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Background: Neurobiological measures have been associated with delinquent behaviour, but little is known about the predictive power of these measures for criminal recidivism and whether they have incremental value over and above demographic and behavioural measures. This study examined whether selected measures of autonomic functioning, functional neuroimaging and electroencephalography predict overall and serious recidivism in a sample of 127 delinquent young adults. Methods: We assessed demographics; education and intelligence; previous delinquency and drug use; behavioural traits, including aggression and psychopathy; and neurobiological measures, including heart rate, heart rate variability, functional brain activity during an inhibition task and 2 electroencephalographic measures of error-processing. We tested longitudinal associations with recidivism using Cox proportional hazard models and predictive power using C-indexes. Results: Past offences, long-term cannabis use and reactive aggression were strongly associated with recidivism, as were resting heart rate and error-processing. In the predictive model, demographics, past delinquency, drug use and behavioural traits had moderate predictive power for overall and for serious recidivism (C-index over 30 months [fraction of pairs in the data, where the higher observed survival time was correctly predicted]: C30 = 0.68 and 0.75, respectively). Neurobiological measures significantly improved predictive power (C30 = 0.72 for overall recidivism and C30 = 0.80 for serious recidivism). Limitations: Findings cannot be generalized to females, and follow-up was limited to 4 years. Conclusion: Demographic and behavioural characteristics longitudinally predicted recidivism in delinquent male young adults, and neurobiological measures improved the models. This led to good predictive function, particularly for serious recidivism. Importantly, the most feasible measures (autonomic functioning and electroencephalography) proved to be useful neurobiological predictors.
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Electroencefalografía , Delincuencia Juvenil , Valor Predictivo de las Pruebas , Reincidencia , Agresión , Trastorno de Personalidad Antisocial/fisiopatología , Humanos , Inhibición Psicológica , Masculino , Trastornos Relacionados con Sustancias/fisiopatología , Adulto JovenRESUMEN
BACKGROUND: Aberrant functioning of the autonomic nervous system (ANS) is an important factor in the occurrence of antisocial behavior. Baseline autonomic functioning and the responsivity of the ANS have been related to psychopathic traits and aggression. Here we investigated whether a naturalistic sample of male multi-problem young adults (age 18-27) present with similar autonomic deficits in relation to their psychopathy and aggression as previous studies observed in clinical samples. METHODS: In a sample of 112 multi-problem young adults, baseline autonomic functioning and autonomic responsivity to emotional stimuli were assessed through four physiological measures: heart rate, respiratory sinus arrhythmia, pre-ejection period, and skin conductance. 27 control participants were included primarily to assess whether the task worked appropriately. Participants watched a neutral 5 min video to assess baseline autonomic functioning and watched two sad clips to assess autonomic reactivity to sadness. We investigated the association between autonomic functioning and self-reported psychopathic traits and aggression within the multi-problem group. RESULTS: We found no significant associations between autonomic functioning and psychopathy and aggression. CONCLUSION: These null-findings highlight the importance of research in naturalistic samples in addition to research in clinical and general populations samples and underscore the complexity of translating research findings into practical and clinical implications.
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Multiproblem young adults present with major problems across key life domains, but empirical studies investigating the nature of multiproblem behavior in accordance to ecobiodevelopmental theory are scarce. To address this gap, we performed a cluster analysis on indicators spanning the key life domains addiction, mental health, social network, and justice. In a large sample (N = 680) of multiproblem young adults, we identified five subgroups labeled "severe with alcohol and cannabis problems" (4.3%), "severe with cannabis problems" (25.6%), "severe without alcohol or drug problems" (33.2%), "moderate with mental health problems" (22.9%), and "moderate without mental health problems" (14.0%). There were large differences between the severe and moderate groups in terms of childhood risk factors such as emotional and physical abuse, concerning baseline functioning such as comorbid disorders and aggressive behavior, and in the outcome measure of violent offending. Our findings indicate that multiproblem young adult behavior clusters within profiles that differ according to the severity and nature of problems. Investing in screening for clustered problems may be beneficial for early problem differentiation and selection of appropriate intervention before and during treatment programs.
