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Järvinen A, Lichtenstein P, D'Onofrio BM, Fazel S, Kuja-Halkola R, Latvala A. Health, behavior, and social outcomes among offspring of parents with criminal convictions: a register-based study from Sweden. J Child Psychol Psychiatry 2024. [PMID: 38736394 DOI: 10.1111/jcpp.14003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/15/2024] [Indexed: 05/14/2024]
Abstract
BACKGROUND There is currently insufficient understanding of the health and behavior of children whose parents engage in criminal behavior. We examined associations between parental criminal convictions and wide range of offspring health, behavioral, and social outcomes by age 18 in a large, national sample, aiming to get a comprehensive picture of the risks among children of offending parents. METHODS We studied 1,013,385 individuals born in Sweden between 1987 and 1995, and their parents. Using data from several longitudinal nationwide registers, we investigated parental convictions and 85 offspring outcomes until the end of 2013, grouped into birth-related conditions, psychiatric and somatic disorders, accidents and injuries, mortality, school achievement, violent victimization, and criminality. Cox proportional hazards regression and logistic regression models were used to examine the associations. The role of genetic factors in intergenerational associations was studied in children-of-siblings analyses. We also examined the co-occurrence of multiple outcomes using Poisson regression. RESULTS A total of 223,319 (22.0%) individuals had one parent convicted and 31,241 (3.1%) had both parents convicted during the first 18 years of their life. The strongest associations were found between parental convictions and offspring behavioral problems, substance use disorders, poor school achievement, violent victimization, and criminality, with an approximately 2 to 2.5-fold increased risk in children with one convicted parent and 3- to 4-fold increased risk in children with two convicted parents. The risks were particularly elevated among children of incarcerated parents with a history of violent convictions. The associations appeared to be at least partly explained by genetic influences. Parental convictions were also associated with an increased likelihood of experiencing multiple outcomes. CONCLUSIONS Our findings help to calibrate the risks of a wide range of adverse outcomes associated with parental convictions and may be used to guide prevention efforts and identify key areas for future research.
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Affiliation(s)
- Aurora Järvinen
- Institute of Criminology and Legal Policy, University of Helsinki, Helsinki, Finland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Brian M D'Onofrio
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA
| | - Seena Fazel
- Department of Psychiatry, University of Oxford, Oxford, UK
- Oxford Health NHS Foundation Trust, Oxford, UK
| | - Ralf Kuja-Halkola
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Antti Latvala
- Institute of Criminology and Legal Policy, University of Helsinki, Helsinki, Finland
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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2
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Dadi AF, He V, Nutton G, Su JY, Guthridge S. Predicting child development and school readiness, at age 5, for Aboriginal and non-Aboriginal children in Australia's Northern Territory. PLoS One 2023; 18:e0296051. [PMID: 38117820 PMCID: PMC10732444 DOI: 10.1371/journal.pone.0296051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 12/05/2023] [Indexed: 12/22/2023] Open
Abstract
BACKGROUND Positive early development is critical in shaping children's lifelong health and wellbeing. Identifying children at risk of poor development is important in targeting early interventions to children and families most in need of support. We aimed to develop a predictive model that could inform early support for vulnerable children. METHODS We analysed linked administrative records for a birth cohort of 2,380 Northern Territory children (including 1,222 Aboriginal children) who were in their first year of school in 2015 and had a completed record from the Australian Early Development Census (AEDC). The AEDC measures early child development (school readiness) across five domains of development. We fitted prediction models, for AEDC weighted summary scores, using a Partial Least Square Structural Equation Model (PLS-SEM) considering four groups of factors-pre-pregnancy, pregnancy, known at birth, and child-related factors. We first assessed the models' internal validity and then the out-of-sample predictive power (external validity) using the PLSpredict procedure. RESULT We identified separate predictive models, with a good fit, for Aboriginal and non-Aboriginal children. For Aboriginal children, a significant pre-pregnancy predictor of better outcomes was higher socioeconomic status (direct, β = 0.22 and indirect, β = 0.16). Pregnancy factors (gestational diabetes and maternal smoking (indirect, β = -0.09) and child-related factors (English as a second language and not attending preschool (direct, β = -0.28) predicted poorer outcomes. Further, pregnancy and child-related factors partially mediated the effects of pre-pregnancy factors; and child-related factors fully mediated the effects of pregnancy factors on AEDC weighted scores. For non-Aboriginal children, pre-pregnancy factors (increasing maternal age, socioeconomic status, parity, and occupation of the primary carer) directly predicted better outcomes (β = 0.29). A technical observation was that variance in AEDC weighted scores was not equally captured across all five AEDC domains; for Aboriginal children results were based on only three domains (emotional maturity; social competence, and language and cognitive skills (school-based)) and for non-Aboriginal children, on a single domain (language and cognitive skills (school-based)). CONCLUSION The models give insight into the interplay of multiple factors at different stages of a child's development and inform service and policy responses. Recruiting children and their families for early support programs should consider both the direct effects of the predictors and their interactions. The content and application of the AEDC measurement need to be strengthened to ensure all domains of a child's development are captured equally.
