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Merrill BM, Hare MM, Piscitello J, Schatz NK, Fabiano GA, Wells EL, Robertson EL, Aloe AM, Pelham WE, Macphee F, Ramos M, Zhao X, Altszuler AR, Javadi N, Morris SSJ, Smyth A, Ward L, Jones HA. Diversity and representation in ADHD psychosocial treatment research: A comprehensive synthesis with data from over 10,000 participants. Clin Psychol Rev 2024; 112:102461. [PMID: 38945033 DOI: 10.1016/j.cpr.2024.102461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 07/02/2024]
Abstract
Demographic data from nearly 50 years of treatment research for children and adolescents with attention-deficit/hyperactivity disorder (ADHD) are synthesized. Comprehensive search identified ADHD treatment studies that were between-group designs, included a psychosocial, evidence-based treatment, and were conducted in the United States. One hundred and twenty-six studies that included 10,604 youth were examined. Reporting of demographics varied with 48% of studies (k = 61) reporting ethnicity, 73% (k = 92) reporting race, 80% (k = 101) reporting age (M age = 8.81, SD = 2.82), and 88% (k = 111) reporting gender. Most participants identified as non-Hispanic/Latine (15.99% Hispanic/Latine), White (62.54%), and boys (74.39%; 24.47% girls). Since the 1970s, zero youth in ADHD treatment studies identified as Middle Eastern/North African, 0.1% were American Indian/Alaskan Native or Native Hawaiian Pacific Islander, 1.77% were Asian, 15.10% were Black, and 3.14% were Multiracial. Based on publication year, the proportions of girls, racially minoritized youth, and Hispanic/Latine youth included in ADHD treatment research have increased over time. Girls, non-binary and non-cisgender youth, young children, adolescents, Hispanic/Latine youth, and youth from all racial groups other than White are underrepresented in ADHD treatment research. Research gaps are discussed, and recommendations for comprehensive demographic reporting in child and adolescent psychological research are provided.
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Affiliation(s)
- Brittany M Merrill
- Center for Children and Families, Florida International University, Buffalo, NY, United States of America.
| | - Megan M Hare
- Department of Psychology, Vanderbilt University, Nashville, TN, United States of America
| | - Jennifer Piscitello
- Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Nicole K Schatz
- Department of Psychology, Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Gregory A Fabiano
- Center for Children and Families, Florida International University, Buffalo, NY, United States of America
| | - Erica L Wells
- Pediatric Psychology Associates, Miami, FL, United States of America
| | - Emily L Robertson
- Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Ariel M Aloe
- Center for Advanced Studies in Measurement and Assessment (CASMA) Department of Psychological and Quantitative Foundations, University of Iowa, Iowa City, IA, United States of America
| | - William E Pelham
- Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Fiona Macphee
- Evidence Based Treatment Centers of Seattle (EBTCS), Seattle, WA, United States of America
| | - Marcela Ramos
- Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Xin Zhao
- Seattle Children's Research Institute, University of Washington, Seattle, WA, United States of America
| | - Amy R Altszuler
- Center for Children and Families, Florida International University, Miami, FL, United States of America
| | - Natalie Javadi
- Department of Psychiatry, Columbia University Medical Center, New York, NY, United States of America
| | - Stephanie S J Morris
- Department of Psychology, Vanderbilt University, Nashville, TN, United States of America
| | - Alyssa Smyth
- Department of Counseling, School, and Educational Psychology, University at Buffalo, Buffalo, NY, United States of America
| | - Leah Ward
- Division of Child & Adolescent Psychiatry, University of Rochester Medical Center, Rochester, NY, United States of America
| | - Heather A Jones
- Department of Psychology, Virginia Commonwealth University, Richmond, VA, United States of America
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Taferner C, Jahnke-Majorkovits AC, Nakamura S, Sevecke K. [Characteristics of the population of a parent-child unit: early interaction-based treatment as a chance in child and adolescent psychiatry]. NEUROPSYCHIATRIE : KLINIK, DIAGNOSTIK, THERAPIE UND REHABILITATION : ORGAN DER GESELLSCHAFT OSTERREICHISCHER NERVENARZTE UND PSYCHIATER 2024; 38:62-70. [PMID: 36129671 PMCID: PMC11143041 DOI: 10.1007/s40211-022-00430-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 08/11/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND In inpatient child psychiatric parent-child treatment, the child is admitted as a patient and the parents as accompanying persons. Due to the importance of parent-child interaction in the development and maintenance of mental disorders in children, parents are integrated more centrally in the treatment of children with emotional or behavioral disorders. In order to further expand this form of treatment in the future and to make it more effective, the characteristics of the previous utilization population of a child psychiatric parent-child unit in Tyrol were examined with regard to child symptomatology and the burden on parents. METHODS The Child Behavior Checklist 1 ½-5, Child Behavior Checklist 6-18R, and Tröster's (2011) Parent Stress Inventory scores of 96 parent-child pairs were used to examine child symptom expression and parent stress. RESULTS The 6-10 year old patients had higher T‑scores (M = 76.9, SD = 7.1) than the 0-5 year old patients (M = 63.1, SD = 12.4) on the CBCL total scale, t (50) = -3.52, p < 0.001. On the EBI total scale, the 0-5 year old patients and the 6-10 year old patients did not differ in terms of T‑scores, t (54) = -0.75, p = 0.459, as well as in the EBI child domain t (54) = -1.75, p = 0.087 and in the EBI parent domain, t (54) = 0.19, p = 0.846. Also, the four diagnostic groups did not differ in the EBI total scale, F (4,58) = 1.34, p = 0.266, nor in the parent domain of the EBI, F (4,58) = 1.44, p = 0.232, nor in the child domain of the EBI, F (4,58) = 2.81, p = 0.033. CONCLUSIONS Early identification and treatment of behavioral or mental disorders in very young children seems crucial to prevent long-term negative consequences as well as chronicity. Parent-child therapies should generally focus on identifying and changing current dysfunctional patterns of interaction between parent and child.
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Affiliation(s)
- Christina Taferner
- Kinder- und Jugendpsychiatrie, Psychotherapie und Psychosomatik, A.ö. Landeskrankenhaus Hall, Milser Straße 10, Haus 6, 6060, Hall in Tirol, Österreich.
- Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich.
| | - Ann-Christin Jahnke-Majorkovits
- Kinder- und Jugendpsychiatrie, Psychotherapie und Psychosomatik, A.ö. Landeskrankenhaus Hall, Milser Straße 10, Haus 6, 6060, Hall in Tirol, Österreich.
- Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich.
| | - Sanae Nakamura
- Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich
| | - Kathrin Sevecke
- Kinder- und Jugendpsychiatrie, Psychotherapie und Psychosomatik, A.ö. Landeskrankenhaus Hall, Milser Straße 10, Haus 6, 6060, Hall in Tirol, Österreich
- Medizinische Universität Innsbruck, Anichstr. 35, 6020, Innsbruck, Österreich
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Dimitrov LV, Kaminski JW, Holbrook JR, Bitsko RH, Yeh M, Courtney JG, O'Masta B, Maher B, Cerles A, McGowan K, Rush M. A Systematic Review and Meta-analysis of Chemical Exposures and Attention-Deficit/Hyperactivity Disorder in Children. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2024; 25:225-248. [PMID: 38108946 PMCID: PMC11132938 DOI: 10.1007/s11121-023-01601-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2023] [Indexed: 12/19/2023]
Abstract
Exposure to certain chemicals prenatally and in childhood can impact development and may increase risk for attention-deficit/hyperactivity disorder (ADHD). Leveraging a larger set of literature searches conducted to synthesize results from longitudinal studies of potentially modifiable risk factors for childhood ADHD, we present meta-analytic results from 66 studies that examined the associations between early chemical exposures and later ADHD diagnosis or symptoms. Studies were eligible for inclusion if the chemical exposure occurred at least 6 months prior to measurement of ADHD diagnosis or symptomatology. Included papers were published between 1975 and 2019 on exposure to anesthetics (n = 5), cadmium (n = 3), hexachlorobenzene (n = 4), lead (n = 22), mercury (n = 12), organophosphates (n = 7), and polychlorinated biphenyls (n = 13). Analyses are presented for each chemical exposure by type of ADHD outcome reported (categorical vs. continuous), type of ADHD measurement (overall measures of ADHD, ADHD symptoms only, ADHD diagnosis only, inattention only, hyperactivity/impulsivity only), and timing of exposure (prenatal vs. childhood vs. cumulative), whenever at least 3 relevant effect sizes were available. Childhood lead exposure was positively associated with ADHD diagnosis and symptoms in all analyses except for the prenatal analyses (odds ratios (ORs) ranging from 1.60 to 2.62, correlation coefficients (CCs) ranging from 0.14 to 0.16). Other statistically significant associations were limited to organophosphates (CC = 0.11, 95% confidence interval (CI): 0.03-0.19 for continuous measures of ADHD outcomes overall), polychlorinated biphenyls (CC = 0.08, 95% CI: 0.02-0.14 for continuous measures of inattention as the outcome), and both prenatal and childhood mercury exposure (CC = 0.02, 95% CI: 0.00-0.04 for continuous measures of ADHD outcomes overall for either exposure window). Our findings provide further support for negative impacts of prenatal and/or childhood exposure to certain chemicals and raise the possibility that primary prevention and targeted screening could prevent or mitigate ADHD symptomatology. Furthermore, these findings support the need for regular review of regulations as our scientific understanding of the risks posed by these chemicals evolves.
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Affiliation(s)
- Lina V Dimitrov
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA.
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA.
| | - Jennifer W Kaminski
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Joseph R Holbrook
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Rebecca H Bitsko
- Division of Human Development and Disability, National Center On Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Michael Yeh
- Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Joseph G Courtney
- Division of Environmental Health Science and Practice, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Brion Maher
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Navarro-Soria I, Rico-Juan JR, Juárez-Ruiz de Mier R, Lavigne-Cervan R. Prediction of attention deficit hyperactivity disorder based on explainable artificial intelligence. APPLIED NEUROPSYCHOLOGY. CHILD 2024:1-14. [PMID: 38593762 DOI: 10.1080/21622965.2024.2336019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2024]
Abstract
Accurate assessment of Attention Deficit Hyperactivity Disorder (ADHD) is crucial for the effective treatment of affected individuals. Traditionally, psychometric tests such as the WISC-IV have been utilized to gather evidence and identify patterns or factors contributing to ADHD diagnosis. However, in recent years, the use of machine learning (ML) models in conjunction with post-hoc eXplainable Artificial Intelligence (XAI) techniques has improved our ability to make precise predictions and provide transparent explanations. The objective of this study is twofold: firstly, to predict the likelihood of an individual receiving an ADHD diagnosis using ML algorithms, and secondly, to offer interpretable insights into the decision-making process of the ML model. The dataset under scrutiny comprises 694 cases collected over the past decade in Spain, including information on age, gender, and WISC-IV test scores. The outcome variable is the professional diagnosis. Diverse ML algorithms representing various learning styles were rigorously evaluated through a stratified 10-fold cross-validation, with performance assessed using key metrics, including accuracy, area under the receiver operating characteristic curve, sensitivity, and specificity. Models were compared using both the full set of initial features and a well-suited wrapper-type feature selection algorithm (Boruta). Following the identification of the most suitable model, Shapley additive values were computed to assign weights to each predictor based on their additive contribution to the outcome and to elucidate the predictions. Strikingly, a reduced set of 8 out of the initial 20 variables produced results comparable to using the full feature set. Among the ML models tested, the Random Forest algorithm outperformed others on most metrics (ACC = 0.90, AUC = 0.94, Sensitivity = 0.91, Specificity = 0.92). Notably, the principal predictors, ranked by importance, included GAI - CPI, WMI, CPI, PSI, VCI, WMI - PSI, PRI, and LN. Individual case examples exhibit variations in predictions depending on unique characteristics, including instances of false positives and negatives. Our ML model adeptly predicted ADHD diagnoses in 90% of cases, with potential for further enhancement by expanding our database. Furthermore, the use of XAI techniques enables the elucidation of salient factors in individual cases, thereby aiding inexperienced professionals in the diagnostic process and facilitating comparison with expert assessments. It is important to note that this tool is designed to support the ADHD diagnostic process, where the medical professional always has the final say in decision-making.
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Affiliation(s)
- Ignasi Navarro-Soria
- Department of Developmental and Educational Psychology, University of Alicante, San Vicente, Spain
| | - Juan Ramón Rico-Juan
- Department of Software and Computing Systems, University of Alicante, San Vicente, Spain
| | | | - Rocío Lavigne-Cervan
- Department of Developmental and Educational Psychology, University of Malaga, Malaga, Spain
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Alsayouf HA, Alsarhan O, Khreisat W, Daoud A. Atomoxetine Treatment of Attention Deficit/Hyperactivity Disorder Symptoms in 3-6-Year-Old Children with Autism Spectrum Disorder: A Retrospective Cohort Study. CHILDREN (BASEL, SWITZERLAND) 2024; 11:163. [PMID: 38397275 PMCID: PMC10887200 DOI: 10.3390/children11020163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/21/2024] [Accepted: 01/24/2024] [Indexed: 02/25/2024]
Abstract
Atomoxetine is indicated for the management of attention deficit/hyperactivity disorder (ADHD) in children and adolescents aged 6 to 18 years. Few studies have assessed the safety and tolerability of atomoxetine in younger patients. This retrospective cohort study included 133 children aged 3-6 years who were diagnosed with ADHD comorbid with autism spectrum disorder (ASD). The primary endpoint was the evaluation of the safety profile of atomoxetine. In total, 50 patients (37.6%) experienced adverse events (AEs), which led to treatment discontinuation in 23 patients (17.3%). The most common AEs were gastrointestinal (24.1%), aggression or hostility (12.8%), and increased hyperactivity (9.0%). In the 23 patients who discontinued treatment, all the AEs resolved after treatment ceased. Among the 110 patients who completed at least 6 months' treatment, atomoxetine titrated to a dose of 1.2-1.8 mg/kg/day appeared to be well tolerated and effective. The Clinical Global Impression-Improvement score improved to 1 ("very much improved") and 2 ("much improved") in 62.4% and 20.3% of children, respectively, at their last visit. Overall, atomoxetine appeared to be well tolerated in younger children with comorbid ADHD and ASD. Nevertheless, close patient monitoring remains essential, and the study limitations necessitate caution in generalizing these findings to broader populations. Long-term prospective studies are required.
