)

Indigenous

Women sex workers and women living with HIV

—

Self-reported OD (past 6 months)

135 (19%)

Tobin et al. 2007

Longitudinal

USA

(urban)

659

292

(44%)

—

632 (96%)

African American

27 (4%)

Other

People who use drugs

Alcohol

Crack cocaine

Cocaine

Heroin

Self-report OD (ever)

96 (15%)

Tomko et al. 2022

Cross-sectional

USA

(urban)

563

222

(40%)

48

95 (17%)

Non-Hispanic White

397 (72%)

Non-Hispanic Black

58 (11%)

Hispanic/

Mixed race/

Other race

People who use drugs

Cocaine

Fentanyl

Heroin

Opioids (prescribed)

Speedball

Self-reported OD (past 6 months).

168 (30%)

Vallance et al. 2018

Cross-sectional

Canada

(urban)

548

171

(32%)

41

415 (76%)

White/Other

128 (24%) Indigenous

Homeless/

inadequately housed people

Crystal methamphetamine

Cocaine powder

Crack cocaine

Heroin

Pharmaceutical opioids

Self-reported OD (past 12 months)

102 (20%)

Winter et al. 2015

RCT

Australia

(mixed)

1,051

222

(21%)

—

821 (78%)

Unreported

230 (22%) Indigenous

Prison experienced people

Alcohol

Amphetamines

Cannabis

Heroin

Opioids (prescribed and

illicit)

Self-reported OD (past 6 months)

38 (4%)

  1. Notes: Unreported values are denoted with an em dash (—) where relevant. All proportions rounded to the nearest whole number.
  2. Abbreviations: OD, overdose; PWID, People Who Inject Drugs; PWUD, People Who Use Drugs.
  3. †Age reported is mean or median. Mean denoted with italicised type, median with bold type. Values rounded nearest whole number.