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Schmidt C. The potential of infra-low frequency neurofeedback training in peak performance: The first double-blinded placebo-controlled longitudinal study in healthy adults. J Psychiatr Res 2024; 175:280-286. [PMID: 38759495 DOI: 10.1016/j.jpsychires.2024.04.035] [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: 02/02/2024] [Revised: 04/09/2024] [Accepted: 04/18/2024] [Indexed: 05/19/2024]
Abstract
Infra-low frequency neurofeedback training (ILF-NFT) has shown promise in addressing cognitive and affective distress symptoms across a range of psychiatric disorders. This study tested ILF-NFT's effects in a double-blinded, placebo-controlled longitudinal context in healthy psychology students. Across five weeks, forty-two healthy psychology students (aged 18-35) were randomly allocated into two groups, receiving ten sessions of 30 minutes of active and sham ILF-NFT. Dependent variables were measured before, following, and two months after the intervention and were comprised of: heartrate variability assessments as a measure of stress resilience; digit span, n-back, trail making and go-no-go task measures of executive functioning performance; and SCL-90-R, WHOQOL-Bref, and peak performance measures of subjective self-report. Statistical analysis was performed using an ANCOVA and compared across groups correcting for baseline differences and multiple comparisons. ANCOVA analyses revealed no significant differences across active and placebo groups in any dependent variables, when correcting for multiple comparisons. Thus, the remaining analyses focused on questionnaire correlations. Here, significant correlations were observed between the novel peak performance questionnaire with the SCL-90-R and WHOQOL-Bref, confirming its construct and retest validity. Despite several methodological limitations, including a potential type-2 error, this study highlights limited effects of ILF-NFT in healthy volunteers. Future research should thus focus on clinically driven experimental designs to explore ILF-NFT's potential in psychiatric contexts. Further research utilization of the novel peak performance questionnaire is recommended for measures of peak performance.
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Affiliation(s)
- Casper Schmidt
- Department of Communication and Psychology, Aalborg University, Rendsburggade 14, 9000, Aalborg, Denmark.
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Ruchkin V, Wallonius M, Odekvist E, Kim S, Isaksson J. Memory training with the method of loci for children and adolescents with ADHD-A feasibility study. APPLIED NEUROPSYCHOLOGY. CHILD 2024; 13:137-145. [PMID: 36344263 DOI: 10.1080/21622965.2022.2141120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The aim of this study was to investigate if training with the memory technique Method of Loci (MoL) is feasible for children and adolescents with ADHD. Twelve children (aged 9-17 years) with ADHD participated. Training with MoL was done using a mobile application, memorizing a sequence of 20-80 pictures, intended to be carried out five times per week for 4 weeks. Feasibility was assessed with pre- and post-intervention ratings, and with interviews after the training. Qualitative data were analyzed with content analysis. Those who trained with MoL performed better on memory test and reported fewer ADHD symptoms after completing the training, as compared to their baseline levels. All of these children would recommend the training to peers but the duration of training varied considerably. The participants and their parents reported that the MoL training was easy and fun to use, although lack of motivation, distractions in every-day life, and lack of routines created challenges. We conclude that training with MoL was considered feasible by most of the participants. Future research should try to make the intervention more acceptable by motivating the participants and limiting potential distractions and involving larger study groups and controls to study the efficacy of the training.
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Affiliation(s)
- Vladislav Ruchkin
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Marwin Wallonius
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Emma Odekvist
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Sharmeen Kim
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Johan Isaksson
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
- Department of Women's and Children's Health, Center of Neurodevelopmental Disorders (KIND), Centre for Psychiatry Research, Karolinska Institutet & Stockholm Health Care Services, Stockholm, Sweden
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Elahi H, Iosif AM, Mukherjee P, Hinshaw SP, Schweitzer JB. Using Hot and Cool Measures to Phenotype and Predict Functional Outcomes Across Dimensions of ADHD and Typical Development in Adolescents. Res Child Adolesc Psychopathol 2024; 52:579-593. [PMID: 38038753 DOI: 10.1007/s10802-023-01149-7] [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: 10/31/2023] [Indexed: 12/02/2023]
Abstract
Multiple pathway models propose that attention deficit hyperactivity disorder (ADHD) arises from dysfunction in separate systems comprised of a "cool" or cognitive pathway versus a "hot" or emotional/reward pathway. Interactions between these pathways and the degree of maturation may further determine functional outcomes for adolescents ranging from those diagnosed with ADHD to typical development (TD). We used a latent profile analysis on rating scales and behavioral task performance assessing emotion, irritability, impulsivity, risk-taking, future orientation, and processing speed (PS) to identify subgroups of TD adolescents and adolescents with ADHD (N = 152) based on the hot and cool pathway model. We identified four classes: 1) High-Complex Challenges; 2) Moderate-Mixed Challenges; 3) Non-Emotive Impulsivity; and 4) High Regulation and Control. A multiple pathway model of ADHD is supported with classes differing in degree of emotional lability and irritability, types of impulsivity, and ability to use future consequences to modulate impulsivity and PS. The classes differed regarding functional behavior, with the High-Complex class demonstrating the most severe functional challenges in academic-related functioning. The Moderate-Mixed class also displayed significant functional challenges but with moderate emotional lability and irritability ratings. The Non-Emotive Impulsivity class exhibited low emotionality and low irritability, yet high impulsivity with limited negative functional consequences, and was composed of a mix of ADHD and TD adolescents. Differences between classes suggest ADHD symptomatology may represent both categorical and dimensional differences. Precision health interventions may be more effective in addressing the specific challenges associated with the classes rather than a one-size-fits-all approach to treating ADHD.
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Affiliation(s)
- Heather Elahi
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA, 95817, USA
- MIND Institute, University of California, Davis, Sacramento, CA, USA
| | - Ana-Maria Iosif
- Department of Public Health Sciences, Division of Biostatistics, University of California, Davis, Davis, CA, USA
| | - Prerona Mukherjee
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA, 95817, USA
- MIND Institute, University of California, Davis, Sacramento, CA, USA
| | - Stephen P Hinshaw
- Department of Psychology, University of California, Berkeley, Berkeley, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Julie B Schweitzer
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA, 95817, USA.
- MIND Institute, University of California, Davis, Sacramento, CA, USA.
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Andreou G, Argatzopoulou A. A systematic review on the use of technology to enhance the academic achievements of children with attention deficit hyperactivity disorder in language learning. RESEARCH IN DEVELOPMENTAL DISABILITIES 2024; 145:104666. [PMID: 38237288 DOI: 10.1016/j.ridd.2023.104666] [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: 05/04/2023] [Revised: 11/08/2023] [Accepted: 12/22/2023] [Indexed: 01/28/2024]
Abstract
This review investigates the use of technology for children and adolescents with Attention Deficit Hyperactivity Disorder and their academic achievements in language learning, as well as their attitudes towards technology use. The goal is to integrate this information in order to learn how technology is provided to this population regarding first and second language learning, and also how effective and appropriate its use is and how it is perceived by stakeholders in the learning process. A systematic review was conducted, and after the final screening process, 15 studies were analysed, the majority of which were about first language learning (n = 11). Most studies found that technology use has a positive impact on students' language skills and that students tend to find it more motivating and engaging. While these technologies seem to be promising tools for improving skills, further studies must be conducted, especially in the field of second language learning.
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Affiliation(s)
- Georgia Andreou
- Department of Special Education, University of Thessaly, Greece
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Moradi N, Rajabi S, Mansouri Nejad A. The effect of neurofeedback training combined with computer cognitive games on the time perception, attention, and working memory in children with ADHD. APPLIED NEUROPSYCHOLOGY. CHILD 2024; 13:24-36. [PMID: 36002025 DOI: 10.1080/21622965.2022.2112679] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
OBJECTIVE The purpose of this study was to examine the effect of neurofeedback (NF) based on quantitative electroencephalography (QEEG) and SmartMind game on the time perception, attention, and working memory of children with Attention Deficit/Hyperactivity Disorder (ADHD) through an experimental design. METHOD Using a purposive sampling method, 32 male students diagnosed with ADHD were selected and then randomly assigned to an experimental group and a control group. The experimental group received the treatment (NF + SmartMind) for 30 weekly sessions. Children's performances on a time perception test, a Continuous Performance Test (CPT), and a Wechsler working memory test (WISC) were examined before and after the intervention. RESULTS A significant difference was observed between the mean scores of the pretest and post-test for the experimental group, implying that NF training improved short-time perception and long-time perception attention in CPT test: omission error component, Correct Response component, and working memory: Visual forward component. However, the treatment did not have a significant effect on the commission error component (CPT), working memory in terms of the visual reverse, auditory reverse, and auditory forward components. CONCLUSION NF combined with computer cognitive games (CCGs) can improve time perception, attention, and working memory in children with ADHD.
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Affiliation(s)
| | | | - Ali Mansouri Nejad
- Department of English Language Teaching, Farhangian University, Tehran, Iran
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Robledo-Castro C, Lerma-Castaño PR, Bonilla-Santos G. Effect of Cognitive Training Programs Based on Computer Systems on Executive Functions in Children With ADHD: A Systematic Review. J Atten Disord 2023; 27:1467-1487. [PMID: 37477014 DOI: 10.1177/10870547231187164] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/22/2023]
Abstract
BACKGROUND The purpose of this systematic review is to synthesize the existing literature reporting the effects of computerized cognitive trainings on the executive functions of children with ADHD. METHOD A systematic review was carried out following the PRISMA statement; the primary sources used were five electronic databases (Scopus, Science Direct, Pubmed, Springer, Taylor & Francis). RESULTS 20 articles met the eligibility criteria, data on the training characteristics and the effects on executive functions were extracted, followed by an analysis of bias and the methodological quality of the studies. The results of the studies were widely heterogeneous, largely associated with the variety of training programs and the measurement instruments used. The most studied executive functions were working memory and inhibitory control. Some of the studies reported that the intervention led to significant effects on working memory and attention (N = 7), and improvements in inhibitory control (N = 5) and planning (N = 4) were also reported. At the same time, others did not report the effects of the intervention on these processes. The assessment of the quality of the evidence showed important risk biases among the reviewed studies. CONCLUSION Some training based on computer systems showed positive effects on the executive functions of working memory, attention, and inhibitory control in children with ADHD. However, other training sessions did not show significant effects. In general, the evidence shows mixed results, a high diversity of measurement instruments, and high risks of bias between the studies. Therefore, the evidence has not been consistent about the general benefits of computerized training on the executive functions of children with ADHD.
