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Akpanekpo EI, Butler T, Srasuebkul P, Trollor JN, Kasinathan J, Greenberg D, Schofield PW, Kenny DT, Gaskin C, Simpson M, Jones J, Ekanem AM, Kariminia A. Mental health disorders, adverse childhood experiences and accelerated reoffending among justice-involved youth in Australia: A longitudinal recurrent event analysis. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2025; 101:102099. [PMID: 40286634 DOI: 10.1016/j.ijlp.2025.102099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 04/03/2025] [Accepted: 04/17/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND Mental health disorders and adverse childhood experiences (ACEs) are known risk factors for youth offending. However, most studies operationalize these factors as static and fail to distinguish between isolated reoffences and escalating patterns of criminal behaviour. The impact of mental health service engagement on interrupting cyclical, repetitive offending also remains unclear. METHODS We linked offending records (1994-2022) and mental health records (2001-2022) for 1556 justice-involved youth in New South Wales, Australia. The Prentice, Williams, and Peterson Gap Time model with time-varying effects was used to identify factors associated with accelerated reoffending during a five-year follow-up. RESULTS The median age at first conviction was 15 years for custody-supervised youth and 16 years for community-supervised youth. Among custody-supervised youth aged 14 to 17, the prevalence of ACEs, mental health disorders, and their co-occurrence were 69.6 %, 33.9 %, and 26.5 %, respectively, compared to 42.5 %, 30.8 %, and 14.8 % for community-supervised youth. Recurrent offences occurred in 64.8 % of custody-supervised youth and 52.1 % of community-supervised youth. Age, physical neglect, substance use disorders, and personality disorders demonstrated time-varying effects on reoffending risk. Additional risk factors included physical abuse, parental death, anxiety disorders, mood disorders, and previous incarceration. Mental health service contact was associated with reduced reoffending risk. CONCLUSIONS This study demonstrates the dynamic nature of criminogenic risk factors and the protective effect of mental health service engagement. Youth justice policymakers should prioritize regular mental health assessments and improved access to interventions for justice-involved youth to reduce recurrent offending and enhance public safety.
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Affiliation(s)
- Emaediong I Akpanekpo
- School of Population Health, UNSW, Sydney, New South Wales, Australia; The Kirby Institute, UNSW, Sydney, New South Wales, Australia.
| | - Tony Butler
- School of Population Health, UNSW, Sydney, New South Wales, Australia
| | - Preeyaporn Srasuebkul
- National Centre of Excellence in Intellectual Disability Health, Faculty of Medicine and Health, UNSW, Sydney, Australia
| | - Julian N Trollor
- National Centre of Excellence in Intellectual Disability Health, Faculty of Medicine and Health, UNSW, Sydney, Australia; Centre for Healthy Brain Ageing, Faculty of Medicine and Health, UNSW, Sydney, Australia
| | - John Kasinathan
- Justice Health and Forensic Mental Health Network, Sydney, New South Wales, Australia
| | - David Greenberg
- Justice Health and Forensic Mental Health Network, Sydney, New South Wales, Australia
| | - Peter W Schofield
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | | | - Claire Gaskin
- South Eastern Sydney Local Health District, Sydney, Australia
| | - Melanie Simpson
- Department of Communities and Justice, Youth Justice NSW, Sydney, New South Wales, Australia
| | - Jocelyn Jones
- National Drug Research Institute, Curtin University, Perth, Australia
| | - Anyiekere M Ekanem
- Department of Community Medicine, Faculty of Clinical Sciences, University of Uyo, Uyo, Akwa Ibom State, Nigeria
| | - Azar Kariminia
- The Kirby Institute, UNSW, Sydney, New South Wales, Australia
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Wijekulasuriya S, Lystad R, Zurynski Y, Harrison R, Braithwaite J, Mitchell R. Associations between adverse childhood experiences and health service utilisation, prescription claims, and school performance during adolescence. Soc Sci Med 2025; 368:117799. [PMID: 39938431 DOI: 10.1016/j.socscimed.2025.117799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 01/27/2025] [Accepted: 01/30/2025] [Indexed: 02/14/2025]
Abstract
Adverse childhood experiences (ACEs) can affect childhood development, often leading to detrimental outcomes in adolescence and adulthood. This study examined the characteristics of young people who experience ACEs, and the association between ACEs in childhood and health service use, prescription claims, and educational achievement in adolescence. This study utilised the Longitudinal Study of Australian Children (LSAC) Kindergarten Cohort, with biennial surveys from age 4 regarding health, social, and family domains. ACEs exposure during childhood (4-11 years) were centred on household dysfunction, including parental separation, parental substance abuse, parental mental illness, or domestic violence. LSAC survey data was linked to administrative health service and education data, which were used to determine number of health service claims, prescription claims, health service costs, and poor educational achievement during adolescence (12-19 years). Around 62% of the cohort experienced ≥1 ACE during childhood. Young people experiencing ACEs had higher odds of poor mental health and lower odds of a physical health condition in adolescence, however, ACEs were not associated with total health service claims, total prescription claims, or total health service costs in the same period. Exposure to one ACE compared to no ACEs resulted in higher odds of poor numeracy in Grade 7, and poor numeracy and poor reading achievement in Grade 9. There was inconsistent evidence of a dose-response relationship between ACEs and poor educational achievement. In this study, the association between ACEs and educational achievement, but not health service outcomes in adolescence may be due to accessibility factors. Future interventions could integrate health and social care services to better support families affected by ACEs.