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Affiliation(s)
- Abel Fekadu Dadi
- Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
| | - Vincent He
- Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
| | - Georgina Nutton
- College of Indigenous Futures, Education and the Arts, Charles Darwin University, Darwin Northern Territory, Australia
| | - Jiunn-Yih Su
- Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
| | - Steven Guthridge
- Menzies School of Health Research, Charles Darwin University, Darwin, Northern Territory, Australia
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3
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Bell MF, Segal L, Dennison S, Kinner SA, Dawe S, Spittal MJ, Preen DB. Numeracy and literacy attainment of children exposed to maternal incarceration and other adversities: A linked data study. J Sch Psychol 2023; 100:101241. [PMID: 37689438 DOI: 10.1016/j.jsp.2023.101241] [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: 12/06/2021] [Revised: 02/20/2023] [Accepted: 07/27/2023] [Indexed: 09/11/2023]
Abstract
Parental incarceration has been associated with educational disadvantages for children, such as lower educational attainment, increased grade retention, and truancy and suspensions. However, children exposed to parental incarceration often experience other adversities that are also associated with educational disadvantage; the contribution of these co-occurring adversities has not been considered in previous research. This study aimed to investigate the educational outcomes of children exposed to (a) maternal incarceration alone and (b) maternal incarceration plus other adversities (i.e., maternal mental illness and/or child protective services [CPS] contact). We used linked administrative data for a sample of children whose mothers were incarcerated during the children's childhood (i.e., from the time of mother's pregnancy through the child's 18th birthday; n = 3828) and a comparison group of children whose mothers had not been incarcerated (n = 9570). Multivariate multinomial logistic regressions examined the association between exposure to the three adversities (i.e., maternal incarceration, maternal mental illness, and child CPS contact) and above or below average reading and numeracy attainment in Grades 3, 5, 7 and 9. At all grade levels, children exposed to maternal incarceration alone and those exposed to maternal incarceration plus other adversities had increased odds of below average numeracy and reading attainment and decreased odds of above average numeracy and reading attainment compared to children without any of the recorded exposures. Children exposed to maternal incarceration and CPS contact and those exposed to all three adversities had increased odds of below average reading and numeracy attainment compared to children exposed to maternal incarceration alone. The findings highlight the complex needs of children of incarcerated mothers that must be considered when designing and delivering educational support programs. These children would benefit from the implementation of multi-tiered, trauma-informed educational and clinical services.
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Affiliation(s)
- Megan F Bell
- School of Population and Global Health, University of Western Australia, Crawley, Western Australia, Australia.
| | - Leonie Segal
- Australian Centre for Precision Health, University of South Australia, Adelaide, South Australia, Australia.
| | - Susan Dennison
- School of Criminology and Criminal Justice, Griffith University, Mt Gravatt, Queensland, Australia; Griffith Criminology Institute, Griffith University, Mt Gravatt, Queensland, Australia.
| | - Stuart A Kinner
- Griffith Criminology Institute, Griffith University, Mt Gravatt, Queensland, Australia; Justice Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia; Centre for Adolescent Health, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, New South Wales, Australia; Mater Research Institute-UQ, University of Queensland, South Brisbane, Queensland, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
| | - Sharon Dawe
- School of Psychology, Griffith University, Mt Gravatt, Queensland, Australia.
| | - Matthew J Spittal
- Justice Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia.
| | - David B Preen
- School of Population and Global Health, University of Western Australia, Crawley, Western Australia, Australia.