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Affiliation(s)
| | - Piedad Rocio Lerma-Castaño
- Universidad Autónoma de Manizales, Caldas, Colombia
- Fundación Universitaria María Cano, Neiva Huila, Colombia
| | - Gisella Bonilla-Santos
- Fundación Universitaria María Cano, Neiva Huila, Colombia
- Universidad Surcolombiana, Neiva, Colombia
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Almarzouki AF, Bellato A, Al-Saad MS, Al-Jabri B. COGMED working memory training in children with Attention Deficit/Hyperactivity Disorder (ADHD): A feasibility study in Saudi Arabia. APPLIED NEUROPSYCHOLOGY. CHILD 2023; 12:202-213. [PMID: 35549563 DOI: 10.1080/21622965.2022.2070020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Working memory training has been proven effective for improving cognitive functioning in patients with Attention Deficit/Hyperactivity Disorder (ADHD). However, the feasibility of this type of training for children in Saudi Arabia has not been previously explored. We investigated the feasibility of implementing Cogmed Working Memory Training (CWMT) in a sample of 29 Saudi children with ADHD. We found no significant demographic or clinical differences between compliant and noncompliant children. Although compliant children were initially better at following instructions and reported better improvements in working memory and math skills compared to those who did not complete the CWMT, all children who participated in the program showed improvements in performing the CWMT tasks. Most parents found the Cogmed training feasible for their children, were satisfied and keen to continue with the program, and felt the training helped them to address their problems. Most children did not encounter any difficulties in using the software, and many families were, therefore, likely to continue using the techniques from the program. We conclude that CWMT for children with ADHD is feasible in Saudi Arabia. Larger case-controlled studies are needed to thoroughly investigate the effects of CWMT compared to other interventions in Saudi children with ADHD.
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Affiliation(s)
- Abeer F Almarzouki
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Alessio Bellato
- Institute of Psychology, Psychiatry and Neuroscience (IoPPN), King's College London, London, UK
- School of Psychology, University of Nottingham Malaysia, Semenyih, Malaysia
| | - Maha S Al-Saad
- Department of Physiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
- General Directorate of Health Affairs in Najran, Ministry of Health, Najran, Saudi Arabia
| | - Basma Al-Jabri
- Department of Pediatrics, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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Selaskowski B, Asché LM, Wiebe A, Kannen K, Aslan B, Gerding TM, Sanchez D, Ettinger U, Kölle M, Lux S, Philipsen A, Braun N. Gaze-based attention refocusing training in virtual reality for adult attention-deficit/hyperactivity disorder. BMC Psychiatry 2023; 23:74. [PMID: 36703134 PMCID: PMC9879564 DOI: 10.1186/s12888-023-04551-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/16/2023] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is characterized by substantial interindividual heterogeneity that challenges the systematic assessment and treatment. Considering mixed evidence from previous neurofeedback research, we present a novel feedback system that relies on gaze behavior to detect signs of inattention while performing a neuropsychological attention task in a virtual seminar room. More specifically, an audiovisual feedback was given whenever participants averted their gaze from the given task. METHODS Eighteen adults with ADHD and 18 healthy controls performed a continuous performance task (CPT) in virtual reality under three counterbalanced conditions in which either gaze-based feedback, sham feedback, or no feedback was provided. In all conditions, phases of high and low virtual distraction alternated. CPT errors and reaction times, proportions of gaze dwell times (e.g., task focus or distraction focus), saccade characteristics, EEG theta/beta ratios, head movements, and an experience sampling of ADHD symptoms were analyzed. RESULTS While patients can be discriminated well from healthy controls in that they showed more omission errors, higher reaction times, higher distraction-related dwell times, and more head movements, the feedback did not immediately improve task performance. It was also indicated that sham feedback was rather associated with an aggravation of symptoms in patients. CONCLUSIONS Our findings demonstrate sufficient suitability and specificity for this holistic ADHD symptom assessment. Regarding the feedback, a single-session training was insufficient to achieve learning effects based on the proposed metacognitive strategies. Future longitudinal, multi-session trials should conclusively examine the therapeutic efficacy of gaze-based virtual reality attention training in ADHD. TRIAL REGISTRATION drks.de (identifier: DRKS00022370).
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Affiliation(s)
- Benjamin Selaskowski
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Laura Marie Asché
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Annika Wiebe
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Kyra Kannen
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Behrem Aslan
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Thiago Morano Gerding
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Dario Sanchez
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Ulrich Ettinger
- grid.10388.320000 0001 2240 3300Department of Psychology, University of Bonn, Bonn, Germany
| | - Markus Kölle
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Silke Lux
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Alexandra Philipsen
- grid.15090.3d0000 0000 8786 803XDepartment of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Niclas Braun
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.
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Dekkers TJ, van der Oord S. Editorial Perspective: When to start de-implementation of interventions: the case of cognitive training for children with ADHD. J Child Psychol Psychiatry 2022. [PMID: 36583264 DOI: 10.1111/jcpp.13751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/11/2022] [Indexed: 12/31/2022]
Affiliation(s)
- Tycho J Dekkers
- Department of Child and Adolescent Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.,Accare Child Study Center, Groningen, The Netherlands.,Levvel, Academic Center for Child and Adolescent Psychiatry, Amsterdam, The Netherlands.,Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.,Department of Child and Adolescent Psychiatry, Amsterdam University Medical Centers (AUMC), Amsterdam, The Netherlands
| | - Saskia van der Oord
- KU Leuven, Clinical Psychology, Faculty of Psychology and Educational Sciences, Leuven, Belgium
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Behboodi A, Lee WA, Hinchberger VS, Damiano DL. Determining optimal mobile neurofeedback methods for motor neurorehabilitation in children and adults with non-progressive neurological disorders: a scoping review. J Neuroeng Rehabil 2022; 19:104. [PMID: 36171602 PMCID: PMC9516814 DOI: 10.1186/s12984-022-01081-9] [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: 03/25/2022] [Accepted: 09/08/2022] [Indexed: 11/22/2022] Open
Abstract
Background Brain–computer interfaces (BCI), initially designed to bypass the peripheral motor system to externally control movement using brain signals, are additionally being utilized for motor rehabilitation in stroke and other neurological disorders. Also called neurofeedback training, multiple approaches have been developed to link motor-related cortical signals to assistive robotic or electrical stimulation devices during active motor training with variable, but mostly positive, functional outcomes reported. Our specific research question for this scoping review was: for persons with non-progressive neurological injuries who have the potential to improve voluntary motor control, which mobile BCI-based neurofeedback methods demonstrate or are associated with improved motor outcomes for Neurorehabilitation applications? Methods We searched PubMed, Web of Science, and Scopus databases with all steps from study selection to data extraction performed independently by at least 2 individuals. Search terms included: brain machine or computer interfaces, neurofeedback and motor; however, only studies requiring a motor attempt, versus motor imagery, were retained. Data extraction included participant characteristics, study design details and motor outcomes. Results From 5109 papers, 139 full texts were reviewed with 23 unique studies identified. All utilized EEG and, except for one, were on the stroke population. The most commonly reported functional outcomes were the Fugl-Meyer Assessment (FMA; n = 13) and the Action Research Arm Test (ARAT; n = 6) which were then utilized to assess effectiveness, evaluate design features, and correlate with training doses. Statistically and functionally significant pre-to post training changes were seen in FMA, but not ARAT. Results did not differ between robotic and electrical stimulation feedback paradigms. Notably, FMA outcomes were positively correlated with training dose. Conclusion This review on BCI-based neurofeedback training confirms previous findings of effectiveness in improving motor outcomes with some evidence of enhanced neuroplasticity in adults with stroke. Associative learning paradigms have emerged more recently which may be particularly feasible and effective methods for Neurorehabilitation. More clinical trials in pediatric and adult neurorehabilitation to refine methods and doses and to compare to other evidence-based training strategies are warranted.
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Affiliation(s)
- Ahad Behboodi
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD, USA
| | - Walker A Lee
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD, USA
| | | | - Diane L Damiano
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD, USA.
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Robledo-Castro C, Castillo-Ossa LF, Corchado JM. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022; 48:2399-2427. [PMID: 36185593 PMCID: PMC9516512 DOI: 10.1007/s13369-022-07292-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/15/2022] [Indexed: 11/11/2022]
Abstract
This article presents a systematic review of studies on cognitive training programs based on artificial cognitive systems and digital technologies and their effect on executive functions. The aim has been to identify which populations have been studied, the characteristics of the implemented programs, the types of implemented cognitive systems and digital technologies, the evaluated executive functions, and the key findings of these studies. The review has been carried out following the PRISMA protocol; five databases have been selected from which 1889 records were extracted. The articles were filtered following established criteria, to give a final selection of 264 articles that have been used for the purposes of this study in the analysis phase. The findings showed that the most studied populations were school-age children and the elderly. The most studied executive functions were working memory and attentional processes, followed by inhibitory control and processing speed. Many programs were commercial, customizable, gamified, and based on classic tasks. Some more recent initiatives have begun to incorporate user-machine interfaces, robotics, and virtual reality, although studies on their effects remain scarce. The studies recognize multiple benefits of computerized neuropsychological stimulation and rehabilitation programs for executive functions in different age groups, but there is a lack of studies in specific population sectors and with more rigorous research designs. Supplementary Information The online version contains supplementary material available at 10.1007/s13369-022-07292-5.
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Affiliation(s)
- Carolina Robledo-Castro
- Currículo, Universidad y Sociedad Research Group, Universidad del Tolima, Calle 42 1-02, 730006299 Ibagué, Colombia
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
| | - Luis F. Castillo-Ossa
- Ingeniería del Software Research Group, Universidad Autónoma de Manizales, Antigua Estación del Ferrocarril, 170001 Manizales, Colombia
- Inteligencia Artificial Research Group, Universidad de Caldas, Calle 65 26-10, 170002 Manizales, Colombia
- Departamento de Ingeniería Indutrial, Universidad Nacional de Colombia Sede Manizales, Campus La Nubia, 170001 Manizales, Colombia
| | - Juan M. Corchado
- BISITE Research Group, University of Salamanca, Calle Espejo s/n, 37007 Salamanca, Spain
- Air Institute, IoT Digital Innovation Hub, 37188 Salamanca, Spain
- Department of Electronics, Information and Communication, Osaka Institute of Technology, 535-8585 Osaka, Japan
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McKay E, Kirk H, Coxon J, Courtney D, Bellgrove M, Arnatkeviciute A, Cornish K. Training inhibitory control in adolescents with elevated attention deficit hyperactivity disorder traits: a randomised controlled trial of the Alfi Virtual Reality programme. BMJ Open 2022; 12:e061626. [PMID: 36127121 PMCID: PMC9490587 DOI: 10.1136/bmjopen-2022-061626] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Attention deficit hyperactivity disorder (ADHD) is characterised by significant deficits in attention and inhibition. These deficits are associated with negative sequelae that emerge in childhood and often continue throughout adolescence. Despite these difficulties adolescents with ADHD often demonstrate poor treatment compliance with traditional interventions (eg, psychostimulant medication). Virtual reality (VR) presents an innovative means of delivering engaging cognitive interventions for adolescents with ADHD and offers the potential to improve compliance with such interventions. The current parallel, randomised controlled trial aims to evaluate the effects of a VR intervention (Alfi) designed to improve inhibition in adolescents with ADHD. METHODS AND ANALYSIS A sample of 100 adolescents (aged 13-17) with elevated ADHD symptoms will be recruited from secondary schools and ADHD organisations located in the state of Victoria, Australia. Participants will be randomly assigned to either an 8-week VR intervention or a usual care control. The VR intervention involves the completion of 14 sessions, each 20 min in duration. Participants will complete computerised assessments of inhibition and risk-taking preintervention and immediately postintervention. Parents/guardians will complete online questionnaires about their child's ADHD symptoms and social functioning at each of these timepoints. The primary outcome is change in inhibition performance in adolescents who received the intervention from preintervention to postintervention compared with adolescents in the control condition. Secondary outcomes include change in risk-taking, ADHD symptoms and social functioning in adolescents who received the intervention from preintervention to postintervention compared with adolescents in the control condition. If the intervention is shown to be effective, it may offer a supplementary approach to traditional interventions for adolescents with ADHD experiencing inhibitory control difficulties. ETHICS AND DISSEMINATION This trial has ethics approval from the Monash University Human Research Ethics Committee (HREC) (21530) and the Victorian Department of Education and Training HREC (2020_004271). Results will be disseminated through peer-reviewed journals, conference proceedings and community activities. Individual summaries of the results will be provided to participants on request. TRIAL REGISTRATION NUMBER ACTRN12620000647932.
