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Media-associated disorders in childhood and adolescence: Evidence paper of the joint addiction commision of the German societies and professional associations of child and adolescent psychiatry and psychotherapy Abstract. Media-associated disorders (MAD) describe the problematic use of the internet, certain electronic devices in general as well as digital applications. During childhood and adolescence, digital games and social media are the most commonly used applications. In May 2019, as first MAD "gaming disorder" was included as a clinical diagnosis in the ICD-11. The prevalence of MAD in German children and adolescents is estimated to lie between 3 % and 5 %. In most cases, MAD are accompanied by psychiatric comorbidities. MAD ensue because of dysfunctional learning processes in combination with general and specific risk factors. They are associated with neural changes like those of substance-associated addictions. Diagnostics can be based on validated questionnaires and clinical exploration, though a standardized diagnostic path is not yet common. Treatment depends on the level of severity and generally comprises outpatient, day-clinic, and inpatient therapy approaches with elements from cognitive-behavioral therapy and under parental involvement. Suitable treatments are not yet available in all German regions and have also not been sufficiently evaluated. Moreover, only a few studies exist on the efficacy of prevention measures addressing MAD in children and adolescents. Thus, further research is strongly required.

The Joint Commission on the Mental Health of Children (JCMHC) was a sprawling, multidisciplinary project that took shape in the years immediately after the assassination of President John F. Kennedy. Participants included child psychiatrists, educators, psychologists, social workers, philanthropists and other laypeople and professionals interested in the plight of children. While the original inspiration for the JCMHC was to address the potential for violence from disturbed children and adolescents, its findings and recommendations were an indictment of American society itself in which poor children went hungry, minority children were oppressed and there were not sufficient resources dedicated to the mental health of the nation's population of young people. The task forces and committees of the JCMHC spent significantly more time addressing prevention and mental health rather than mental illness. Two years into the work of the JCMHC, the leadership formed a committee to specifically examine issues related to race. The final report, published in popular book form as Crisis in Child Mental Health, arrived after the unraveling of the liberal consensus that had fueled President Lyndon Johnson's Great Society programs. Most of the proposed solutions for government intervention were ignored by the Nixon administration. The focus on mental health and the willingness to take a critical look at the detrimental effects of racism had represented child psychiatry at that time. In the decades that followed, however, child psychiatrists turned away from issues about prevention, race and environment and instead focused on the problems of mental illness in individual children., (© 2023 The Authors. Journal of The History of the Behavioral Sciences published by Wiley Periodicals LLC.)

Background: The strengths and difficulties questionnaire (SDQ) is one of the most common screening tools to detect children and adolescents who are at risk of mental health problems or have psychiatric disorders. The standard mode of SDQ completion is on paper; however, some studies used phone administration and argued that this is a feasible and valid method that can substitute in-person administration. However, few studies have investigated the validity and reliability of phone administration of the SDQ. Objectives: The current study aimed to compare the telephone versus paper-and-pencil administration of the SDQ among Iranian child and adolescent outpatients. Methods: Sixty six parents with children aged 3 to 15 years completed the SDQ questionnaire using paper-and-pencil and telephone interview techniques. The study was performed in 2016, and participants were from the city of Tehran (capital of Iran). Participants were first divided into two groups. Then, one of them first completed the questionnaire using the face-to-face interviews, and 3 to 4 days later, they again completed the questionnaire using the telephone interview. And the vice versa occurred for the other group. The Pearson correlation analysis was used to calculate the correlation between the two methods in each group separately. Intra-class correlation (ICC) analysis was used to investigate the association between the two administration methods. Results: A significant positive correlation was found between the two types of administration in both groups (P < 0.05). Intra-class correlation coefficients indicated a good correlation between the scores obtained from each method of administration (all P values were < 0.001). Conclusions: Telephone administration of SDQ is a reliable method for collecting data when studying emotional and behavioral symptoms in children and adolescents attending outpatient psychiatric centers. [ABSTRACT FROM AUTHOR]