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Affiliation(s)
| | | | | | - Azhar Daoud
- The Specialty Hospital, Amman 11942, Jordan;
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Dubois MA, Pelletier CA, Mérette C, Jomphe V, Turgeon R, Bélanger RE, Grondin S, Hébert M. Evaluation of electroretinography (ERG) parameters as a biomarker for ADHD. Prog Neuropsychopharmacol Biol Psychiatry 2023; 127:110807. [PMID: 37290571 DOI: 10.1016/j.pnpbp.2023.110807] [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: 01/30/2023] [Revised: 05/19/2023] [Accepted: 06/01/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND The retina is recognized as an accessible part of the brain due to their common embryonic origin. The electroretinogram (ERG) has proven to be a valuable tool for detecting schizophrenia and bipolarity. We therefore investigated its ability to detect ADHD. METHODS The cone and rod luminance response functions of the ERG were recorded in 26 ADHD subjects (17 women and 9 men) and 25 controls (16 women and 9 men). RESULTS No significant differences were found between the mixed groups, but sexual dysmorphia was observed in the significant results. In males, a significant prolonged cone a-wave latency was observed in the ADHD group. In females, we observed a significant decrease in the cone a- and b-wave amplitudes and a trend for a prolonged cone b-wave latency as well as a higher scotopic mixed rod-cone a-wave in the ADHD group. CONCLUSION The data obtained in this study show the potential of the ERG to detect ADHD, warranting further large-scale studies.
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Affiliation(s)
- Marc-André Dubois
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada; School of Psychology, Faculty of Social Sciences, Université Laval, Quebec, QC, Canada
| | - Charles-Antoine Pelletier
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada
| | - Chantal Mérette
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada; Department of Psychiatry and Neurosciences, Faculty of Medicine, Université Laval, Quebec, QC, Canada
| | - Valérie Jomphe
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada
| | - Rose Turgeon
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada
| | - Richard E Bélanger
- CHU de Québec Research Centre, Quebec, QC, Canada; Department of Pediatrics, Faculty of Medicine, Université Laval, Quebec, QC, Canada
| | - Simon Grondin
- School of Psychology, Faculty of Social Sciences, Université Laval, Quebec, QC, Canada
| | - Marc Hébert
- CERVO Brain Research Centre, Centre Intégré Universitaire de Santé et des Services Sociaux de la Capitale Nationale, Quebec, QC, Canada; Department of Ophthalmology and Otorhinolaryngology - Head and Neck Surgery, Faculty of Medicine, Université Laval, Quebec, QC, Canada.
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Grønneberg SV, Engebretsen E, Torp Løkkeberg S. When ADHD knocks on the door - discourse theory as a frame to explore subject positions and mental wellbeing before diagnosis. Int J Qual Stud Health Well-being 2023; 18:2209964. [PMID: 37155151 PMCID: PMC10167886 DOI: 10.1080/17482631.2023.2209964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/10/2023] Open
Abstract
PURPOSE Attention deficit hyperactivity disorder (ADHD) is currently the most prevalent childhood psychiatric diagnosis. This article reports how 10 young adults in Norway positioned themselves before they were diagnosed with ADHD either during early childhood or adolescence. A central theme is how these subject-positions relate to societal norms and mental well-being. METHOD Individual interviews were conducted, and the transcriptions of the interviews were analysed according to discourse theory. RESULT Six central subject positions were identified which in turn related to two major positions: 1) failure with schoolwork and 2) struggle in social interaction. The findings indicated specific emotional and environmental needs and that individuals were confronted with societal norms related to the criteria for ADHD prior to and regardless of whether one had received a formal diagnosis. CONCLUSION We argue that analysing subject positions provides important knowledge regarding ADHD that is useful for individuals, parents, teachers, practitioners, policymakers, and helping professionals in the field of mental health and education when it comes to interventions that support children who possess different temperaments.
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Affiliation(s)
- Siv Vea Grønneberg
- Faculty of Health, Welfare and Organisation, Østfold University College, Fredrikstad, Norway
| | | | - Stine Torp Løkkeberg
- Faculty of Health, Welfare and Organisation, Østfold University College, Fredrikstad, Norway
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Nili AN, Miller M, Zhang Y, Sherlock PR, Burns JL, Zola A, Kaat A, Wakschlag LS, Krogh-Jespersen S. What is typical: Atypical in young children's attention regulation?: Characterizing the developmental spectrum with the Multidimensional Assessment Profiles-Attention Regulation Infant-Toddler (MAPS-AR-IT) Scale. Infant Ment Health J 2023; 44:781-793. [PMID: 37919260 PMCID: PMC10947604 DOI: 10.1002/imhj.22087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/05/2023] [Accepted: 08/04/2023] [Indexed: 11/04/2023]
Abstract
While attention dysregulation is a promising early indicator of neurodevelopmental risk, in particular attention-deficit/hyperactivity disorder (ADHD), it is difficult to characterize clinical concern due to its developmental expectability at the transition to toddlerhood. Thus, explicating the typical:atypical continuum of risk indicators is among the key future directions for research to promote early identification and intervention, and prevent decrements in the attainment of developmental milestones into early childhood. In this paper, we present the Multidimensional Assessment Profiles-Attention Regulation Infant-Toddler (MAPS-AR-IT) Scale, a novel parent-report survey of dimensional, developmentally specified indicators of attention (dys)regulation. Item Response Theory was employed to characterize the typical:atypical spectrum of both normative and more concerning dysregulation (including the contexts in which behavior occurs). We provide evidence of the validity of this measure in capturing the full typical:atypical spectrum via a longitudinal sample of typically developing children at 12-18 months of age (baseline) via concurrent scores on well-validated temperament and clinical measures. We also examine longitudinal stability and predictive validity if the MAPS-AR-IT via a clinical interview of ADHD symptoms at 24-30 months (follow-up). While not diagnostic, we present evidence of the utility of the MAPS-AR-IT in explicating individual neurodevelopmental risk and elucidating the broader typicality of behaviors related to attention (dys)regulation.
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Affiliation(s)
- Amanda N Nili
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Meghan Miller
- Department of Psychiatry, University of California, Davis, California, USA
| | - Yudong Zhang
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Philip R Sherlock
- Ringgold Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - James L Burns
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Anne Zola
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Aaron Kaat
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Lauren S Wakschlag
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
| | - Sheila Krogh-Jespersen
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Institute for Innovations in Developmental Sciences, Northwestern University, Chicago, Illinois, USA
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9
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Ramanathan D, Kipnis P, Klaas P, Aaron KA, Anne S. Attention-deficit/hyperactivity disorder in children with hearing loss. Int J Pediatr Otorhinolaryngol 2023; 171:111612. [PMID: 37329702 DOI: 10.1016/j.ijporl.2023.111612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/29/2023] [Accepted: 06/01/2023] [Indexed: 06/19/2023]
Abstract
OBJECTIVE To evaluate rates of Attention-Deficit/Hyperactivity Disorder (AD/HD) diagnosis among pediatric patients with normal hearing (NH) and hearing loss (HL) with and without comorbidities. STUDY DESIGN Retrospective cohort study of NH and HL patients following chart review of all pediatric patients with a history of tympanostomy tube placement treated at the Cleveland Clinic Foundation between 2019 and 2022. METHODS Patient demographic information, hearing status (type of HL, laterality, severity), and comorbidities including prematurity, genetic syndromes, disorders with neurological impairment, and autism spectrum disorder (ASD) were collected. Rate of AD/HD amongst HL and NH cohorts with and without comorbidities were compared using Fisher's exact test. Covariate-adjusted analysis was also completed (sex, current age, age at tube placement, and OSA). The primary outcome of interest was rates of AD/HD among children with NH and HL, and the secondary outcome of interest was the impact of comorbidities on rates of AD/HD diagnosis in these cohorts. RESULTS Of the 919 screened patients between 2019 and 2022, there were 778 NH patients and 141 HL patients (80 bilateral, 61 unilateral). HL ranged from mild (n = 110) to moderate (n = 21) to severe/profound (n = 9). Overall, the rate of AD/HD was significantly higher in HL children (12.1% HL vs 3.6% NH, p < 0.001). Of the 919 patients, 157 had comorbidities. In children without comorbidities, HL children still had significantly higher rates of AD/HD compared to NH children (8.0% vs 1.9%, p = 0.02), but there was loss of significance after covariate adjustment (p = 0.72). CONCLUSION The rate of AD/HD among children with HL (12.1%) is higher than the rate of AD/HD in NH children (3.6%), consistent with previous findings. After excluding patients with comorbidities and adjusting for covariates, there are similar rates of AD/HD between HL and NH patients. Given high rates of comorbidities and AD/HD in HL patients and potential for augmented developmental challenges, clinicians should have a low threshold to refer children with HL for neurocognitive testing, particularly those with any of the comorbidities or covariates described in this study.
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Affiliation(s)
- Diya Ramanathan
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Pavel Kipnis
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Patricia Klaas
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Ksenia A Aaron
- Head and Neck Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Samantha Anne
- Head and Neck Institute, Cleveland Clinic, Cleveland, OH, USA.
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10
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Fan HC, Chiang KL, Chang KH, Chen CM, Tsai JD. Epilepsy and Attention Deficit Hyperactivity Disorder: Connection, Chance, and Challenges. Int J Mol Sci 2023; 24:ijms24065270. [PMID: 36982345 PMCID: PMC10049646 DOI: 10.3390/ijms24065270] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/20/2023] [Accepted: 03/01/2023] [Indexed: 03/12/2023] Open
Abstract
Comorbidities are common in children with epilepsy, with nearly half of the patients having at least one comorbidity. Attention deficit hyperactivity disorder (ADHD) is a psychiatric disorder characterized by hyperactivity and inattentiveness level disproportional to the child’s developmental stage. The burden of ADHD in children with epilepsy is high and can adversely affect the patients’ clinical outcomes, psychosocial aspects, and quality of life. Several hypotheses were proposed to explain the high burden of ADHD in childhood epilepsy; the well-established bidirectional connection and shared genetic/non-genetic factors between epilepsy and comorbid ADHD largely rule out the possibility of a chance in this association. Stimulants are effective in children with comorbid ADHD, and the current body of evidence supports their safety within the approved dose. Nonetheless, safety data should be further studied in randomized, double-blinded, placebo-controlled trials. Comorbid ADHD is still under-recognized in clinical practice. Early identification and management of comorbid ADHD are crucial to optimize the prognosis and reduce the risk of adverse long-term neurodevelopmental outcomes. The identification of the shared genetic background of epilepsy and ADHD can open the gate for tailoring treatment options for these patients through precision medicine.
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Affiliation(s)
- Hueng-Chuen Fan
- Department of Pediatrics, Tungs’ Taichung Metroharbor Hospital, Wuchi, Taichung 435, Taiwan
- Department of Rehabilitation, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli 356, Taiwan
- Department of Life Sciences, Agricultural Biotechnology Center, National Chung Hsing University, Taichung 402, Taiwan
| | - Kuo-Liang Chiang
- Department of Pediatric Neurology, Kuang-Tien General Hospital, Taichung 433, Taiwan
- Department of Nutrition, Hungkuang University, Taichung 433, Taiwan
| | - Kuang-Hsi Chang
- Department of Medical Research, Tungs’ Taichung Metroharbor Hospital, Wuchi, Taichung 435, Taiwan
| | - Chuan-Mu Chen
- Department of Life Sciences, Agricultural Biotechnology Center, National Chung Hsing University, Taichung 402, Taiwan
- The iEGG and Animal Biotechnology Center, and Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung 402, Taiwan
- Correspondence: (C.-M.C.); (J.-D.T.); Tel.: +886-4-22840319-701 (C.-M.C.); +886-4-24730022-21731 (J.-D.T.)
| | - Jeng-Dau Tsai
- School of Medicine, Chung Shan Medical University, Taichung 402, Taiwan
- Department of Pediatrics, Chung Shan Medical University Hospital, Taichung 402, Taiwan
- Correspondence: (C.-M.C.); (J.-D.T.); Tel.: +886-4-22840319-701 (C.-M.C.); +886-4-24730022-21731 (J.-D.T.)
