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Aldakhil AF. Investigating the impact of an AI-based play activities intervention on the quality of life of school-aged children with ADHD. RESEARCH IN DEVELOPMENTAL DISABILITIES 2024; 154:104858. [PMID: 39413561 DOI: 10.1016/j.ridd.2024.104858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Accepted: 10/09/2024] [Indexed: 10/18/2024]
Abstract
BACKGROUND Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder that not only impacts children's behavior, learning, and social interactions but also their quality of life. Advances in artificial intelligence (AI) may provide new opportunities to improve the ADHD symptoms and quality of life of children with ADHD, especially through customized play activities that address their specific needs. AIMS This study examined the impact of AI-based play activities on the quality of life of 61 Saudi children aged between 8 and 12 years who had an ADHD diagnosis. METHODS AI-based play activities intervention consisted of twelve 45-minute sessions, delivered to the experimental group over four weeks (three sessions per week). The control group did not receive any intervention. Children and parents completed the Pediatric Quality of Life Inventory (PedsQL) at pre-test, post-test and follow-up. RESULTS AND OUTCOMES The experimental group exhibited significant improvements in all dimensions and total scores of PedsQL, with moderate to large effect sizes. These improvements were not observed in the control group. The beneficial effects of the AI-based play activities were maintained at the 7-weeks follow-up. CONCLUSIONS AI-based play interventions may enhance quality of life for children with ADHD, with sustained improvements observed after 7-weeks. Incorporating such interventions into educational and therapeutic settings could improve behavioral, social, and cognitive ADHD symptoms. Future research should explore broader applications and long-term effects of AI-based play activities interventions.
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Affiliation(s)
- Ali Fahad Aldakhil
- Department of Special Education, College of Education, Majmaah University, Majmaah 11952, Saudi Arabia.
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Alothman AA, Gadelrab HF, Ebrahim MT, Abo-Eid NF. Examining the effectiveness of a social-play-based programme to reduce symptoms of Attention-Deficit/Hyperactivity Disorder in Saudi elementary school children. RESEARCH IN DEVELOPMENTAL DISABILITIES 2024; 152:104798. [PMID: 39002203 DOI: 10.1016/j.ridd.2024.104798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 07/09/2024] [Accepted: 07/09/2024] [Indexed: 07/15/2024]
Abstract
BACKGROUND Attention-Deficit/Hyperactivity Disorder (ADHD) is one of the most common neurodevelopmental conditions in children, and can profoundly affect their social interactions, well-being, and relationships with parents, peers, and teachers. OBJECTIVE This study investigated the effectiveness of a social-play-based intervention programme in reducing ADHD symptoms in a sample of 67 Saudi boys aged 8-10 diagnosed with ADHD. METHODS The programme consisted of ten 60-minute sessions of play-based activities, delivered to the experimental group twice weekly for 5 weeks. The control group followed the usual school curriculum. Teachers and parents completed the Conners' Teacher Rating Scale-Revised: Short Form and Conners' Parent Rating Scale-Revised: Short Form for all participants at pre-test, post-test, and follow-up. RESULTS The experimental group showed a significant reduction in ADHD-associated behavioural problems over time, with moderate to large effect sizes. No significant changes over time were found for the control group. The results were maintained at a 2-month follow-up. CONCLUSIONS We recommend incorporating social-play-based activities and skill training into the school context. Reducing ADHD symptoms may improve children's academic performance and perspective on school.
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Affiliation(s)
| | - Hesham Fathy Gadelrab
- Department of Psychology, College of Social Sciences, Kuwait University, Kuwait; Department of Educational Psychology, College of Education, Mansoura University, Egypt.