This position paper provides the current evidence supporting the use of neurofeedback in the treatment of ADHD and recommendations on the implementation of neurofeedback in clinical practice. The paper also provides basic information regarding the diagnosis and psychophysiological etiology of ADHD. The paper does not focus on a specific age range of a clinical population. Unless otherwise noted, we are referring to all subtypes of ADHD (inattentive, hyperactive only, and combined). Conclusions and recommendation are based on the most recent research; however, we also refer to relevant historical studies that support our position on neurofeedback. The readers are strongly advised to research behavioral diagnostic criteria and testing methods elsewhere. This paper is not intended as a comprehensive educational tool for diagnosis or treatment of ADHD. Our purpose is to demonstrate the rationale and to reference the necessary support for neurofeedback in order to be recognized as a legitimate, scientific, and evidence-based intervention for the treatment of ADHD. [ABSTRACT FROM AUTHOR]

The article focuses on the activity of making paper bag books as a creative intervention for elementary school children experiencing high-conflict parental divorce. Research shows that school-based interventions for children can help counter the adverse effects of divorce. It states that the paper bag book activity aims to offer a compassionate environment for meaningful connections and perceived commonality among students with similar traumatic experiences. Furthermore, the child-made paper bag books can help empower the child to express his or her innermost feelings.

The article presents a paper on the effectiveness of Selective Serotonin Reuptake Inhibitors (SSRIs) to treat children and adolescents with major depressive disorder (MDD) and anxiety disorders (AD). Based from the medical records, the number needed to treat (NNT) patients with AD acquired the percentage rating of 25%. Moreover, the author provides an overview on how the Canadian Academy Child and Adolescent Psychiatry (CACAP) has developed its information resources management to conduct several randomized clinical trials. A chart is presented depicting a comprehensive explanation on how the antidepressants works efficiently in the human bodies.

In this discussion, after a few general comments, I will propose a systems reading of the intervention so elegantly described by Kaija Puura. I will draw parallels between the therapeutic and the family groups as framing-developing systems and formalize the steps taken by the family toward healing under the influence of the therapist's team. [ABSTRACT FROM AUTHOR]

The authors recently developed an Internet version of the Diagnostic Interview Schedule for Children-Version 4 (DISC-IV), parent version (D. Shaffer, P. Fisher, C. P. Lucas, M. K. Dulcan, & M. E. Schwab-Stone, 2000), with the main purpose of using it at home without an interviewer. This offers many advantages (e.g., extended applicability, fast communication, reduction of costs) but requires thorough study of correspondence between diagnostic outcomes of the interview and self-administered Internet versions. This is the 1st study to report on Internet administration of the DISC-IV. Using the attention-deficit/hyperactivity disorder (ADHD) section, the authors investigated whether the 2 versions yielded the same diagnostic outcome. Parents (N = 120) of patients visiting a child and adolescent psychiatry outpatient clinic were randomly divided into 4 groups, each completing 1 test and about 2 weeks later another according to 1 of these patterns: Internet-interview, interview-Internet, interview-interview, and Internet-Internet. Correspondence between the Internet and interview versions at the level of symptom scores was excellent, and correspondence with respect to the presence/absence of ADHD was good. Although highly comparable diagnostic outcomes between self-administration through the Internet and interviewer administration were found, further study using other DISC-IV modules is required. [ABSTRACT FROM AUTHOR]

Information on the YICAP/ECAP International Young Investigators Paper and Grant Writing Workshop held in Rees, Germany from September 18-19, 2014 is presented. Among the topics discussed at the workshop include the significance of research abstract and title, research time-management techniques, and the balance between professional and correct result interpretation. Young researcher participants are also given advice by editors.