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11
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Kim WP, Kim HJ, Pack SP, Lim JH, Cho CH, Lee HJ. Machine Learning-Based Prediction of Attention-Deficit/Hyperactivity Disorder and Sleep Problems With Wearable Data in Children. JAMA Netw Open 2023; 6:e233502. [PMID: 36930149 PMCID: PMC10024208 DOI: 10.1001/jamanetworkopen.2023.3502] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
IMPORTANCE Early detection of attention-deficit/hyperactivity disorder (ADHD) and sleep problems is paramount for children's mental health. Interview-based diagnostic approaches have drawbacks, necessitating the development of an evaluation method that uses digital phenotypes in daily life. OBJECTIVE To evaluate the predictive performance of machine learning (ML) models by setting the data obtained from personal digital devices comprising training features (ie, wearable data) and diagnostic results of ADHD and sleep problems by the Kiddie Schedule for Affective Disorders and Schizophrenia Present and Lifetime Version for Diagnostic and Statistical Manual of Mental Disorders, 5th edition (K-SADS) as a prediction class from the Adolescent Brain Cognitive Development (ABCD) study. DESIGN, SETTING, AND PARTICIPANTS In this diagnostic study, wearable data and K-SADS data were collected at 21 sites in the US in the ABCD study (release 3.0, November 2, 2020, analyzed October 11, 2021). Screening data from 6571 patients and 21 days of wearable data from 5725 patients collected at the 2-year follow-up were used, and circadian rhythm-based features were generated for each participant. A total of 12 348 wearable data for ADHD and 39 160 for sleep problems were merged for developing ML models. MAIN OUTCOMES AND MEASURES The average performance of the ML models was measured using an area under the receiver operating characteristics curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). In addition, the Shapley Additive Explanations value was used to calculate the importance of features. RESULTS The final population consisted of 79 children with ADHD problems (mean [SD] age, 144.5 [8.1] months; 55 [69.6%] males) vs 1011 controls and 68 with sleep problems (mean [SD] age, 143.5 [7.5] months; 38 [55.9%] males) vs 3346 controls. The ML models showed reasonable predictive performance for ADHD (AUC, 0.798; sensitivity, 0.756; specificity, 0.716; PPV, 0.159; and NPV, 0.976) and sleep problems (AUC, 0.737; sensitivity, 0.743; specificity, 0.632; PPV, 0.036; and NPV, 0.992). CONCLUSIONS AND RELEVANCE In this diagnostic study, an ML method for early detection or screening using digital phenotypes in children's daily lives was developed. The results support facilitating early detection in children; however, additional follow-up studies can improve its performance.
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Affiliation(s)
- Won-Pyo Kim
- LumanLab Inc, R&D Center, Seoul, South Korea
| | - Hyun-Jin Kim
- Department of Psychiatry, Chungnam National University Sejong Hospital, Sejong, South Korea
| | - Seung Pil Pack
- Department of Biotechnology and Bioinformatics, Korea University, Sejong, South Korea
| | | | - Chul-Hyun Cho
- Department of Psychiatry, Korea University College of Medicine, Seoul, South Korea
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, South Korea
- Chronobiology Institute, Korea University, Seoul, South Korea
| | - Heon-Jeong Lee
- Department of Psychiatry, Korea University College of Medicine, Seoul, South Korea
- Chronobiology Institute, Korea University, Seoul, South Korea
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12
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Tobarra‐Sanchez E, Riglin L, Agha SS, Stergiakouli E, Thapar A, Langley K. Preschool development, temperament and genetic liability as early markers of childhood ADHD: A cohort study. JCPP ADVANCES 2022; 2:e12099. [PMID: 36478889 PMCID: PMC9716640 DOI: 10.1002/jcv2.12099] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 08/01/2022] [Indexed: 11/08/2022] Open
Abstract
Background ADHD is associated with multiple adverse outcomes and early identification is important. The present study sets out to identify early markers and developmental characteristics during the first 30 months of life that are associated with ADHD 6 years later. Methods 9201 participants from the prospective Avon Longitudinal Study of Parents and Children (ALSPAC) birth cohort were included. Outcome measures were parent-rated ADHD symptom scores (Strengths and Difficulties Questionnaire, SDQ) and ADHD diagnosis (Development and Wellbeing Assessment, DAWBA) at age 7. Seventeen putative markers were identified from previous literature and included: pre- and peri-natal risk factors, genetic liability (ADHD polygenic risk scores, PRS), early development, temperament scores and regulatory problems. Associations were examined using regression analysis. Results Univariable regression analysis showed that multiple early life factors were associated with future ADHD outcomes, even after controlling for sex and socio-economic status. In a multivariable linear regression model; temperament activity scores (B = 0.107, CI = 0.083-0.132), vocabulary delay (B = 0.605, CI = 0.211-0.988), fine motor delay (B = 0.693, CI = 0.360-1.025) and ADHD PRS (B = 0.184, CI = 0.074-0.294) were associated with future symptoms (R 2 = 10.7%). In a multivariable logistic regression model, ADHD PRS (OR = 1.39, CI = 1.10-1.77) and temperament activity scores (OR = 1.09, CI = 1.04-1.16) showed association with ADHD diagnosis. Conclusion As well as male sex and lower socio-economic status, high temperament activity levels and motor and speech delays in the first 30 months of life, are associated with childhood ADHD. Intriguingly, given that genetic risk scores are known to explain little of the variance of ADHD outcomes, we found that ADHD PRS added useful predictive information. Future research needs to test whether predictive models incorporating aspects of early development and genetic risk scores are useful for predicting ADHD in clinical practice.
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Affiliation(s)
- Esther Tobarra‐Sanchez
- Child and Adolescent Psychiatry SectionDivision of Psychological Medicine and Clinical Neurosciences and MRC Centre for Neuropsychiatric Genetics and GenomicsSchool of MedicineCardiff UniversityCardiffUK,Cwm Taf Morgannwg University Health BoardCardiffUK
| | - Lucy Riglin
- Child and Adolescent Psychiatry SectionDivision of Psychological Medicine and Clinical Neurosciences and MRC Centre for Neuropsychiatric Genetics and GenomicsSchool of MedicineCardiff UniversityCardiffUK
| | - Sharifah S. Agha
- Child and Adolescent Psychiatry SectionDivision of Psychological Medicine and Clinical Neurosciences and MRC Centre for Neuropsychiatric Genetics and GenomicsSchool of MedicineCardiff UniversityCardiffUK,Cwm Taf Morgannwg University Health BoardCardiffUK
| | - Evie Stergiakouli
- MRC Integrative Epidemiology UnitUniversity of BristolBristolUK,Population Health SciencesBristol Medical SchoolUniversity of BristolBristolUK
| | - Anita Thapar
- Child and Adolescent Psychiatry SectionDivision of Psychological Medicine and Clinical Neurosciences and MRC Centre for Neuropsychiatric Genetics and GenomicsSchool of MedicineCardiff UniversityCardiffUK
| | - Kate Langley
- Child and Adolescent Psychiatry SectionDivision of Psychological Medicine and Clinical Neurosciences and MRC Centre for Neuropsychiatric Genetics and GenomicsSchool of MedicineCardiff UniversityCardiffUK,School of PsychologyCardiff UniversityCardiffUK
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13
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Law E, Sideridis G, Alkhadim G, Snyder J, Sheridan M. Classifying Young Children with Attention-Deficit/Hyperactivity Disorder Based on Child, Parent, and Family Characteristics: A Cross-Validation Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19159195. [PMID: 35954547 PMCID: PMC9368489 DOI: 10.3390/ijerph19159195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/26/2022] [Accepted: 07/26/2022] [Indexed: 02/01/2023]
Abstract
We aimed to identify subgroups of young children with differential risks for ADHD, and cross-validate these subgroups with an independent sample of children. All children in Study 1 (N = 120) underwent psychological assessments and were diagnosed with ADHD before age 7. Latent class analysis (LCA) classified children into risk subgroups. Study 2 (N = 168) included an independent sample of children under age 7. A predictive model from Study 1 was applied to Study 2. The latent class analyses in Study 1 indicated preference of a 3-class solution (BIC = 3807.70, p < 0.001). Maternal education, income-to-needs ratio, and family history of psychopathology, defined class membership more strongly than child factors. An almost identical LCA structure from Study 1 was replicated in Study 2 (BIC = 5108.01, p < 0.001). Indices of sensitivity (0.913, 95% C.I. 0.814−0.964) and specificity (0.788, 95% C.I. 0.692−0.861) were high across studies. It is concluded that the classifications represent valid combinations of child, parent, and family characteristics that are predictive of ADHD in young children.
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Affiliation(s)
- Evelyn Law
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore;
- Department of Paediatrics, Khoo Teck Puat-National University Children’s Medical Institute, National University Health System, Singapore 119228, Singapore
- Singapore Institute of Clinical Sciences, Agency of Science, Technology and Research, Singapore 117609, Singapore
| | - Georgios Sideridis
- ICCTR, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
- Department of Primary Education, National and Kapodistrian University of Athens, 157 72 Athens, Greece
- Correspondence:
| | - Ghadah Alkhadim
- Department of Psychology, College of Arts, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia;
| | - Jenna Snyder
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599, USA; (J.S.); (M.S.)
| | - Margaret Sheridan
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27599, USA; (J.S.); (M.S.)
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14
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Pandria N, Petronikolou V, Lazaridis A, Karapiperis C, Kouloumpris E, Spachos D, Fachantidis A, Vasiliou D, Vlahavas I, Bamidis P. An Information System for Symptom Diagnosis and Improvement of Attention Deficit Hyperactivity Disorder: The ADHD360 Project (Preprint). JMIR Res Protoc 2022; 11:e40189. [PMID: 36169998 PMCID: PMC9557982 DOI: 10.2196/40189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 06/22/2022] [Accepted: 06/24/2022] [Indexed: 11/13/2022] Open
Abstract
Background Attention deficit hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders during childhood; however, the diagnosis procedure remains challenging, as it is nonstandardized, multiparametric, and highly dependent on subjective evaluation of the perceived behavior. Objective To address the challenges of existing procedures for ADHD diagnosis, the ADHD360 project aims to develop a platform for (1) early detection of ADHD by assessing the user’s likelihood of having ADHD characteristics and (2) providing complementary training for ADHD management. Methods A 2-phase nonrandomized controlled pilot study was designed to evaluate the ADHD360 platform, including ADHD and non-ADHD participants aged 7 to 16 years. At the first stage, an initial neuropsychological evaluation along with an interaction with the serious game developed (“Pizza on Time”) for approximately 30-45 minutes is performed. Subsequently, a 2-week behavior monitoring of the participants through the mADHD360 app is planned after a telephone conversation between the participants’ parents and the psychologist, where the existence of any behaviors characteristic of ADHD that affect daily functioning is assessed. Once behavior monitoring is complete, the research team invites the participants to the second stage, where they play the game for a mean duration of 10 weeks (2 times per week). Once the serious game is finished, a second round of behavior monitoring is performed following the same procedures as the initial one. During the study, gameplay data were collected and preprocessed. The protocol of the pilot trials was initially designed for in-person participation, but after the COVID-19 outbreak, it was adjusted for remote participation. State-of-the-art machine learning (ML) algorithms were used to analyze labeled gameplay data aiming to detect discriminative gameplay patterns among the 2 groups (ADHD and non-ADHD) and estimate a player’s likelihood of having ADHD characteristics. A schema including a train-test splitting with a 75:25 split ratio, k-fold cross-validation with k=3, an ML pipeline, and data evaluation were designed. Results A total of 43 participants were recruited for this study, where 18 were diagnosed with ADHD and the remaining 25 were controls. Initial neuropsychological assessment confirmed that the participants in the ADHD group showed a deviation from the participants without ADHD characteristics. A preliminary analysis of collected data consisting of 30 gameplay sessions showed that the trained ML models achieve high performance (ie, accuracy up to 0.85) in correctly predicting the users’ labels (ADHD or non-ADHD) from their gameplay session on the ADHD360 platform. Conclusions ADHD360 is characterized by its notable capacity to discriminate player gameplay behavior as either ADHD or non-ADHD. Therefore, the ADHD360 platform could be a valuable complementary tool for early ADHD detection. Trial Registration ClinicalTrials.gov NCT04362982; https://clinicaltrials.gov/ct2/show/NCT04362982 International Registered Report Identifier (IRRID) RR1-10.2196/40189
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Affiliation(s)
- Niki Pandria
- Medical Physics and Digital Innovation Lab, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Vasileia Petronikolou
- Medical Physics and Digital Innovation Lab, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Aristotelis Lazaridis
- Intelligent Systems Lab, Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Eleftherios Kouloumpris
- Intelligent Systems Lab, Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitris Spachos
- Medical Physics and Digital Innovation Lab, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Anestis Fachantidis
- Intelligent Systems Lab, Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Ioannis Vlahavas
- Intelligent Systems Lab, Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Panagiotis Bamidis
- Medical Physics and Digital Innovation Lab, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
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15
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A New Perspective on Assessing Cognition in Children through Estimating Shared Intentionality. J Intell 2022; 10:jintelligence10020021. [PMID: 35466234 PMCID: PMC9036231 DOI: 10.3390/jintelligence10020021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/20/2022] [Accepted: 03/26/2022] [Indexed: 02/06/2023] Open
Abstract
This theoretical article aims to create a conceptual framework for future research on digital methods for assessing cognition in children through estimating shared intentionality, different from assessing through behavioral markers. It shows the new assessing paradigm based directly on the evaluation of parent-child interaction exchanges (protoconversation), allowing early monitoring of children’s developmental trajectories. This literature analysis attempts to understand how cognition is related to emotions in interpersonal dynamics and whether assessing these dynamics shows cognitive abilities in children. The first part discusses infants’ unexpected achievements, observing the literature about children’s development. The analysis supposes that due to the caregiver’s help under emotional arousal, newborns’ intentionality could appear even before it is possible for children’s intention to occur. The emotional bond evokes intentionality in neonates. Therefore, they can manifest unexpected achievements while performing them with caregivers. This outcome shows an appearance of protoconversation in adult-children dyads through shared intentionality. The article presents experimental data of other studies that extend our knowledge about human cognition by showing an increase of coordinated neuronal activities and the acquisition of new knowledge by subjects in the absence of sensory cues. This highlights the contribution of interpersonal interaction to gain cognition, discussed already by Vygotsky. The current theoretical study hypothesizes that if shared intentionality promotes cognition from the onset, this interaction modality can also facilitate cognition in older children. Therefore in the second step, the current article analyzes empirical data of recent studies that reported meaningful interaction in mother-infant dyads without sensory cues. It discusses whether an unbiased digital assessment of the interaction ability of children is possible before the age when the typical developmental trajectory implies verbal communication. The article develops knowledge for a digital assessment that can measure the extent of children’s ability to acquire knowledge through protoconversation. This specific assessment can signalize the lack of communication ability in children even when the typical trajectory of peers’ development does not imply verbal communication.