| | - Mona Tawakkul Ebrahim
- Department of Educational Sciences, College of Education, Majmaah University, Majmaah 11952, Saudi Arabia
| | - Naglaa Fathy Abo-Eid
- Department of kindergarten, College of Education, Majmaah University, Majmaah 11952, Saudi Arabia
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Duncan AF, Gerner GJ, Neel ML, Burton VJ, Byrne R, Warschausky S. Interventions to improve executive functions in children aged 3 years and under: A systematic review. Child Care Health Dev 2024; 50:e13298. [PMID: 38958229 DOI: 10.1111/cch.13298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 12/27/2023] [Accepted: 06/11/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND Early executive functioning (EF) skills are foundational capabilities that predict school readiness, academic development and psychiatric risk. Early interventions enhancing these capabilities could have critical import in improving outcomes. However, to develop interventions, it is necessary to identify specific EF skills that will vary with child age. Thus, we aimed to examine the characteristics and efficacy of interventions targeting EF in infancy and early childhood up to age 3. METHODS A comprehensive search of PubMed, Embase, CINAHL and APA PsycINFO databases was performed for studies published before December 2022. Randomized and non-randomized studies of interventions designed to improve at least one EF skill in children ≤3 years were included. EF skills included attentional control, inhibition/self-regulation, activity initiation, working memory, cognitive flexibility, planning ability, problem-solving and performance monitoring. We independently extracted data, used the revised Cochrane Risk-of-Bias tool to assess the quality of the evidence and conducted Synthesis Without Meta-analysis (SWiM). The overall quality of the evidence and the strength of recommendations was determined using elements of the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. RESULTS Thirty-five studies met inclusion criteria (original n = 7467). Studies were highly variable in the EF skill targeted, target subject (i.e., child, parent and teacher), nature and dosage of the intervention, and timing of outcome assessment. Most interventions focused on improving impulse control and self-regulation. The overall quality of evidence was low to moderate with a high risk of bias, though six studies had low risk of bias but yielded mixed findings of efficacy. CONCLUSIONS The relatively small number of early EF intervention studies uses such variable methods that there is currently no converging evidence of efficacy to recommend a specific intervention. Thus, findings support the need for a more systematic, targeted approach to the design and implementation of early EF interventions for target populations.
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Affiliation(s)
- Andrea F Duncan
- Department of Pediatrics, Division of Neonatology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Gwyn J Gerner
- Division of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Department of Psychiatry, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Mary Lauren Neel
- Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Vera J Burton
- Division of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Department of Neurology and Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Rachel Byrne
- Cerebral Palsy Foundation, New York, New York, USA
| | - Seth Warschausky
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, Michigan, USA
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Klenberg L, Teivaanmäki S, Närhi V, Kiuru N, Healey D. Effectiveness of ENGAGE in reducing difficulties in everyday executive functions among Finnish preschoolers: a randomized controlled trial. Child Neuropsychol 2023; 29:1341-1361. [PMID: 36617885 DOI: 10.1080/09297049.2022.2164568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 12/28/2022] [Indexed: 01/10/2023]
Abstract
Effective interventions applicable for young preschool-age children are needed to reduce the risk of widespread and sustained adversities that are linked to early executive function (EF) difficulties. This randomized controlled trial (RCT) examined the effectiveness of the play-based ENGAGE intervention in improving behavioral outcomes related to EFs among Finnish preschool-age children with hyperactivity and/or inattention problems. 95 children between 4 and 5 years of age and their parents were randomly assigned to the ENGAGE intervention or a waitlist control group. Parents and early childhood education (ECE) teachers rated the children's EF difficulties and problem behaviors at pre-intervention, post-intervention, and 5-month follow-up. Repeated measures linear mixed modeling was used to examine the effect of ENGAGE on child outcomes. Those receiving ENGAGE exhibited significantly greater decreases in parent-rated attentional problems, hyperactivity/impulsivity, and acting out behaviors than the control group did, with mostly moderate effect sizes. No consistent improvements in the teacher ratings of children's EF related difficulties were found in either group. Low dropout (8%) from the intervention and high acceptability ratings indicated that ENGAGE is a palatable intervention for parents. The present study showed that findings from an earlier RCT on ENGAGE conducted in New Zealand could be generalized to a different cultural setting, as the intervention effectively reduced young Finnish children's EF difficulties in the home context. Extending ENGAGE and other play-based interventions into different everyday contexts of children, such as ECE, could further enhance the beneficial effects on children's EFs and behavior.
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Affiliation(s)
| | - Sini Teivaanmäki
- Niilo Mäki Institute, Jyväskylä, Finland
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Vesa Närhi
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
| | - Noona Kiuru
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Dione Healey
- Department of Psychology, University of Otago, Dunedin, New Zealand
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Duncan AF. Interventions for Executive Function in High-Risk Infants and Toddlers. Clin Perinatol 2023; 50:103-119. [PMID: 36868701 DOI: 10.1016/j.clp.2022.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Abstract
This review summarizes the current state of evidence regarding interventions for executive function in high-risk infants and toddlers. Currently, there is a paucity of data in this area, with the interventions that have been studied highly variable in their content, dosage, target, and results. Self-regulation is the executive function construct targeted the most, with mixed results. The few studies that report later child outcomes in prekindergarten/school-aged children are encouraging, overall indicating improved cognition and behavior in the children of parents who received a parenting style intervention.