Accessible Summary: What is known on the subject: Restraining and secluding health consumers for safety reasons continue to be used in psychiatric inpatient facilities even though they have no therapeutic value and have negative effects on consumers, families and staff.Six Core Strategies (6CS) for reducing seclusion and restraint have been developed to address this problem but there are very few effectiveness studies in inpatient adolescent psychiatric facilities. What the paper adds to existing knowledge: We used a mixed methods approach to evaluate the implementation of 6CS in an adolescent psychiatric facility. The implementation was successful. It eliminated the use of seclusion, substantially reduced the use of restraints and significantly reduced staff absenteeism.Using thematic analysis on feedback surveys, we identified five dominant themes that described consumers' and carers' experiences during their stay at the facility: communication, service delivery, flexibility, consistency and internal feeling states. What are the implications for practice: This study provides support for the feasibility of a comprehensive and broad‐based intervention program such as 6CS to reduce seclusion and restraint practices in inpatient mental health facilities.This study also demonstrates the value of using surveys to gather consumer and carer feedback and improve outcomes for service users. Introduction: Seclusion and restraint practices are routinely used in psychiatric facilities but are controversial for ethical, legal and safety reasons, and can cause significant harm to consumers, staff and organisations. Six Core Strategies (6CS) for reducing seclusion and restraint were developed to address this problem but very few studies have examined their effectiveness in adolescent settings. Aim/Question: To evaluate the implementation of 6CS in an adolescent inpatient psychiatric facility. Method: We retrieved archival data from an acute adolescent psychiatric ward that implemented the 6CS. Using a mixed methods approach, we evaluated outcomes on the use of seclusion and restraint, nursing staff sick leave and feedback surveys. Results: Findings showed an elimination of seclusion, and a significant reduction in restraint use and staff absenteeism in the 12 months after project implementation. Thematic analysis of feedback survey responses identified communication, service delivery, flexibility, consistency and internal feeling states as dominant themes in consumers' and carers' experience on the unit. Discussion: The 6CS is feasible and may be effective in reducing seclusion and restraint, which in turn may have a positive impact on staff wellbeing. Implications for Practice: Implementation of the 6CS with executive support, combined with staff and programmatic changes at a local level is recommended. [ABSTRACT FROM AUTHOR]

Children can become dysregulated for a wide variety of reasons. This article explains dysregulation and offers two interventions that both parents and therapists can use with young children to improve regulation. Tips for implementing the interventions to their maximum effectiveness are also provided. [ABSTRACT FROM AUTHOR]

Introduction: This paper describes the process of implementing a family focused model, The Family Model, in child and adolescent and adult mental health services in Sweden. Additionally, it describes a service development project carried out in both services within a defined geographical area of Region Stockholm. The Family Model is a communication tool designed to assist clinicians in both services to have family focused conversations with their patients and relatives. Internationally, the needs of individuals experiencing mental health challenges (parents, children and young people) and their close relatives are now well recognized, but barriers to family focused practice nevertheless persist. The aim of this study was to better understand clinicians' experiences in implementing The Family Model in both services. Methods: Three preplanned focus group interviews were carried out with 14 clinicians and managers across both services and the data were analyzed in accordance with methods of Naturalistic inquiry. Result: Findings suggest that The Family Model has utility in both services. The Naturalistic inquiry analyses revealed three main themes: individual, relational and organizational aspects with a total of 10 sub-themes of how the models influence the participants. Furthermore, analyses on a meta understanding level explored that participants underwent a developmental journey in learning about and using The Family Model in practice which was expressed through three themes: "Useful for burdened families", "Influencing prevention", and "To integrate this would be fantastic". Conclusions: The Family Model, when adapted for the Swedish context, is a useful tool for assisting experienced clinicians to engage in family focused practice in both child and adolescent and adult mental health services. The Family Model highlights different aspects in everyday clinical services that were of special interest for clinicians, families, and the system. Future research could explore families' perspectives of the utility of the model. [ABSTRACT FROM AUTHOR]

As the JCPP marks its 50th year of publication, this paper revisits the founding philosophy and traces the journey from the first issue through to the present. The history of the JCPP reflects the many changes that have come about in the fields of developmental psychology and child and adolescent psychiatry and the changes introduced both to meet the needs and shape the practices of clinicians and researchers. It documents the achievements of the Journal and the contributions made by many in enabling its success. As the JCPP moves forward it will enjoy the benefits of the major technological and other advances being made in research, in the evolving and expanding knowledge base, and in the modes of publication, as well as needing to manage the associated challenges that will inevitably impact on its future. [ABSTRACT FROM AUTHOR]

The article presents a call for papers for a 2007 issue of the periodical "Journal of Child Psychotherapy" which would concentrate on perspectives on supervision and supervisory relationship.