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Agresión , Salud Mental , Niño , Análisis por Conglomerados , Humanos , Masculino , Factores de Riesgo , Adulto JovenRESUMEN
Adverse childhood experiences (ACEs) are associated with severe problems later in life. This study examines how eleven types of ACEs and mental health care use history are related to current psychological dysfunction among multi-problem young adults. A sample of 643 multi-problem young adult men (age 18-27) gave informed consent for us to collect retrospective regional psychiatric case register data and filled out questionnaires. ACEs were highly prevalent (mean 3.6, SD 2.0). Logistic regression analysis showed that compared with participants who experienced other ACEs, participants who experienced psychological problems in their family and grew up in a single-parent family were more likely to have used mental health care, and physically abused participants were less likely to have used mental health care. Linear regression analyses showed a dose-response relationship between ACEs and internalizing and externalizing problems. Linear regression analyses on the single ACE items showed that emotional abuse and emotional neglect were positively related to internalizing problems. Emotional and physical abuse and police contact of family members were positively related to externalizing problems. While multi-problem young adults experienced many ACEs, only a few ACEs were related to mental health care use in childhood and adolescence. Long-term negative effects of ACEs on psychological functioning were demonstrated; specifically, emotional abuse and emotional neglect showed detrimental consequences. Since emotional abuse and emotional neglect are not easily identified and often chronic, child health professionals should be sensitive to such problems.
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Experiencias Adversas de la Infancia/métodos , Trastornos Mentales/psicología , Adolescente , Adulto , Humanos , Masculino , Estudios Retrospectivos , Adulto JovenRESUMEN
Multi-problem young adults (18-27 years) present with a plethora of problems, including varying degrees of psychopathic traits. The amygdala and ventromedial prefrontal cortex (vmPFC) have been implicated in moral dysfunction in psychopathy in adolescents and adults, but no studies have been performed in populations in the transitional period to adulthood. We tested in multi-problem young adults the hypothesis that psychopathic traits are related to amygdala and vmPFC activity during moral evaluation. Additionally, we explored the relation between psychopathic traits and other regions consistently implicated in moral evaluation. Our final sample consisted of 100 multi-problem young adults and 22 healthy controls. During fMRI scanning, participants judged whether pictures showed a moral violation on a 1-4 scale. Whole brain analysis revealed neural correlates of moral evaluation consistent with the literature. Region of interest analyses revealed positive associations between the affective callous-unemotional dimension of psychopathy and activation in the left vmPFC, left superior temporal gyrus, and left cingulate. Our results are consistent with altered vmPFC function during moral evaluation in psychopathy, but we did not find evidence for amygdala involvement. Our findings indicate the affective callous-unemotional trait of psychopathy may be related to widespread altered activation patterns during moral evaluation in multi-problem young adults.
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BACKGROUND: Effective interventions for young adults with severe, multiple problems - such as psychosocial and psychiatric problems, delinquency, unemployment and substance use - are scarce but urgently needed in order to support an adequate transition to adulthood. A multimodal day treatment program called "New Opportunities" (in Dutch: "De Nieuwe Kans"; DNK) was specifically developed to target multi-problem young adults in The Netherlands. The aim of this study protocol is to describe the design of a randomized controlled trial (RCT) in clinical practice to examine the effectiveness of DNK in comparison with care as usual (CAU). METHODS/DESIGN: Multi-problem young adults in Rotterdam, The Netherlands, will be assigned randomly to DNK (expected N = 150) and CAU (expected N = 150). Primary outcome measures are recidivism and self-sufficiency. Secondary outcome measures include quality of life, attending school/work, psychological functioning, cognitive distortions and substance use. Participant and program characteristics will be examined as potential moderators of effectiveness. Additionally, cost-effectiveness will be measured. During 14 months, data from multiple resources will be collected at four time points. DISCUSSION: This study is one of the first RCTs on the effectiveness of interventions developed for multi-problem young adults. The results will contribute to the currently scant knowledge about what works for various multi-problem young adults in their transition to adulthood. In addition, the study protocol will provide insight into implementing an RCT in a dynamic setting of clinical practice. TRIAL REGISTRATION: Dutch Trial Register, identifier: NTR5163 . Registered on 17 April 2015; retrospectively registered during the recruitment phase.