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Affiliation(s)
- Erin McKay
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Hannah Kirk
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - James Coxon
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Danielle Courtney
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Mark Bellgrove
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Aurina Arnatkeviciute
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Kim Cornish
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
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Guo N, Fuermaier ABM, Koerts J, Tucha O, Scherbaum N, Müller BW. Networks of Neuropsychological Functions in the Clinical Evaluation of Adult ADHD. Assessment 2022:10731911221118673. [PMID: 36031877 PMCID: PMC10363951 DOI: 10.1177/10731911221118673] [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: 11/16/2022]
Abstract
This study applied network analysis to explore the relations between neuropsychological functions of individuals in the clinical evaluation of attention-deficit/hyperactivity disorder (ADHD) in adulthood. A total of 319 participants from an outpatient referral context, that is, 173 individuals with ADHD (ADHD group) and 146 individuals without ADHD (n-ADHD group), took part in this study and completed a comprehensive neuropsychological assessment. A denser network with stronger global connectivity was observed in the ADHD group compared to the n-ADHD group. The strongest connections were consistent in both networks, that is, the connections between selective attention and vigilance, and connections between processing speed, fluency, and flexibility. Further centrality estimation revealed attention-related variables to have the highest expected influence in both networks. The observed relationships between neuropsychological functions, and the high centrality of attention, may help identify neuropsychological profiles that are specific to ADHD and optimize neuropsychological assessment and treatment planning of individuals with cognitive impairment.
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Affiliation(s)
- Nana Guo
- University of Groningen, The Netherlands
| | | | | | - Oliver Tucha
- University of Groningen, The Netherlands.,University Medical Center Rostock, Germany.,Maynooth University, Ireland
| | | | - Bernhard W Müller
- University of Duisburg-Essen, Germany.,University of Wuppertal, Germany
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14
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Kvamme TL, Sarmanlu M, Overgaard M. Doubting the double-blind: Introducing a questionnaire for awareness of experimental purposes in neurofeedback studies. Conscious Cogn 2022; 104:103381. [PMID: 35947940 DOI: 10.1016/j.concog.2022.103381] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 11/29/2022]
Abstract
Double-blinding subjects to the experiment's purpose is an important standard in neurofeedback studies. However, it is difficult to provide evidence that humans are entirely unaware of certain information. This study used insights from consciousness studies and neurophenomenology to develop a contingency awareness questionnaire for neurofeedback. We assessed whether participants had an awareness of experimental purposes to manipulate their attention and multisensory perception. A subset of subjects (5 out of 20) gained a degree of awareness of experimental purposes as evidenced by their correct guess about the purposes of the experiment to affect their attention and multisensory perceptions specific to their double-blinded group assignment. The results warrant replication before they are applied to clinical neurofeedback studies, given the considerable time taken to perform the questionnaire (∼25 min). We discuss the strengths and limitations of our contingency awareness questionnaire and the growing appeal of the double-blinded standard in clinical neurofeedback studies.
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Affiliation(s)
- Timo L Kvamme
- Cognitive Neuroscience Research Unit, CFIN/MINDLab, Aarhus University, Aarhus, Denmark; Centre for Alcohol and Drug Research, Aarhus University, Aarhus, Denmark.
| | - Mesud Sarmanlu
- Cognitive Neuroscience Research Unit, CFIN/MINDLab, Aarhus University, Aarhus, Denmark
| | - Morten Overgaard
- Cognitive Neuroscience Research Unit, CFIN/MINDLab, Aarhus University, Aarhus, Denmark
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15
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Stokes JD, Rizzo A, Geng JJ, Schweitzer JB. Measuring Attentional Distraction in Children With ADHD Using Virtual Reality Technology With Eye-Tracking. FRONTIERS IN VIRTUAL REALITY 2022; 3:855895. [PMID: 35601272 PMCID: PMC9119405 DOI: 10.3389/frvir.2022.855895] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Objective Distractions inordinately impair attention in children with Attention-Deficit Hyperactivity Disorder (ADHD) but examining this behavior under real-life conditions poses a challenge for researchers and clinicians. Virtual reality (VR) technologies may mitigate the limitations of traditional laboratory methods by providing a more ecologically relevant experience. The use of eye-tracking measures to assess attentional functioning in a VR context in ADHD is novel. In this proof of principle project, we evaluate the temporal dynamics of distraction via eye-tracking measures in a VR classroom setting with 20 children diagnosed with ADHD between 8 and 12 years of age. Method We recorded continuous eye movements while participants performed math, Stroop, and continuous performance test (CPT) tasks with a series of "real-world" classroom distractors presented. We analyzed the impact of the distractors on rates of on-task performance and on-task, eye-gaze (i.e., looking at a classroom whiteboard) versus off-task eye-gaze (i.e., looking away from the whiteboard). Results We found that while children did not always look at distractors themselves for long periods of time, the presence of a distractor disrupted on-task gaze at task-relevant whiteboard stimuli and lowered rates of task performance. This suggests that children with attention deficits may have a hard time returning to tasks once those tasks are interrupted, even if the distractor itself does not hold attention. Eye-tracking measures within the VR context can reveal rich information about attentional disruption. Conclusions Leveraging virtual reality technology in combination with eye-tracking measures is well-suited to advance the understanding of mechanisms underlying attentional impairment in naturalistic settings. Assessment within these immersive and well-controlled simulated environments provides new options for increasing our understanding of distractibility and its potential impact on the development of interventions for children with ADHD.
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Affiliation(s)
- Jared D. Stokes
- MIND Institute, University of California, Davis, Sacramento, CA, United States
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA, United States
- Center for Mind and Brain, University of California, Davis, Davis, CA, United States
| | - Albert Rizzo
- Institute for Creative Studies, University of Southern California, Los Angeles, CA, United States
| | - Joy J. Geng
- Center for Mind and Brain, University of California, Davis, Davis, CA, United States
- Department of Psychology, University of California, Davis, Davis, CA, United States
| | - Julie B. Schweitzer
- MIND Institute, University of California, Davis, Sacramento, CA, United States
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Sacramento, CA, United States
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16
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Luo X, Guo X, Zhao Q, Zhu Y, Chen Y, Zhang D, Jiang H, Wang Y, Johnstone S, Sun L. A randomized controlled study of remote computerized cognitive, neurofeedback, and combined training in the treatment of children with attention-deficit/hyperactivity disorder. Eur Child Adolesc Psychiatry 2022:10.1007/s00787-022-01956-1. [PMID: 35182242 PMCID: PMC8857637 DOI: 10.1007/s00787-022-01956-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 02/02/2022] [Indexed: 12/04/2022]
Abstract
There is an increasing interest in non-pharmacological treatments for children with attention-deficit/hyperactivity disorder (AD/HD), especially digital techniques that can be remotely delivered, such as neurofeedback (NFT) and computerized cognitive training (CCT). In this study, a randomized controlled design was used to compare training outcomes between remotely delivered NFT, CCT, and combined NFT/CCT training approaches. A total of 121 children with AD/HD were randomly assigned to the NFT, CCT, or NFT/CCT training groups, with 80 children completing the training program. Pre- and post-training symptoms (primary outcome), executive and daily functions were measured using questionnaires as well as resting EEG during eyes-closed (EC) and eyes-open (EO) conditions. After 3 months of training, the inattentive and hyperactive/impulsive symptoms, inhibition, working memory, learning and life skills of the three groups of children were significantly improved. The objective EEG activity showed a consistent increase in the relative alpha power in the EO condition among the three training groups. Training differences were not observed between groups. There was a positive correlation between pre-training EO relative alpha power and symptom improvement scores of inattention and hyperactivity/impulsivity, as well as a negative correlation between pre-training inattention scores and change in EO relative alpha. This study verified the training effects of NFT, CCT, and combined NFT/CCT training in children with AD/HD and revealed an objective therapeutic role for individual relative alpha activity. The verified feasibility and effectiveness of home-based digital training support promotion and application of digital remote training.
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Affiliation(s)
- Xiangsheng Luo
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Xiaojie Guo
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Qihua Zhao
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Yu Zhu
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Yanbo Chen
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Dawei Zhang
- Department of Psychology, School of Educational Science, Yangzhou University, Jiangsu, People’s Republic of China
| | - Han Jiang
- School of Special Education, Zhejiang Normal University, Hangzhou, People’s Republic of China
| | - Yufeng Wang
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People’s Republic of China ,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191 People’s Republic of China
| | - Stuart Johnstone
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia. .,Brain and Behavior Research Institute, University of Wollongong, Wollongong, NSW, 2500, Australia.
| | - Li Sun
- Peking University Sixth Hospital and, Peking University Institute of Mental Health, Beijing, People's Republic of China. .,NHC Key Laboratory of Mental Health (Peking University) and National Clinical Research Center for Mental Disorders, Peking University Sixth Hospital, Beijing, 100191, People's Republic of China.
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17
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Comparing the Transfer Effects of Three Neurocognitive Training Protocols in Children With Attention-Deficit/Hyperactivity Disorder: A Single-Case Experimental Design. BEHAVIOUR CHANGE 2021. [DOI: 10.1017/bec.2021.26] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Abstract
The current study used behavioural and electroencephalograph measures to compare the transferability of three home-based interventions — cognitive training (CT), neurofeedback training (NFT), and CT combined with NFT — for reducing symptoms in children with attention-deficit/hyperactivity disorder (AD/HD). Following a multiple-baseline single-case experimental design, twelve children were randomised to a training condition. Each child completed a baseline phase, followed by an intervention phase. The intervention phase consisted of 20 sessions of at-home training. Tau-U analysis and standardised visual analysis were adopted to detect effects. Results showed that CT improved inhibitory function and NFT improved alpha EEG activity and working memory. The combined condition, which was a reduced ‘dose’ of CT and NFT, did not show any improvements. The three conditions did not alleviate AD/HD symptoms. While CT and NFT may have transfer effects on executive functions, considering the lack of improvement in symptoms, this study does not support CT and NFT on their own as a treatment for children with AD/HD.