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Affiliation(s)
- Andrea F Duncan
- Division of Neonatology, Children's Hospital of Philadelphia, 3401 Civic Center Boulevard, 2nd Floor Main, Philadelphia, PA 19104, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Mattson JT, Thorne JC, Kover ST. Parental interaction style, child engagement, and emerging executive function in fetal alcohol spectrum disorders (FASD). Child Neuropsychol 2022; 28:853-877. [PMID: 34978272 PMCID: PMC10686097 DOI: 10.1080/09297049.2021.2023122] [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: 05/04/2021] [Accepted: 12/19/2021] [Indexed: 10/19/2022]
Abstract
Children with fetal alcohol spectrum disorders (FASD) are known to experience cognitive and neurobehavioral difficulties, including in areas of executive function and social skills development. Interventions for these challenges have focused on a number of areas, including parent-based training. Despite the general consensus that specific parenting styles consistent with an "authoritative" - warm but firm - parenting approach may influence behavioral self-regulation, it is not known what specific parental interaction styles are associated with child engagement and emerging executive function in this population. The current study used an observation-based behavioral coding scheme during parent-child play interactions and associated parent report-based executive function measures in children with FASD. Here, we demonstrate that parental interaction styles with increased responsive/child-oriented behavior and parental affect are associated with higher levels of child play engagement, while parental interaction that has increased achievement-orientation is associated with higher levels of emerging executive function in children with FASD. These findings help inform future studies on behavioral targets in parent-based training programs and highlight the importance of considering certain parental interaction styles during parent-child play.
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Affiliation(s)
- Julia T. Mattson
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - John C. Thorne
- Department of Speech & Hearing Sciences, University of Washington, Seattle, Washington
| | - Sara T. Kover
- Department of Speech & Hearing Sciences, University of Washington, Seattle, Washington
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Shephard E, Zuccolo PF, Idrees I, Godoy PBG, Salomone E, Ferrante C, Sorgato P, Catão LFCC, Goodwin A, Bolton PF, Tye C, Groom MJ, Polanczyk GV. Systematic Review and Meta-analysis: The Science of Early-Life Precursors and Interventions for Attention-Deficit/Hyperactivity Disorder. J Am Acad Child Adolesc Psychiatry 2022; 61:187-226. [PMID: 33864938 DOI: 10.1016/j.jaac.2021.03.016] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 03/01/2021] [Accepted: 03/19/2021] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To evaluate which early neurocognitive and behavioral precursors are associated with the development of attention-deficit/hyperactivity disorder (ADHD) and whether these are currently targeted in early interventions. METHOD We conducted 2 systematic reviews and meta-analyses of empirical studies to examine the following: (1) early-life (0-5 years) neurocognitive and behavioral precursors associated with familial likelihood for ADHD, an early ADHD diagnosis/elevated ADHD symptoms, and/or the presence of later-childhood ADHD; and (2) interventions delivered to children aged 0 to 5 years targeting the identified precursors or measuring these as outcomes. Standardized mean differences (Hedges' g) and pre-post-treatment change scores (SMD) were computed. RESULTS A total of 149 studies (165,095 participants) investigating 8 neurocognitive and behavioral domains met inclusion criteria for part 1. Multi-level random-effects meta-analyses on 136 studies revealed significant associations between ADHD and poorer cognitive (g = -0.46 [95% CIs: -0.59, -0.33]), motor (g = -0.35 [CIs: -0.48, -0.21]) and language (g = -0.43 [CIs: -0.66, -0.19]) development, social (g = 0.23 [CIs: 0.03, 0.43]) and emotional (g = 0.46 [CIs: 0.33, 0.58]) difficulties, early regulatory (g = 0.30 [CIs: 0.18, 0.43]) and sleep (g = 0.29 [CIs: 0.14, 0.44]) problems, sensory atypicalities (g = 0.52 [CIs: 0.16, 0.88]), elevated activity levels (g = 0.54 [CIs: 0.37, 0.72]), and executive function difficulties (g = 0.34 [CIs: 0.05, 0.64] to -0.87 [CIs: -1.35, -0.40]). A total of 32 trials (28 randomized, 4 nonrandomized, 3,848 participants) testing early interventions that targeted the identified precursors met inclusion criteria for part 2. Multi-level random-effects meta-analyses on 22 studies revealed significant intervention-related improvements in ADHD symptoms (SMD = 0.43 [CIs: 0.22, 0.64]) and working memory (SMD = 0.37 [CIs: 0.06, 0.69]). CONCLUSION Children aged 0 to 5 years with current or later-emerging ADHD are likely to experience difficulties in multiple neurocognitive/behavioral functions. Early interventions show some effectiveness in reducing ADHD symptoms, but their effects on neurocognitive/behavioral difficulties require further study.
