Participant Demographics
The mean age of the total sample was 11.12 years (SD = 4.58, range = 2 – 21). The majority were individuals aged below 18 (n = 199, 94.3%). Most participants were males (n = 151, 71.6%) and identified as Australian Aboriginal (n = 163, 77.3%). Of the total sample, 137 (64.9%) came from regional or remote parts of WA, while 74 (35.1%) were from major cities. Across the entire sample, 147 (69.7%) had contact with the child protection system and 85 (40.3%) were involved with the justice system. Demographic characteristics based on group membership can be seen in Table 1.
Table 1. Participant demographics based on group membership
Demographics
|
Group membership
|
|
CP only
|
Justice only
|
Both CP and Justice
|
No involvement
|
|
n = 95 (%)
|
n = 33 (%)
|
n = 52 (%)
|
n = 31 (%)
|
Mean Age (SD)
|
8.50 (3.73)
|
15.61 (2.70)
|
14.75 (2.20)
|
8.32 (3.54)
|
Sex
|
|
|
|
|
Male
|
58 (61.1)
|
28 (84.8)
|
44 (84.6)
|
21 (67.7)
|
Female
|
37 (38.9)
|
5 (15.2)
|
8 (15.4)
|
10 (32.3)
|
Cultural background
|
|
|
|
|
Aboriginal
|
67 (70.5)
|
27 (81.8)
|
46 (88.5)
|
23 (74.2)
|
Non-aboriginal
|
28 (29.5)
|
6 (18.2)
|
6 (11.5)
|
8 (25.8)
|
Geographical area
|
|
|
|
|
Major cities
|
35 (36.8)
|
13 (39.4)
|
19 (36.5)
|
7 (22.6)
|
Regional/remote
|
60 (63.2)
|
20 (60.6)
|
33 (63.5)
|
24 (77.4)
|
Note. CP only = Child protection system involvement only; Justice only = Justice system involvement only; Both CP and Justice = Involvement with both the child protection and justice systems; No involvement = No involvement with both government systems
Adverse Childhood Experiences (ACEs) Scores
The mean ACEs scores for the entire cohort were 2.84 (SD = 1.88, range = 0-8). Within the subgroups, the mean ACEs score for those in the “child protection and justice” subgroup was the highest 3.79 (SD = 1.55, range 0-8), followed by the “child protection” only subgroup 3.04 (SD = 1.84, range 0-7), the “justice” only subgroup 2.33 (SD = 1.52, range 0-6) and the “no involvement” subgroup 1.16 (SD = 1.63, range = 0-5).
In the overall sample, 83 (39.3%) participants endorsed four or more ACEs (See Table 2). Within the subgroups, more than half (57.7%) of those with dual involvement had four or more ACEs. In contrast, only 4 (12.9%) participants from the “no involvement” subgroup reported four or more ACEs.
