Background
Methods
Study design
Participants
Measures
Measurement Construct | Description | Scoring |
---|---|---|
Sociodemographic characteristics | ||
Age, marital status, cultural background, first language, education, income and housing. Income was defined as pre-tax annual income from all sources of employment including unreported income and excluding any money received from family, friends or income assistance [28]. | Descriptives. | |
Psychological resources | ||
Self-efficacy | General Self-Efficacy Scale [29]. Likert scale 10 items, e.g., “I am certain that I can accomplish my goals.” | Higher scores represent higher levels of self-efficacy. |
Mastery | Pearlin Mastery Scale [30]. Likert scale 7 items, e.g., “I have little control over the things that happened to me.” | Higher scores represent higher levels of mastery. |
Cognitive ability | ||
Shipley-II [31]. Vocabulary Subscale 40 items assesses acquired knowledge. Abstraction Subscale 25 items assesses abstract reasoning. | Higher total raw scores indicate better performance. | |
Executive functioning | ||
Inhibition of interference | Stroop Colour and Word Test [32]. Cognitive assessment of ability to inhibit interference in the reaction time of a task. | Higher raw scores represent better cognitive performance. |
Visual attention and task switching | Shorter times represent better scores. A ratio of TMT-B / TMT-A represents executive control [35]. | |
Socioeconomic disadvantage | ||
Having low income | Pre-tax annual income from all sources of employment including unreported income and excluding any money received from family, friends or income assistance. | Living on low income at <$20,000 annual employment income. |
Having limited education | Not completing the equivalent of a BC high school diploma. | Dichotomous (yes/no) variable. |
Being single (having limited social supports) | Not married or common-law (living together consecutively for one year or more). | Dichotomous (yes/no) variable. |
Homelessness | Dichotomous (yes/no) variable. | |
Unstable housing | Having to move three or more times or experiencing homelessness (past year). | Dichotomous (yes/no) variable. |
History of child maltreatment | ||
Child maltreatment age 16 years or younger | Childhood Trauma Questionnaire – Short Form [37]. Likert scale 28 items, e.g., “When I was growing up, I didn’t have enough to eat.” | Moderate-to-severe levels of any type of abuse or neglect. |
Exposure to intimate partner violence | ||
Including physical abuse, emotional abuse and harassment | Composite Abuse Scale [38]. Likert scale 30 items, e.g., “My partner told me that I wasn’t good enough.” Partner was defined as husband/wife, partner or boy/girlfriend for longer than one month. | Higher scores indicate higher levels of abuse. |
Mental and physical health | ||
Psychological distress | Kessler Psychological Distress Scale [39]. Likert scale 10 items, e.g., “About how often did you feel hopeless?” | Total scores of > 25 represent moderate-to-severe anxiety or depression. |
Mental and physical health conditions | Number and type of diagnosed conditions. | |
Prenatal substance use | ||
Nicotine, alcohol, cannabis, and other street drugs | Frequency of use [42]. | Dichotomous (yes/no) variables. |
Receipt of health and social services | ||
Health services received for physical concerns | Visiting primary healthcare providers (family doctors, nurse, and midwives) and receiving prenatal classes. | Number and type of services. |
Social services received | Income assistance through provincial or federal programs such as: BC Income and Disability Assistance, Canada Disability Benefits and Employment Insurance, BC Hardship Assistance, and BC Youth Agreements. | Number and type of services. |
Cumulative disadvantage
Statistical analyses
Results
Age Group | p-value | |||
---|---|---|---|---|
Total N = 739 | 14–19 years N = 361 | 20–24 years N = 378 | ||
n (%) | n (%) | n (%) | ||
Low income (living on < $20,000 annually) | 606/726 (83.5) | 319/354 (90.1) | 287/372 (77.2) |
< 0.001
|