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4
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Harris F, Dean K, Watkeys OJ, Laurens KR, Tzoumakis S, Carr VJ, Green MJ. Conditions of Birth and Early Childhood Developmental Risk for Mental Disorders. Child Psychiatry Hum Dev 2023:10.1007/s10578-023-01549-2. [PMID: 37270433 DOI: 10.1007/s10578-023-01549-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/23/2023] [Indexed: 06/05/2023]
Abstract
Distinct classes of children in the general population are at increased odds of later mental illness and other adverse outcomes according to patterns of early childhood developmental vulnerability. If certain risk factors known at the time of birth are reliably associated with membership in early childhood risk classes, then preventative interventions could be initiated in the earliest years of life. Associations between 14 factors known at the time of birth and membership in early childhood risk classes were examined in 66,464 children. Risk class membership was associated with maternal mental illness, parental criminal charges and being male; distinct patterns of association were shown for some conditions, for example, prenatal child protection notification was uniquely associated with misconduct risk'. These findings suggest that risk factors known at the time of birth could assist in very early detection of children who may benefit from early intervention in the first 2000 days.
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Affiliation(s)
- Felicity Harris
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Kimberlie Dean
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- Justice Health & Forensic Mental Network, Matraville, NSW, Australia
| | - Oliver J Watkeys
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
| | - Kristin R Laurens
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, QLD, Australia
| | - Stacy Tzoumakis
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- Griffith Criminology Institute, Griffith University, Southport, QLD, Australia
- School of Criminology and Criminal Justice, Griffith University, Southport, QLD, Australia
| | - Vaughan J Carr
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
- Department of Psychiatry, Monash University, Melbourne, VIC, Australia
| | - Melissa J Green
- Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, NSW, Australia.
- Neuroscience Research Australia, Sydney, NSW, Australia.
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5
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Cumming C, Bell MF, Segal L, Spittal MJ, Kinner SA, Dennison S, Dawe S, Preen DB. Maternal incarceration increases the risk of self-harm but not suicide: a matched cohort study. Epidemiol Psychiatr Sci 2023; 32:e33. [PMID: 37161898 PMCID: PMC10227533 DOI: 10.1017/s2045796023000264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 03/31/2023] [Accepted: 04/19/2023] [Indexed: 05/11/2023] Open
Abstract
AIMS Children of incarcerated mothers are at increased risk of experiencing multiple adversity such as poverty, mental illness and contact with child protection services (CPS), including being taken into out of home care (OOHC). However, little is known about whether these children are at increased risk of suicide or self-harm compared to children not exposed to maternal incarceration or about the factors that may contribute to this. We aimed to investigate differences in the risk of suicide and self-harm between children exposed to maternal incarceration and those not exposed and examine how socio-demographic factors, maternal mental illness and CPS contact (with or without OOHC) may affect these outcomes. METHODS We used a retrospective matched cohort study design, comparing 7674 children exposed to maternal incarceration with 7674 non-exposed children. We used multivariable Cox proportional hazards regression to compare the risk of suicide and self-harm between exposed and non-exposed groups, controlling for geographical remoteness, CPS contact and maternal mental illness. RESULTS There was no significant difference in the rate of suicide (rate ratio [RR] = 1.49; 95% confidence interval [CI]: 0.78, 2.87) or risk of suicide (adjusted hazard ratio [aHR] = 0.92; 95% CI: 0.43, 1.96) between the two groups. However, the exposed group had a significantly higher rate of self-harm (RR = 2.83; 95% CI: 2.50, 3.21) and a significantly higher risk of self-harm (aHR = 1.74; 95% CI: 1.45, 2.09) compared to those non-exposed. CPS contact with or without OOHC was independently associated with an increased risk of self-harm for both groups. CONCLUSION Children exposed to maternal incarceration are at an increased risk of self-harm and should be prioritized to receive targeted, multimodal support that continues after the mother's release from prison. The association between CPS contact and self-harm warrants further research.
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Affiliation(s)
- Craig Cumming
- School of Population and Global Health, The University of Western Australia, Crawley, Australia
| | - Megan F. Bell
- School of Population and Global Health, The University of Western Australia, Crawley, Australia
| | - Leonie Segal
- Australian Centre for Precision Health, University of South Australia, Adelaide, Australia
| | - Matthew J. Spittal
- Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Australia
| | - Stuart A. Kinner
- Centre for Adolescent Health, Murdoch Children’s Research Institute, Melbourne, Australia
- Justice Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Australia
- Griffith Criminology Institute, Griffith University, Brisbane, Australia
- School of Population Health, Curtin University, Perth, Australia
| | - Susan Dennison
- Griffith Criminology Institute, Griffith University, Brisbane, Australia
- School of Criminology and Criminal Justice, Griffith University, Brisbane, Australia
| | - Sharon Dawe
- School of Applied Psychology, Griffith University, Brisbane, Australia
- The Hopkins Centre, Griffith University, Brisbane, Australia
| | - David B. Preen
- School of Population and Global Health, The University of Western Australia, Crawley, Australia
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6
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Azad C, Guglani V, Siddiqui A, Singh S. Psychopathological Aspects in Children with Epilepsy and Its Contributing Factors: A Cross-Sectional Study from India. J Neurosci Rural Pract 2022; 13:301-306. [PMID: 35694050 PMCID: PMC9187380 DOI: 10.1055/s-0042-1743459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Background
Children with epilepsy (CWE) are at high risk of psychopathological problems because of neurobiological, social, and treatment factors.