Table 2. Frequency and proportion of nine categories of ACEs in the overall sample and by group
ACEs category
|
Overall sample
|
Group membership
|
|
|
CP only
|
Justice only
|
Both CP and Justice
|
No involvement
|
|
N = 211 (%)
|
n = 95 (%)
|
n = 33 (%)
|
n = 52 (%)
|
n = 31 (%)
|
Drinking/Substance misuse in home
|
148 (70.1)
|
73 (76.8)
|
21 (63.6)
|
44 (84.6)
|
10 (32.3)
|
Domestic Violence
|
109 (51.7)
|
44 (46.3)
|
19 (57.6)
|
39 (75.0)
|
7 (22.6)
|
Physical Neglect
|
98 (46.4)
|
56 (58.9)
|
8 (24.2)
|
30 (57.7)
|
4 (12.9)
|
Emotional Neglect
|
97 (46.0)
|
56 (58.9)
|
7 (21.2)
|
30 (57.7)
|
4 (12.9)
|
Physical Abuse
|
42 (19.9)
|
21 (22.1)
|
4 (12.1)
|
14 (26.9)
|
3 (9.7)
|
Parental Incarceration
|
38 (18.0)
|
14 (14.7)
|
4 (12.1)
|
17 (32.7)
|
3 (9.7)
|
Emotional/Verbal Abuse
|
23 (10.9)
|
12 (12.6)
|
3 (9.1)
|
6 (11.5)
|
2 (6.5)
|
Suicide attempt/mentally ill family
|
22 (10.4)
|
4 (4.2)
|
7 (21.2)
|
8 (15.4)
|
3 (9.7)
|
Sexual Abuse
|
22 (10.4)
|
9 (9.5)
|
4 (12.1)
|
9 (17.3)
|
0 (0)
|
|
|
|
|
|
|
Total ACEs Scores
|
|
|
|
|
|
Zero
|
31 (14.7)
|
9 (9.5)
|
4 (12.1)
|
1 (1.9)
|
17 (54.8)
|
One to three
|
97 (46.0)
|
45 (47.4)
|
21 (63.6)
|
21 (40.4)
|
10 (32.3)
|
Four or more
|
83 (39.3)
|
41 (43.2)
|
8 (24.2)
|
30 (57.7)
|
4 (12.9)
|
Note. CP only = Child protection system involvement only; Justice only = Justice system involvement only; Both CP and Justice = Involvement
with both the child protection and justice system; No involvement = No involvement with both government systems
The total ACEs score of the overall sample was significantly positively correlated with age, r(211) = .14, p =.04. Specifically, older children reported more ACEs than younger children. However, there was no association between the total ACEs score and sex, r(211) = .06, p = .36. Similarly, no significant correlation was found between the total ACEs score and cultural background, r(211) = .03, p =.71.
ACEs Categories
The most common ACEs endorsed by the entire sample was exposure to drinking/substance misuse at home (70.1%). Other common ACEs included domestic violence (51.7%), physical neglect (46.4%), and emotional neglect (46.0%) – (Table 2). Exposure to drinking/substance misuse at home was also the most common ACEs reported across all the subgroups.
Logistic regression results (Table 3) show that age and being a male were associated with increased risks of exposure to domestic violence, being a victim of sexual abuse and having a family member who was mentally ill or had attempted suicide. However, these results were no longer significant when the Benjamini-Hochberg corrections were applied.
Table 3. Logistic regressions predicting endorsement of ACEs categories from demographic variables in the overall sample
ACEs Category
|
Odds Ratio
(95% CI)
|
Odds Ratio
(95% CI)
|
Odds Ratio
(95% CI)
|
|
Age
|
Male#
|
Cultural background#
|
Drinking/Substance misuse at home
|
1.02 (.95, 1.09)
|
1.30 (.67, 2.53)
|
1.35 (.68, 2.69)
|
Domestic Violence
|
1.09+ (1.02, 1.17)
|
2.37+ (1.24, 4.53)
|
1.41 (.71, 2.78)
|
Emotional Neglect
|
1.00 (.94, 1.06)
|
.73 (.39, 1.36)
|
.92 (.48, 1.76)
|
Physical Neglect
|
1.00 (.94, 1.07)
|
.74 (.40, 1.38)
|
.94 (.49, 1.80)
|
Physical Abuse
|
1.01 (.93, 1.09)
|
1.38 (.61, 3.14)
|
.49 (.23, 1.04)
|
Parental Incarceration
|
1.02 (.94, 1.10)
|
1.51 (.64, 3.60)
|
1.67 (.65, 4.26)
|
Suicide attempt/mentally ill family members
|
1.14+ (1.02, 1.27)
|
1.41 (.44, 4.50)
|
1.91 (.52, 6.88)
|
Sexual Abuse
|
1.15+ (1.03, 1.28)
|
.37+ (.14, .98)
|
1.29 (.41, 4.10)
|
Emotional/Verbal Abuse
|
1.02 (.92, 1.12)
|
.88 (.33, 2.34)
|
.63 (.24, 1.65)
|
Note. + = results were no longer significant after the Benjamini-Hochberg correction for multiple comparisons was applied; #Reference Group = females and non-Aboriginal participants.