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Terapia Cognitivo-Conductual/métodos , Delincuencia Juvenil/rehabilitación , Trastornos Mentales/rehabilitación , Trastornos Relacionados con Sustancias/rehabilitación , Desempleo/psicología , Adolescente , Adulto , Factores de Edad , Cognición , Terapia Cognitivo-Conductual/economía , Terapia Combinada , Análisis Costo-Beneficio , Educación/métodos , Femenino , Costos de la Atención en Salud , Humanos , Delincuencia Juvenil/economía , Delincuencia Juvenil/psicología , Masculino , Trastornos Mentales/diagnóstico , Trastornos Mentales/economía , Trastornos Mentales/psicología , Motivación , Países Bajos , Grupo de Atención al Paciente , Reincidencia , Proyectos de Investigación , Factores de Riesgo , Automanejo , Trabajadores Sociales , Trastornos Relacionados con Sustancias/diagnóstico , Trastornos Relacionados con Sustancias/economía , Trastornos Relacionados con Sustancias/psicología , Factores de Tiempo , Resultado del Tratamiento , Adulto JovenRESUMEN
BACKGROUND: Most multi-problem young adults (18-27 years old) have been exposed to childhood maltreatment and/or have been involved in juvenile delinquency and, therefore, could have had Child Protection Service (CPS) interference during childhood. The extent to which their childhood problems persist and evolve into young adulthood may differ substantially among cases. This might indicate heterogeneous profiles of CPS risk factors. These profiles may identify combinations of closely interrelated childhood problems which may warrant specific approaches for problem recognition and intervention in clinical practice. The aim of this study was to retrospectively identify distinct statistical classes based on CPS data of multi-problem young adults in The Netherlands and to explore whether these classes were related to current psychological dysfunctioning and delinquent behaviour. METHODS: Age at first CPS interference, numbers and types of investigations, age at first offence, mention of child maltreatment, and family supervision order measures (Dutch: ondertoezichtstelling; OTS) were extracted from the CPS records of 390 multi-problem young adult males aged 18-27 (mean age 21.7). A latent class analysis (LCA) was conducted and one-way analyses of variance and post-hoc t-tests examined whether LCA class membership was related to current self-reported psychological dysfunctioning and delinquent behaviour. RESULTS: Four latent classes were identified: (1) late CPS/penal investigation group (44.9%), (2) early CPS/multiple investigation group (30.8%), (3) late CPS interference without investigation group (14.6%), and (4) early CPS/family investigation group (9.7%). The early CPS/family investigation group reported the highest mean anxiousness/depression and substance use scores in young adulthood. No differences were found between class membership and current delinquent behaviour. CONCLUSIONS: This study extends the concept that distinct pathways are present in multi-problem young adults who underwent CPS interference in their youth. Insight into the distinct combinations of CPS risk factors in the identified subgroups may guide interventions to tailor their treatment to the specific needs of these children. Specifically, treatment of internalizing problems in children with an early onset of severe family problems and for which CPS interference is carried out should receive priority from both policy makers and clinical practice.
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An underrepresentation of ethnic minority children in mental health care settings is consistently reported. Parents of ethnic minority children are, however, less likely to perceive problem behaviour in their children. Our hypothesis was that, as a result of ethnic differences in problem perception, referral to care by a child health professional (CHP) would be lower for 5- to 6-year-old (high-risk) children from ethnic minority backgrounds than for their peers from the ethnic majority (Dutch origin). For 10,951 children in grade two of elementary school, parents and/or teachers completed the Strengths and Difficulties Questionnaire (SDQ) as well as questions on problem perception (PP) and perceived need for professional care (PN). Referral information was obtained from the Electronic Child Records (ECR) for 1,034 of these children. These children had a high (>90th percentile) SDQ score, and were not receiving mental health care. CHP's referred 144 children (14 %) during the routine health assessments. A lower problem perception was reported by parents of ethnic minority children (40-72 %) than by parents of the ethnic majority group (80 %; p < 0.001), but there were no ethnic differences in referral (OR range 0.9-1.9-p > 0.05). No ethnic differences were found for parental PN, nor for teacher's PP or PN. Despite a lower problem perception in ethnic minority parents when compared to ethnic majority parents, no ethnic differences were found in referral of children with problem behaviour in a preventive health care setting.