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Martin CP, Shoulberg EK, Hoza B. The Developmental Course of Teacher-Rated ADHD Symptom Levels in an Early Childhood Community Sample. J Atten Disord 2022; 26:456-466. [PMID: 33660546 DOI: 10.1177/1087054721997561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE This study examined trajectories of inattention and hyperactivity/impulsivity symptom levels across one preschool year and explored variation in trajectories by age, sex, and end-of-year impairment. METHOD Participants were 261 preschoolers (87% Head Start; 59% Caucasian; 53% boys; Mage = 3.97 years). Teachers rated ADHD symptom levels four times throughout one academic year. RESULTS Results showed a course of increasing inattention that decelerated over time and steadily increasing hyperactivity/impulsivity. Group-based finite mixture modeling revealed three trajectories of inattention: stable low (57%), change (32%), and stable high (11%), as well as three trajectories of hyperactivity/impulsivity: stable low (63%), increasing (26%), and stable high (11%). Compared to children with increasing or changing symptoms levels, children with stable high levels were more impaired and children with stable low symptom levels were less impaired. CONCLUSION Findings suggest a "wait and see" approach to treatment may miss an important opportunity for early intervention.
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Shuai L, Wang Y, Li W, Wilson A, Wang S, Chen R, Zhang J. Executive Function Training for Preschool Children With ADHD: A Randomized Controlled Trial. J Atten Disord 2021; 25:2037-2047. [PMID: 32964771 DOI: 10.1177/1087054720956723] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVE This randomized controlled study explored the efficacy, feasibility, and acceptability of executive function training (EFT) for preschool children with ADHD. METHOD The current study design was an 8 week randomized parallel groups, single-blinded trial, using EFT-P. A total of 96 children with an ADHD diagnosis at age 4 to 5 years old were randomized into the intervention group and waitlist group. In the intervention group, 46 out of 50 participants completed the 8-week program, compared with 39 out of 46 in the waiting group. The level of ADHD symptoms and the executive function (EF) were evaluated by both neuropsychological tests from NEPSY Second Edition (NEPSY-II) and Behavior Rating Inventory of Executive Function Preschool version (BRIEF-P). RESULTS The EFT is feasible to administer and is acceptable for preschool children, with a 93% retention rate. Results showed that following the intervention, the visual-motor precision (p = .024), ADHD diagnostic state (p = .01), and oppositional defiant symptoms (p = .023) improved significantly in preschool children. However, the symptoms of ADHD and other EF evaluations were found to be insignificant. CONCLUSION The EFT is feasible, acceptable, and potentially effective to reduce symptoms and improve EF for preschool children with ADHD. The next step is to extend the program time and provide more frequent practice of activities between the children and the therapist and/or parent, to improve the effectiveness.
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Affiliation(s)
- Lan Shuai
- Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China.,Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, China
| | | | - Wei Li
- Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China
| | | | - Shanshan Wang
- Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China
| | - Runsen Chen
- Central South University, Chinese National Clinical Research Centre on Mental Disorders (Xiangya), Chinese National Technology Institute on Mental Disorders, Hunan Key Laboratory of Psychiatry and Mental Health, China
| | - Jinsong Zhang
- Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China.,Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, China
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18
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Rahman MS, Takahashi N, Iwabuchi T, Nishimura T, Harada T, Okumura A, Takei N, Nomura Y, Tsuchiya KJ. Elevated risk of attention deficit hyperactivity disorder (ADHD) in Japanese children with higher genetic susceptibility to ADHD with a birth weight under 2000 g. BMC Med 2021; 19:229. [PMID: 34556092 PMCID: PMC8461893 DOI: 10.1186/s12916-021-02093-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 08/11/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Both genetic and pre- and perinatal factors, including birth weight, have been implicated in the onset of attention deficit hyperactivity disorder (ADHD) traits among children. This study aimed to elucidate to what extent the genetic risk of ADHD moderates the association between birth weight and ADHD traits among Japanese children. METHODS We conducted a longitudinal birth cohort study (Hamamatsu Birth Cohort for Mother and Children Study) to investigate the association of genetic risk for ADHD and low birth weight with ADHD traits among Japanese children. Out of 1258 children, we included 796 who completed follow-ups at 8 to 9 years of age. Birth weight was categorized as <2000 g, 2000-2499 g, and ≥2500 g. Polygenic risk score for ADHD was generated using the summary data of a large-scale genome-wide association study. The Rating Scale IV (ADHD-RS) assessed ADHD traits (inattention and hyperactivity/impulsivity) based on parental reports. Following previous studies, sex, birth order of the child, gestational age at birth, mother's age at delivery, educational attainment, pre-pregnancy body mass index, pre-pregnancy or during pregnancy smoking status, alcohol consumption during pregnancy, father's age, education, and annual family income were considered as covariates. Multivariable negative binomial regression was applied to evaluate the association between birth weight and ADHD traits, while adjusting for potential covariates. The interaction term between birth weight categories and binary polygenic risk was added to the model. RESULTS Birth weight of 2000-2499 g was not associated with ADHD traits. Birth weight under 2000 g was significantly associated with both inattention and hyperactivity. When accounting for higher and lower genetic risk for ADHD, only those with higher genetic risk and birth weight < 2000 g were associated with inattention (rate ratio [RR] 1.56, 95% CI 1.07-2.27) and hyperactivity (RR 1.87, 95% CI 1.14-3.06). CONCLUSIONS Birth weight under 2000 g, together with the genetic risk of ADHD, contributes to higher levels of ADHD traits among Japanese children aged 8 to 9 years. The suggested association between low birth weight and ADHD is confined to children with a genetic susceptibility to ADHD, indicating the relevance of genetic-environmental interactions in the etiology.
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Affiliation(s)
- Md Shafiur Rahman
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan
| | - Nagahide Takahashi
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan.,Department of Child and Adolescent Psychiatry, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Toshiki Iwabuchi
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan
| | - Tomoko Nishimura
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan
| | - Taeko Harada
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan
| | - Akemi Okumura
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan
| | - Nori Takei
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan.,Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Yoko Nomura
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan.,Queens College and Graduate Center, City University of New York, New York, NY, USA
| | - Kenji J Tsuchiya
- Research Centre for Child Mental Development, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu, 431-3192, Japan. .,United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Hamamatsu, Japan.
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Miller M, Iosif AM, Bell LJ, Farquhar-Leicester A, Hatch B, Hill A, Hill MM, Solis E, Young GS, Ozonoff S. Can Familial Risk for ADHD Be Detected in the First Two Years of Life? JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2021; 50:619-631. [PMID: 31951755 PMCID: PMC7365744 DOI: 10.1080/15374416.2019.1709196] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Objective: We evaluated trajectories of attention-deficit/hyperactivity (ADHD)-relevant behaviors in a sample of infants at high and low familial risk for ADHD who were prospectively evaluated at 12, 18, and 24 months of age.Method: Participants included 43 infants at risk for ADHD based on family history (i.e., diagnosed first-degree relative) and 40 low-risk infants (i.e., no family history of ADHD). Instances of inattention, out-of-seat, and grabbing behavior were coded from video; analogous constructs were rated by examiners unaware of familial risk status after completing structured standardized assessments with the infants/toddlers. At the end of each study visit, examiners solicited parents' concerns about their child's behavior. Differences in ADHD-related behaviors and parent concerns were examined between 12 and 24 months of age.Results: Infants with an older sibling or parent diagnosed with ADHD were distinguishable from infants with no family history of ADHD as early as 12 months of age based on directly observed and examiner reports of behavior, particularly with respect to hyperactive-impulsive behavior. Parents of infants at familial risk for ADHD also reported significantly more behavior/temperament concerns as early as 12 months of age compared to parents of infants at low risk for ADHD.Conclusions: These findings highlight the ability to detect genetic liability for ADHD by the end of the first year of life, suggesting that well-designed family risk studies of ADHD are feasible and may be clinically valuable. They also suggest the potential for earlier detection of risk for ADHD than has previously been possible.
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Affiliation(s)
- Meghan Miller
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Ana-Maria Iosif
- Department of Public Health Sciences, University of California, Davis
| | - Laura J Bell
- Department of Psychology, University of California, Berkeley
| | | | - Burt Hatch
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Alesha Hill
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Monique Moore Hill
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Erika Solis
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Gregory S Young
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
| | - Sally Ozonoff
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis
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20
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Halliday DWR, Kim Y, MacDonald SWS, Garcia-Barrera MA, Hundza SR, Macoun SJ. Intraindividual variability in executive and motor control tasks in children with attention deficit hyperactivity disorder. J Clin Exp Neuropsychol 2021; 43:568-578. [PMID: 34396907 DOI: 10.1080/13803395.2021.1965097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVE Emerging evidence highlights intraindividual variability (IIV) during executive function (EF) tasks as a reliable endophenotype of Attention Deficit/Hyperactivity Disorder (ADHD) and as contributing to motor dysregulation and hyperactive-impulsive behaviors. This study examined the relationship between EF and motor control in children with and without ADHD. METHOD Ninety-seven children (6-13 years) completed standardized and experimental tasks of executive and motor control. Primary caregivers completed a semi-structured interview, and behavioral rating forms for ADHD symptoms and EF. RESULTS Children with ADHD demonstrated lower performance on motor dexterity and sequencing tasks, and greater IIV during EF tasks with lower cognitive demand. IIV accounted for ADHD symptoms of hyperactivity, beyond age and motor dexterity. IIV from EF measures with lower cognitive demand was also sensitive to ADHD symptoms. CONCLUSION IIV metrics may tap into the motor regulation challenges associated with ADHD, as well as attentional lapsing at lower levels of cognitive demand.
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Affiliation(s)
- Drew W R Halliday
- Department Of Psychology, University Of Victoria, Victoria, British Columbia, V8W 2Y2, Canada.,Child Development Laboratory, University Of Victoria, Victoria, British Columbia, Canada.,Institute Of Aging And Lifelong Health, University Of Victoria, Victoria, British Columbia, Canada
| | - Yaewon Kim
- Department Of Psychology, University Of Victoria, Victoria, British Columbia, V8W 2Y2, Canada.,Child Development Laboratory, University Of Victoria, Victoria, British Columbia, Canada
| | - Stuart W S MacDonald
- Department Of Psychology, University Of Victoria, Victoria, British Columbia, V8W 2Y2, Canada.,Institute Of Aging And Lifelong Health, University Of Victoria, Victoria, British Columbia, Canada
| | - Mauricio A Garcia-Barrera
- Department Of Psychology, University Of Victoria, Victoria, British Columbia, V8W 2Y2, Canada.,Institute Of Aging And Lifelong Health, University Of Victoria, Victoria, British Columbia, Canada
| | - Sandra R Hundza
- Institute Of Aging And Lifelong Health, University Of Victoria, Victoria, British Columbia, Canada.,School Of Exercise Science, Physical And Health Education, University Of Victoria, Victoria, British Columbia, Canada
| | - Sarah J Macoun
- Department Of Psychology, University Of Victoria, Victoria, British Columbia, V8W 2Y2, Canada.,Child Development Laboratory, University Of Victoria, Victoria, British Columbia, Canada
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21
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Laria JC, Delgado-Gómez D, Peñuelas-Calvo I, Baca-García E, Lillo RE. Accurate Prediction of Children's ADHD Severity Using Family Burden Information: A Neural Lasso Approach. Front Comput Neurosci 2021; 15:674028. [PMID: 34234664 PMCID: PMC8255467 DOI: 10.3389/fncom.2021.674028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 05/20/2021] [Indexed: 11/30/2022] Open
Abstract
The deep lasso algorithm (dlasso) is introduced as a neural version of the statistical linear lasso algorithm that holds benefits from both methodologies: feature selection and automatic optimization of the parameters (including the regularization parameter). This last property makes dlasso particularly attractive for feature selection on small samples. In the two first conducted experiments, it was observed that dlasso is capable of obtaining better performance than its non-neuronal version (traditional lasso), in terms of predictive error and correct variable selection. Once that dlasso performance has been assessed, it is used to determine whether it is possible to predict the severity of symptoms in children with ADHD from four scales that measure family burden, family functioning, parental satisfaction, and parental mental health. Results show that dlasso is able to predict parents' assessment of the severity of their children's inattention from only seven items from the previous scales. These items are related to parents' satisfaction and degree of parental burden.