Logistic regression analyses in Table 4 show that participants in the “child protection only” subgroup were two to nine times more likely than those in the “no involvement” subgroup to be exposed to drinking/substance misuse at home, domestic violence, emotional and physical neglect. Those in the “justice only” subgroup were three to four times more likely than the “no involvement” subgroup to report exposure to drinking/substance misuse at home and domestic violence. Finally, participants with dual involvement were four to eleven times more likely than the “no involvement” subgroup to report exposure to drinking/substance misuse at home, domestic violence, emotional, physical neglect and endorse the item, “Was a member of the household mentally ill/did a household member attempt suicide?”. These results remained statistically significant even after applying the Benjamini-Hochberg correction – see Table 7 for unadjusted p-values and the corresponding Hochberg threshold.
Table 4. Logistic regressions predicting endorsement of ACEs categories from group membership
ACEs Category
|
Odds Ratio (95% CI)
|
Odds Ratio (95% CI)
|
Odds Ratio (95% CI)
|
|
Group Membership#
|
|
CP only
|
Justice only
|
Both CP and Justice
|
Drinking/Substance misuse at home
|
6.97***(2.86, 16.99)
|
3.68* (1.31, 10.334)
|
11.55*** (3.98, 33.51)
|
Domestic Violence
|
2.96* (1.16, 7.52)
|
4.65** (1.57, 13.82)
|
10.29*** (3.60, 29.40)
|
Emotional Neglect
|
9.70*** (3.14, 29.91)
|
1.62 (.48, 6.95)
|
9.21*** (2.81, 30.12)
|
Physical Neglect
|
9.69*** (3.13, 29.90)
|
2.61 (.58, 8.07)
|
9.20***(2.80, 30.11)
|
Physical Abuse
|
2.65 (.73, 9.58)
|
1.29 (.26, 6.28)
|
3.44 (.90, 13.12)
|
Parental Incarceration
|
1.61 (.43, 6.03)
|
1.29 (.26, 6.28)
|
4.53* (1.21, 17.04)
|
Suicide attempt/mentally ill family members
|
.41 (.09, 1.94)
|
2.51 (.59, 10.76)
|
1.70 (.42, 6.94)
|
Sexual Abuse
|
-
|
-
|
-
|
Emotional/Verbal Abuse
|
2.10 (.44, 9.93)
|
1.45 (.23, 9.32)
|
1.89 (.36, 10.01)
|
Note. *p<.05, **p<.01 ***p<.001 where p-values were still statistically significant after applying the Benjamini-Hochberg correction – See Table 7 for unadjusted p-values; CP only = Child protection system involvement only; Justice only = Justice system involvement only; Both CP and Justice = Involvement with both the child protection and justice system; #Reference Group = No involvement with both government systems
Associated Stressors
Other stressors in life not measured by the ACEs questionnaire were reported in Table 5. Almost half (43.1%) of the total sample reported disengagement from school. Other less common stressors reported were transiency, documented victims of bullying, sustained traumatic brain injury and homelessness.
Table 5. Frequency of associated stressors in the overall sample and the corresponding mean ACEs
Associated stressors
|
N = 211 (%)
|
Mean ACEs (SD)
|
Involvement with the child protection system
|
147 (69.7)
|
3.30 (1.77)
|
Disengagement from school
|
91 (43.1)
|
3.27 (1.76)
|
Involvement with the justice system
|
85 (40.3)
|
3.22 (1.69)
|
Transiency
|
40 (19.0)
|
3.33 (1.77)
|
Documented victims of bullying
|
26 (12.3)
|
2.50 (1.94)
|
Sustained severe traumatic brain injury
|
19 (9.0)
|
3.21 (1.32)
|
Homelessness
|
11 (5.2)
|
3.82 (1.72)
|
Note. Involvement with the child protection system = sum of participants from the “CP only” and “Both CP and Justice” subgroups; Involvement with the justice system = sum of participants from the “Justice only” and “Both CP and Justice” subgroups.