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18
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Dhir S, Teo WP, Chamberlain SR, Tyler K, Yücel M, Segrave RA. The Effects of Combined Physical and Cognitive Training on Inhibitory Control: A Systematic Review and Meta-Analysis. Neurosci Biobehav Rev 2021; 128:735-748. [PMID: 34256070 PMCID: PMC7611490 DOI: 10.1016/j.neubiorev.2021.07.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 06/25/2021] [Accepted: 07/07/2021] [Indexed: 11/29/2022]
Abstract
While strong inhibitory control is critical for health and wellbeing, there are no broadly applicable effective behavioural interventions that enhance it. This meta-analysis examined the neurocognitive rationale for combined physical and cognitive training and synthesised the rapidly growing body of evidence examining combined paradigms to enhance inhibitory control. Across the research to date, there was a small positive effect (n studies = 16, n participants = 832) of combined training on improving inhibitory control. Sub-group analyses showed small-moderate positive effects when the physical component of the combined training was moderately intense, as opposed to low or vigorous intensities; moderate positive effects were found in older adults, as compared to adolescents and adults; and healthy individuals and those with vascular cognitive impairment, as compared to ADHD, ASD, mild cognitive impairment and cancer survivors. This is the first meta-analysis to provide evidence that combined physical, specifically when moderately intense, and cognitive training has the capacity to improve inhibitory control, particularly when delivered to healthy individuals and those experiencing age-related decline.
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Affiliation(s)
- Sakshi Dhir
- BrainPark, Turner Institute for Brain and Mental Health, School of Psychological Sciences and Monash Biomedical Imaging Facility, Monash University, Melbourne, Victoria, Australia.
| | - Wei-Peng Teo
- Physical Education and Sports Science Academic Group, National Institute of Education, Nanyang Technological University, Singapore; Institute for Physical Activity and Nutrition, Deakin University, Melbourne, Australia
| | - Samuel R Chamberlain
- Department of Psychiatry, Faculty of Medicine, University of Southampton, UK; Southern Health NHS Foundation Trust, UK
| | - Kaelasha Tyler
- BrainPark, Turner Institute for Brain and Mental Health, School of Psychological Sciences and Monash Biomedical Imaging Facility, Monash University, Melbourne, Victoria, Australia
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health, School of Psychological Sciences and Monash Biomedical Imaging Facility, Monash University, Melbourne, Victoria, Australia
| | - Rebecca A Segrave
- BrainPark, Turner Institute for Brain and Mental Health, School of Psychological Sciences and Monash Biomedical Imaging Facility, Monash University, Melbourne, Victoria, Australia
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19
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Murphy C, Upshaw NC, Thomas AS, Fong G, Janss A, Mazewski C, Ingerski LM. Impact of executive functioning on health-related quality of life of pediatric brain tumor survivors. Pediatr Blood Cancer 2021; 68:e29130. [PMID: 34047487 DOI: 10.1002/pbc.29130] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 04/23/2021] [Accepted: 05/03/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND Brain tumor survivors are at risk for significant late effects following treatment completion that may adversely impact health-related quality of life (HRQOL). The current study examines the relationship between executive functioning (EF) and HRQOL in pediatric brain tumor survivors within a longitudinal framework. We hypothesized that early deficits in EF would be related to less optimal HRQOL in this population. PROCEDURE The current study utilized retrospective medical chart review to identify neurocognitive correlates of HRQOL in 137 youth previously treated for a pediatric brain tumor. Participants completed the Pediatric Quality of Life Inventory (PedsQL) and neuropsychological assessment, including a well-validated measure of executive functioning (Behavior Rating Inventory of Executive Function; BRIEF). General linear regression and multivariate models were utilized to examine the relationship between child executive functioning and HRQOL. RESULTS Multiple domains of child executive functioning, as reported by parents on the BRIEF, significantly predicted parent-proxy reported HRQOL after controlling for demographic and medical covariates, including child intellectual functioning (IF). Similarly, after controlling for covariates, the BRIEF Cognitive Regulation Index was a significant predictor of self-reported physical and school functioning domains of HRQOL. CONCLUSION Current data demonstrate EF is a significant predictor of HRQOL during survivorship for youth previously diagnosed with a pediatric brain tumor. Results suggest that opportunities may exist to intervene and improve HRQOL of pediatric brain tumor survivors by targeting EF.
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Affiliation(s)
- Camara Murphy
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Naadira C Upshaw
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.,Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Amanda S Thomas
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Grace Fong
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Anna Janss
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.,Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Claire Mazewski
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.,Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Lisa M Ingerski
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.,Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
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20
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Assessing the feasibility of a classroom-based visual attention training program targeting academics for students with extremely low IQ. Pilot Feasibility Stud 2021; 7:150. [PMID: 34330330 PMCID: PMC8323296 DOI: 10.1186/s40814-021-00879-z] [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: 11/09/2020] [Accepted: 06/24/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND This feasibility study investigated the viability of implementing a cognitive-based training program (NeuroTracker) and assessing its potential effects on academic performance for adolescents with extremely low IQ. METHODS Twenty-six adolescents aged between 11 and 16 years with a Wechsler-based IQs in the extremely low range (MIQ = 56.00, SDIQ = 13.89) completed 15 training sessions on either the NeuroTracker or an active control task; math and reading performance were assessed using clinically validated instruments before and after training. Recruitment and retention rates, adherence, and properties of the academic measures were assessed. RESULTS All recruited participants completed 15 training sessions within a 6-week period. Eighty-three percent of participants meeting initial inclusion criteria completed all stages of the study from baseline to post-intervention assessments. Some limitations of the academic measures were identified. CONCLUSIONS Results suggest that implementing NeuroTracker as a classroom-based intervention and using clinically validated outcome measures is feasible with this population.
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21
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Al-Saad MSH, Al-Jabri B, Almarzouki AF. A Review of Working Memory Training in the Management of Attention Deficit Hyperactivity Disorder. Front Behav Neurosci 2021; 15:686873. [PMID: 34366803 PMCID: PMC8334010 DOI: 10.3389/fnbeh.2021.686873] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 06/28/2021] [Indexed: 11/17/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders among children. Working memory deficits underlie many of the behavioural symptoms of ADHD. Alongside psychostimulant medications, strategies to improve working memory may play an important adjuvant role in the management of ADHD. In this study, we review the role of working memory deficits in ADHD, the evidence surrounding working memory training strategies in the management of the condition, and the factors affecting the success of these strategies in alleviating ADHD symptoms. More specifically, we review several non-pharmacological interventions that target working memory deficits in ADHD, with special emphasis on cognitive working memory training. We conclude that the development of evidence-based interventions such as computerised cognitive training (CCT) could provide an alternative or adjunct to the use of psychostimulants, especially in cases where side effects are a major issue.
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Affiliation(s)
- Maha Saleh Habsan Al-Saad
- Faculty of Medicine, Department of Clinical Physiology, King Abdulaziz University, Jeddah, Saudi Arabia.,Public Health Sector, General Directorate of Health Affairs in Najran, Ministry of Health, Najran, Saudi Arabia
| | - Basma Al-Jabri
- Faculty of Medicine, Department of Pediatrics, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Abeer F Almarzouki
- Faculty of Medicine, Department of Clinical Physiology, King Abdulaziz University, Jeddah, Saudi Arabia
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22
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Guo N, Fuermaier ABM, Koerts J, Mueller BW, Diers K, Mroß A, Mette C, Tucha L, Tucha O. Neuropsychological functioning of individuals at clinical evaluation of adult ADHD. J Neural Transm (Vienna) 2021; 128:877-891. [PMID: 33355692 PMCID: PMC8295106 DOI: 10.1007/s00702-020-02281-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 11/18/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Numerous studies showed that adults with attention deficit hyperactivity disorder (ADHD) suffer from impairments in a range of cognitive functions when compared to healthy controls. However, only little is known about the neuropsychological functions when compared to various clinical control groups and whether a distinct neuropsychological profile can be identified for adult ADHD. METHOD This retrospective study examined data of 199 outpatients referred for clinical evaluation of adult ADHD, allocated either to an ADHD group (n = 78) or to one of two clinical comparison groups, depending on whether they show indications (n = 71) or no indications (n = 50) for the presence of psychiatric disorders other than ADHD. All individuals performed a comprehensive neuropsychological test battery. RESULTS Data analysis revealed impairments in a range of cognitive functions in a substantial number of patients of all three groups. However, profiles of neuropsychological impairments were similar between groups. Furthermore, significant small- to medium-sized correlations between basic and higher-order cognitive functions were revealed in the ADHD group and the clinical comparison group with indications for psychiatric disorders other than ADHD. CONCLUSION Neuropsychological impairments are prominent in psychiatric outpatients seeking a clinical evaluation of adult ADHD but are not specific for ADHD. It is concluded that neuropsychological test performance may have limited incremental value to support the psychiatric differential diagnosis. Furthermore, a clinical trajectory may need to take into account that deficits in a range of higher-order cognitive functions can be substantially explained by deficits in basic cognitive functions.
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Affiliation(s)
- Nana Guo
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands.
| | - Anselm B M Fuermaier
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - Janneke Koerts
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - Bernhard W Mueller
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR Hospital Essen, University of Duisburg-Essen, Essen, Germany
- Department of Psychology, University of Wuppertal, Wuppertal, Germany
| | - Katerina Diers
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Aaron Mroß
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, LVR Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | | | - Lara Tucha
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, Rostock, Germany
| | - Oliver Tucha
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioral and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, Rostock, Germany
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23
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Nejati V. Program for attention rehabilitation and strengthening (PARS) improves executive functions in children with attention deficit- hyperactivity disorder (ADHD). RESEARCH IN DEVELOPMENTAL DISABILITIES 2021; 113:103937. [PMID: 33756252 DOI: 10.1016/j.ridd.2021.103937] [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: 10/07/2020] [Revised: 12/21/2020] [Accepted: 03/10/2021] [Indexed: 06/12/2023]
Abstract
Attention is improved through cognitive rehabilitation. The purpose of the present study was the evaluation of the effect of a paper and pencil program for attention rehabilitation and strengthening (PARS) in children with ADHD. Thirty children with ADHD were randomly divided into two equal intervention and control groups. The intervention group received 12-15 sessions of intervention through PARS. Sustained, selective, and shifting attention, inhibitory control, and working memory were assessed by Persian attention registration, Stroop, color trail making, Go/No-Go, and 1- back tests. Analyses indicated that the experimental group, in comparison with the control group, showed improved selective and sustained attention and the training effects transfers to executive functions, inhibitory control and working memory. The result is discussed in the light of transferability of training effects from attention to executive functions.
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Affiliation(s)
- Vahid Nejati
- Department of Psychology, Shahid Beheshti University, PO Box: 1983969411, Tehran, Iran.