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Affiliation(s)
- Juan C Laria
- Department of Statistics, University Carlos III of Madrid, Madrid, Spain
| | - David Delgado-Gómez
- Department of Statistics, University Carlos III of Madrid, Madrid, Spain.,Santander Big Data Institute, Universidad Carlos III de Madrid, Madrid, Spain
| | | | - Enrique Baca-García
- Department of Psychiatry, Fundación Jiménez Díaz Hospital, Madrid, Spain.,Department of Psychiatry, Nimes University Hospital, Nimes, France
| | - Rosa E Lillo
- Department of Statistics, University Carlos III of Madrid, Madrid, Spain.,Santander Big Data Institute, Universidad Carlos III de Madrid, Madrid, Spain
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22
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Jungersen CM, Lonigan CJ. Do Parent and Teacher Ratings of ADHD Reflect the Same Constructs? A Measurement Invariance Analysis. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2021; 43:778-792. [DOI: 10.1007/s10862-021-09874-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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23
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Ohmann S, Wurzer M, Popow C. Attention-deficit hyperactivity disorder and executive dysfunction in preschool children. A comparison of NEPSY and BRIEF-P assessments. Encephale 2021; 48:232-240. [PMID: 34092380 DOI: 10.1016/j.encep.2021.02.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 01/27/2021] [Accepted: 02/12/2021] [Indexed: 11/29/2022]
Abstract
OBJECTIVE The aim of the study was to explore prevalence, interrelations and accuracy of assessing psychopathology, intelligence, and executive functions (EF) in preschool children with ADHD (age 2.1-6.5 years). METHOD We prospectively investigated 115 preschool outpatient children (91 boys, 24 girls, aged 4.3±1.0 years) with the clinical diagnosis of ADHD. Assessment included clinical history, background, psychosocial problems (CBCL, C-TRF), ADHD (DISYPS external ratings), cognitive performance (WPPSI-III, K-ABC), and executive functions (BRIEF-P, NEPSY). RESULTS We found a high frequency of dysexecutive problems in up to 64 % in the parental BRIEF-P assessments, up to 62 % in the BRIEF-P teachers' assessments, and 62 % in the NEPSY functional assessments. Parental and teachers' BRIEF-P scores were only correlated in one subscale, inhibition, and NEPSY and BRIEF-P were not correlated at all. It was found that 42.5 % of the children with noticeable findings had agreeing results in all three, and another 45 % in two tests. CONCLUSIONS About 2/3 of the ADHD preschool children had detectable EF dysfunctions. In order to assess dysexecutive problems, multi-method testing is mandatory.
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Affiliation(s)
- S Ohmann
- Department of Child and Adolescent Psychiatry, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria
| | - M Wurzer
- Institute of Statistics and Mathematics, Vienna University of Economics and Business, Building D4, Welthandelsplatz 1, 1020 Vienna, Austria
| | - C Popow
- Department of Child and Adolescent Psychiatry, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria.
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24
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Lee J, Mayall LA, Bates KE, Hill EL, Leonard HC, Farran EK. The relationship between motor milestone achievement and childhood motor deficits in children with Attention Deficit Hyperactivity Disorder (ADHD) and children with Developmental Coordination Disorder. RESEARCH IN DEVELOPMENTAL DISABILITIES 2021; 113:103920. [PMID: 33845359 DOI: 10.1016/j.ridd.2021.103920] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 02/23/2021] [Accepted: 02/23/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND The prevalence of motor impairment is high in ADHD, but we do not know if this stems from infancy. AIMS 1) to compare the acquisition of motor milestones across three groups: Typically Developing (TD), Attention Deficit Hyperactivity Disorder (ADHD) and Developmental Coordination Disorder (DCD); 2) to determine the relationship between current motor ability and ADHD characteristics in children with ADHD. METHODS AND PROCEDURES The parents of children aged 8-16 years (ADHD, N = 100; DCD, N = 66; TD, N = 40) completed three online questionnaires: Motor milestone questionnaire; Developmental Coordination Disorder Questionnaire (DCDQ'07) (concurrent motor ability); Conners 3 Parent Rating Scale Long Form (ADHD characteristics). OUTCOME AND RESULTS When considered as a group, the ADHD group achieved motor milestones within a typical timeframe, despite concurrent motor impairments. Motor ability was not associated with ADHD characteristics. Latent Profile Analysis demonstrated that 56 % of the ADHD group and 48 % of the DCD group shared the same profile of motor milestone achievement, concurrent motor ability and ADHD characteristics. OUTCOMES AND CONCLUSIONS Unlike children with DCD, the motor impairment often observed in ADHD is not evident from infancy. It is also not part of the ADHD phenotype. Individual differences analysis demonstrated the broad heterogeneity of the ADHD phenotype.
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Affiliation(s)
- Jenna Lee
- University of Surrey, Guildford, Surrey, GU2 7XH, UK.
| | | | - Kathryn E Bates
- UCL Institute of Education, Bloomsbury, London, WC1H 0AL, UK.
| | - Elisabeth L Hill
- Goldsmiths, University of London, New Cross, London, SE14 6NW, UK.
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25
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Aoki A, Niimura M, Kato T, Takehara K, Iida J, Okada T, Kurokami T, Nishimaki K, Ogura K, Okuno M, Koeda T, Igarashi T. Trajectories of Healthcare Utilization Among Children and Adolescents With Autism Spectrum Disorder and/or Attention-Deficit/Hyperactivity Disorder in Japan. Front Psychiatry 2021; 12:812347. [PMID: 35126213 PMCID: PMC8811216 DOI: 10.3389/fpsyt.2021.812347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 12/15/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Early intervention and prevention of psychiatric comorbidities of children with autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD) are urgent issues. However, the differences in the diagnoses of ASD and ADHD and psychiatric comorbidities associated with age, long-term healthcare utilization trajectories, and its associated diagnostic features have not been fully elucidated in Japan. METHOD We conducted a retrospective observational study using the medical records. Member hospitals of three major consortiums of hospitals providing child and adolescent psychiatric services in Japan were recruited for the study. Children who accessed the psychiatry services of the participating hospitals in April 2015 were followed up for 5 years, and data on their clinical diagnoses, consultation numbers, and hospitalizations were collected. Non-hierarchical clustering was performed using two 10-timepoint longitudinal variables: consultation numbers and hospitalization. Among the major clusters, the differences in the prevalence of ASD, ADHD, comorbid intellectual disability, neurotic disorders, and other psychiatric disorders were assessed. RESULTS A total of 44 facilities participated in the study (59.5%), and 1,003 participants were enrolled. Among them, 591 diagnosed with ASD and/or ADHD (58.9%) and 589 without missing data were assessed. The mean age was 10.1 years, and 363 (70.9%) were boys. Compared with the pre-schoolers, the school-aged children and adolescents had fewer ASD, more ADHD, and fewer comorbid intellectual disability diagnoses, as well as more diagnoses of other psychiatric disorders. A total of 309 participants (54.7%) continued consultation for 2 years, and 207 (35.1%) continued for 5 years. Clustering analysis identified three, two, and three major clusters among pre-schoolers, school-aged children, and adolescents, respectively. The largest cluster was characterized by early termination of the consultation and accounted for 55.4, 70.6, and 73.4% of pre-schoolers, school-aged children, and adolescents, respectively. Among the school-aged children, the diagnosis of ADHD was associated with a cluster that required longer periods of consultations. Among the adolescents, comorbid psychiatric disorders other than intellectual disability and neurotic disorders were associated with clusters that required hospitalization. CONCLUSION Continuous healthcare needs were common and psychiatric comorbidities were associated with complex trajectory among adolescents. The promotion of early intervention and prevention of comorbidities are important.
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Affiliation(s)
- Ai Aoki
- Department of Health Policy, National Center for Child Health and Development, Tokyo, Japan
| | - Michi Niimura
- Department of Health Policy, National Center for Child Health and Development, Tokyo, Japan
| | - Tsuguhiko Kato
- Department of Social Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Kenji Takehara
- Department of Health Policy, National Center for Child Health and Development, Tokyo, Japan
| | - Junzo Iida
- Medical Faculty, Nara Medical University, Nara, Japan
| | - Takashi Okada
- Department of Developmental Disorders, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Tsunehiko Kurokami
- Department of Psychosocial Medicine, National Center for Child Health and Development, Tokyo, Japan
| | - Kengo Nishimaki
- National Rehabilitation Center for Persons With Disabilities, Saitama, Japan
| | - Kaeko Ogura
- Department of Psychosocial Medicine, National Center for Child Health and Development, Tokyo, Japan
| | | | - Tatsuya Koeda
- Department of Psychosocial Medicine, National Center for Child Health and Development, Tokyo, Japan
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26
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Hu JM, Lee CC, Lin TC, Chung CH, Chen CY, Chang PK, Hsiao CW, Sun CA, Tzeng NS, Chien WC. Risk of Colorectal Cancer in Patients With Attention-Deficit Hyperactivity Disorder: A Nationwide, Population-Based Cohort Study. Front Psychiatry 2021; 12:537137. [PMID: 33613335 PMCID: PMC7892783 DOI: 10.3389/fpsyt.2021.537137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 01/11/2021] [Indexed: 11/23/2022] Open
Abstract
Background: The association between attention-deficit hypersensitivity disorder (ADHD) and the risk of developing colorectal cancer (CRC) is, as yet, to be investigated, and thus, we have conducted this nationwide, cohort study to examine the association in patients from Taiwan. Methods: In this study, 798 individuals with newly diagnosed ADHD and 2,394 (1:3) age-, gender-, and index year- matched controls without ADHD were enrolled, between 2000 and 2013, from the Longitudinal Health Insurance Database, a subset of the National Health Insurance Research Database in Taiwan. The cumulative incidence of CRC was assessed in each cohort by the Kaplan-Meier method. The multivariate Cox proportional hazards model was used to estimate the crude, and the adjusted hazards ratios (HRs) with 95% confidence intervals (CIs), was conducted to estimate the association between ADHD and CRC. Results: The Kaplan-Meier analysis revealed that the cumulative incidence of CRC was significantly higher in patients with ADHD than in those without it (log rank test, p < 0.001). After adjustments for age, gender, comorbidities, and other covariates, the ADHD group was associated with an increased risk of CRC in comparison to the non-ADHD group (adjusted HR = 3.458, 95% CI = 1.640-7.293, p < 0.001). In addition, the usage of methylphenidate was not associated with the risk of developing CRC in patients with ADHD. Conclusion: This retrospective cohort study depicts the evidence that ADHD was associated with the increased risk of CRC. Further studies are needed to confirm the association and the underlying mechanisms.
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Affiliation(s)
- Je-Ming Hu
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan.,Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Chia-Cheng Lee
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Artificial Intelligence Center, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Tzu-Chiao Lin
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Chi-Hsiang Chung
- School of Public Health, National Defense Medical Center, Taipei, Taiwan.,Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Taiwanese Injury Prevention and Safety Promotion Association, Taipei, Taiwan
| | - Chao-Yang Chen
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Pi-Kai Chang
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Cheng-Wen Hsiao
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Chien-An Sun
- Big Data Research Center, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.,Department of Public Health, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
| | - Nian-Sheng Tzeng
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Student Counseling Center, National Defense Medical Center, Taipei, Taiwan
| | - Wu-Chien Chien
- School of Public Health, National Defense Medical Center, Taipei, Taiwan.,Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Taiwanese Injury Prevention and Safety Promotion Association, Taipei, Taiwan.,Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
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27
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Wagovich SA, Anderson JD, Hill MS. Visual exogenous and endogenous attention and visual memory in preschool children who stutter. JOURNAL OF FLUENCY DISORDERS 2020; 66:105792. [PMID: 33032169 PMCID: PMC7704769 DOI: 10.1016/j.jfludis.2020.105792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 06/18/2020] [Accepted: 09/14/2020] [Indexed: 06/11/2023]
Abstract
PURPOSE Attention develops gradually from infancy to the preschool years and beyond. Exogenous attention, consisting of automatic responses to salient stimuli, develops in infancy, whereas endogenous attention, or voluntary attention, begins to develop later, in the preschool years. The purpose of this study was to examine (a) exogenous and endogenous attention in young children who stutter (CWS) and children who do not stutter (CWNS) through two conditions of a visual sustained selective attention task, and (b) visual short-term memory (STM) between groups within the context of this task. METHOD 42 CWS and 42 CWNS, ages 3;0-5;5 (years;months), were pair-matched in age, gender (31 males, 11 females per group), and socioeconomic status. Children completed a visual tracking task (Track-It Task; Fisher et al., 2013) requiring sustained selective attention and engaging exogenous and endogenous processes. Following each item, children were asked to recall the item they had tracked, as a memory check. RESULTS The CWS group demonstrated significantly less accuracy in overall tracking and visual memory for the tracked stimuli, compared to the CWNS group. Across groups, the children performed better in sustained selective attention when the target stimuli were more salient (the condition tapping both exogenous and endogenous attention) than when stimuli were less so (the condition tapping primarily endogenous processes). CONCLUSIONS Relative to peers, preschool-age CWS, as a group, display weaknesses in visual sustained selective attention and visual STM.
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Affiliation(s)
- Stacy A Wagovich
- Department of Speech, Language and Hearing Sciences, University of Missouri, United States.
| | - Julie D Anderson
- Department of Speech and Hearing Sciences, Indiana University, United States
| | - Margaret S Hill
- Department of Applied Clinical and Educational Sciences, Indiana State University, United States
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28
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Meyer BJ, Stevenson J, Sonuga-Barke EJS. Sex Differences in the Meaning of Parent and Teacher Ratings of ADHD Behaviors: An Observational Study. J Atten Disord 2020; 24:1847-1856. [PMID: 28800718 DOI: 10.1177/1087054717723988] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: To test explanations for the underrecognition of female ADHD by examining differences in adult ratings of boys and girls matched for levels of directly observed ADHD behaviors. Method: In a secondary analysis of a population-based sample, 3- to 4-year-olds (n = 153, 79 male) and 8- to 9-year-olds (n = 144, 75 male) were grouped according to levels of directly observed ADHD behaviors (low/moderate/high). Groups were then compared with parent/teacher ADHD ratings. Results: There were no sex differences in levels of directly observed ADHD behaviors within groups. For preschoolers, parents' ratings of males, but not females, significantly increased across groups-mirroring levels of observed behaviors. For older children, both parent and teacher mean ratings were significantly higher for males than females across groups. Conclusion: Identified differences in adult ratings of males and females matched for directly observed behaviors may contribute to understanding the substantial ADHD underrecognition in females.