Objectives
This study was conducted to estimate the prevalence of psychopathological problems in CWE and their contributing factors.
Methods
This cross-sectional study was done in pediatric neurology clinic and outpatient department of a government medical college in Northern India. Children between the ages of 4 and 14 years with intelligence quotient > 70 were enrolled; for CWE, the criteria were antiepileptic drugs therapy for more than 6 months and for controls it was being free from any chronic illness. Childhood Psychopathology Measurement Schedule (CPMS) was used for assessing psychopathological problems.
Results
A total of 135 CWE and 70 controls were enrolled, groups were similar in respect of age, gender, socioeconomic status, and family history. CWE group had significantly high mean
±
standard deviation CPMS scores (13.68
±
10.57) as compared with controls (9.75
±
7.97) (
p
< 0.0001). These scores were particularly high in sectors of low intelligence, conduct disorder, psychotic symptoms, and depression. Academic performance was significantly poor in CWE (39%) versus controls (6%) (
p
0.042). Age of onset, duration, type, and etiology of epilepsy had no significant relation with CPMS scores. Polytherapy and treatment with valproate were associated with high CPMS scores (
p
0.005 and 0.045).
Conclusion
Psychopathological problems are frequently associated with epilepsy in children and antiepileptic drug therapy might contribute to it.
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Affiliation(s)
- Chandrika Azad
- Department of Pediatrics, Government Medical College and Hospital, Chandigarh, India
| | - Vishal Guglani
- Department of Pediatrics, Government Medical College and Hospital, Chandigarh, India
| | - Anam Siddiqui
- Department of Pediatrics, Government Medical College and Hospital, Chandigarh, India
| | - Sukhvinder Singh
- Department of General Medicine, Dr. Harvansh Singh Judge Institute of Dental Sciences, Punjab University, Chandigarh, India
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7
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Green MJ, Watkeys OJ, Kariuki M, Hindmarsh G, Whitten T, Dean K, Laurens KR, Harris F, Carr VJ. Forecasting childhood adversities from conditions of birth. Paediatr Perinat Epidemiol 2022; 36:230-242. [PMID: 35107846 DOI: 10.1111/ppe.12828] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 09/30/2021] [Accepted: 10/03/2021] [Indexed: 01/14/2023]
Abstract
BACKGROUND Childbirth presents an optimal time for identifying high-risk families to commence intervention that could avert various childhood health and social adversities. OBJECTIVE We sought to establish the minimum set of exposures required to accurately predict a range of adverse childhood outcomes up to the age of 13 years, from a set of 14 individual and familial risk exposures evident at the time of birth. METHODS Participants were 72,059 Australian children and their parents drawn from a multi-register population cohort study (data spanning 1994-2018). Risk exposures included male sex, young mother (aged ≤21 years), no (or late first; >16 weeks) antenatal visit, maternal smoking during pregnancy, small for gestational age, preterm birth, pregnancy complications (any of hypertension, diabetes mellitus, gestational diabetes or pre-eclampsia), >2 previous pregnancies of ≥20 weeks, socio-economic disadvantage, prenatal child protection notification, and maternal or paternal mental disorder or criminal offending history. Individual outcomes included early childhood developmental vulnerability (age 5 years), sustained educational underachievement (age 8 and 10 years), mental disorder diagnoses, substantiated childhood maltreatment, and contact with the police as a victim or person-of-interest up to age 13-14 years. RESULTS Risk exposures at birth predicted individual childhood outcomes with fair to excellent accuracy: the area under the receiver operating characteristic curves ranged between 0.60 (95% CI 0.58, 0.62) for childhood mental disorder and 0.83 (95% CI 0.82, 0.85) for substantiated child maltreatment. The presence of five or more exposures characterised 12-25% of children with one or more adverse outcomes and showed high predictive certainty for models predicting multiple outcomes, which were apparent in 9% of the population. CONCLUSIONS Up to a quarter of the neonatal population at risk of multiple adverse outcomes can be detected at birth, with implications for population health screening. However, cautious implementation of these models is warranted, given their relatively low positive predictive values.