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Trastornos de la Conducta Infantil/etnología , Etnicidad/psicología , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Padres/psicología , Percepción , Derivación y Consulta/estadística & datos numéricos , Actitud Frente a la Salud , Niño , Trastornos de la Conducta Infantil/psicología , Trastornos de la Conducta Infantil/terapia , Preescolar , Etnicidad/estadística & datos numéricos , Femenino , Humanos , Masculino , Encuestas y CuestionariosRESUMEN
BACKGROUND: The Strengths and Difficulties Questionnaire (SDQ) is a valuable screening tool for identifying psychosocial problems. Its performance in a multi-ethnic society, common to many paediatric health care workers, has not been investigated. Because it is important that screening instruments are valid and reliable for all ethnic groups within one society, we examined differences in the SDQ's psychometric properties in a multi-ethnic society. METHODS: The SDQ parent (n = 8114) and teacher form (n = 9355) were completed as part of a preventive health check for children aged 5-6 years of Dutch and non-Dutch ethnic backgrounds. The Child Behaviour Checklist (CBCL)/Teacher Report Form (TRF) was administered to a subsample. RESULTS: Factor analysis of the parent-rated SDQ showed different rating patterns for two of the five subscales for non-Dutch children as compared with Dutch children. Cronbach's alpha for the total difficulties score varied by ethnic group (0.73-0.78 parent-rated SDQ, 0.80-0.83 teacher-rated SDQ), and coefficients were generally smaller for non-Dutch than for Dutch children (P < 0.05). Alpha coefficients for subscales varied between 0.31-0.85 for ethnic groups. Inter-rater correlations between parents and teachers for the total difficulties score varied between 0.20-0.41 between ethnic groups and were larger for Dutch than for non-Dutch children (P < 0.05). Concurrent validity was acceptable for most scales and most ethnic groups. CONCLUSION: The total difficulties score of the parent- and teacher-rated SDQ is valid and reliable for different ethnic groups within Dutch society. However, there are differences in reliability and validity of the subscales, which makes interpretation of the subscales difficult for certain ethnic groups.
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Trastornos de la Conducta Infantil/diagnóstico , Niño , Trastornos de la Conducta Infantil/etnología , Trastornos de la Conducta Infantil/psicología , Preescolar , Etnicidad/psicología , Femenino , Humanos , Masculino , Países Bajos , Psicometría , Reproducibilidad de los Resultados , Encuestas y Cuestionarios/normasRESUMEN
BACKGROUND: Empirical research on mental health care use and its determinants in young school-aged children is still scarce. In this study, we investigated the role of ethnicity, socioeconomic position (SEP) and perceived severity by both parents and teachers on mental health care use in 5- to 8-year old children with emotional and/or behavioural problems. METHODS: Data from 1,269 children with a high score([P90) on the Strengths and Difficulties Questionnaire (SDQ) in the school year 20082009 were linked to psychiatric case register data over the years 20102011. Cox proportional hazards models were used to predict mental health care use from ethnicity, SEP and perceived severity of the child's problems. RESULTS: During the follow-up period, 117 children with high SDQ scores (9.2 %) had used mental health care for the first time. Ethnic minority children were less likely to receive care than Dutch children (HR Moroccan/Turkish:0.26; 95 % CI 0.13-0.54, HR other ethnicity: 0.26; 95 %CI 0.12-0.58). No socioeconomic differences were found.After correction for previous care use, ethnicity and parental perceived severity, impact score as reported by teachers was significantly associated with mental healthcare use (HR 1.58; 95 % CI 1.012.46). CONCLUSIONS: Ethnicity is an important predictor of mental health care use in young children. Already in the youngest school-aged children, ethnic differences in the use of mental health care are present.A distinct predictor of care use in this age group is severity of emotional and behavioural problems as perceived by teachers. Therefore, teachers may be especially helpful in the process of identifying young children who need specialist mental health care.