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29
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Abstract
Zusammenfassung. Verhaltensauffälligkeiten bzw. psychische Störungen können bereits bei sehr jungen Kindern auftreten und sind häufig mit erheblichem Leiden bzw. Beeinträchtigungen für das Kind aber auch seine Eltern verbunden. Deshalb ist eine frühzeitige Erkennung sinnvoll, um langfristige Folgen oder eine Chronifizierung zu vermeiden. Ziel dieses Überblickartikels ist eine Bestandsaufnahme über die aktuell für das Vorschulalter verfügbaren diagnostischen Instrumente. Dabei wird neben Fragebögen, Entwicklungs- und Leistungstest auch ein neuartiges klinisches Interview zur strukturierten Diagnostik im Vorschulalter (0 – 6 Jahre), das SIVA 0 – 6 vorgestellt. Diagnostiker sollten bei der psychopathologischen Beurteilung von Symptomen in der frühen Kindheit Normvarianten von Normabweichungen abgrenzen. Psychische Auffälligkeiten müssen dabei immer im interaktionellen Kontext des Kindes mit seinen Eltern oder anderen wichtigen Personen gesehen werden.
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Affiliation(s)
- Margarete Bolten
- Universitäre Psychiatrische Kliniken Basel, Klinik für Kinder- und Jugendlichen (UPKKJ)LMU München, Department Psychologie, LFE Klinische Psychologie des Kindes- und Jugendalters & Beratungspsychologie
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30
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Albín-Rodríguez AP, Ricoy-Cano AJ, de-la-Fuente-Robles YM, Espinilla-Estévez M. Fuzzy Protoform for Hyperactive Behaviour Detection Based on Commercial Devices. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17186752. [PMID: 32947989 PMCID: PMC7558206 DOI: 10.3390/ijerph17186752] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 09/11/2020] [Accepted: 09/14/2020] [Indexed: 11/16/2022]
Abstract
Hyperactive behaviour refers to a person making more movement than expected for his or her age and development, acting impulsively, and being easily distracted. There is a need to encourage early and reliable detection through the proposal of new methodologies and systems in the context of hyperactive behaviour to prevent or lessen related problems and disorders. This paper presents a methodology to compute a fuzzy protoform (a linguistic description) as an estimator for hyperactive behaviour. The proposed methodology is developed in a system called Smart HyBeDe, which integrate non-invasive and commercial wearable devices, such as activity bracelets, in order to capture data streams from inertial measurement units and optical heart rate sensors. The generated data by the wearable device are synchronized with a mobile device to process the fuzzy protoform to inform family members and professionals. Three datasets generated by the wearable device in real contexts are presented. These datasets are used to evaluate the impact of wrist choice for the wearable device, multiple fuzzy temporal windows, different aggregation operators, and relevant linguistic terms to define the fuzzy protoform as an estimator for the hyperactive behaviour. The results, analysed by a hyperactive behaviour expert, show that the proposed protoform is a suitable hyperactive behaviour estimator.
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Affiliation(s)
| | - Adrián-Jesús Ricoy-Cano
- Social Work Department, University of Jaén, 23071 Jaén, Spain; (A.-J.R.-C.); (Y.-M.d.-l.-F.-R.)
| | | | - Macarena Espinilla-Estévez
- Computer Science Department, University of Jaén, 23071 Jaén, Spain
- Correspondence: ; Tel.: +34-953-212897
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31
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Becker K, Banaschewski T, Brandeis D, Dose C, Hautmann C, Holtmann M, Jans T, Jendreizik L, Jenkner C, John K, Ketter J, Millenet S, Pauli-Pott U, Renner T, Romanos M, Treier AK, von Wirth E, Wermter AK, Döpfner M. Individualised stepwise adaptive treatment for 3-6-year-old preschool children impaired by attention-deficit/hyperactivity disorder (ESCApreschool): study protocol of an adaptive intervention study including two randomised controlled trials within the consortium ESCAlife. Trials 2020; 21:56. [PMID: 31918739 PMCID: PMC6953462 DOI: 10.1186/s13063-019-3872-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 10/31/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is a psychosocially impairing and cost-intensive mental disorder, with first symptoms occurring in early childhood. It can usually be diagnosed reliably at preschool age. Early detection of children with ADHD symptoms and an early, age-appropriate treatment are needed in order to reduce symptoms, prevent secondary problems and enable a better school start. Despite existing ADHD treatment research and guideline recommendations for the treatment of ADHD in preschool children, there is still a need to optimise individualised treatment strategies in order to improve outcomes. Therefore, the ESCApreschool study (Evidence-Based, Stepped Care of ADHD in Preschool Children aged 3 years and 0 months to 6 years and 11 months of age (3;0 to 6;11 years) addresses the treatment of 3-6-year-old preschool children with elevated ADHD symptoms within a large multicentre trial. The study aims to investigate the efficacy of an individualised stepwise-intensifying treatment programme. METHODS The target sample size of ESCApreschool is 200 children (boys and girls) aged 3;0 to 6;11 years with an ADHD diagnosis according to Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) or a diagnosis of oppositional defiant disorder (ODD) plus additional substantial ADHD symptoms. The first step of the adaptive, stepped care design used in ESCApreschool consists of a telephone-assisted self-help (TASH) intervention for parents. Participants are randomised to either the TASH group or a waiting control group. The treatment in step 2 depends on the outcome of step 1: TASH responders without significant residual ADHD/ODD symptoms receive booster sessions of TASH. Partial or non-responders of step 1 are randomised again to either parent management and preschool teacher training or treatment as usual. DISCUSSION The ESCApreschool trial aims to improve knowledge about individualised treatment strategies for preschool children with ADHD following an adaptive stepped care approach, and to provide a scientific basis for individualised medicine for preschool children with ADHD in routine clinical care. TRIAL REGISTRATION The trial was registered at the German Clinical Trials Register (DRKS) as a Current Controlled Trial under DRKS00008971 on 1 October 2015. This manuscript is based on protocol version 3 (14 October 2016).
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Affiliation(s)
- Katja Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the Philipps-University Marburg, Hans-Sachs-Str. 6, 35039 Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Marburg, Germany
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Medical Faculty Mannheim, Mannheim, Germany
| | - Daniel Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Medical Faculty Mannheim, Mannheim, Germany
| | - Christina Dose
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the University of Cologne, Cologne, Germany
- School of Child and Adolescent Cognitive Behaviour Therapy (AKiP), University Hospital of Cologne, Cologne, Germany
| | - Christopher Hautmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the University of Cologne, Cologne, Germany
- School of Child and Adolescent Cognitive Behaviour Therapy (AKiP), University Hospital of Cologne, Cologne, Germany
| | - Martin Holtmann
- Department of Child and Adolescent Psychiatry and Psychotherapy, LWL-University Hospital Hamm, Ruhr-University Bochum, Hamm, Germany
| | - Thomas Jans
- Centre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital of Würzburg, Würzburg, Germany
| | - Lea Jendreizik
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the University of Cologne, Cologne, Germany
| | - Carolin Jenkner
- Clinical Trials Unit Freiburg, Medical Centre – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Katja John
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the Philipps-University Marburg, Hans-Sachs-Str. 6, 35039 Marburg, Germany
| | - Johanna Ketter
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the Philipps-University Marburg, Hans-Sachs-Str. 6, 35039 Marburg, Germany
| | - Sabina Millenet
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Medical Faculty Mannheim, Mannheim, Germany
| | - Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the Philipps-University Marburg, Hans-Sachs-Str. 6, 35039 Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Marburg, Germany
| | - Tobias Renner
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital Tübingen, Tübingen, Germany
| | - Marcel Romanos
- Centre of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital of Würzburg, Würzburg, Germany
| | - Anne-Katrin Treier
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Heidelberg University, Medical Faculty Mannheim, Mannheim, Germany
| | - Elena von Wirth
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the University of Cologne, Cologne, Germany
- School of Child and Adolescent Cognitive Behaviour Therapy (AKiP), University Hospital of Cologne, Cologne, Germany
| | - Anne-Kathrin Wermter
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the Philipps-University Marburg, Hans-Sachs-Str. 6, 35039 Marburg, Germany
- Center for Mind, Brain and Behavior (CMBB), University of Marburg and Justus Liebig University Giessen, Marburg, Germany
| | - Manfred Döpfner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Medical Faculty of the University of Cologne, Cologne, Germany
- School of Child and Adolescent Cognitive Behaviour Therapy (AKiP), University Hospital of Cologne, Cologne, Germany
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Wass SV, Smith CG, Daubney KR, Suata ZM, Clackson K, Begum A, Mirza FU. Influences of environmental stressors on autonomic function in 12-month-old infants: understanding early common pathways to atypical emotion regulation and cognitive performance. J Child Psychol Psychiatry 2019; 60:1323-1333. [PMID: 31259425 DOI: 10.1111/jcpp.13084] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/22/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND Previous research has suggested that children exposed to more early-life stress show worse mental health outcomes and impaired cognitive performance in later life, but the mechanisms subserving these relationships remain poorly understood. METHOD Using miniaturised microphones and physiological arousal monitors (electrocardiography, heart rate variability and actigraphy), we examined for the first time infants' autonomic reactions to environmental stressors (noise) in the home environment, in a sample of 82 12-month-old infants from mixed demographic backgrounds. The same infants also attended a laboratory testing battery where attention- and emotion-eliciting stimuli were presented. We examined how children's environmental noise exposure levels at home related to their autonomic reactivity and to their behavioural performance in the laboratory. RESULTS Individual differences in total noise exposure were independent of other socioeconomic and parenting variables. Children exposed to higher and more rapidly fluctuating environmental noise showed more unstable autonomic arousal patterns overall in home settings. In the laboratory testing battery, this group showed more labile and short-lived autonomic changes in response to novel attention-eliciting stimuli, along with reduced visual sustained attention. They also showed increased arousal lability in response to an emotional stressor. CONCLUSIONS Our results offer new insights into the mechanisms by which environmental noise exposure may confer increased risk of adverse mental health and impaired cognitive performance during later life.
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Affiliation(s)
- Sam V Wass
- School of Psychology, University of East London, London, UK
| | - Celia G Smith
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | | | - Zeynep M Suata
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Kaili Clackson
- Department of Experimental Psychology, University of Cambridge, Cambridge, UK
| | - Abdul Begum
- School of Psychology, University of East London, London, UK
| | - Farhan U Mirza
- School of Health Professions, University of Plymouth, Plymouth, UK
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Bonati M, Cartabia M, Zanetti M. Waiting times for diagnosis of attention-deficit hyperactivity disorder in children and adolescents referred to Italian ADHD centers must be reduced. BMC Health Serv Res 2019; 19:673. [PMID: 31533711 PMCID: PMC6751639 DOI: 10.1186/s12913-019-4524-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 09/10/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND To investigate timely access to and the time needed to complete the diagnostic path of children and adolescents with suspected attention deficit hyperactivity disorder (ADHD) in the 18 Italian Lombardy Region ADHD reference centers. METHODS Data of children and adolescents enrolled in the Regional ADHD disease-oriented Registry for suspected ADHD who requested their first visit in 2013-2017 were analyzed. RESULTS The sample comprised 2262 children and adolescents aged 5-17 years who accessed the ADHD centers for diagnostic classification and management. The median waiting time was of 177 days (range 66-375) from the request for the initial appointment to the completion of the diagnostic path, with a three - fold difference between centers. In addition to the center, the strongest significant predictors of long waiting times were age comorbidities, the severity of the disorder, and having already completed some diagnostic procedures provided by the common standard path. CONCLUSIONS To guarantee an equal standard of care in ADHD centers for all children and adolescents there is a pressing need to reduce the times to complete the diagnostic path. It is the task of both policymakers and each center to optimize the quality of the service and of the care delivered.