Limited education (no high school completion) | 384/738 (52.0) | 246/360 (68.3) | 138/378 (36.5) |
< 0.001
|
Preparing to parent while single (not married or common-law) | 670/736 (91.0) | 312/360 (86.7) | 358/376 (95.2) |
< 0.001
|
Age Group | p-value | |||
---|---|---|---|---|
Total N = 739 | 14–19 years N = 361 | 20–24 years N = 378 | ||
n (%) | n (%) | n (%) | ||
Sociodemographic Characteristics | ||||
Cultural backgrounda | n = 738 | n = 361 | n = 378 | 0.099 |
White | 418 (56.6) | 193 (53.5) | 225 (59.5) | |
Indigenous including First Nations, Métis and Inuit | 79 (10.7) | 36 (10.0) | 43 (11.4) | |
Indigenous including First Nations, Métis and Inuit and Other | 121 (16.4) | 73 (20.2) | 48 (12.7) | |
Mixed Heritage ≥2 | 55 (7.4) | 30 (8.3) | 25 (6.6) | |
Asian (Chinese, S. Asian, or Other) | 32 (4.3) | 14 (3.9) | 18 (4.8) | |
Other (e.g., Latin-American, Black) | 34 (4.6) | 15 (4.2) | 19 (5.0) | |
English as first language | 686 (93.0) | 341 (94.7) | 345 (91.3) | 0.091 |
Highest educational qualification | n = 738 | n = 360 | n = 378 |
< 0.001
|
Less than high school | 384 (52.0) | 246 (68.3) | 138 (36.5) | |
High school or equivalent | 270 (36.6) | 103 (28.6) | 167 (44.2) | |
College or university degree | 84 (11.4) | 11 (3.1) | 73 (19.3) | |
Income from employment (annual CAD) | n = 726 | n = 354 | n = 372 |
< 0.001
|
Less than $5000 | 308 (42.4) | 203 (57.3) | 105 (28.2) | |
$5000 – 9999 | 118 (16.3) | 60 (16.9) | 58 (15.6) | |
$10,000 – 19,999 | 180 (24.8) | 56 (15.8) | 124 (33.3) | |
$20,000 – 29,999 | 75 (10.3) | 21 (5.9) | 54 (14.5) | |
$30,000 or more | 45 (6.2) | 14 (4.0) | 31 (8.3) | |
Current Housing | n = 725 | n = 357 | n = 368 | 0.138 |
House, apartment or condominium | 681 (93.9) | 332 (93.0) | 349 (94.8) | |
Group home, shelter or foster home | 18 (2.5) | 13 (3.6) | 5 (1.4) | |
Other (e.g., mobile home/trailer, single-room occupancy residence) | 26 (3.6) | 12 (3.4) | 14 (3.8) | |
Mean (SD) | Mean (SD) | Mean (SD) | ||
Income from employment (annual CAD) | 9928 (10575) | 6811 (8976) | 12,886 (11125) |
< 0.001
|
Age | 19.76 (2.36) | 17.73 (1.17) | 21.69 (1.40) |
< 0.001
|
Psychological Resources | ||||
Self-Efficacy | 32.28 (3.93) | 32.08 (3.79) | 32.47 (4.05) | 0.179 |
Mastery | 21.42 (3.06) | 21.53 (3.08) | 21.32 (3.05) | 0.361 |
Cognitive Functioning | ||||
Shipley 2 – Vocabulary | 24.35 (5.12) | 23.53 (4.76) | 25.13 (5.33) |
< 0.001
|
Shipley 2 – Abstraction | 11.89 (3.65) | 11.73 (3.57) | 12.04 (3.73) | 0.248 |
Executive functioning | ||||
Stroop Colour-Word Task Score | 43.99 (9.19) | 42.46 (8.64) | 45.45 (9.46) |
< 0.001
|
Stroop Interference Score | 5.39 (6.72) | 4.48 (6.15) | 6.26 (7.12) |
< 0.001
|
Trail Making Test Bb | 70.55 (32.67) | 73.92 (33.23) | 67.32 (31.84) |
0.006
|
Trail Making Test B /Ab | 44.89 (29.28) | 47.81 (29.87) | 42.07 (28.45) |
0.008
|
Age Group | p-value | |||
---|---|---|---|---|
Total N = 739 | 14–19 years N = 361 | 20–24 years N = 378 | ||
n (%) | n (%) | n (%) | ||
Unstable housing | ||||
Lifetime homelessness (including currently) | 333/716 (47.0) | 154/351 (44.0) | 179/365 (49.0) | |
Currently homeless | 22/721 (3.1) | 9/351 (2.6) | 13/370 (3.5) | 0.600 |
Moved ≥3 times or homeless (past year) | 385/731 (52.1) | 183/357 (51.3) | 202/374 (54.0) | 0.503 |
Psychological Distress (past month) | ||||
Moderate/severe psychological distress | 235/737 (31.9) | 100/360 (27.8) | 135/377 (35.8) |
0.024
|
Mental health conditionsa | n = 739 | n = 361 | n = 378 | |
Severe anxiety or depression regularly | 346 (46.8) | 173 (47.9) | 173 (45.8) | 0.608 |
Diagnosed mental disorder (e.g., bipolar disorder or attention problems) | 160 (21.7) | 73 (20.2) | 87 (23.0) | 0.405 |
Diagnosed developmental conditions (e.g., autism spectrum or learning disorders) | 83 (11.2) | 35 (9.7) | 48 (12.7) | 0.240 |
Prenatal substance use | ||||
Any cannabis, alcohol or street drug use (past month)a | 172/732 (23.5) | 80/357 (22.4) | 92/375 (24.5) | 0.555 |
Cannabis use (past month) | 155/738 (21.0) | 75/360 (20.8) | 80/378 (21.2) | 0.984 |
Alcohol use (past month) | 17/736 (2.3) | 6/361 (1.7) | 11/375 (2.9) | 0.367 |