A computer-based version of the self-report Strengths and Difficulties Questionnaire (SDQ) was developed with colourful graphics illustrating each question. One hundred and two children referred to child and adolescent mental health services were recruited and randomly allocated to complete either the new computer-based version or the paper original. A further 112 children from local schools were recruited and completed the computer-based version of the scale. All children who took part in the study were aged between 8 and 15 years. The paper version of the SDQ is recommended for use in children aged 11 and over and, in this age group, the computer-based questionnaire was able to discriminate between the clinical and community sample (ROC = 0.761, 95 % CI 0.676–0.846). Comparison of the paper-based SDQ and computer-based SDQ within the clinic sample found trends towards better test-retest reliability, inter-rater reliability and significantly better user satisfaction in the computer version compared to the paper-based version. The computer-based SDQ has the added advantage of results being automatically added to a spreadsheet out of view from the user reducing the chance of operator error in coding and entering the data. These preliminary results suggest that the computer-based version of the SDQ may represent a further improvement on the paper SDQ. All versions of the SDQ, including the computer-based version, can be downloaded from the Strengths and Difficulties website address www.sdqinfo.com. [ABSTRACT FROM AUTHOR]

This paper describes how, in the wake of a spate of fatal knife crime in one London borough, the council, Clinical Commissioning Group (CCG) and Child and Adolescent Mental Health Service (CAMHS) got together to think about how to improve outcomes for their young people. Starting with schools and pupil referral units, the CAMHS and educational psychology service were commissioned to work with whole staff groups, from senior leadership to lunchtime monitors and playground staff, to embed trauma informed policy and practice. The aim was to spread understanding about complex developmental trauma; what it is, how it affects the behaviour and experience of children and families, and how to work with it. Given how widespread trauma is, the objective was also to think about what might need to change in the environment and ethos of the borough's schools as a result. Following the project's initial success, its scope and remit were expanded to support services on a policy level, while also working with their staff to think about the impact of trauma, and how best to support children and families who have been affected by it. As well as teaching about trauma, the project is primarily an experiential one. This paper explores the impact on staff who were involved in the project; what came out of it for them personally in terms of changes to their thinking and outlook, and what they saw as the changes for the children and families they worked with. [ABSTRACT FROM AUTHOR]

Grunya Efimovna Sukhareva's seminal role in being the first to publish a clinical description of autistic traits in 1925, before both Kanner and Asperger, has been revealed relatively recently. Nevertheless, Sukhareva's work is little known and largely unrecognised beyond Russia. Amidst calls for greater recognition of her pivotal contribution in the genesis of autism conceptualisation and categorisation, this article provides a biographical and historical background. Sukhareva's wide-ranging psychiatric work is adumbrated and her pioneering efforts in conceptualising both schizophrenia and autism are elucidated. The article reflects on possible explanations for the belated and incomplete recognition of Sukhareva's role. The current article indicates how Sukhareva's work was ahead of its time in reflecting modern criteria for autism diagnoses and in its focus on female case studies. Sukhareva's somewhat precarious position as a foremost psychiatrist condemned in the Stalinist years for being anti-Marxist is explicated. The article outlines further directions for academic research on Sukhareva's work and contributions. [ABSTRACT FROM AUTHOR]