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Affiliation(s)
- Melissa J Green
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Oliver J Watkeys
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Maina Kariuki
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Gabrielle Hindmarsh
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Tyson Whitten
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,School of Social Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Kimberlie Dean
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Justice Health & Forensic Mental Network, Matraville, New South Wales, Australia
| | - Kristin R Laurens
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,School of Psychology and Counselling, Queensland University of Technology (QUT), Brisbane, Queensland, Australia
| | - Felicity Harris
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Vaughan J Carr
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Neuroscience Research Australia, Sydney, New South Wales, Australia.,Department of Psychiatry, Monash University, Melbourne, Victoria, Australia
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8
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Laurens KR, Dean K, Whitten T, Tzoumakis S, Harris F, Waddy N, Prendergast T, Taiwo M, Carr VJ, Green MJ. Early childhood predictors of elementary school suspension: An Australian record linkage study. JOURNAL OF APPLIED DEVELOPMENTAL PSYCHOLOGY 2021. [DOI: 10.1016/j.appdev.2021.101343] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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9
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Green MJ, Piotrowska PJ, Tzoumakis S, Whitten T, Laurens KR, Butler M, Katz I, Harris F, Carr VJ. Profiles of Resilience from Early to Middle Childhood among Children Known to Child Protection Services. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY 2021:1-13. [PMID: 34554857 DOI: 10.1080/15374416.2021.1969652] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The processes facilitating resilience are likely to be influenced by individual, familial and contextual factors that are dynamic across the life-course. These factors have been less studied in relation to resilience profiles evident in the developmental period between early to middle childhood, relative to later periods of adolescence or adulthood. METHOD This study examined factors associated with resilience in a cohort of 4,716 children known to child protection services by age 13 years, in the Australian State of New South Wales. Latent profile and transition analyses were used to identify multi-dimensional profiles of resilience as evident in social, emotional and cognitive functioning when assessed in early childhood (time 1 [T1], age 5-6 years) and middle childhood (time 2 [T2], age 10-11 years). Logistic regression models were used to investigate factors associated with two types of resilience identified: a transition profile of stress-resistance (i.e., represented by a typically developing profile at both T1 and T2) delineated in the largest subgroup (54%) of children, and a smaller subgroup (13%) with a profile of emergent resilience (i.e., typically developing at T2 following a vulnerable profile at T1). RESULTS Factors associated with resilience profiles included being female, and personality characteristics of openness and extraversion; other factors associated with stress-resistance, specifically, included higher socioeconomic status, non-Indigenous background, higher perceived port at home and at school, and not having a parent with a history of criminal offending. CONCLUSIONS Resilience processes appear to involve a complex interplay between individual, family, and community characteristics requiring interagency support.
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Affiliation(s)
- Melissa J Green
- School of Psychiatry, University of New South Wales.,Neuroscience Research Australia (NeuRA)
| | | | - Stacy Tzoumakis
- School of Criminology and Criminal Justice, Griffith University.,School of Law, Society and Criminology, University of New South Wales (UNSW, Sydney)
| | - Tyson Whitten
- School of Psychiatry, University of New South Wales.,School of Social Science, University of Adelaide
| | - Kristin R Laurens
- School of Psychology and Counselling, Queensland University of Technology (QUT)
| | | | - Ilan Katz
- School of Psychiatry, University of New South Wales
| | | | - Vaughan J Carr
- School of Psychiatry, University of New South Wales.,Neuroscience Research Australia (NeuRA).,Department of Psychiatry, Monash University
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10
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Piotrowska PJ, Whitten T, Tzoumakis S, Laurens KR, Katz I, Carr VJ, Harris F, Green MJ. Transitions between socio-emotional and cognitive vulnerability profiles from early to middle childhood: a population study using multi-agency administrative records. Eur Child Adolesc Psychiatry 2020; 29:1659-1670. [PMID: 32020304 DOI: 10.1007/s00787-020-01475-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 01/08/2020] [Indexed: 12/12/2022]
Abstract
Adult psychosocial difficulties, including psychiatric disorders, are often preceded by childhood psychosocial vulnerabilities, presenting critical windows of opportunity for preventative intervention. The present study aimed to identify longitudinal patterns (representing transitions between profiles) of childhood socio-emotional and cognitive vulnerability in the general population from early to middle childhood, in relation to key risk factors (e.g. parental mental illness and offending). Data were drawn from the New South Wales Child Development Study, which combines intergenerational multi-agency administrative records with cross-sectional assessments using data linkage methods. We analysed data from childhood assessments of socio-emotional and cognitive functioning at two time points (ages 5-6 and 10-11 years) that were linked with administrative data from government departments of health, child protection, and education for 19,087 children and their parents. Latent profile analyses were used to identify socio-emotional and cognitive profiles at each time point, and latent transition analyses were used to determine the probability and potential moderators of transition between profiles at each age. Three developmental profiles were identified in early childhood, reflecting typically developing, emotionally vulnerable, and cognitively vulnerable children, respectively; two profiles were identified in middle childhood, reflecting typically developing and vulnerable children. Child's sex, child protection services contact, parental mental illness, and parental offending influenced children's transitions between different vulnerability profiles, with the strongest effects for parental mental illness and child protection contact. Early detection of vulnerable children and factors promoting resilience are important steps in directing future health and social policy, and service planning for vulnerable children.