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24
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de Oliveira Rosa V, Rosa Franco A, Abrahão Salum Júnior G, Moreira-Maia CR, Wagner F, Simioni A, de Fraga Bassotto C, R Moritz G, Schaffer Aguzzoli C, Buchweitz A, Schmitz M, Rubia K, Paim Rohde LA. Effects of computerized cognitive training as add-on treatment to stimulants in ADHD: a pilot fMRI study. Brain Imaging Behav 2021; 14:1933-1944. [PMID: 31218531 DOI: 10.1007/s11682-019-00137-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The neurofunctional effects of Cognitive training (CT) are poorly understood. Our main objective was to assess fMRI brain activation patterns in children with ADHD who received CT as an add-on treatment to stimulant medication. We included twenty children with ADHD from a clinical trial of stimulant medication and CT (10 in medication + CT and 10 in medication + non-active training). Between-group differences were assessed in performance and in brain activation during 3 fMRI paradigms of working memory (N-back: 0-back, 1-back, 2-back, 3-back), sustained attention (Sustained Attention Task - SAT: 2 s, 5 s and 8 s delays) and inhibitory control (Go/No-Go). We found significant group x time x condition interactions in working memory (WM) and sustained attention on brain activation. In N-back, decreases were observed in the BOLD signal change from baseline to endpoint with increasing WM load in the right insula, right putamen, left thalamus and left pallidum in the CT compared to the non-active group; in SAT - increases in the BOLD signal change from baseline to endpoint with increasing delays were observed in bilateral precuneus, right insula, bilateral associative visual cortex and angular gyrus, right middle temporal, precentral, postcentral, superior frontal and middle frontal gyri in the CT compared to the non-active group. CT in ADHD was associated with changes in activation in task-relevant parietal and striato-limbic regions of sustained attention and working memory. Changes in brain activity may precede behavioral performance modifications in working memory and sustained attention, but not in inhibitory control.
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Affiliation(s)
- Virginia de Oliveira Rosa
- Postgraduate Program in Psychiatry and Behavioral Sciences, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil. .,ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil.
| | - Alexandre Rosa Franco
- Center for Biomedical Imaging and Neuromodulation, The Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA.,Center for the Developing Brain, Child Mind Institute, New York, NY, USA
| | - Giovanni Abrahão Salum Júnior
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil.,National Institute of Developmental Psychiatry for Children and Adolescents, São Paulo, Brazil
| | - Carlos Renato Moreira-Maia
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | - Flávia Wagner
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | - André Simioni
- Postgraduate Program in Psychiatry and Behavioral Sciences, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | - Caroline de Fraga Bassotto
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | - Guilherme R Moritz
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | | | - Augusto Buchweitz
- BraIns, Brain Institute of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Marcelo Schmitz
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil
| | - Katya Rubia
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Luis Augusto Paim Rohde
- ADHD Outpatient Program, Hospital de Clinicas de Porto Alegre, Department of Psychiatry, Federal University of Rio Grande do Sul, Serviço de Psiquiatria. Ramiro Barcelos, 2350. Bairro Santa Cecília, Porto Alegre, RS, CEP: 90035-903, Brazil.,National Institute of Developmental Psychiatry for Children and Adolescents, São Paulo, Brazil
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Parcher B, Coder M. Decision makers need an approach to determine digital therapeutic product quality, access, and appropriate use. J Manag Care Spec Pharm 2021. [DOI: 10.18553/jmcp.2021.27.4.536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
| | - Megan Coder
- Digital Therapeutics Alliance, Arlington, VA
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de Oliveira Rosa V, Moreira-Maia CR, Wagner F, Simioni A, de Fraga Bassotto C, Moritz GR, Schmitz M, Rohde LAP. Computerized Cognitive Training for ADHD as an Add-On Treatment to Stimulants: A Randomized Clinical Trial. J Atten Disord 2021; 25:275-285. [PMID: 30547696 DOI: 10.1177/1087054718816818] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Objective: Computerized cognitive training (CCT) as add-on treatment to stimulants for ADHD core symptoms is scarcely investigated. The purpose of this study is to assess the effect of CCT in a randomized controlled clinical trial for ADHD in children and adolescents treated with stimulants. Method: Fifty-three participants aged 6 to 13 years receiving stimulant treatment and presenting ADHD residual symptoms were randomized either to a CCT (n = 29) or to a controlled nonactive condition (n = 24) for four sessions/week during 12 weeks. The main outcome measure was inattentive symptoms assessed using the Swanson, Nolan, and Pelham-IV (SNAP-IV) Scale. Secondary outcomes include, among others, hyperactive/impulsive symptoms and cognitive tests. Results: There were neither significant group differences on ADHD-inattentive symptoms after the intervention nor on both ADHD-hyperactivity/impulsivity symptoms and cognitive measures. Conclusion: Our study does not provide evidence for the benefits of cognitive training over nonactive training on core ADHD symptoms in medicated ADHD children and adolescents.
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Affiliation(s)
| | | | - Flávia Wagner
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - André Simioni
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | - Marcelo Schmitz
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Luis Augusto Paim Rohde
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil.,National Institute of Developmental Psychiatry for Children and Adolescents, São Paulo, Brazil
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Computer-based inhibitory control training in children with Attention-Deficit/Hyperactivity Disorder (ADHD): Evidence for behavioral and neural impact. PLoS One 2020; 15:e0241352. [PMID: 33253237 PMCID: PMC7703966 DOI: 10.1371/journal.pone.0241352] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 10/14/2020] [Indexed: 12/21/2022] Open
Abstract
Attention-deficit hyperactivity disorder (ADHD) is the most commonly diagnosed psychological disorder of childhood. Medication and cognitive behavioral therapy are effective treatments for many children; however, adherence to medication and therapy regimens is low. Thus, identifying effective adjunct treatments is imperative. Previous studies exploring computerized training programs as supplementary treatments have targeted working memory or attention. However, many lines of research suggest inhibitory control (IC) plays a central role in ADHD pathophysiology, which makes IC a potential intervention target. In this randomized control trial (NCT03363568), we target IC using a modified stop-signal task (SST) training designed by NeuroScouting, LLC in 40 children with ADHD, aged 8 to 11 years. Children were randomly assigned to adaptive treatment (n = 20) or non-adaptive control (n = 20) with identical stimuli and task goals. Children trained at home for at least 5 days a week (about 15m/day) for 4-weeks. Relative to the control group, the treatment group showed decreased relative theta power in resting EEG and trending improvements in parent ratings of attention (i.e. decreases in inattentive behaviors). Both groups showed improved SST performance. There was not evidence for treatment effects on hyperactivity or teacher ratings of symptoms. Results suggest training IC alone has potential to positively impact symptoms of ADHD and provide evidence for neural underpinnings of this impact (change in theta power; change in N200 latency). This shows promising initial results for the use of computerized training of IC in children with ADHD as a potential adjunct treatment option for children with ADHD.
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van der Donk MLA, Hiemstra-Beernink AC, Tjeenk-Kalff AC, van der Leij A, Lindauer RJL. Predictors and Moderators of Treatment Outcome in Cognitive Training for Children With ADHD. J Atten Disord 2020; 24:1914-1927. [PMID: 26951059 DOI: 10.1177/1087054716632876] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Objective: To explore whether clinical variables and initial cognitive abilities predict or moderate (far) transfer treatment outcomes of cognitive training. Method: A total of 98 children (aged 8-12 years) with ADHD were randomly assigned to Cogmed Working Memory Training or a new cognitive training called "Paying Attention in Class." Outcome measures included neurocognitive assessment, parent and teacher rated questionnaires of executive functioning behavior and academic performance. Predictor/moderator variables included use of medication, comorbidity, subtype of ADHD, and initial verbal and visual working memory skills. Results: Parent and teacher ratings of executive functioning behavior were predicted and moderated by subtype of ADHD. Word reading accuracy was predicted by subtype of ADHD and comorbidity. Use of medication and initial verbal and visual spatial working memory skills only predicted and moderated near transfer measures. Conclusion: Cognitive training can be beneficial for certain subgroups of children with ADHD; individual differences should be taken into account in future trials.
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Affiliation(s)
- Marthe L A van der Donk
- Department of Child and Adolescent Psychiatry, Academic Medical Center, University of Amsterdam, The Netherlands.,De Bascule: Academic Center for Child and Adolescent Psychiatry, Duivendrecht, The Netherlands
| | | | - Ariane C Tjeenk-Kalff
- De Bascule: Academic Center for Child and Adolescent Psychiatry, Duivendrecht, The Netherlands
| | - Aryan van der Leij
- Research Institute of Child Development and Education, University of Amsterdam, Amsterdam, The Netherlands
| | - Ramón J L Lindauer
- Department of Child and Adolescent Psychiatry, Academic Medical Center, University of Amsterdam, The Netherlands.,De Bascule: Academic Center for Child and Adolescent Psychiatry, Duivendrecht, The Netherlands
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Attention Networks in ADHD Adults after Working Memory Training with a Dual n-Back Task. Brain Sci 2020; 10:brainsci10100715. [PMID: 33050115 PMCID: PMC7600375 DOI: 10.3390/brainsci10100715] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 09/21/2020] [Accepted: 10/05/2020] [Indexed: 01/08/2023] Open
Abstract
Patients affected by Attention-Deficit/Hyperactivity Disorder (ADHD) are characterized by impaired executive functioning and/or attention deficits. Our study aim is to determine whether the outcomes measured by the Attention Network Task (ANT), i.e., the reaction times (RTs) to specific target and cue conditions and alerting, orienting, and conflict (or executive control) effects are affected by cognitive training with a Dual n-back task. We considered three groups of young adult participants: ADHD patients without medication (ADHD), ADHD with medication (MADHD), and age/education-matched controls. Working memory training consisted of a daily practice of 20 blocks of Dual n-back task (approximately 30 min per day) for 20 days within one month. Participants of each group were randomly assigned into two subgroups, the first one with an adaptive mode of difficulty (adaptive training), while the second was blocked at the level 1 during the whole training phase (1-back task, baseline training). Alerting and orienting effects were not modified by working memory training. The dimensional analysis showed that after baseline training, the lesser the severity of the hyperactive-impulsive symptoms, the larger the improvement of reaction times on trials with high executive control/conflict demand (i.e., what is called Conflict Effect), irrespective of the participants’ group. In the categorical analysis, we observed the improvement in such Conflict Effect after the adaptive training in adult ADHD patients irrespective of their medication, but not in controls. The ex-Gaussian analysis of RT and RT variability showed that the improvement in the Conflict Effect correlated with a decrease in the proportion of extreme slow responses. The Dual n-back task in the adaptive mode offers as a promising candidate for a cognitive remediation of adult ADHD patients without pharmaceutical medication.