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Affiliation(s)
- Elizabeth Shephard
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil; Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom.
| | - Pedro F Zuccolo
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Iman Idrees
- Ms. Idrees and Dr. Groom are with Institute of Mental Health, University of Nottingham, United Kingdom
| | - Priscilla B G Godoy
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Erica Salomone
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Camilla Ferrante
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Paola Sorgato
- Dr. Salomone and Mss. Ferrante and Sorgato are with the University of Milan-Bicocca, Italy
| | - Luís F C C Catão
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
| | - Amy Goodwin
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom
| | - Patrick F Bolton
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom; Prof. Bolton is also with The Maudsley NIHR Biomedical Research Centre in Mental Health, King's College London and South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Charlotte Tye
- Drs. Shephard, Goodwin, Tye, and Prof. Bolton are with Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King's College London, United Kingdom
| | - Madeleine J Groom
- Ms. Idrees and Dr. Groom are with Institute of Mental Health, University of Nottingham, United Kingdom
| | - Guilherme V Polanczyk
- Drs. Shephard, Zuccolo, Prof. Polanczyk, Ms. Godoy, and Mr. Catão are with Faculdade de Medicina FMUSP, Universidade de São Paulo, Brazil
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Klein-Tasman BP, Lee K, Thompson HL, Janusz J, Payne JM, Pardej S, de Blank P, Kennedy T, Janke KM, Castillo AD, Walsh KS. Recommendations for Measurement of Attention Outcomes in Preschoolers With Neurofibromatosis. Neurology 2021; 97:S81-S90. [PMID: 34230206 DOI: 10.1212/wnl.0000000000012423] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 04/30/2021] [Indexed: 11/15/2022] Open
Abstract
Children with neurofibromatosis type 1 (NF1) are at increased risk for attention problems. While most research has been conducted with school-aged cohorts, preschool-aged children offer a novel developmental window for clinical studies, with the promise that treatments implemented earlier in the developmental trajectory may most effectively modify risk for later difficulties. Designing research studies around the youngest children with NF1 can result in intervention earlier in the developmental cascade associated with NF1 gene abnormalities. Furthermore, clinical trials for medications targeting physical and psychological aspects of NF1 often include individuals spanning a wide age range, including preschool-aged children. In a prior report, the REiNS Neurocognitive Subcommittee made recommendations regarding performance-based and observer-rated measures of attention for use in clinical trials and highlighted the need for separate consideration of assessment methods for young children. The observer-rated Attention-Deficit/Hyperactivity Disorder Rating Scale-Preschool version is recommended as a primary outcome measure. The NIH Toolbox Flanker, Dimensional Change Card Sort, and List Sort Working Memory tasks and Digits Forward from the Differential Ability Scales-2nd Edition (performance-based measures) are recommended as secondary outcome measures. Specific methodologic recommendations for inclusion of preschoolers in clinical trials research are also offered.
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Affiliation(s)
- Bonita P Klein-Tasman
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA.