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Affiliation(s)
| | | | - Stacy Tzoumakis
- University of New South Wales, Sydney, Australia.,Griffith University, Gold Coast, Australia
| | - Kristin R Laurens
- University of New South Wales, Sydney, Australia.,Queensland University of Technology, Brisbane, Australia
| | - Ilan Katz
- University of New South Wales, Sydney, Australia
| | - Vaughan J Carr
- Neuroscience Research Australia (NeuRA), Sydney, Australia.,University of New South Wales, Sydney, Australia.,Monash University, Melbourne, Australia
| | | | - Melissa J Green
- Neuroscience Research Australia (NeuRA), Sydney, Australia. .,University of New South Wales, Sydney, Australia.
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11
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Whitten T, Laurens KR, Tzoumakis S, Kaggodaarachchi S, Green MJ, Harris F, Carr VJ, Dean K. The influence of parental offending on the continuity and discontinuity of children's internalizing and externalizing difficulties from early to middle childhood. Soc Psychiatry Psychiatr Epidemiol 2019; 54:965-975. [PMID: 30756149 DOI: 10.1007/s00127-019-01670-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 02/04/2019] [Indexed: 12/14/2022]
Abstract
PURPOSE Although parental criminal offending is a recognized risk factor for conduct problems among offspring, its impact on the continuity and discontinuity of children's behavioural and emotional difficulties during the early development is less well known. We used data from a large, population-based record-linkage project to examine the relationship between parental offending and the continuity and discontinuity of children's conduct, attentional, and emotional difficulties from early to middle childhood while also considering the role of timing of the parental offending exposure. METHOD Data for 19,208 children and their parents were drawn from the New South Wales Child Development Study. Multinomial regression analyses tested associations between mother's and father's history and timing of any and violent offending, and patterns of continuity or discontinuity in offspring emotional, conduct, and attentional difficulties between ages 5 and 11 years. RESULTS Maternal and paternal offending each conferred a significantly increased risk of all the patterns of developmental difficulties, including those limited to age 5 only (remitting problems), to age 11 only (incident problems), and to difficulties present at both ages 5 and 11 years (persisting problems). Greatest odds were observed for persisting conduct problems. Paternal offending that continued through early and middle childhood had the greatest association with child difficulties, while the timing of maternal offending had a less prominent effect on child developmental difficulties. CONCLUSION Parental offending is a strong risk factor for early and pervasive behavioural and emotional problems in offspring, and may be a key indicator of high risk for later antisocial behaviour.
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Affiliation(s)
- Tyson Whitten
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia.
| | - Kristin R Laurens
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- School of Psychology and Counselling, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, QLD, Australia
| | - Stacy Tzoumakis
- School of Social Sciences, University of New South Wales, Sydney, NSW, Australia
| | | | - Melissa J Green
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
| | - Felicity Harris
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Vaughan J Carr
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
- Department of Psychiatry, Monash University, Melbourne, VIC, Australia
| | - Kimberlie Dean
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Justice Health and Forensic Mental Health Network, Matraville, NSW, Australia
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12
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Whitten T, Green MJ, Laurens KR, Tzoumakis S, Harrs F, Carr V, Dean K. Parental offending and children's emergency department presentations in New South Wales, Australia. J Epidemiol Community Health 2019; 73:832-838. [PMID: 31152075 DOI: 10.1136/jech-2019-212392] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 04/25/2019] [Accepted: 05/09/2019] [Indexed: 11/03/2022]
Abstract
OBJECTIVES Children whose parents have a history of criminal offending may be at risk of higher rates of emergency department (ED) presentation, along with other adverse health outcomes. We used data from a large, population-based record linkage project to examine the association between maternal and paternal criminal offending and the incidence of ED presentations among child offspring. METHODS Data for 72 772 children with linked parental records were drawn from the New South Wales Child Development Study. Information on parental criminal offending (spanning 1994-2016) and child ED presentations (spanning 2005-2016; approximately ages 2-12 years) was obtained from linked administrative records. Cox proportional hazards regression analyses were conducted to examine the association between parental offending and the incidence of children's ED presentations for any reason and for physical injury, while accounting for important covariates. RESULTS Child rates of ED presentation, particularly for physical injury, were higher among those with parental history of criminal offending, after adjusting for covariates. The magnitude of the association was higher for paternal criminal offending (ED presentation for any reason: HR=1.44 (95% CI 1.41 to 1.48); physical injury: HR=1.70 (95% CI 1.65 to 1.75)) than maternal criminal offending (any reason: HR=0.99 (95% CI 0.95 to 1.03); physical injury: HR=1.05 (95% CI 1.00 to 1.10)). CONCLUSION Children of parents, particularly of fathers, with a history of criminal offending have an increased incidence of ED presentation, including for potentially avoidable physical injury. These findings require replication and further research to understand the mechanisms underlying these associations.