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Ko EJ, Sung IY, Yuk JS, Jang DH, Yun G. A tablet computer-based cognitive training program for young children with cognitive impairment: A randomized controlled trial. Medicine (Baltimore) 2020; 99:e19549. [PMID: 32195962 PMCID: PMC7220433 DOI: 10.1097/md.0000000000019549] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Evidences suggest that cognitive training facilitates cognitive function, and most studies have targeted adults and children older than 4 years of age. This study investigated the applicability and efficacy of a tablet computer-based cognitive training program for young children with cognitive impairment of cognitive age between 18 and 36 months. METHODS Thirty-eight children were randomly assigned to the intervention (n = 20, administered a tablet computer-based cognitive training program, for 30 minutes per session and twice a week over a period of 12 weeks) and control (n = 18, received the traditional rehabilitation program) groups. Mental scale of Bayley Scales of Infant Development II (BSID II), Pediatric Evaluation of Disability Inventory (PEDI), interest/persistence domain of the Laboratory Temperament Assessment Battery (LAP-TAB), Early Childhood Behavior Questionnaire (ECBQ), and Goal Attainment Scale (GAS) were evaluated before and after 12 weeks of therapeutic intervention. RESULTS The tablet computer-based cognitive training program was applicable to all children in the intervention group without any problems including irritable behavior or obsession about a tablet computer. After 12 weeks, Mental scale of BSID II, PEDI (social function), LAB-TAB (observation), LAB-TAB (manipulation), and GAS showed statistically significant improvements in the intervention group, compared with the values in the control group (P < .05). After adjusting for the pre-treatment measurements and cognitive age, the tablet computer-based cognitive training program had significant effect on the post-treatment measurements of Mental scale of BSID II, PEDI (social function), LAB-TAB (observation), LAB-TAB (manipulation), and GAS (P < .05). There was no association between the change in the scores and the severity of cognitive delay in the most of the measurements, however, the self-care domain of PEDI showed a negative association with the severity of the cognitive delay (r = -0.462, P = .04). CONCLUSIONS Application of a tablet computer-based cognitive training program was feasible and showed improvements in cognitive function in young children with cognitive impairment of cognitive age between 18 and 36 months, regardless of the severity of the cognitive delay. But severe cognitive delay can be related with less improvement in the self-care domain of PEDI. TRIAL REGISTRATION NUMBER https://cris.nih.go.kr (KCT0002889).
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Affiliation(s)
- Eun Jae Ko
- Department of Physical Medicine and Rehabilitation, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan
| | - In Young Sung
- Department of Rehabilitation Medicine, Asan Medical Center, University of Ulsan College of Medicine
| | - Jin Sook Yuk
- Department of Rehabilitation Medicine, Asan Medical Center, Seoul
| | - Dae-Hyun Jang
- Department of Rehabilitation, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Incheon
| | - Gijeong Yun
- Department of Rehabilitation Medicine, Gamcheon Champyonhan Geriatric Hospital, Pusan, Republic of Korea
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Early Attentional Modulation by Working Memory Training in Young Adult ADHD Patients during a Risky Decision-Making Task. Brain Sci 2020; 10:brainsci10010038. [PMID: 31936483 PMCID: PMC7017173 DOI: 10.3390/brainsci10010038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/17/2019] [Accepted: 01/03/2020] [Indexed: 12/23/2022] Open
Abstract
Background: Working memory (WM) deficits and impaired decision making are among the characteristic symptoms of patients affected by attention deficit/hyperactivity disorder (ADHD). The inattention associated with the disorder is likely to be due to functional deficits of the neural networks inhibiting irrelevant sensory input. In the presence of unnecessary information, a good decisional process is impaired and ADHD patients tend to take risky decisions. This study is aimed to test the hypothesis that the level of difficulty of a WM training (WMT) is affecting the top-down modulation of the attentional processes in a probabilistic gambling task. Methods: Event-related potentials (ERP) triggered by the choice of the amount wagered in the gambling task were recorded, before and after WMT with a the dual n-back task, in young ADHD adults and matched controls. For each group of participants, randomly assigned individuals were requested to perform WMT with a fixed baseline level of difficulty. The remaining participants were trained with a performance-dependent adaptive n-level of difficulty. Results: We compared the ERP recordings before and after 20 days of WMT in each subgroup. The analysis was focused on the time windows with at least three recording sites showing differences before and after training, after Bonferroni correction ( p < 0.05 ). In ADHD, the P1 wave component was selectively affected at frontal sites and its shape was recovered close to controls' only after adaptive training. In controls, the strongest contrast was observed at parietal level with a left hemispheric dominance at latencies near 900 ms, more after baseline than after adaptive training. Conclusion: Partial restoration of early selective attentional processes in ADHD patients might occur after WMT with a high cognitive load. Modified frontal sites' activities might constitute a neural marker of this effect in a gambling task. In controls, conversely, an increase in late parietal negativity might rather be a marker of an increase in transfer effects to fluid intelligence.
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Sung IY, Jeon JY, Yun KJ, Yuk JS, Byun EM, Yoo HW, Ko TS, Kim HW, Jang DH. Development of tablet personal computer-based cognitive training programs for children with developmental disabilities whose cognitive age is less than 4 years. Medicine (Baltimore) 2020; 99:e18674. [PMID: 31914058 PMCID: PMC6959963 DOI: 10.1097/md.0000000000018674] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
This study was to develop tablet personal computer-based cognitive training programs for children with developmental disabilities whose cognitive age is less than 4 years. Twelve cognitive training programs (named Injini) were designed comprising cognitive domains that included attention, visual and auditory perception, memory, executive function, language, and reasoning. In addition, programs related to learning experiences, such as self-regulation, role play, learning of number, and letter/shape concepts, comparison, classification, and pattern matching, were included. Six of 12 programs comprised approximately 10 levels for each program, with different difficulty levels. Other programs consisted of universal tasks that did not have a difficulty level. To ensure that the difficulty level was appropriate, we pre-tested the pilot version of Injini among 80 children with typical development aged 18 to 41 months. After modifying the pilot version, we developed the final version and tested it among 80 children with cognitive impairment whose cognitive age was 18 to 41 months. All children were assessed using the Bayley Scales of Infant and Toddler Development to determine their development and cognitive age. The difficulty level analyses in children with typical development revealed several inappropriate results wherein the success rate did not decrease with increase in level in some programs. After adjusting the difficulty level, the analyses in children with cognitive impairment demonstrated that the success rate gradually decreased with increasing level in all programs. Cognitive training programs for children with developmental disabilities were successfully developed.
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Affiliation(s)
| | | | | | | | | | - Han-Wook Yoo
- Department of Pediatrics
- Medical Genetics Clinic and Laboratory
| | | | - Hyo-Won Kim
- Department of Psychiatry, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine
| | - Dae-Hyun Jang
- Department of Rehabilitation Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Coleman B, Marion S, Rizzo A, Turnbull J, Nolty A. Virtual Reality Assessment of Classroom - Related Attention: An Ecologically Relevant Approach to Evaluating the Effectiveness of Working Memory Training. Front Psychol 2019; 10:1851. [PMID: 31481911 PMCID: PMC6711453 DOI: 10.3389/fpsyg.2019.01851] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Accepted: 07/29/2019] [Indexed: 12/12/2022] Open
Abstract
Computerized cognitive interventions to improve working memory also purport to improve ADHD-related inattention and off task behavior. Such interventions have been shown to improve working memory, executive functioning, and fluid reasoning on standardized neuropsychological measures. However, debate continues as to whether such programs lead to improvement on ecologically relevant outcomes, such as classroom behavior. This study sought to propose a novel, ecologically relevant approach to evaluate the effectiveness of working memory training on real-world attention performance. Participants included 15 children, aged 6-15, identified as having attention problems were assessed via the virtual classroom continuous performance task (VCCPT) before and after completing 5 weeks of Cogmed working memory training. The VCCPT is a validated measure of sustained and selective attention set within a virtual reality (VR) environment. Several key areas of attention performance were observed to improve, including omission errors, reaction time, reaction time variability, and hit variability. Results suggest that working memory training led to substantial improvements in sustained attention in a real-life scenario of classroom learning. Moreover, the use of psychometrically validated VR measurement provides incremental validity beyond that of teacher or parent report of behavior. Observing such improvements on ecologically relevant measures of attention adds to the discussion around how to evaluate the effectiveness of working memory training as it pertains to real-life improvements and serves to inform consumer awareness of such products and their claims.
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Affiliation(s)
- Benjamin Coleman
- College of Extended Learning, Point Loma Nazarene University, San Diego, CA, United States
| | - Sarah Marion
- Northwest Nazarene University, Nampa, ID, United States
| | - Albert Rizzo
- Institute of Creative Technologies, University of Southern California, Los Angeles, CA, United States
| | - Janiece Turnbull
- Fuller Graduate School of Psychology, Pasadena, CA, United States
| | - Anne Nolty
- Fuller Graduate School of Psychology, Pasadena, CA, United States
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Minder F, Zuberer A, Brandeis D, Drechsler R. Specific Effects of Individualized Cognitive Training in Children with Attention-Deficit/Hyperactivity Disorder (ADHD): The Role of Pre-Training Cognitive Impairment and Individual Training Performance. Dev Neurorehabil 2019; 22:400-414. [PMID: 31021250 DOI: 10.1080/17518423.2019.1600064] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Objective: We investigated the impact of the pre-training neuropsychological (NP) impairment and of the training progress on the NP and behavioural outcome after computerized cognitive training (CogT) in children with ADHD. Method: Thirty-one participants underwent individualized CogT (focussing on one or two cognitive domains: working memory, inhibition, attention) over 12 weeks. NP tests and behaviour ratings served as outcome measures. Results: After CogT, significant improvements emerged according to parents' ratings, but only on very few NP test measures. Children with milder/no pre-training NP impairment showed larger improvements on behavioural ratings than more impaired children. A steeper training performance slope was related to better behavioural outcomes. Conclusion: We find partial support for specific effects of CogT, but the assumption that an individually tailored selection of training tasks would be particularly beneficial for children with ADHD with NP deficits was not confirmed. Trial registration number: NCT02358941.
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Affiliation(s)
- Franziska Minder
- a Department of Child and Adolescent Psychiatry and Psychotherapy , University Hospital of Psychiatry, University of Zurich , Zurich , Switzerland
| | - Agnieszka Zuberer
- a Department of Child and Adolescent Psychiatry and Psychotherapy , University Hospital of Psychiatry, University of Zurich , Zurich , Switzerland
| | - Daniel Brandeis
- a Department of Child and Adolescent Psychiatry and Psychotherapy , University Hospital of Psychiatry, University of Zurich , Zurich , Switzerland.,b Neuroscience Center Zurich , University of Zurich and ETH Zurich , Zurich , Switzerland.,c Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health , Medical Faculty Mannheim/Heidelberg University , Mannheim , Germany.,d Center for Integrative Human Physiology , University of Zurich , Zurich , Switzerland
| | - Renate Drechsler
- a Department of Child and Adolescent Psychiatry and Psychotherapy , University Hospital of Psychiatry, University of Zurich , Zurich , Switzerland
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Abstract
PURPOSE OF REVIEW Current traditional treatments for ADHD present serious limitations in terms of long-term maintenance of symptom remission and side effects. Here, we provide an overview of the rationale and scientific evidence of the efficacy of neurofeedback in regulating the brain functions in ADHD. We also review the institutional and professional regulation of clinical neurofeedback implementations. RECENT FINDINGS Based on meta-analyses and (large multicenter) randomized controlled trials, three standard neurofeedback training protocols, namely theta/beta (TBR), sensori-motor rhythm (SMR), and slow cortical potential (SCP), turn out to be efficacious and specific. However, the practical implementation of neurofeedback as a clinical treatment is currently not regulated. We conclude that neurofeedback based on standard protocols in ADHD should be considered as a viable treatment alternative and suggest that further research is needed to understand how specific neurofeedback protocols work. Eventually, we emphasize the need for standard neurofeedback training for practitioners and binding standards for use in clinical practice.