In line with these papers on comorbidity in ASD, Manolova et al. present an original toolkit for detailed assessment of psychological functioning of children with ASD in the early life years. Keywords: atypical development; typical development; autism spectrum disorder; comorbidity; adverse childhood experiences EN atypical development typical development autism spectrum disorder comorbidity adverse childhood experiences 1 3 3 01/11/22 20220103 NES 220103 The conceptualization of Autistic Spectrum Disorder (ASD) has changed from a condition that is narrowly defined and rare, to one that is defined by a wider set of diagnostic criteria and is far more common in the population. [Extracted from the article]

This paper describes the implementation of Behavioral Activation (BA) as the core psychotherapy treatment within a broader clinician-led effort to establish a care pathway for adolescent depression in an academic medical center that served public and private hospital systems. This quality improvement effort required a standardized yet flexible approach to psychotherapy to be used by clinicians with a range of experience and training backgrounds while serving diverse clinical populations in child psychiatry and pediatric clinics. This paper highlights implementation of BA in treating adolescent depression across these varying systems. In particular, the paper emphasizes the application of BA as a principle-driven, treatment that enables flexibility across settings while remaining rooted in scientific evidence. The paper also reviews lessons learned from this effort that may support efforts to implement BA in other clinical settings and systems. [ABSTRACT FROM AUTHOR]

The article reports on the changes in academic staffing in 24 university departments of pediatrics where undergraduates are taught in various regions of the U.S. Although there has only been a 7.2% decline in academic staff, among lecturers there has been a 26% reduction. In an accompanying perspective, a Professor urges young pediatricians to participate in established research networks. A Division Director for a group of 18 faculty and fellows who conduct clinical and health services research, and more recently as Vice Chair of Academic Affairs.

Single parent adoption (SPA) is a relatively new construct worldwide and in India. The Ministry of Women and Child Development, Government of India, has laid down criteria for adoption in general and SPA in particular, in conjunction with the Juvenile Justice Act (Care and Protection of Children), 2015. There is scant literature on this topic of SPA, more so in India, that looks into the various psychological nuances of SPA from a mental health professional's (MHP) perspective. This review paper aims to assess SPA from the perspective of a MHP that will focus on its various legal nuances as well as the psychological connotations attached to it. For this, a search strategy was employed that included a thorough literature search from two databases (PubMed and Google Scholar) with relevant keywords related to the topic. The various legal issues pertaining to SPA in the current scenario, the psychological issues and challenges faced by single parents, the behavioral outcomes of adoptees who are adopted by single parents, and ways to deal with the various obstacles of SPA are discussed. [ABSTRACT FROM AUTHOR]

This review of current literature demonstrates the psychological implications of skin conditions. Skin conditions of varying severity can impact the quality of patients' lives and have psychiatric consequences. This impact provides a need for healthcare providers to consider the psychological implications of one's skin conditions and their effect on quality of life. The psychological challenges that arise from varying skin conditions show the potential need for both dermatological and psychiatric interventions. The following literature review details the psychiatric consequences of skin conditions under various conditions. It first looks at literature highlighting the psychiatric consequences experienced through various age ranges, from adults to adolescents and children. The paper then explores multiple skin conditions and their psychological effect before highlighting some of the interactions that stress has on the skin that could further exacerbate one's condition. Finally, it examines how patients characterize their experience with their skin condition and goes into some clinical case studies of patients with psychological implications as a result of their skin disorder. The paper also highlights the magnitude of dermatologic patients experiencing psychological conditions in conjunction with their skin conditions. [ABSTRACT FROM AUTHOR]