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Affiliation(s)
- Maurizio Bonati
- Laboratory for Mother Child Health, Department of Public Health, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Giuseppe La Masa 19, 20156, Milan, Italy.
| | - Massimo Cartabia
- Laboratory for Mother Child Health, Department of Public Health, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Giuseppe La Masa 19, 20156, Milan, Italy
| | - Michele Zanetti
- Laboratory for Mother Child Health, Department of Public Health, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Giuseppe La Masa 19, 20156, Milan, Italy
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Bachiller-Carnicero L, García-Soria CE, Piris-Borregas S, Sierra-García P, Torres-Valdivieso MJ, Pallás-Alonso CR. Uso del Strength and Difficulties Questionnaire en prematuros para su evaluación psicosocial y cribado del trastorno por déficit de atención e hiperactividad. An Pediatr (Barc) 2019; 91:142-150. [DOI: 10.1016/j.anpedi.2018.10.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 10/16/2018] [Accepted: 10/23/2018] [Indexed: 11/30/2022] Open
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The use of the strength and difficulties questionnaire in psychosocial evaluation and attention deficit hyperactivity disorder screening in preterm infants. ANALES DE PEDIATRÍA (ENGLISH EDITION) 2019. [DOI: 10.1016/j.anpede.2018.10.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Kajitani K, Tsuchimoto R, Nagano J, Nakao T. Relevance of hoarding behavior and the traits of developmental disorders among university students: a self-reported assessment study. Biopsychosoc Med 2019; 13:13. [PMID: 31171932 PMCID: PMC6545730 DOI: 10.1186/s13030-019-0156-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 05/22/2019] [Indexed: 11/22/2022] Open
Abstract
Background Previous studies have shown that hoarding behavior usually starts at a subclinical level in early adolescence and gradually worsens; however, a limited number of studies have examined the prevalence of hoarding behavior and its association with developmental disorders in young adults. The aims of this study were to estimate the prevalence of hoarding behavior and to identify correlations between hoarding behavior and developmental disorder traits in university students. Methods The study participants included 801 university students (616 men, 185 women) who completed questionnaires (ASRS: Adult ADHD Self-Report Scale version 1.1, AQ16: Autism-Spectrum Quotient with 16 items, and CIR: Clutter Image Rating). Results Among 801 participants, 27 (3.4%) exceeded the CIR cut-off score. Moreover, the participants with hoarding behavior had a significantly higher percentage of ADHD traits compared to participants without hoarding behavior (HB(+) vs HB(−), 40.7% vs 21.7%). In addition, 7.4% of HB(+) participants had autism spectrum disorder (ASD) traits, compared to 4.1% of HB(−) participants. A correlation analysis revealed that the CIR composite score had a stronger correlation with the ASRS inattentive score than with the hyperactivity/impulsivity score (CIR composite vs ASRS IA, r = 0.283; CIR composite vs ASRS H/I, r = 0.147). Conclusions The results showed a high prevalence of ADHD traits in the university students with hoarding behavior. Moreover, we found that the hoarding behavior was more strongly correlated with inattentive symptoms rather than with hyperactivity/impulsivity symptoms. Our results support the concept of a common pathophysiology behind hoarding behavior and ADHD in young adults.
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Affiliation(s)
- Kosuke Kajitani
- 1Center for Health Sciences and Counseling, Kyushu University, 6-1 Kasuga-koen, Kasuga, Fukuoka, 816-8580 Japan
| | - Rikako Tsuchimoto
- 1Center for Health Sciences and Counseling, Kyushu University, 6-1 Kasuga-koen, Kasuga, Fukuoka, 816-8580 Japan
| | - Jun Nagano
- 1Center for Health Sciences and Counseling, Kyushu University, 6-1 Kasuga-koen, Kasuga, Fukuoka, 816-8580 Japan
| | - Tomohiro Nakao
- 2Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi Higashi-ku, Fukuoka, Japan
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Ali S, Macoun SJ, Bedir B, MacDonald SWS. Intraindividual variability in children is related to informant ratings of attention and executive function. J Clin Exp Neuropsychol 2019; 41:740-748. [PMID: 31132921 DOI: 10.1080/13803395.2019.1617249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Objective: Attention and executive function (EF) deficits are ubiquitous in neurodevelopmental disorders including Attention Deficit/Hyperactivity Disorder (ADHD), as are high levels of intraindividual variability (IIV). Attention and EF are typically assessed using informant ratings and objective measures; however, discrepancies between different metrics often make it difficult to fully characterize a child's attention capabilities, and IIV has been proposed as a potentially useful discriminator. Our objective was to explore the relationship between IIV, using the residualized intraindividual standard deviation (rISD) method, and informant ratings of attention and EF in a mixed pediatric sample, to determine the potential utility of IIV for aiding attention diagnostics. Another commonly used, though controversial, IIV indicator, the coefficient of variation (ICV), was calculated for comparison purposes. Method: We assessed 51 children with varying degrees of attention and EF deficits. Measures included parent and teacher responses on the Comprehensive Executive Function Inventory (CEFI) and response times (RT) on a go/no-go task, which were used to estimate IIV. Results: Mean RT, rISD, and ICV were significantly related to parent and teacher ratings of attention, though ICV showed a relatively weaker association. rISD also showed associations with parent ratings of working memory and self-monitoring, as well as teacher ratings of working memory. Conclusion: The significant, and relatively stronger, relationship between rISD and parent and teacher ratings of attention supports the use of this metric, compared to mean RT and ICV. The rISD indicator of IIV thus shows potential utility as a unique and objective measure of attention in children across various neurodevelopmental disorders and, with additional research, may prove useful for diagnosis of attention problems.
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Affiliation(s)
- Sheliza Ali
- a Department of Psychology , University of Victoria , Victoria , Canada
| | - Sarah J Macoun
- a Department of Psychology , University of Victoria , Victoria , Canada
| | - Buse Bedir
- a Department of Psychology , University of Victoria , Victoria , Canada
| | - Stuart W S MacDonald
- a Department of Psychology , University of Victoria , Victoria , Canada.,b Institute on Aging and Lifelong Health , University of Victoria , Victoria , Canada
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A Probabilistic Classification Procedure Based on Response Time Analysis Towards a Quick Pre-Diagnosis of Student’s Attention Deficit. MATHEMATICS 2019. [DOI: 10.3390/math7050473] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A classification methodology based on an experimental study is proposed towards a fast pre-diagnosis of attention deficit. Our sample consisted of school-aged children between 8 and 12 years from Valencia, Spain. The study was based on the response time (RT) to visual stimuli in computerized tasks. The process of answering consecutive questions usually follows an ex-Gaussian distribution of the RTs. Specifically, we seek to propose a simple automatic classification scheme of children based on the most recent evidence of the relationship between RTs and ADHD. Specifically, the prevalence percentage and reported evidence for RTs in relation to ADHD or to attention deficit symptoms were taken as reference in our study. We explain step by step how to go from the computer-based experiments and through the data analysis. Our desired aim is to provide a methodology to determine quickly those children who behave differently from the mean child in terms of response times and thus are potential candidates to be diagnosed for ADHD or any another cognitive disorder related to attention deficit. This is highly desirable as there is an urgent need for objective instruments to diagnose attention deficit symptomatology. Most of the methodologies available nowadays lead to an overdiagnosis of ADHD and are not based on direct measurement but on interviews of people related to the child such as parents or teachers. Although the ultimate diagnosis must be made by a psychologist, the selection provided by a methodology like ours could allow them to focus on assessing a smaller number of candidates which would help save time and other resources.
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Schloß S, Müller V, Becker K, Skoluda N, Nater UM, Pauli-Pott U. Hair cortisol concentration in mothers and their children: roles of maternal sensitivity and child symptoms of attention-deficit/hyperactivity disorder. J Neural Transm (Vienna) 2018; 126:1135-1144. [PMID: 30374597 DOI: 10.1007/s00702-018-1944-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 10/14/2018] [Indexed: 01/26/2023]
Abstract
Associations between mothers' and children's cortisol secretion parameters are well established. According to the bio-behavioral synchrony model, these associations reflect influences of the mother-child relationship, the child's social adjustment, and might also reflect shared genetic dispositions. From the bio-behavioral synchrony model, we predicted a stronger mother-child hair cortisol concentration (HCC) link in mothers showing highly adequate (compared to those showing less adequate) parenting behaviors and in children showing low (compared to those showing high) ADHD symptoms. From a genetic perspective, no such moderator effects, or a stronger mother-child HCC link in children with high ADHD symptoms, can be expected. The study sample consisted of 111 4-5-year-old children (64 of whom screened positive for increased ADHD symptoms) and their mothers. ADHD symptoms were assessed by a clinical interview and parent and teacher questionnaires. Maternal sensitive/responsive parenting behavior was assessed by an at-home behavior observation procedure. In mothers and children, HCC in the most proximal 3-cm scalp hair segment was analyzed using luminescence immunoassay. Overall HCCs of mothers and their children correlated significantly. Maternal sensitivity/responsiveness and child ADHD symptoms proved to be significant moderator variables of this association: High maternal sensitivity/responsiveness and low ADHD symptoms of the child were associated with a stronger mother-child link in HCC. The findings are in line with the bio-behavioral synchrony model in the mother-child relationship, and are less compatible with a genetic perspective. The results might hint at environmental events influencing the development of stress axis functioning in subgroups of preschoolers with high ADHD symptoms.
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Affiliation(s)
- Susan Schloß
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany
| | - Viola Müller
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany
| | - Katja Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany
| | - Nadine Skoluda
- Clinical Biopsychology, Department of Psychology, Philipps-University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.,Clinical Psychology, Department of Psychology, University of Vienna, Liebiggasse 5, 1010, Vienna, Austria
| | - Urs M Nater
- Clinical Biopsychology, Department of Psychology, Philipps-University of Marburg, Gutenbergstraße 18, 35032, Marburg, Germany.,Clinical Psychology, Department of Psychology, University of Vienna, Liebiggasse 5, 1010, Vienna, Austria
| | - Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany.
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Barnard H, Rao R, Xu Y, Froehlich T, Epstein J, Lanphear BP, Yolton K. Association of the Conners' Kiddie Continuous Performance Test (K-CPT) Performance and Parent-Report Measures of Behavior and Executive Functioning. J Atten Disord 2018; 22:1056-1065. [PMID: 25846228 DOI: 10.1177/1087054715578271] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To explore the relationship between the Conners' Kiddie Continuous Performance Test (K-CPT) performance and parent-report measures of child behavior and executive functioning, and clarify the role of sex in K-CPT performance in preschoolers. METHOD Mothers and children recruited to the Health Outcomes and Measures of the Environment Study with complete 5-year assessment data relevant to the analyses were included ( N = 127). We examined the association between K-CPT scores and Behavior Assessment System for Children-Second Edition (BASC-2) and Behavior Rating Inventory of Executive Function (BRIEF) scores, with covariate adjustment. RESULTS We found no significant associations between K-CPT, BASC-2, and BRIEF scores in the full sample. In sex-stratified analyses, we found unusually fast reaction time on K-CPT was related to executive control difficulties in girls, whereas unusually slow reaction time was related to the same difficulties in boys. Omission errors were associated with executive difficulties only in boys. CONCLUSION The K-CPT may prove to be a useful indicator for early onset of executive control difficulties in preschool-aged children.
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Affiliation(s)
- Holly Barnard
- 1 Cincinnati Children's Hospital Medical Center, OH, USA
| | - Roshni Rao
- 2 Wright State University, Dayton, OH, USA
| | - Yingying Xu
- 1 Cincinnati Children's Hospital Medical Center, OH, USA
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Miller M, Iosif AM, Young GS, Hill MM, Ozonoff S. Early Detection of ADHD: Insights From Infant Siblings of Children With Autism. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2018; 47:737-744. [PMID: 27732091 PMCID: PMC5436956 DOI: 10.1080/15374416.2016.1220314] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Converging evidence suggests shared genetic underpinnings of attention deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). Studies of infants at risk for ASD have proliferated over the past decade; the few studies that have followed these infants beyond age 3 report a range of difficulties facing a subset of these infants as they reach school age, including elevated levels of attention problems and externalizing behavior. Given this, we aimed to identify early predictors of school-age ADHD outcomes in a sample of infant siblings at risk for ASD. This study reports on a sample of 59 infants at high and low risk for ASD who had been followed for more than a decade, collecting data at regular intervals from 3 to 36 months and then determining diagnostic outcome at 8-10 years of age. Seventeen participants were diagnosed with Diagnostic and Statistical Manual of Mental Disorders (5th ed.) ADHD at school age (n = 14 high risk, 3 low risk). As infants, the ADHD outcome group demonstrated atypical longitudinal patterns of sustained visual attention. A significantly larger proportion of their parents reported behavior/temperament problems at 36 months of age, and examiners noted the presence of inattentive, hyperactive, and/or impulsive behaviors in this group by 18 months of age. These data suggest that behavioral indicators of risk for later ADHD may be present early in development, which may improve earlier detection and treatment of the disorder.
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Affiliation(s)
- Meghan Miller
- a MIND Institute , University of California , Davis Health System
| | - Ana-Maria Iosif
- b Department of Public Health Sciences , University of California , Davis Health System
| | - Gregory S Young
- a MIND Institute , University of California , Davis Health System
| | | | - Sally Ozonoff
- a MIND Institute , University of California , Davis Health System
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Vibholm HA, Pedersen J, Faltinsen E, Marcussen MH, Gluud C, Storebø OJ. Training, executive, attention and motor skills (TEAMS) training versus standard treatment for preschool children with attention deficit hyperactivity disorder: a randomised clinical trial. BMC Res Notes 2018; 11:366. [PMID: 29884212 PMCID: PMC5994071 DOI: 10.1186/s13104-018-3478-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 06/04/2018] [Indexed: 11/10/2022] Open
Abstract
Objective This study compared the effectiveness of manualised training, executive, attention, and motor skills (TEAMS) training versus standard treatment in preschool children with attention deficit hyperactivity disorder (ADHD). We conducted a randomised parallel group, single-blinded, superiority trial. The primary outcome was ADHD symptoms and the secondary outcome was functionality. Parents and primary school teachers assessed outcomes at pretreatment, posttreatment, and at one, three, and 6 months follow-up. Results In total, 67 children (aged 3–6 years) were randomised. In the TEAMS group, 32 out of 33 (97%) participants completed the total 8-week program, compared with only 7 out of 26 (27%) in the control group. The repeated-model analyses showed no significant change between the two interventions for ADHD symptoms and functionality levels over time. The mean difference in ADHD symptoms between TEAMS versus standard treatment at posttreatment was 2.18 points (95% confidence interval − 8.62 to 13.0; trial sequential analysis-adjusted confidence interval − 19.3 to 23.7). Trial registration Clinical Trials identifier: NCT01918436 (Retrospectively registered). Registered on 7 August 2013. Electronic supplementary material The online version of this article (10.1186/s13104-018-3478-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | - Jesper Pedersen
- Child and Adolescent Psychiatric Department, Region Zealand, Roskilde, Denmark
| | - Erlend Faltinsen
- Psychiatric Research Unit, Region Zealand Psychiatry, Slagelse, Denmark
| | | | - Christian Gluud
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ole Jakob Storebø
- Psychiatric Research Unit, Region Zealand Psychiatry, Slagelse, Denmark. .,Department of Psychology, University of Southern Denmark, Odense, Denmark.