| | - Kristin Lee
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Heather L Thompson
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Jennifer Janusz
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Jonathan M Payne
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Sara Pardej
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Peter de Blank
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Tess Kennedy
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Kelly M Janke
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Allison Del Castillo
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
| | - Karin S Walsh
- From the Department of Psychology (B.P.K.-T., K.L., S.P.), University of Wisconsin-Milwaukee; Department of Communication Sciences and Disorders (H.L.T.), California State University, Sacramento; University of Colorado School of Medicine (J.J.), Aurora; Murdoch Children's Research Institute and Department of Pediatrics (J.M.P.), University of Melbourne, Australia; University of Cincinnati Medical Center (P.d.B.), OH; Children's National Hospital (T.K., A.d.C., K.S.W.), Gilbert NF Institute, Washington, DC; and Division of Oncology (K.M.J.), Children's Hospital of Philadelphia, PA
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Halperin JM, Marks DJ, Chacko A, Bedard AC, O'Neill S, Curchack-Lichtin J, Bourchtein E, Berwid OG. Training Executive, Attention, and Motor Skills (TEAMS): a Preliminary Randomized Clinical Trial of Preschool Youth with ADHD. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2021; 48:375-389. [PMID: 31834588 DOI: 10.1007/s10802-019-00610-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
This preliminary randomized controlled trial compared Training Executive, Attention and Motor Skills (TEAMS), a played-based intervention for preschool children with attention-deficit/hyperactivity disorder (ADHD), to an active comparison intervention consisting of parent education and support (ClinicalTrials.gov Identifier: NCT01462032). The primary aims were to gauge preliminary efficacy and assist in further development of TEAMS. Four- and 5-year-old children with ADHD were randomly assigned to receive TEAMS (N = 26) or the comparison intervention (N = 26) with blinded assessments by parents, teachers and clinicians ascertained pretreatment, post-treatment, and 1- and 3-months post-treatment. Changes in ADHD severity, impairment, parenting factors, and neuropsychological functioning over time as a function of treatment condition were assessed using the PROC MIXED procedure in SAS. Across most measures, significant main effects for Time emerged; both treatments were associated with reduced ADHD symptoms that persisted for three months post-treatment. There were no significant Treatment effects or Time x Treatment interactions on symptom and impairment measures, suggesting that the magnitude of improvement did not differ between the two interventions. However, significant correlations emerged between the magnitude of behavioral change, as assessed by parents and clinicians, and the amount of time families engaged in TEAMS-related activities during treatment. Across a wide array of parenting and neuropsychological measures, there were few significant group differences over time. TEAMS and other psychosocial interventions appear to provide similar levels of benefit. Play-based interventions like TEAMS represent a potentially viable alternative/addition to current ADHD treatments, particularly for young children, but more research and further development of techniques are necessary.
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Affiliation(s)
- Jeffrey M Halperin
- Psychology Department, Queens College and the Graduate Center, City University of New York, 65-30 Kissena Boulevard, Flushing, New York, 11367, USA.
| | | | - Anil Chacko
- New York University - Steinhardt School of Culture, Education, and Human Development, New York, NY, USA
| | - Anne-Claude Bedard
- Ontario Institute for Studies in Education, the University of Toronto, Toronto, Canada
| | - Sarah O'Neill
- The City College and the Graduate Center, City University of New York, New York, NY, USA
| | | | | | - Olga G Berwid
- York College, City University of New York, New York, NY, USA
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Kofler MJ, Wells EL, Singh LJ, Soto EF, Irwin LN, Groves NB, Chan ESM, Miller CE, Richmond KP, Schatschneider C, Lonigan CJ. A randomized controlled trial of central executive training (CET) versus inhibitory control training (ICT) for ADHD. J Consult Clin Psychol 2020; 88:738-756. [PMID: 32700955 DOI: 10.1037/ccp0000550] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Executive function deficits are well-established in ADHD. Unfortunately, replicated evidence indicates that executive function training for ADHD has been largely unsuccessful. We hypothesized that this may reflect insufficient targeting, such that extant protocols do not sufficiently and specifically target the neurocognitive systems associated with phenotypic ADHD behaviors/impairments. METHOD Children with ADHD ages 8-12 (M = 10.41, SD = 1.46; 12 girls; 74% Caucasian/Non-Hispanic) were randomized with allocation concealment to either central executive training (CET; n = 25) or newly developed inhibitory control training (ICT; n = 29). Detailed data analytic plans were preregistered. RESULTS Both treatments were feasible/acceptable based on training duration, child-reported ease of use, and parent-reported high satisfaction. CET was superior to ICT for improving its primary intervention targets: phonological and visuospatial working memory (d = 0.70-0.84). CET was also superior to ICT for improving go/no-go (d = 0.84) but not stop-signal inhibition. Mechanisms of change analyses indicated that CET-related working memory improvements produced significant reductions in the primary clinical endpoints (objectively assessed hyperactivity) during working memory and inhibition testing (indirect effects: β ≥ -.11; 95% CIs exclude 0.0). CET was also superior to ICT on 3 of 4 secondary clinical endpoints (blinded teacher-rated ADHD symptoms; d = 0.46-0.70 vs. 0.16-0.42) and 2 of 4 feasibility/acceptability clinical endpoints (parent-reported ADHD symptoms; d = 0.96-1.42 vs. 0.45-0.65). CET-related gains were maintained at 2-4 month follow-up; ICT-related gains were maintained for attention problems but not hyperactivity/impulsivity per parent report. CONCLUSIONS Results support the use of CET for treating executive function deficits and targeting ADHD behavioral symptoms in children with ADHD. Findings for ICT were mixed at best and indicate the need for continued development/study. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Lundervold AJ, Bøe T, Lundervold A. Inattention in primary school is not good for your future school achievement-A pattern classification study. PLoS One 2017; 12:e0188310. [PMID: 29182663 PMCID: PMC5705107 DOI: 10.1371/journal.pone.0188310] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 11/03/2017] [Indexed: 02/07/2023] Open
Abstract
Inattention in childhood is associated with academic problems later in life. The contribution of specific aspects of inattentive behaviour is, however, less known. We investigated feature importance of primary school teachers’ reports on nine aspects of inattentive behaviour, gender and age in predicting future academic achievement. Primary school teachers of n = 2491 children (7–9 years) rated nine items reflecting different aspects of inattentive behaviour in 2002. A mean academic achievement score from the previous semester in high school (2012) was available for each youth from an official school register. All scores were at a categorical level. Feature importances were assessed by using multinominal logistic regression, classification and regression trees analysis, and a random forest algorithm. Finally, a comprehensive pattern classification procedure using k-fold cross-validation was implemented. Overall, inattention was rated as more severe in boys, who also obtained lower academic achievement scores in high school than girls. Problems related to sustained attention and distractibility were together with age and gender defined as the most important features to predict future achievement scores. Using these four features as input to a collection of classifiers employing k-fold cross-validation for prediction of academic achievement level, we obtained classification accuracy, precision and recall that were clearly better than chance levels. Primary school teachers’ reports of problems related to sustained attention and distractibility were identified as the two most important features of inattentive behaviour predicting academic achievement in high school. Identification and follow-up procedures of primary school children showing these characteristics should be prioritised to prevent future academic failure.
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Affiliation(s)
- Astri J. Lundervold
- Department of Biological and Medical Psychology University of Bergen, 5009 Bergen, Norway
- K.G. Jebsen Center for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
- * E-mail:
| | - Tormod Bøe
- Regional Centre for Child and Youth Mental Health and Child Welfare, Uni Research Health, Bergen, Norway
| | - Arvid Lundervold
- Neuroinformatics and Image Analysis Laboratory, Neural Networks Research Group, Department of Biomedicine, University of Bergen, Bergen, Norway
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Lundervold AJ, Meza JI, Hysing M, Hinshaw SP. Parent Rated Symptoms of Inattention in Childhood Predict High School Academic Achievement Across Two Culturally and Diagnostically Diverse Samples. Front Psychol 2017; 8:1436. [PMID: 28890705 PMCID: PMC5574910 DOI: 10.3389/fpsyg.2017.01436] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 08/08/2017] [Indexed: 12/15/2022] Open
Abstract
Objective: To investigate parent reports of childhood symptoms of inattention as a predictor of adolescent academic achievement, taking into account the impact of the child’s intellectual functioning, in two diagnostically and culturally diverse samples. Method: Samples: (a) an all-female sample in the U.S. predominated by youth with ADHD (Berkeley Girls with ADHD Longitudinal Study [BGALS], N = 202), and (b) a mixed-sex sample recruited from a Norwegian population-based sample (the Bergen Child Study [BCS], N = 93). Inattention and intellectual function were assessed via the same measures in the two samples; academic achievement scores during and beyond high school and demographic covariates were country-specific. Results: Childhood inattention predicted subsequent academic achievement in both samples, with a somewhat stronger effect in the BGALS sample, which included a large subgroup of children with ADHD. Intellectual function was another strong predictor, but the effect of early inattention remained statistically significant in both samples when intellectual function was covaried. Conclusion: The effect of early indicators of inattention on future academic success was robust across the two samples. These results support the use of remediation procedures broadly applied. Future longitudinal multicenter studies with pre-planned common inclusion criteria should be performed to increase our understanding of the importance of inattention in primary school children for concurrent and prospective functioning.
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Affiliation(s)
- Astri J Lundervold
- Department of Biological and Medical Psychology, University of BergenBergen, Norway.,K. G. Jebsen Center for Neuropsychiatric Disorders, University of BergenBergen, Norway
| | - Jocelyn I Meza
- Department of Psychology, University of California, Berkeley, BerkeleyCA, United States
| | - Mari Hysing
- Regional Centre for Child and Youth Mental Health and Child Welfare, Uni Research HealthBergen, Norway
| | - Stephen P Hinshaw
- Department of Psychology, University of California, Berkeley, BerkeleyCA, United States.,Department of Psychiatry, University of California, San Francisco, San FranciscoCA, United States
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