Background: The rising percentage of children and adolescents experiencing mental disorders brought attention to the emerging opportunities for proactive oral health interventions in this population. Currently, existing guidelines focus mainly on oral health in general practice and on adults residing in care homes. This report aims to provide a broad overview of the effectiveness of oral health interventions for children and adolescents with mental disorders. Method: This review followed the PRISMA (Preferred Reporting Items for Systematic Review and Meta‐Analyses 2020) statement. The initial electronic search yielded a total of 3710 articles. The search identified 2354 potential papers after removing duplicates and 2301 articles were excluded by title and abstract. The full texts of the remaining 53 articles and nine articles from the citation searching were screened and 15 articles matched the inclusion criteria. The Mixed‐Method Appraisal Tool (MMAT) was used for quality appraisal. Results: The thematic analysis resulted in four main themes which were educational intervention, physical intervention, clinical intervention, and a combination of both educational and clinical intervention. Conclusion: We presented the findings in a narrative synthesis with the primary outcomes which served as answers to our main research question that prompted this systematic review. [ABSTRACT FROM AUTHOR]

Introduction: The Mental Welfare Commission for Scotland published a report into the death of a young person, with recommendations for the Royal College of Psychiatry in Scotland Child and Adolescent Faculty; to explore if there were barriers to the use of Clozapine in young people in Scotland. Methods: A mixed-methods study was performed using a cross-sectional survey of clinicians working in child and adolescent psychiatry across Scotland, to determine attitudes towards clozapine use and the perceived barriers and facilitators to clozapine treatment. Results: Results suggest that there may be a lack of clearly defined pathways within and between services, as well as a lack of resources provided for the necessary monitoring of a young person started on clozapine. Multiple respondents felt unskilled in clozapine initiation and had not accessed formal training. The most frequently mentioned themes for improving facilitation of clozapine prescription were that of increased resources and training. Discussion: National policymakers including the Mental Welfare Commission, NHS Education for Scotland, and NHS Scotland should consider these findings to address the potential underutilisation of clozapine for people aged under 18 in services across Scotland. A review of current service provision should take place, with consideration of whether the facilitators to clozapine prescription which our study has highlighted could be implemented more effectively. This may help reduce identified barriers and increase clozapine prescription to those who would benefit from it, potentially improving outcomes for young people with treatment-resistant psychosis. [ABSTRACT FROM AUTHOR]

This study systematically reviewed the literature on perceived school safety. We investigated the prevalence, factors and associated mental health difficulties, as well as cross-cultural findings. Five databases were searched up to 9 February 2021 for peer-reviewed papers published in English. We included quantitative studies that explored the perception of school safety among children and adolescents. The reference lists of the selected papers were also searched. We conducted a narrative synthesis of the included studies. The review included 43 papers. The mean prevalence of the students who felt unsafe at school was 19.4% and ranged from 6.1% to 69.1%. Their perceived safety was associated with a wide range of personal, school, and social factors. Not feeling safe at school was related to being victimized and mental health difficulties, including depressive symptoms and suicidal behavior. Higher perceived school safety was associated with measures such as the presence of a security officer and fair school rule enforcement. The results showed the lack of cross-cultural studies on perceived school safety. Empirical studies are needed that examine the mechanisms of school safety, using valid measures. A clear definition of school safety should be considered a key aspect of future studies. [ABSTRACT FROM AUTHOR]

Background: Although it is true that adolescence is a stage of evolutionary development in which there are innumerable windows of opportunity, it is also the peak age at which some psychiatric disorders may appear. On the other hand, music is an auditory stimulus that interests and motivates youngsters, as it is used for identity, social connection, and emotional regulation. Methods: We conducted a strategic search by consulting scientific databases. The following search terms were employed: Music Therapy AND Psychology AND Psychiatry AND Adolescents. The following international electronic databases were searched: Medline, Ovid, and Cochrane Library. Results: A total of 142 sources were identified from which 9 papers on music therapy published exclusively in scientific journals specialized in psychology or child psychiatry were selected. The total number of participants was 651. The studies reported that music therapy interventions have the potential to improve self-esteem, social engagement, decrease social isolation, and depressive and anxiety symptoms in psychiatric adolescents (both in inpatient and outpatient settings). Conclusion: Given the heterogeneity and methodological quality of the few studies included, it is complex to extrapolate and generalize results. More quality research is needed to expand music therapy interventions on youth mental health. [ABSTRACT FROM AUTHOR]