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Affiliation(s)
- Stefanie Enriquez-Geppert
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands.
- Department of Biomedical Sciences of Cells & Systems, Section of Cognitive Neuropsychiatry, University of Groningen, Groningen, The Netherlands.
| | - Diede Smit
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - Miguel Garcia Pimenta
- Department of Clinical and Developmental Neuropsychology, Faculty of Behavioural and Social Sciences, University of Groningen, Grote Kruisstraat 2/1, 9712 TS, Groningen, The Netherlands
| | - Martijn Arns
- Department of Experimental Psychology, Utrecht University, Utrecht, The Netherlands
- neuroCare Group, Munich, Germany
- Research Institute Brainclinics, Nijmegen, The Netherlands
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Abstract
OBJECTIVE Motor vehicle collisions are the leading cause of death among teenagers, accounting for approximately 1 in 3 deaths for this age group. A number of factors increase crash risk for teen drivers, including vulnerability to distraction, poor judgment, propensity to engage in risky driving behaviors, and inexperience. These factors may be of particular concern and exacerbated among teens learning to drive with attention deficits. To our knowledge, our study is among the first to systematically investigate the experiences of novice adolescent drivers with attention deficits during the learner period of a Graduated Drivers Licensing program. METHOD Survey and on-road driving assessment (ODA) data were used to examine parent and teen confidence in the teens' driving ability, driving practice frequency, diversity of driving practice environments, and driving errors among teens with attention deficits as defined by attention-deficit/hyperactivity disorder (ADHD) diagnosis or parent-reported trouble staying focused (TSF). RESULTS When teens' driving skill was evaluated at the conclusion of the learner period, teens with ADHD exhibited more driving errors than their typically developing (TD) counterparts (p = 0.034). Teens with TSF were more likely to have their ODA terminated (p = 0.019), had marginally lower overall driving scores (p = 0.098), and exhibited more critical driving errors (p = 0.01) compared with TD teens. CONCLUSION These findings may have implications on the learning-to-drive period for adolescents with attention deficits. Adjustments may need to be made to the learner period for teens with attention deficits to account for attention impairments and to better instill safe driving behavior.
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Slobodin O, Cassuto H, Berger I. Age-Related Changes in Distractibility: Developmental Trajectory of Sustained Attention in ADHD. J Atten Disord 2018; 22:1333-1343. [PMID: 25791438 DOI: 10.1177/1087054715575066] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE This study investigated age-related changes in sustained attention in children with ADHD and in their typically developed peers. METHOD The study used a Continuous Performance Test (CPT) that includes visual and auditory stimuli serving as distractors. The rate of omission errors was used as a measurement of difficulty in sustained attention. Participants were children and adolescents aged 7 to 18 years (478 with ADHD and 361 without ADHD). RESULTS Both groups of adolescents (with and without ADHD) showed reduced distractibility than younger children from the same group. However, distractibility tended to diminish in non-ADHD adolescents, but not in adolescents with ADHD. CONCLUSION Although part of the difficulties in ADHD could be explained by developmental delay that improves with time, other deficits, such as increased distractibility causing more omission errors, do not show a clear developmental trajectory. The results suggest that deficits in inhibitory control might be the core of ADHD.
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Affiliation(s)
- Ortal Slobodin
- 1 Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - Itai Berger
- 1 Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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Pickens TA, Khan SP, Berlau DJ. White noise as a possible therapeutic option for children with ADHD. Complement Ther Med 2018; 42:151-155. [PMID: 30670235 DOI: 10.1016/j.ctim.2018.11.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 11/08/2018] [Accepted: 11/08/2018] [Indexed: 01/05/2023] Open
Abstract
Attention deficit/hyperactivity disorder (ADHD) is a condition that affects many children and adults throughout the world. ADHD symptoms have been associated with changes in catecholamine release. Current therapies for ADHD have a variety of limitations that invite additional therapeutic options. White noise therapy has previously been utilized to improve sleep and aspects of cognition in a variety of patient populations. Through a proposed phenomenon called stochastic resonance, white noise may have the ability to improve symptoms in children with ADHD. Empirically, white noise therapy has been able to improve certain tasks affected by ADHD symptoms, including speech recognition and reading and writing speed. Not all tasks affected by ADHD are improved, however, and significant logistical challenges remain before this therapy could be realistically implemented. In this review, there appears to be evidence that white noise therapy could be beneficial for patients with ADHD, and therefore further research is encouraged to establish parameters for maximum therapeutic benefit.
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Affiliation(s)
- Thomas A Pickens
- Regis University School of Pharmacy, 3333 Regis Blvd H-28, Denver, CO, 80221, United States
| | - Sara P Khan
- Regis University School of Pharmacy, 3333 Regis Blvd H-28, Denver, CO, 80221, United States
| | - Daniel J Berlau
- Regis University School of Pharmacy, 3333 Regis Blvd H-28, Denver, CO, 80221, United States.
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Feldman ME, Charach A, Bélanger SA. Le TDAH chez les enfants et les adolescents, partie 2 : le traitement. Paediatr Child Health 2018; 23:473-484. [PMCID: PMC6199638 DOI: 10.1093/pch/pxy114] [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: 10/28/2023] Open
Abstract
Le trouble de déficit de l’attention/hyperactivité (TDAH) est un trouble neurodéveloppemental chronique. La Société canadienne de pédiatrie a préparé trois documents de principes après avoir effectué des analyses bibliographiques systématiques. Leurs objectifs s’établissent comme suit : 1) Résumer les données probantes cliniques à jour sur le TDAH. 2) Établir une norme pour les soins du TDAH. 3) Aider les cliniciens canadiens à prendre des décisions éclairées et fondées sur des données probantes pour rehausser la qualité des soins aux enfants et aux adolescents qui présentent cette affection. La partie 2, axée sur le traitement, porte sur les données probantes et le contexte entourant diverses approches cliniques, la combinaison des interventions comportementales et pharmacologiques pour assurer un traitement plus efficace, le rôle de la formation des parents et des enseignants (ou des autres personnes qui s’occupent de l’enfant), le recours aux stimulants et aux non-stimulants, leurs effets et leurs risques, leur posologie et les protocoles de surveillance. Les recommandations thérapeutiques reposent sur les lignes directrices à jour, les données probantes tirées de publications scientifiques et le consensus d’experts.
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Affiliation(s)
- Mark E Feldman
- Société canadienne de pédiatrie, comité de la santé mentale et des troubles du développement, Ottawa (Ontario)
| | - Alice Charach
- Société canadienne de pédiatrie, comité de la santé mentale et des troubles du développement, Ottawa (Ontario)
| | - Stacey A Bélanger
- Société canadienne de pédiatrie, comité de la santé mentale et des troubles du développement, Ottawa (Ontario)
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Feldman ME, Charach A, Bélanger SA. ADHD in children and youth: Part 2-Treatment. Paediatr Child Health 2018; 23:462-472. [PMID: 30681665 DOI: 10.1093/pch/pxy113] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Attention-deficit hyperactivity disorder (ADHD) is a chronic neurodevelopmental disorder. Three position statements have been developed by the Canadian Paediatric Society, following systematic literature reviews. Statement objectives are to: 1) Summarize the current clinical evidence regarding ADHD,2) Establish a standard for ADHD care, and3) Assist Canadian clinicians in making well-informed, evidence-based decisions to enhance care of children and youth with this condition. Specific topics reviewed in Part 2, which focuses on treatment, include: evidence and context for a range of clinical approaches, combining behavioural and pharmacological interventions to address impairment more effectively, the role of parent and teacher (or other caregiver) training, the use of stimulant and nonstimulant medications, with effects and risks, and dosing and monitoring protocols. Treatment recommendations are based on current guidelines, evidence from the literature, and expert consensus.
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Affiliation(s)
- Mark E Feldman
- Canadian Paediatric Society, Mental Health and Developmental Disabilities Committee, Ottawa, Ontario
| | - Alice Charach
- Canadian Paediatric Society, Mental Health and Developmental Disabilities Committee, Ottawa, Ontario
| | - Stacey A Bélanger
- Canadian Paediatric Society, Mental Health and Developmental Disabilities Committee, Ottawa, Ontario
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Tullo D, Guy J, Faubert J, Bertone A. Training with a three-dimensional multiple object-tracking (3D-MOT) paradigm improves attention in students with a neurodevelopmental condition: a randomized controlled trial. Dev Sci 2018; 21:e12670. [DOI: 10.1111/desc.12670] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2016] [Accepted: 03/06/2018] [Indexed: 01/03/2023]
Affiliation(s)
- Domenico Tullo
- Educational and Counselling Psychology; McGill University; Montréal Canada
| | - Jacalyn Guy
- Educational and Counselling Psychology; McGill University; Montréal Canada
- Department of Experimental Psychology; University of Oxford; Oxford UK
| | | | - Armando Bertone
- Educational and Counselling Psychology; McGill University; Montréal Canada
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Mixed-Effects Modeling of Neurofeedback Self-Regulation Performance: Moderators for Learning in Children with ADHD. Neural Plast 2018; 2018:2464310. [PMID: 29765401 PMCID: PMC5885491 DOI: 10.1155/2018/2464310] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 10/21/2017] [Accepted: 11/28/2017] [Indexed: 12/01/2022] Open
Abstract
Introduction Neurofeedback (NF) has gained increasing popularity as a training method for children and adults with attention deficit hyperactivity disorder (ADHD). However, it is unclear to what extent children learn to regulate their brain activity and in what way NF learning may be affected by subject- and treatment-related factors. Methods In total, 48 subjects with ADHD (age 8.5–16.5 years; 16 subjects on methylphenidate (MPH)) underwent 15 double training sessions of NF in either a clinical or a school setting. Four mixed-effects models were employed to analyze learning: training within-sessions, across-sessions, with continuous feedback, and with transfer in which performance feedback is delayed. Results Age and MPH affected the NF performance in all models. Cross-session learning in the feedback condition was mainly moderated by age and MPH, whereas NF learning in the transfer condition was mainly boosted by MPH. Apart from IQ and task types, other subject-related or treatment-related effects were unrelated to NF learning. Conclusion This first study analyzing moderators of NF learning in ADHD with a mixed-effects modeling approach shows that NF performance is moderated differentially by effects of age and MPH depending on the training task and time window. Future studies may benefit from using this approach to analyze NF learning and NF specificity. The trial name Neurofeedback and Computerized Cognitive Training in Different Settings for Children and Adolescents With ADHD is registered with NCT02358941.