Street drug use (past month) | 11/736 (1.5) | < 5/358 (< 2) | 7/378 (1.9) | 0.605 |
Nicotine/cigarette use (past 48 h) | 196/736 (26.6) | 96/360 (26.7) | 100/376 (26.6) | > 0.999 |
Second-hand smoke exposure (past week) | 292/736 (39.7) | 150/361(41.6) | 142/375 (37.9) | 0.344 |
Serious long-term physical health conditionsa n = 739 | n = 361 | n = 378 | ||
Iron-deficiency anemia | 151 (20.4) | 69 (19.1) | 82 (21.7) | 0.437 |
Asthma or allergies (regular use of puffers) | 139 (18.8) | 64 (17.7) | 75 (19.8) | 0.522 |
Migraines (weekly or more) | 108 (14.6) | 57 (15.8) | 51 (13.5) | 0.436 |
Serious injury (head/leg) that left a disability | 57 (7.7) | 24 (6.6) | 33 (8.7) | 0.356 |
Thyroid disease | 21 (2.8) | 6 (1.7) | 15 (4.0) | 0.096 |
Cardiovascular disease (including high blood pressure) | 13 (1.8) | < 5 (< 2) | 9 (2.4) | 0.300 |
Epilepsy or seizures (weekly or more) | 13 (1.8) | 7 (1.9) | 6 (1.6) | 0.933 |
Other (e.g., arthritis, irritable bowel syndrome, autoimmune disorders) | 126 (17.1) | 61 (16.9) | 65 (17.2) | 0.992 |
Maltreatment experiencesa | ||||
Maltreatment at age 16 years or younger | ||||
Moderate/severe neglect, physical abuse, emotional abuse and/or sexual abuse | 410/728 (56.3) | 196/355 (55.2) | 214/373 (57.4) | 0.608 |
Intimate partner violence in past year | ||||
Any physical abuse, emotional abuse and harassment | 363/734 (49.5) | 181/358 (50.6) | 182/376 (48.4) | 0.61 |
Age Group | p-value | |||
---|---|---|---|---|
Total N = 739 | 14–19 years N = 361 | 20–24 years N = 378 | ||
n (%) | n (%) | n (%) | ||
Health services for physical health | ||||
Primary healthcare (past month) | 567/739 (76.7) | 289/361 (80.1) | 278/378 (73.5) |
0.045
|
Prenatal classes (past month) | 210/739 (28.4) | 116/361 (32.1) | 94/378 (24.9) |
0.035
|
Social services received | ||||
Income assistance (past month) | 212/739 (28.7) | 71/361 (19.7) | 141/378 (37.3) |
< 0.001
|
Total N = 739 | Age Group | ||
---|---|---|---|
14–19 years N = 361 | 20–24 years N = 378 | ||
Indicators of disadvantage | n (%) | n (%) | n (%) |
1 | 26 (3.5) | 12 (3.3) | 14 (3.7) |
2 | 73 (9.9) | 27 (7.5) | 46 (12.2) |
3 | 119 (16.1) | 61 (16.9) | 58 (15.3) |
4 | 140 (18.9) | 67 (18.6) | 73 (19.3) |
5 | 152 (20.6) | 68 (18.8) | 84 (22.2) |
6 | 121 (16.4) | 68 (18.8) | 53 (14.0) |
7 | 77 (10.4) | 35 (9.7) | 42 (11.1) |
8 | 29 (3.9) | 21 (5.8) | 8 (2.1) |
Baseline socioeconomic disadvantage according to eligibility criteria
Sociodemographic characteristics
Psychological resources and cognitive functioning
Health and social adversities including maltreatment experiences
Receiving health and social services
Cumulative disadvantage
Discussion
BCHCP population | Canadian samples (%) | |||
---|---|---|---|---|
14–19 years (%) | 20–24 years (%) | % | ||
BCHCP screening criteria | ||||
Young age during pregnancy | 49 | 51 | 2–11 | Canadian females ≤19 years (2%) and 20–24 years (11%) [43] |
Low income (< $20,000 per year) | 90 | 77 | 13–15 | Canadian females < 18 years (15%) and ≥ 18 years (13%) [44] |
Limited education (no high school completion) | 69 | 37 | 17 | BC females of all ages [45] |
Preparing to parent while single (not married or common-law) | 87 | 95 | 7–45 | Canadian females ≥15 years (7%) and living on low income (45%) [46] |
Additional health and social adversities | ||||
Homeless ever (including currently) | 44 | 49 | 5 | Canadians (male and female) 15–24 years [47] |
Unstable housing (moving in past year) | 35 | 33 | 20 | Canadian females ≥15–24 years [47] |
Psychological distress | 28 | 36 | 30 | Canadian females ≥15 years and low-income [48] |
Diagnosed mental disorder | 20 | 23 | 15 | Canadian females ≥15 years [48] |
Prenatal cannabis use | 21 | 21 | 15 | BC females 12–17 years [49] |
Prenatal nicotine use | 27 | 27 | 22 | Canadian females ≥15 years and low income [50] |
Serious physical health problems | ≤ 19 | ≤ 22 | 13 | BC females 12–17 years [49] |
Child maltreatment when ≤16 years | 55 | 57 | 30 | Canadian females ≥15 years [51] |
Exposure to intimate partner violence in recent past | 51 | 48 | 22–40 | Canadian females 15–19 years (40%) and 20–24 years (22%) [52] |