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Affiliation(s)
- Shalini Wijekulasuriya
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia.
| | - Reidar Lystad
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia
| | - Yvonne Zurynski
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia
| | - Reema Harrison
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia
| | - Jeffrey Braithwaite
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia
| | - Rebecca Mitchell
- Australian Institute of Health Innovation, Level 6, 75 Talavera Rd, Macquarie University, North Ryde, NSW, 2109, Australia
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Thapa S, Ahmed KY, Giri S, Anyasodor AE, Huda MM, Gibbs P, Mahmood S, Astawesegn FH, Newman J, Ross AG. Population attributable fractions of depression and anxiety among Aboriginal and Torres Strait Islander peoples: a population-based study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 52:101203. [PMID: 39381087 PMCID: PMC11458540 DOI: 10.1016/j.lanwpc.2024.101203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/28/2024] [Accepted: 09/03/2024] [Indexed: 10/10/2024]
Abstract
Background Aboriginal and Torres Strait Islander peoples face an increased risk of common mental disorders, which may be associated with underlying socio-economic challenges, racism, and discrimination. This is the first study to calculate the population attributable fractions (PAFs) for depression and anxiety attributed to potentially modifiable risk factors such as health behaviour, social and cultural characteristics, and past adverse events among Aboriginal and Torres Strait Islander peoples aged ≥15 years. Methods This cross-sectional study examined the 2018-19 National Aboriginal and Torres Strait Islander Health Survey conducted by the Australian Bureau of Statistics. Logistic regression models were used to compute odds ratios (ORs). PAFs adjusted for communality were calculated using adjusted ORs and prevalence estimates for each risk factor. Findings This study included a weighted sample of 5362 individuals, with a mean age of 40.8 years (SD = ±17.2). Personal income below the national average (PAF = 13.4%; 95% CI: 12.4, 14.5), severed access to Indigenous cultural affiliations (PAF = 12.8%; 95% CI: 11.8, 13.8), central obesity (PAF = 7.2%; 95% CI: 6.4, 8.0), daily smoking (PAF = 5.9%; 95% CI: 5.2, 6.7) and severed access to Indigenous knowledge (PAF = 5.2%; 95% CI: 4.5, 5.8) were associated with 45% of depression cases. Personal income below the national average (PAF = 10.7%; 95% CI: 9.8, 11.7), limited access to Aboriginal Community Controlled Health Services (PAF = 10.6%; 95% CI: 9.7, 11.6), central obesity (PAF = 7.1%; 95% CI: 6.3, 7.9), severed access to Indigenous knowledge (PAF = 5.7%; 95% CI: 4.9, 6.4) and the experience of discrimination in the last 12 months (PAF = 4.7%; 95% CI: 4.0, 5.3) were associated with 39% of anxiety cases. Interpretation To reduce the burden of depression and anxiety disorder among Aboriginal and Torres Strait Islander peoples, addressing socio-economic and cultural harms that constrain healthy connections to people/kin, their rights, languages, land, and healthy food sources should be a priority. Funding This work was funded by a grant from the Commonwealth of Australia, represented by the Department of Health and Aged Care (Grant Activity 4-DGEJZ1O/4-CW7UT14).
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Affiliation(s)
- Subash Thapa
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | - Kedir Y. Ahmed
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | - Santosh Giri
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | | | - M. Mamun Huda
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | - Peter Gibbs
- Regional Enterprise Development Institute (REDI.E), Dubbo, NSW, 2830, Australia
| | - Shakeel Mahmood
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | - Feleke H. Astawesegn
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
| | - Jamie Newman
- Orange Aboriginal Medical Service (OAMS), Orange, NSW, 2800, Australia
| | - Allen G. Ross
- Rural Health Research Institute (RHRI), Charles Sturt University, Orange, NSW, 2800, Australia
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Thapa S, Gibbs P, Ross N, Newman J, Allan J, Dalton H, Mahmood S, Kalinna BH, Ross AG. Are adverse childhood experiences (ACEs) the root cause of the Aboriginal health gap in Australia? BMJ Glob Health 2024; 9:e014901. [PMID: 38442985 DOI: 10.1136/bmjgh-2023-014901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 02/04/2024] [Indexed: 03/07/2024] Open
Affiliation(s)
- Subash Thapa
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
| | - Peter Gibbs
- Regional Enterprise Development Institute (REDI.E), Dubbo, New South Wales, Australia
| | - Nancy Ross
- School of Social Work, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jamie Newman
- Orange Aboriginal Medical Service, Orange, New South Wales, Australia
| | - Julaine Allan
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
| | - Hazel Dalton
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
| | - Shakeel Mahmood
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
| | - Bernd H Kalinna
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
| | - Allen G Ross
- Rural Health Research Institute, Charles Sturt University, Orange, New South Wales, Australia
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