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Computerized Progressive Attention Training (CPAT) vs. Active Control in Adults with ADHD. JOURNAL OF COGNITIVE ENHANCEMENT 2017. [DOI: 10.1007/s41465-017-0056-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Johnstone SJ, Roodenrys SJ, Johnson K, Bonfield R, Bennett SJ. Game-based combined cognitive and neurofeedback training using Focus Pocus reduces symptom severity in children with diagnosed AD/HD and subclinical AD/HD. Int J Psychophysiol 2017; 116:32-44. [PMID: 28257875 DOI: 10.1016/j.ijpsycho.2017.02.015] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Revised: 02/21/2017] [Accepted: 02/24/2017] [Indexed: 01/07/2023]
Abstract
Previous studies report reductions in symptom severity after combined working memory (WM) and inhibitory control (IC) training in children with AD/HD. Based on theoretical accounts of the role of arousal/attention modulation problems in AD/HD, the current study examined the efficacy of combined WM, IC, and neurofeedback training in children with AD/HD and subclinical AD/HD. Using a randomized waitlist control design, 85 children were randomly allocated to a training or waitlist condition and completed pre- and post-training assessments of overt behavior, trained and untrained cognitive task performance, and resting and task-related EEG activity. The training group completed twenty-five sessions of training using Focus Pocus software at home over a 7 to 8-week period. Trainees improved at the trained tasks, while enjoyment and engagement declined across sessions. After training, AD/HD symptom severity was reduced in the AD/HD and subclinical groups according to parents, and in the former group only according to blinded teachers and significant-others. There were minor improvements in two of six near-transfer tasks, and evidence of far-transfer of training effects in four of five far-transfer tasks. Frontal region changes indicated normalization of atypical EEG features with reduced delta and increased alpha activity. It is concluded that technology developments provide an interesting a vehicle for delivering interventions and that, while further research is needed, combined WM, IC, and neurofeedback training can reduce AD/HD symptom severity in children with AD/HD and may also be beneficial to children with subclinical AD/HD.
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Affiliation(s)
- Stuart J Johnstone
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia; Early Start Research Institute, University of Wollongong, Wollongong, NSW, Australia.
| | - Steven J Roodenrys
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia; Early Start Research Institute, University of Wollongong, Wollongong, NSW, Australia.
| | - Kirsten Johnson
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia.
| | - Rebecca Bonfield
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia.
| | - Susan J Bennett
- School of Psychology, University of Wollongong, Wollongong, NSW, Australia; Early Start Research Institute, University of Wollongong, Wollongong, NSW, Australia.
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How to Train an Injured Brain? A Pilot Feasibility Study of Home-Based Computerized Cognitive Training. Games Health J 2017; 6:28-38. [DOI: 10.1089/g4h.2016.0043] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Sitaram R, Ros T, Stoeckel L, Haller S, Scharnowski F, Lewis-Peacock J, Weiskopf N, Blefari ML, Rana M, Oblak E, Birbaumer N, Sulzer J. Closed-loop brain training: the science of neurofeedback. Nat Rev Neurosci 2016; 18:86-100. [PMID: 28003656 DOI: 10.1038/nrn.2016.164] [Citation(s) in RCA: 527] [Impact Index Per Article: 65.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Satapathy S, Choudhary V, Sharma R, Sagar R. Nonpharmacological Interventions for Children with Attention Deficit Hyperactivity Disorder in India: A Comprehensive and Comparative Research Update. Indian J Psychol Med 2016; 38:376-385. [PMID: 27833218 PMCID: PMC5052948 DOI: 10.4103/0253-7176.191382] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The nonpharmacological treatments for children with attention deficit hyperactivity disorder (ADHD) have witnessed a sea change from a rudimentary and haphazard psychosocial to cognitive interventions to social and behavioral skills to body oriented interventions to more sophisticated neurocognitive interventions. As the objective of each treatment varied, the method or procedure of each treatment also differed across studies. Indian research although not very rigorous, did witness changes emphasizing on exploring interventions in reducing symptoms and improving overall behavior. The research literature between 2005 and 2015 was searched using PubMed, Google Scholar, IndMED, MedIND, ResearchGate, and other indexed databases. Results of 110 studies were organized into five broad categories of themes of interventions such as psychosocial, body-focused, cognitive/neuro-cognitive, and cognitive behavioral. Effects of ADHD on cognitive, academic, and behavioral outcomes were also highlighted before the themes of intervention to establish linkage with discussion. However, a limited number (n = 9) of reported Indian studies focusing either on the impact of ADHD on the function of children or on interventions were found, suggesting a huge gap between global and Indian research in the area of children with ADHD. It also highlights the need for development and efficacy testing of indigenous intervention program in different areas of intervention for research and clinical practice.
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Affiliation(s)
- Sujata Satapathy
- Department of Psychiatry, All Institute of Medical Sciences, New Delhi, India
| | - Vandana Choudhary
- Department of Psychiatry, All Institute of Medical Sciences, New Delhi, India
| | - Renu Sharma
- Department of Psychiatry, All Institute of Medical Sciences, New Delhi, India
| | - Rajesh Sagar
- Department of Psychiatry, All Institute of Medical Sciences, New Delhi, India
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Benyakorn S, Riley SJ, Calub CA, Schweitzer JB. Current State and Model for Development of Technology-Based Care for Attention Deficit Hyperactivity Disorder. Telemed J E Health 2016; 22:761-8. [PMID: 26985703 PMCID: PMC5031121 DOI: 10.1089/tmj.2015.0169] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 12/20/2015] [Accepted: 12/21/2015] [Indexed: 01/07/2023] Open
Abstract
INTRODUCTION Care (i.e., evaluation and intervention) delivered through technology is used in many areas of mental health services, including for persons with attention deficit hyperactivity disorder (ADHD). Technology can facilitate care for individuals with ADHD, their parents, and their care providers. The adoption of technological tools for ADHD care requires evidence-based studies to support the transition from development to integration into use in the home, school, or work for persons with the disorder. The initial phase, which is development of technological tools, has begun in earnest; however, the evidence base for many of these tools is lacking. In some instances, the uptake of a piece of technology into home use or clinical practice may be further along than the research to support its use. METHODS In this study, we review the current evidence regarding technology for ADHD and also propose a model to evaluate the support for other tools that have yet to be tested. RESULTS We propose using the Research Domain Criteria as a framework for evaluating the tools' relationships to dimensions related to ADHD. CONCLUSION This article concludes with recommendations for testing new tools that may have promise in improving the evaluation or treatment of persons with ADHD.
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Affiliation(s)
- Songpoom Benyakorn
- Department of Psychiatry, Faculty of Medicine, Srinakharinwirot University, Ongkharak, Nakhonnayok, Thailand
- Department of Psychiatry, University of California, Davis, Sacramento, California
- MIND Institute, University of California, Davis, Sacramento, California
| | - Steven J. Riley
- Department of Psychiatry, University of California, Davis, Sacramento, California
- MIND Institute, University of California, Davis, Sacramento, California
| | - Catrina A. Calub
- Department of Psychiatry, University of California, Davis, Sacramento, California
- MIND Institute, University of California, Davis, Sacramento, California
| | - Julie B. Schweitzer
- Department of Psychiatry, University of California, Davis, Sacramento, California
- MIND Institute, University of California, Davis, Sacramento, California
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Diagnosis and Treatment of Attention Deficit Hyperactivity Disorder During Adolescence in the Primary Care Setting: A Concise Review. J Adolesc Health 2016; 59:135-43. [PMID: 27209327 PMCID: PMC5576000 DOI: 10.1016/j.jadohealth.2016.03.025] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 03/20/2016] [Accepted: 03/21/2016] [Indexed: 12/17/2022]
Abstract
Attention deficit hyperactivity disorder (ADHD) is a chronic neurodevelopmental disorder with a worldwide prevalence of about 5% in school-age children. This review is intended to assist primary care providers (PCPs) in diagnosing and treating ADHD in adolescents. PubMed, PsychInfo, and Science Citation Index databases were searched from March 1990 to 2015 with the keywords: ADHD, primary care/pediatrics, and children/adolescents. Abstracts addressing diagnosis and/or treatment with 105 citations were identified including supplementary treatment guidelines/books. Adolescent ADHD presents with significant disturbances in attention, academic performance, and family relationships with unique issues associated with this developmental period. Diagnostic challenges include the variable symptom presentation during adolescence, complex differential diagnosis, and limited training and time for PCPs to conduct thorough evaluations. The evidence base for treatments in adolescence in comparison to those in children or adults with ADHD is relatively weak. Providers should be cognizant of prevention, early identification, and treatment of conditions associated with ADHD that emerge during adolescence such as substance use disorders. Adolescent ADHD management for the PCP is complex, requires further research, and perhaps new primary care psychiatric models, to assist in determining the optimal care for patients at this critical period.
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Bul KCM, Kato PM, Van der Oord S, Danckaerts M, Vreeke LJ, Willems A, van Oers HJJ, Van Den Heuvel R, Birnie D, Van Amelsvoort TAMJ, Franken IHA, Maras A. Behavioral Outcome Effects of Serious Gaming as an Adjunct to Treatment for Children With Attention-Deficit/Hyperactivity Disorder: A Randomized Controlled Trial. J Med Internet Res 2016; 18:e26. [PMID: 26883052 PMCID: PMC4773597 DOI: 10.2196/jmir.5173] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 12/17/2015] [Accepted: 01/04/2016] [Indexed: 11/25/2022] Open
Abstract
Background The need for accessible and motivating treatment approaches within mental health has led to the development of an Internet-based serious game intervention (called “Plan-It Commander”) as an adjunct to treatment as usual for children with attention-deficit/hyperactivity disorder (ADHD). Objective The aim was to determine the effects of Plan-It Commander on daily life skills of children with ADHD in a multisite randomized controlled crossover open-label trial. Methods Participants (N=170) in this 20-week trial had a diagnosis of ADHD and ranged in age from 8 to 12 years (male: 80.6%, 137/170; female: 19.4%, 33/170). They were randomized to a serious game intervention group (group 1; n=88) or a treatment-as-usual crossover group (group 2; n=82). Participants randomized to group 1 received a serious game intervention in addition to treatment as usual for the first 10 weeks and then received treatment as usual for the next 10 weeks. Participants randomized to group 2 received treatment as usual for the first 10 weeks and crossed over to the serious game intervention in addition to treatment as usual for the subsequent 10 weeks. Primary (parent report) and secondary (parent, teacher, and child self-report) outcome measures were administered at baseline, 10 weeks, and 10-week follow-up. Results After 10 weeks, participants in group 1 compared to group 2 achieved significantly greater improvements on the primary outcome of time management skills (parent-reported; P=.004) and on secondary outcomes of the social skill of responsibility (parent-reported; P=.04), and working memory (parent-reported; P=.02). Parents and teachers reported that total social skills improved over time within groups, whereas effects on total social skills and teacher-reported planning/organizing skills were nonsignificant between groups. Within group 1, positive effects were maintained or further improved in the last 10 weeks of the study. Participants in group 2, who played the serious game during the second period of the study (weeks 10 to 20), improved on comparable domains of daily life functioning over time. Conclusions Plan-It Commander offers an effective therapeutic approach as an adjunct intervention to traditional therapeutic ADHD approaches that improve functional outcomes in daily life. Trial Registration International Standard Randomized Controlled Trial Number (ISRCTN): 62056259; http://www.controlled-trials.com/ISRCTN62056259 (Archived by WebCite at http://www.webcitation.org/6eNsiTDJV).
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Affiliation(s)
- Kim C M Bul
- Yulius Academy, Yulius Mental Health Care Organization, Barendrecht, Netherlands.
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