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Affiliation(s)
- Tyson Whitten
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Melissa J Green
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Kristin R Laurens
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Stacy Tzoumakis
- School of Social Science, University of New South Wales, Sydney, New South Wales, Australia
| | - Felicity Harrs
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Vaughan Carr
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.,Neuroscience Research Australia, Sydney, New South Wales, Australia.,Department of Psychiatry, Monash University, Clayton, Victoria, Australia
| | - Kimberlie Dean
- School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia .,Justice Health and Forensic Mental Health Network, Matraville, New South Wales, Australia
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13
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Tzoumakis S, Carr VJ, Dean K, Laurens KR, Kariuki M, Harris F, Green MJ. Prenatal maternal smoking, maternal offending, and offspring behavioural and cognitive outcomes in early childhood. CRIMINAL BEHAVIOUR AND MENTAL HEALTH : CBMH 2018; 28:397-408. [PMID: 30256470 DOI: 10.1002/cbm.2089] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Revised: 04/16/2018] [Accepted: 08/07/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Maternal smoking during pregnancy and parental offending are both linked to adverse offspring outcomes. Few studies have examined how these exposures together influence diverse offspring outcomes in early childhood. AIMS To examine associations between quantity of prenatal maternal smoking and frequency of maternal offending and offspring behavioural and cognitive outcomes at age 5 years. METHODS Over 66,000 Australian children (mean age 5.6 years) were drawn from an intergenerational data linkage study. Unadjusted and adjusted logistic regressions were conducted for the two key exposures (maternal prenatal smoking and mother having at least two criminal convictions) and offspring behavioural and cognitive vulnerabilities. Population attributable fractions (PAFs) were also estimated for each outcome for the two exposures. RESULTS Prenatal smoking and maternal offending were, separately and together, associated with most of the developmental vulnerabilities examined, even after adjusting for other familial and prenatal risk factors. PAFs for prenatal smoking ranged from 5.3% to 15.8%, and PAFs for maternal offending ranged from 3.4% to 11.8% across the offspring outcomes. CONCLUSIONS Maternal smoking during pregnancy and maternal offending were uniquely associated with a range of offspring vulnerabilities, but mothers who smoked during pregnancy tended to experience multiple problems that should also be considered as indicators of child vulnerabilities. While early behavioural difficulties were evident in these children, it was striking that they were also likely to have cognitive vulnerabilities. Early intervention to support cognitive development in these children may minimise their risk of academic underachievement, long-term disadvantage, and even offending.