(1) Aims: This paper aims to analyze the factors affecting children's mental health during home quarantine from the perspective of family composition in a specific Chinese context where historically, families are small in size. (2) Methods: Here, 10,210 online questionnaires from 3 junior high schools in Xi'an and Hanzhong from 23 to 27 February 2020, were collected to explore the impact of family factors on children's mental health in Northwest China during home quarantine based on the ecosystem theory, by using OLS, logit regression models, and the Shapley value decomposition method. (3) Results: The mental health of northwestern Chinese children changed significantly after home quarantine. We also found that during home quarantine, some factors, such as a high-income family, lack of siblings, living with parents, mothers with middle- or high-level occupations, frequent parent–child communication, and better parent–child relationships, were positively related to children's mental health. (4) Conclusions: Different from previous studies, this paper found that the psychological condition of children in Northwest China tended to be improved during the epidemic. In addition, family factors, especially the parent–child interaction, played an important role in the mental health of children during the epidemic. [ABSTRACT FROM AUTHOR]

To estimate the prevalence of current DSM-5 disorders in children 9 to 10 years of age and their associations with sociodemographic and physical characteristics. In this analysis of Adolescent Brain Cognitive Development (ABCD) first wave study data, current child mental disorders were based on the computerized parent version of Schedule for Affective Disorders and Schizophrenia for School-Age Children (K-SADS) for DSM-5 (N = 11,874) supplemented with the child version of K-SADS for mood and selected anxiety disorders and with teacher Brief Problem Monitor ratings for the attention and externalizing scales. Child sociodemographic (race/ethnicity, nativity, parental marital status, parental education, family income) and physical (sex, pubertal stage, weight status, maternal age) characteristics were derived from parent report and anthropometric measurement. Odds ratio (OR) with 95% CI assessed associations with child mental disorders. The prevalence of any current mental disorder was 10.11%, including 11.48% among boys and 8.68% among girls. After controlling for several sociodemographic and physical characteristics, boys (OR = 1.53, 95% CI = 1.17-1.99), children from families with incomes below $25,000 (OR = 2.05, 95% CI = 1.31-3.22) and families with incomes of $25,000 to $49,000 (OR = 1.90, 95% CI = 1.20-3.00) (reference: $75,000), and obese children (OR = 1.45, 95% CI = 1.16-1.81) (reference: healthy weight) were at increased risk for any current child mental disorder. Children from the lowest family income group were at particularly high risk for attention-deficit/hyperactivity disorder (OR = 3.86, 95% CI = 1.69-8.79) and disruptive behavior disorders (OR = 4.13, 95% CI = 1.86-9.15). These patterns underscore the importance of strengthening service planning, preventive interventions, and etiological research focused on children from low-income families. We worked to ensure sex and gender balance in the recruitment of human participants. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. We actively worked to promote sex and gender balance in our author group. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. [ABSTRACT FROM AUTHOR]

Quantifying the severity of neurological disorders, such as attention-deficit/hyperactivity disorder (ADHD), is encouraged in practice. To explore the methodological properties of data-driven classification, this study aimed to develop computerized adaptive testing (CAT) based on Bayesian networks to classify ADHD symptom severity for individual subjects efficiently. The Current Symptoms Scale was used to build an ADHD symptom severity classifier in a sample of 892 college students, and the CAT making use of information gains from conditional probabilities of the Bayesian network was evaluated through a simulation study. The results showed that distributing 8 out of 18 items on average to an individual subject would result in 85% classification accuracy, supporting the adaption of surveying ADHD to digital platforms demanding much-shortened scales. The severity classifier based on Bayesian networks can assist diagnostic tasks via a data-driven mechanism. Further, integrating CAT into the classifier can shorten the scale while maintain acceptable measurement quality. The ADHD symptoms were used in the paper; however, the proposed method applies to other psychological symptoms as well. The impact and limitations of the CAT for ADHD were discussed, and several suggestions for future research were provided. [ABSTRACT FROM AUTHOR]