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Schloß S, Ruhl I, Müller V, Becker K, Skoluda N, Nater UM, Pauli-Pott U. Low hair cortisol concentration and emerging attention-deficit/hyperactivity symptoms in preschool age. Dev Psychobiol 2018; 60:722-729. [DOI: 10.1002/dev.21627] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 02/21/2018] [Indexed: 12/20/2022]
Affiliation(s)
- Susan Schloß
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy; Philipps-University of Marburg; Marburg Germany
| | - Isabelle Ruhl
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy; Philipps-University of Marburg; Marburg Germany
| | - Viola Müller
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy; Philipps-University of Marburg; Marburg Germany
| | - Katja Becker
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy; Philipps-University of Marburg; Marburg Germany
| | - Nadine Skoluda
- Clinical Biopsychology; Department of Psychology; Philipps-University of Marburg; Marburg Germany
- Department of Psychiatry and Psychotherapy; University of Tübingen; Tübingen Germany
| | - Urs M. Nater
- Clinical Biopsychology; Department of Psychology; Philipps-University of Marburg; Marburg Germany
- Clinical Psychology; Department of Psychology; University of Vienna; Vienna Austria
| | - Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry; Psychosomatics and Psychotherapy; Philipps-University of Marburg; Marburg Germany
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Pauli-Pott U, Schloß S, Becker K. Maternal Responsiveness as a Predictor of Self-Regulation Development and Attention-Deficit/Hyperactivity Symptoms Across Preschool Ages. Child Psychiatry Hum Dev 2018; 49:42-52. [PMID: 28405786 DOI: 10.1007/s10578-017-0726-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Preschool-age "hot" executive function capacity (i.e. reward-related effortful control) represents an early kind of self-regulation that is involved in social adjustment development as well as the development of subtypes of attention-deficit/hyperactivity disorder (ADHD). Early self-regulation development might be malleable by responsive parenting. We analyzed whether maternal responsiveness/sensitivity predicts reward-related control (RRC) development within the preschool period, and whether RRC mediates a negative link between maternal responsiveness and ADHD symptoms. A sample of 125 preschoolers and their families were seen at the ages of 4 and 5 years. Maternal responsiveness/sensitivity was assessed via home observations, RRC by neuropsychological tasks, and ADHD symptoms by a structured clinical parent interview. Maternal responsiveness/sensitivity predicted RRC development. The negative link between maternal responsiveness/sensitivity at 4 years and ADHD symptoms at 5 years was mediated by RRC performance at 5 years. Preschoolers showing ADHD symptoms combined with low RRC capacity in particular might benefit from responsive/sensitive parenting.
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Affiliation(s)
- Ursula Pauli-Pott
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany.
| | - Susan Schloß
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany
| | - Katja Becker
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Philipps-University of Marburg, Hans Sachs Str. 6, 35039, Marburg, Germany
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45
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Aretouli E. How neuropsychology can inform our understanding of preschool ADHD: Clinical and research implications. APPLIED NEUROPSYCHOLOGY-CHILD 2018; 8:174-181. [PMID: 29364695 DOI: 10.1080/21622965.2017.1421463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Neuropsychological assessments in preschoolers have not received as much attention as in older children and adults. Attention-deficit/hyperactivity disorder (ADHD) is a common disorder that occurs in early childhood associated with poor academic and personal outcomes, such as learning and social difficulties. Preschoolers with ADHD may present cognitive deficits that are related with the ADHD symptoms of inattention, hyperactivity, and impulsivity, but may also interfere, beyond and above the ADHD symptoms, with everyday functioning. Most importantly, cognitive deficits in preschoolers seem to predict future ADHD symptoms. Yet, the practice of neuropsychological assessment in this age-group has been limited. The present selective review highlights the contribution of comprehensive neuropsychological assessments to the early identification of symptomatic preschoolers and to our understanding of the nature and developmental trajectory of ADHD.
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Affiliation(s)
- Eleni Aretouli
- a Lab of Cognitive Neuroscience, School of Psychology , Aristotle University of Thessaloniki , Thessaloniki , Greece
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46
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Hair cortisol concentration in preschoolers with attention-deficit/hyperactivity symptoms-Roles of gender and family adversity. Psychoneuroendocrinology 2017; 86:25-33. [PMID: 28910602 DOI: 10.1016/j.psyneuen.2017.09.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 07/14/2017] [Accepted: 09/01/2017] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Previous studies on the association between hypothalamic-pituitary-adrenal axis (HPAA) activity and ADHD yielded inconsistent findings, particularly in younger children. This might be due to the heterogeneity of the disorder, making moderator effects of variables probable, which circumscribe more homogenous subgroups. There have been indications of moderator effects on this association by gender of child and exposure to family adversity. Moreover, difficulties in capturing long-term basal HPAA activity in younger children might have contributed to the inconsistencies. We therefore analyzed moderator effects of gender and family adversity while using the hair cortisol concentration (HCC) to assess integrated long-term HPAA. METHODS The community-based sample consisted of 122 4-5-year-old preschoolers (71 screened positive for elevated ADHD symptoms). ADHD symptoms were measured by a clinical parent interview and parent and teacher questionnaires. HCC in the most proximal 3-cm scalp hair segment was analyzed using luminescence immunoassay. An extended family adversity index was used. RESULTS Hierarchical linear regression analyses yielded an interaction effect (p<.05) between ADHD symptom groups and gender on HCC, indicating a low HCC in boys with elevated ADHD symptoms. Further exploratory analyses revealed that this interaction effect was most pronounced under the condition of family adversity. The results held after controlling for oppositional, anxiety, and depressive symptoms. CONCLUSION Low HCC might indicate a specific pathogenic mechanism in boys with elevated ADHD symptoms. This mechanism might further involve an exposure to family adversity. However, the results need to be cross-validated before definitive conclusions can be drawn.
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Behavioral Effects of a Locomotor-Based Physical Activity Intervention in Preschoolers. J Phys Act Health 2017; 15:46-52. [PMID: 28771088 DOI: 10.1123/jpah.2016-0479] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Poor adaptive learning behaviors (ie, distractibility, inattention, and disruption) are associated with behavior problems and underachievement in school, as well as indicating potential attention-deficit hyperactivity disorder. Strategies are needed to limit these behaviors. Physical activity (PA) has been suggested to improve behavior in school-aged children, but little is known about this relationship in preschoolers. This study examined the effects of a PA intervention on classroom behaviors in preschool-aged children. METHODS Eight preschool classrooms (n = 71 children; age = 3.8 ± 0.7 y) with children from low socioeconomic environments were randomized to a locomotor-based PA (LB-PA) or unstructured free playtime (UF-PA) group. Both interventions were implemented by classroom teachers and delivered for 30 minutes per day, 5 days per week for 6 months. Classroom behavior was measured in both groups at 3 time points, whereas PA was assessed at 2 time points over a 6-month period and analyzed with hierarchical linear modeling. RESULTS Linear growth models showed significant decreases in hyperactivity (LB-PA: -2.58 points, P = .001; UF-PA: 2.33 points, P = .03), aggression (LB-PA: -2.87 points, P = .01; UF-PA: 0.97 points, P = .38) and inattention (LB-PA: 1.59 points, P < .001; UF-PA: 3.91 points, P < .001). CONCLUSIONS This research provides promising evidence for the efficacy of LB-PA as a strategy to improve classroom behavior in preschoolers.
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Kerner auch Koerner J, Gust N, Petermann F. Developing ADHD in preschool: Testing the dual pathway model of temperament. APPLIED NEUROPSYCHOLOGY-CHILD 2017; 7:366-373. [DOI: 10.1080/21622965.2017.1347509] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Julia Kerner auch Koerner
- Helmut-Schmidt-University, Hamburg, Germany and Center for Individual Development and Adaptive Education of Children at Risk (IDeA), Frankfurt, Germany
| | - Nicole Gust
- Center of Clinical Psychology and Rehabilitation, University of Bremen, Bremen, Germany
| | - Franz Petermann
- Center of Clinical Psychology and Rehabilitation, University of Bremen, Bremen, Germany
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Antshel KM, Fremont W, Ramanathan S, Kates WR. Predicting Cognition and Psychosis in Young Adults With 22q11.2 Deletion Syndrome. Schizophr Bull 2017; 43:833-842. [PMID: 27798222 PMCID: PMC5472116 DOI: 10.1093/schbul/sbw135] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
OBJECTIVE To assess the extent to which the trajectories of intellectual, academic achievement, executive functioning, attention, working memory, and emotion recognition tests will be predictive of psychosis in young adults with 22q11.2 deletion syndrome (22q11DS). METHODS Eighty-two participants with 22q11DS were assessed for psychiatric disorders and neuropsychological functioning with validated instruments. Siblings and community controls were employed as comparison groups. RESULTS Individuals with 22q11DS differed significantly from siblings and controls in longitudinal trajectories of visual and auditory working memory as well as academic achievement. Longitudinal trajectories of cognitive set shifting, reading decoding, and emotion recognition predicted the presence of positive symptoms of psychosis in early adulthood. Cognitive set shifting improved at a slower rate for individuals with 22q11DS + psychosis than those without psychosis. Emotion recognition increased steadily in individuals without psychosis, whereas for those with psychosis, scores increased until approximately 15 years of age, at which point they began to decrease rapidly. A similar, but more subtle effect, was seen for reading decoding. CONCLUSIONS Our data are the first to go beyond IQ assessments in assessing longitudinal neuropsychological outcomes and risk for psychosis in 22q11DS. Individuals with 22q11DS who developed psychotic symptoms improved less appreciably and continued to demonstrate difficulties with cognitive flexibility relative to individuals with 22q11DS who did not have psychotic symptoms. Individuals with 22q11DS who developed psychosis had weaker reading skills in childhood and, after an initial improvement into adolescence, these individuals with psychosis had a decline in reading skills. In 22q11DS, cognitive deficits are both (a) traits that are preexisting and raise the risk for psychosis and (b) associated with the onset of psychotic symptoms. Future research should consider the extent to which cognitive set shifting and reading decoding are related to the Verbal IQ declines observed in the 22q11DS population.
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Affiliation(s)
- Kevin M Antshel
- Department of Psychology, Syracuse University, Syracuse, NY
- Department of Psychiatry and Behavioral Science, SUNY-Upstate Medical University, Syracuse, NY
| | - Wanda Fremont
- Department of Psychiatry and Behavioral Science, SUNY-Upstate Medical University, Syracuse, NY
| | - Seetha Ramanathan
- Department of Psychiatry and Behavioral Science, SUNY-Upstate Medical University, Syracuse, NY
- Hutchings Psychiatric Center, Syracuse, NY
| | - Wendy R Kates
- Department of Psychiatry and Behavioral Science, SUNY-Upstate Medical University, Syracuse, NY
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Forehand R, Parent J, Sonuga-Barke E, Peisch VD, Long N, Abikoff HB. Which Type of Parent Training Works Best for Preschoolers with Comorbid ADHD and ODD? A Secondary Analysis of a Randomized Controlled Trial Comparing Generic and Specialized Programs. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2017; 44:1503-1513. [PMID: 26909683 DOI: 10.1007/s10802-016-0138-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
The present study examined whether the presence of comorbid ODD differentially moderated the outcome of two Behavioral Parent Training (BPT) programs in a sample of preschoolers with ADHD: One designed specifically for ADHD (NFPP: New Forest Parenting Programme) and one designed primarily for ODD (HNC: Helping the Noncompliant Child). In a secondary analysis, 130 parents and their 3-4 year-old children diagnosed with ADHD were assigned to one of the two programs. 44.6 % of the children also met criteria for ODD. Significant interactions between treatment conditions (NFPP vs. HNC) and child ODD diagnosis (presence vs. absence) indicated that based on some parent and teacher reports, HNC was more effective with disruptive behaviors than NFPP but only when children had a comorbid diagnosis. Further, based on teacher report, NFPP was more effective with these behaviors when children had a diagnosis of only ADHD whereas HNC was equally effective across ADHD only and comorbid ODD diagnoses. Comorbidity profile did not interact with treatment program when parent or teacher reported ADHD symptoms served as the outcome. Implications for clinical interventions are discussed and directions for future work are provided.
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Affiliation(s)
- Rex Forehand
- University of Vermont, 2 Colchester Ave., Burlington, VT, 05405, USA.
| | - Justin Parent
- University of Vermont, 2 Colchester Ave., Burlington, VT, 05405, USA
| | - Edmund Sonuga-Barke
- University of Southampton, Southampton, UK.,Ghent University, Ghent, Belgium.,Aarhus University, Aarhus, Denmark
| | - Virginia D Peisch
- University of Vermont, 2 Colchester Ave., Burlington, VT, 05405, USA
| | - Nicholas Long
- University of Arkansas Medical School, Little Rock, AR, USA
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