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Affiliation(s)
- Stacy Tzoumakis
- School of Social Sciences, University of New South Wales, Sydney, Australia
| | - Vaughan J Carr
- School of Psychiatry, University of New South Wales, Sydney, Australia
- Neuroscience Research Australia, Sydney, Australia
- Department of Psychiatry, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Kimberlie Dean
- School of Psychiatry, University of New South Wales, Sydney, Australia
- Justice Health and Forensic Mental Health Network, Sydney, New South Wales, Australia
| | - Kristin R Laurens
- School of Psychiatry, University of New South Wales, Sydney, Australia
- School of Psychology, Australian Catholic University, Banyo, Queensland, Australia
| | - Maina Kariuki
- School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Felicity Harris
- School of Psychiatry, University of New South Wales, Sydney, Australia
| | - Melissa J Green
- School of Psychiatry, University of New South Wales, Sydney, Australia
- Neuroscience Research Australia, Sydney, Australia
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Green MJ, Harris F, Laurens KR, Kariuki M, Tzoumakis S, Dean K, Islam F, Rossen L, Whitten T, Smith M, Holbrook A, Bore M, Brinkman S, Chilvers M, Sprague T, Stevens R, Carr VJ. Cohort Profile: The New South Wales Child Development Study (NSW-CDS)—Wave 2 (child age 13 years). Int J Epidemiol 2018; 47:1396-1397k. [DOI: 10.1093/ije/dyy115] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 05/28/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Melissa J Green
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
| | - Felicity Harris
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Kristin R Laurens
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- School of Psychology, Australian Catholic University, Brisbane, QLD, Australia
| | - Maina Kariuki
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Stacy Tzoumakis
- School of Social Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Kimberlie Dean
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Justice Health & Forensic Mental Health Network, Matraville, NSW, Australia
| | - Fakhrul Islam
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Larissa Rossen
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Tyson Whitten
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
| | - Maxwell Smith
- School of Education, University of Newcastle, Newcastle, NSW, Australia
| | - Allyson Holbrook
- School of Education, University of Newcastle, Newcastle, NSW, Australia
| | - Miles Bore
- School of Psychology, University of Newcastle, Newcastle, NSW, Australia
| | - Sally Brinkman
- Telethon Kids Institute, Perth, WA, Australia
- Centre for Child Health Research, University of Western Australia, Perth, WA, Australia
- Australia Institute for Social Research, University of Adelaide, Adelaide, SA, Australia
| | - Marilyn Chilvers
- NSW Department of Family and Community Services, New South Wales, Australia
| | | | | | - Vaughan J Carr
- School of Psychiatry, University of New South Wales, Sydney, NSW, Australia
- Neuroscience Research Australia, Sydney, NSW, Australia
- Department of Psychiatry, Monash University, Melbourne, VIC, Australia
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Tzoumakis S, Dean K, Green MJ, Zheng C, Kariuki M, Harris F, Carr VJ, Laurens KR. The impact of parental offending on offspring aggression in early childhood: a population-based record linkage study. Soc Psychiatry Psychiatr Epidemiol 2017; 52:445-455. [PMID: 28204921 DOI: 10.1007/s00127-017-1347-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 01/13/2017] [Indexed: 02/02/2023]
Abstract
PURPOSE To examine the impact of parental criminal offending, both paternal and maternal, on offspring aggression at age 5 years, while also considering key risk factors, including parental mental illness, child's sex, and socioeconomic disadvantage. METHODS The sample comprised 69,116 children, with linked parental information, from the New South Wales Child Development Study, a population-based multi-agency, multi-generational record linkage study that combines information from a teacher-reported cross-sectional survey of early childhood development at age 5 years (the 2009 Australian Early Development Census; AEDC) with data obtained via administrative records from multiple sources (e.g., health, crime, education, and welfare). Hierarchical logistic regression analyses were conducted to determine the effects of maternal and paternal criminal court appearances (frequency and type of offending), and mental health service contacts, on offspring aggression measured in the AEDC. RESULTS Having a parent with a history of offending was significantly associated with high levels of offspring aggression in early childhood. The strength of association was greatest when parents were involved in frequent (≥6 offences: adjusted odds ratio [aOR] range = 1.55-1.73) and violent (aOR range = 1.49-1.63) offending. Both maternal and paternal offending remained significant predictors of offspring aggression after accounting for parental mental illness, and associations were similar in magnitude for maternal and paternal offending histories. CONCLUSIONS Parental history of severe criminal offending increased the risk of high levels of aggression in offspring during early childhood, highlighting the need for intervention with families during this key developmental period.
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Affiliation(s)
- Stacy Tzoumakis
- School of Social Sciences, UNSW Australia, UNSW Australia Kensington Campus, Room G21, Morven Brown Building, Sydney, 2052, NSW, Australia. .,School of Psychiatry, UNSW Australia, Sydney, Australia. .,Neuroscience Research Australia, Sydney, Australia.
| | - Kimberlie Dean
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia.,Justice Health & Forensic Mental Health Network, Sydney, NSW, Australia
| | - Melissa J Green
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia
| | | | - Maina Kariuki
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia
| | - Felicity Harris
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia
| | - Vaughan J Carr
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia.,Department of Psychiatry, School of Clinical Sciences, Monash University, Melbourne, Australia
| | - Kristin R Laurens
- School of Psychiatry, UNSW Australia, Sydney, Australia.,Neuroscience Research Australia, Sydney, Australia
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