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Actitud Frente a la Salud/etnología , Trastornos de la Conducta Infantil/etnología , Etnicidad/psicología , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Servicios de Salud Mental/estadística & datos numéricos , Niño , Trastornos de la Conducta Infantil/psicología , Trastornos de la Conducta Infantil/terapia , Preescolar , Etnicidad/estadística & datos numéricos , Femenino , Estudios de Seguimiento , Humanos , Masculino , Salud Mental , Países Bajos/epidemiología , Padres/psicología , Percepción , Modelos de Riesgos Proporcionales , Derivación y Consulta/estadística & datos numéricos , Instituciones Académicas , Índice de Severidad de la Enfermedad , Clase Social , Encuestas y CuestionariosRESUMEN
BACKGROUND: Problem perception and perceived need for professional care are important determinants that can contribute to ethnic differences in the use of mental health care. Therefore, we studied ethnic differences in problem perception and perceived need for professional care in the parents and teachers of 5- to 6-year-old children from the general population who were selected for having emotional and behavioural problems. METHODS: A cross-sectional study with data of 10,951 children from grade two of the elementary schools in the Rotterdam-Rijnmond area, The Netherlands. Parents and teachers completed the strengths and difficulties questionnaire (SDQ) as well as questions on problem perception and perceived need for care. The SDQ was used to identify children with emotional and behavioural problems. We included Dutch, Surinamese, Antillean, Moroccan and Turkish children in our sample with high (>P90) SDQ scores (N = 1,215), who were not currently receiving professional care for their problems. RESULTS: Amongst children with high SDQ scores, problem perception was lower in non-Dutch parents than in Dutch parents (49% vs. 81%, p < 0.01). These lower rates of problem perception could not be explained by differences in socioeconomic position or severity of the problems. No ethnic differences were found in parental perceived need and in problem perception and perceived need reported by teachers. Higher levels of problem perception and perceived need were reported by teachers than by parents in all ethnic groups (PP: 87% vs. 63% and PN: 48% vs. 23%). CONCLUSIONS: Child health professionals should be aware of ethnic variations in problem perception as low problem perception in parents of non-Dutch children may lead to miscommunication and unmet need for professional care for the child.
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Actitud Frente a la Salud/etnología , Trastornos de la Conducta Infantil/terapia , Etnicidad/psicología , Necesidades y Demandas de Servicios de Salud/estadística & datos numéricos , Padres/psicología , Análisis de Varianza , Niño , Trastornos de la Conducta Infantil/psicología , Preescolar , Estudios Transversales , Etnicidad/estadística & datos numéricos , Docentes , Femenino , Humanos , Masculino , Países Bajos , Psicometría , Encuestas y CuestionariosRESUMEN
INTRODUCTION: The Strengths and Difficulties Questionnaire (SDQ) is a relatively short instrument developed to detect psychosocial problems in children aged 3-16 years. It addresses four dimensions: emotional problems, conduct problems, hyperactivity/inattention problems, peer problems that count up to the total difficulties score, and a fifth dimension; prosocial behaviour. The validity and reliability of the SDQ has not been fully investigated in younger age groups. Therefore, this study assesses the validity and reliability of the parent and teacher versions of the SDQ in children aged 5-6 years in the total sample, and in subgroups according to child gender and parental education level. METHODS: The SDQ was administered as part of the Dutch regularly provided preventive health check for children aged 5-6 years. Parents provided information on 4750 children and teachers on 4516 children. RESULTS: Factor analyses of the parent and teacher SDQ confirmed that the original five scales were present (parent RMSEAâ=â0.05; teacher RMSEAâ=â0.07). Interrater correlations between parents and teachers were small (ICCs of 0.21-0.44) but comparable to what is generally found for psychosocial problem assessments in children. These correlations were larger for males than for females. Cronbach's alphas for the total difficulties score were 0.77 for the parent SDQ and 0.81 for the teacher SDQ. Four of the subscales on the parent SDQ and two of the subscales on the teacher SDQ had an alpha <0.70. Alphas were generally higher for male children and for low parental education level. DISCUSSION: The validity and reliability of the total difficulties score of the parent and teacher SDQ are satisfactory in all groups by informant, child gender, and parental education level. Our results support the use of the SDQ in younger age groups. However, some subscales are less reliable and we recommend only to use the total difficulties score for screening purposes.