Comorbid Conditions
The total number of comorbid conditions across all participants ranged from 0 to 8 (mean = 2.27, SD = 1.67). Higher total ACEs score in the overall sample was associated with an increased number of comorbidities, r(211) = .27, p<.001. Specifically, those who had comorbidities such as substance use disorder r(211) = .19, p =.006, attachment disorder r(211) = .24 , p =.001 and PTSD r(211) = .26, p<.001 also had higher ACEs score. Conversely, individuals with FASD who also had ID r(211) = -.17, p =.012, reported lower ACEs score. These correlations remained statistically significant even after the Benjamini-Hochberg corrections were applied – see Table 7 for adjusted corrections.
Table 6. Mean ACEs for the total sample by different comorbidities
10 most common comorbidities
|
N = 211 (%)
|
Mean ACEs (SD)
|
ADHD
|
89 (39.2)
|
2.95 (1.90)
|
Sleep disorder
|
77 (33.9)
|
3.06 (1.91)
|
Attachment disorder
|
65 (28.6)
|
3.70 (1.72)
|
Anxiety disorder
|
61 (26.9)
|
3.21 (1.90)
|
Hearing impairment
|
57 (25.1)
|
2.87 (2.03)
|
Post-traumatic stress disorder
|
55 (24.2)
|
3.89 (1.73)
|
Intellectual disability
|
48 (21.1)
|
2.30 (1.78)
|
Substance use disorder
|
35 (15.4)
|
3.63 (1.75)
|
Conduct disorder
|
27 (11.9)
|
2.88 (1.82)
|
Depression
|
27 (11.9)
|
3.50 (1.82)
|
|
|
|
0 to 2 diagnoses
|
127 (60.2)
|
2.44 (1.83)
|
3 to 5 diagnoses
|
76 (36.0)
|
3.32 (1.78)
|
6 to 8 diagnoses
|
8 (3.8)
|
4.50 (1.60)
|
Table 7: Benjamini-Hochberg corrections
|
Unadjusted
p-value
|
Hochberg Threshold
|
Hochberg correction
|
Logistic regressions from Table 4
|
“CP only” as a predictor
|
Domestic violence
|
0.023
|
0.025
|
Significant
|
Emotional neglect
|
0.000
|
0.019
|
Significant
|
Physical neglect
|
0.000
|
0.019
|
Significant
|
Drinking/substance misuse
|
0.000
|
0.013
|
Significant
|
“Justice only” as a predictor
|
Drinking/substance misuse
|
0.014
|
0.019
|
Significant
|
Domestic violence
|
0.006
|
0.013
|
Significant
|
“Both CP and Justice” as a predictor
|
Parental incarceration
|
0.024
|
0.031
|
Significant
|
Emotional Neglect
|
0.000
|
0.025
|
Significant
|
Physical Neglect
|
0.000
|
0.025
|
Significant
|
Drinking/substance misuse
|
0.000
|
0.019
|
Significant
|
Domestic violence
|
0.000
|
0.019
|
Significant
|
Correlation analyses (see text)
|
Intellectual disability
|
0.012
|
0.020
|
Significant
|
Substance use disorder
|
0.006
|
0.015
|
Significant
|
Attachment disorder
|
0.001
|
0.010
|
Significant
|
Post-traumatic stress disorder
|
0.000
|
0.005
|
Significant
|
Note. CP only = Child protection system involvement only; Justice only = Justice system involvement only; Both CP and Justice = Involvement with both the child protection and justice system