Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia
Abstract Background Numerous studies have demonstrated a strong link between child maltreatment and subsequent youth offending, leading to calls for early intervention initiatives. However, there have been few whole-population studies into the dimensions of statutory child maltreatment responses tha...
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doaj-a3b14f21ae75459394c62553dc97864e2021-09-05T11:23:08ZengBMCBMC Public Health1471-24582021-08-0121111410.1186/s12889-021-11645-4Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, AustraliaVincent Yaofeng He0Bernard Leckning1Catia Malvaso2Tamika Williams3Leanne Liddle4Steven Guthridge5Menzies School of Health Research, Building Red 9, Charles Darwin University, Casuarina campusMenzies School of Health Research, Building Red 9, Charles Darwin University, Casuarina campusUniversity of AdelaideMenzies School of Health Research, Building Red 9, Charles Darwin University, Casuarina campusAboriginal Justice Unit, Department of the Attorney-General and Justice, Northern Territory GovernmentMenzies School of Health Research, Building Red 9, Charles Darwin University, Casuarina campusAbstract Background Numerous studies have demonstrated a strong link between child maltreatment and subsequent youth offending, leading to calls for early intervention initiatives. However, there have been few whole-population studies into the dimensions of statutory child maltreatment responses that can inform these programs. The aim of this study was to investigate the sex-specific association between level and timing of child protection system (CPS) contact and youth offending. Methods This retrospective cohort study used linked individual-level records from multiple agencies, for 10,438Aboriginal children born in the Northern Territory between 1999 and 2006. The outcome measure was the first alleged offence. Key explanatory variables were level (no contact through to out-of-home care) and timing (0–4 years, 5–9 years, or both) of CPS contact. The Kaplan–Meier method was used to estimate cumulative incidence and a flexible parametric survival model to estimate hazard ratios (HR). Results Children with no record of CPS contact before age 10 had the lowest cumulative incidence of first alleged offence by age 18 (boys: 23.4% [95%CI:21.0–26.1]; girls: 6.6% [95%CI:5.3–8.2]) and those with a record of out-of-home care the highest CI (boys: 45.5% [95%CI:37.0–54.9]; girls: 18.6% [95%CI:13.0–26.2]). The association of CPS contact with the relative risk of a first alleged offence was greatest for children aged 10–13 years and decreased with age. Timing of CPS contact was also associated with increasing cumulative incidence. The relative risk for first alleged offence was generally higher for children with CPS contact, of any type, during both developmental phases including notifications during both phases (boys, HR at age 11: 8.9 [95%CI:4.2–17.2]; girls, HR at age 11: 13.7 [95%CI:3.8–48.9]) and substantiations during both phases (boys, HR at age 11: 17.0 [95%CI:9.6–30.0]; girls, HR at age 11: 54.1 [95%CI:18.1–162]). Conclusion The increased risk of offending associated with level and timing of early CPS contact highlights opportunities for a differentiated public health response to improve life trajectories for children and to reduce youth crime. Although children with unsubstantiated notifications of maltreatment do not meet the criteria for a statutory CPS response, the higher risk of offending among these children supports their inclusion in targeted preventive interventions.https://doi.org/10.1186/s12889-021-11645-4Aboriginal childrenChild abuse and neglectChild maltreatmentChild protectionCrossover childrenData-linkage |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Vincent Yaofeng He Bernard Leckning Catia Malvaso Tamika Williams Leanne Liddle Steven Guthridge |
spellingShingle |
Vincent Yaofeng He Bernard Leckning Catia Malvaso Tamika Williams Leanne Liddle Steven Guthridge Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia BMC Public Health Aboriginal children Child abuse and neglect Child maltreatment Child protection Crossover children Data-linkage |
author_facet |
Vincent Yaofeng He Bernard Leckning Catia Malvaso Tamika Williams Leanne Liddle Steven Guthridge |
author_sort |
Vincent Yaofeng He |
title |
Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia |
title_short |
Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia |
title_full |
Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia |
title_fullStr |
Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia |
title_full_unstemmed |
Opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the Northern Territory, Australia |
title_sort |
opportunities for prevention: a data-linkage study to inform a public health response to youth offending in the northern territory, australia |
publisher |
BMC |
series |
BMC Public Health |
issn |
1471-2458 |
publishDate |
2021-08-01 |
description |
Abstract Background Numerous studies have demonstrated a strong link between child maltreatment and subsequent youth offending, leading to calls for early intervention initiatives. However, there have been few whole-population studies into the dimensions of statutory child maltreatment responses that can inform these programs. The aim of this study was to investigate the sex-specific association between level and timing of child protection system (CPS) contact and youth offending. Methods This retrospective cohort study used linked individual-level records from multiple agencies, for 10,438Aboriginal children born in the Northern Territory between 1999 and 2006. The outcome measure was the first alleged offence. Key explanatory variables were level (no contact through to out-of-home care) and timing (0–4 years, 5–9 years, or both) of CPS contact. The Kaplan–Meier method was used to estimate cumulative incidence and a flexible parametric survival model to estimate hazard ratios (HR). Results Children with no record of CPS contact before age 10 had the lowest cumulative incidence of first alleged offence by age 18 (boys: 23.4% [95%CI:21.0–26.1]; girls: 6.6% [95%CI:5.3–8.2]) and those with a record of out-of-home care the highest CI (boys: 45.5% [95%CI:37.0–54.9]; girls: 18.6% [95%CI:13.0–26.2]). The association of CPS contact with the relative risk of a first alleged offence was greatest for children aged 10–13 years and decreased with age. Timing of CPS contact was also associated with increasing cumulative incidence. The relative risk for first alleged offence was generally higher for children with CPS contact, of any type, during both developmental phases including notifications during both phases (boys, HR at age 11: 8.9 [95%CI:4.2–17.2]; girls, HR at age 11: 13.7 [95%CI:3.8–48.9]) and substantiations during both phases (boys, HR at age 11: 17.0 [95%CI:9.6–30.0]; girls, HR at age 11: 54.1 [95%CI:18.1–162]). Conclusion The increased risk of offending associated with level and timing of early CPS contact highlights opportunities for a differentiated public health response to improve life trajectories for children and to reduce youth crime. Although children with unsubstantiated notifications of maltreatment do not meet the criteria for a statutory CPS response, the higher risk of offending among these children supports their inclusion in targeted preventive interventions. |
topic |
Aboriginal children Child abuse and neglect Child maltreatment Child protection Crossover children Data-linkage |
url |
https://doi.org/10.1186/s12889-021-11645-4 |
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