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Edwards E, Chu KL, Carroll A. Inhibitory Control Training for Anxiety and Math Achievement in Primary School Children: Protocol for a Proof-of-Concept Study. JMIR Res Protoc 2024; 13:e52929. [PMID: 38477976 DOI: 10.2196/52929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 01/25/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Cognitive control training (CCT) has shown potential to reduce emotional vulnerability in adults and adolescents. However, there is scant literature testing the efficacy of CCT for the reduction of anxiety and transferring the effects to educational outcomes in children. Building on the evidence that a greater ability to suppress a prepotent response (inhibitory control) is associated with higher math achievement in children, it is plausible that training inhibitory processes using a CCT paradigm may be beneficial for reducing anxiety, improving inhibitory control, and in turn increasing math achievement. OBJECTIVE This proof-of-concept study aims to investigate the efficacy of 15 sessions of inhibitory control training for reduction in anxiety and improvement in math achievement in primary school children. METHODS We will use a 2 (group: CCT, adaptive Go/No-Go vs active control, low-load task) multiplied by 4 (time: pre- vs posttraining vs 1-month vs 3-month follow-up) randomized design in a nonselected sample of 100 children aged 8-10 years. Both groups will complete 10 minutes of daily training for 3 weeks at school. The dependent variables will be anxiety and correlates (Spence Children's Anxiety Scale, Penn State Worry Questionnaire for Children, Revised Children's Anxiety and Depression Scale, Child Response Style Questionnaire, and Modified Abbreviated Math Anxiety Scale), inhibitory control (Go/No-Go task), shifting (color-shape shifting task), updating (n-back task), and math achievement (Applied Problems, Calculation, and Math Facts Fluency subtests from the Woodcock-Johnson IV Tests of Achievement). RESULTS We opened enrollment in September 2023. The initial results are expected to be published in late 2024. We predict that children in the CCT group will show a reduction in emotional symptoms; improvements in inhibition, shifting, and updating performance; and advances in math achievement from pre- to posttraining, and that these effects will be maintained at 1- and 3-month follow-ups, compared to children in the active control group. CONCLUSIONS The CCT paradigm used in our study will provide a greater understanding of the emotional and cognitive transfer effects on children and inform future work. Specifically, the findings will advance the knowledge of deploying inhibitory control training with children and provide valuable insights into its use for reducing anxiety and advancing math achievement. TRIAL REGISTRATION Open Science Framework ofs.io/de2qa; https://doi.org/10.17605/OSF.IO/DE2QA. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/52929.
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Iglesias-Sarmiento V, Carriedo N, Rodríguez-Villagra OA, Pérez L. Executive functioning skills and (low) math achievement in primary and secondary school. J Exp Child Psychol 2023; 235:105715. [PMID: 37307647 DOI: 10.1016/j.jecp.2023.105715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 05/12/2023] [Accepted: 05/19/2023] [Indexed: 06/14/2023]
Abstract
Schoolchildren with better executive functioning skills achieve better mathematics results. It is less clear how inhibition, cognitive flexibility, and working memory combine to predict mathematics achievement and difficulty throughout primary and secondary school. This study aimed to find the best combination of executive function measures for predicting mathematical achievement in Grades 2, 6, and 10 and to test whether this combination predicts the probability of having mathematical difficulties across school grades even when fluid intelligence and processing speed were included in the models. A total of 426 students-141 2nd graders (72 girls), 143 6th graders (72 girls), and 142 10th graders (79 girls)-were cross-sectionally assessed with 12 executive tasks, one standardized mathematical task, and a standardized test of intelligence. Bayesian regression analyses found various combinations of executive predictors of mathematical achievement for each school grade spanning Grade 2 to measures of cognitive inhibition (negative priming) and cognitive flexibility (verbal fluency); Grade 6 to measures of inhibition: resistance to distractor interference (receptive attention), cognitive flexibility (local-global), and working memory (counting span); and Grade 10 to measures of inhibition: resistance to distractor interference (receptive attention) and prepotent response inhibition (stop signal) and working memory (reading span). Logistic regression showed that the executive models derived from the Bayesian analyses had a similar ability to classify students with mathematical difficulty and their peers with typical achievement to broader cognitive models that included fluid intelligence and processing speed. Measures of processing speed, cognitive flexibility (local-global), and prepotent response inhibition (stop signal) were the main risk factors in Grades 2, 6, and 10, respectively. Cognitive flexibility (verbal fluency) in Grade 2 and fluid intelligence, which was more stable in all three grades, acted as protective factors against mathematical difficulty. These findings inform practical considerations for establishing preventive and intervention proposals.
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Affiliation(s)
- Valentín Iglesias-Sarmiento
- Department of Evolutionary Psychology and Communication, University of Vigo, Campus Universitario de Ourense, 32004, Vigo, Spain
| | - Nuria Carriedo
- Departamento de Psicología Evolutiva y de la Educación, National Distance Education University (UNED), 28040 Madrid, Spain.
| | - Odir A Rodríguez-Villagra
- Institute for Psychological Research, University of Costa Rica, San José, 11501-2060, Costa Rica; Neuroscience Research Center, University of Costa Rica, San José 11501-2060, Costa Rica
| | - Leire Pérez
- Department of Evolutionary Psychology and Communication, University of Vigo, Campus Universitario de Ourense, 32004, Vigo, Spain
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van Tetering MAJ, Jolles J, van der Elst W, Jolles DD. School Achievement in Early Adolescence Is Associated With Students' Self-Perceived Executive Functions. Front Psychol 2022; 12:734576. [PMID: 35370867 PMCID: PMC8964458 DOI: 10.3389/fpsyg.2021.734576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 12/13/2021] [Indexed: 12/03/2022] Open
Abstract
The primary aim of this study was to investigate the relation between self-perceived executive functions (EFs) and the school achievement of young adolescents (aged 10-12 years), while controlling for parental education and sex. We specifically focused on executive aspects of daily life behavior and the higher-order EFs, as measured with self-report, rather than on the more basic EFs which have been the primary focus of prior investigations. In two independent samples of sixth graders (N > 200 each), students evaluated their EFs on a self-report questionnaire, the Amsterdam Executive Functioning Inventory. School achievement in the domains of mathematics and reading comprehension were evaluated with nationally used, norm-based achievement tests. Results revealed that the self-perceived EFs of young adolescents were significantly correlated with their school achievement in both study samples. School achievement was also correlated with the level of parental education, but the factor sex did not have such influence. In study 1, self-perceived EFs explained additional variance in school achievement, while controlling for parental education and sex. In study 2, this was only the case for the most robust measure of school achievement, i.e., the end-of-primary-school final achievement test. Furthermore, besides the relation with achievement tests, we also found a relation between self-perceived EFs and teacher ratings behavioral problems in the classroom. Together, our findings imply that young students can properly reflect on the effectiveness and appropriateness of their EFs in a way that is relevant to their academic achievement and classroom behavior. The findings underscore the importance of considering the development of EFs and parental education in the evaluation of academic achievements in early adolescence.
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Affiliation(s)
- M. A. J. van Tetering
- Faculty of Social and Behavioural Sciences, Educational Sciences, Institute of Education and Child Studies, Leiden University, Leiden, Netherlands
- Denkkracht, Centre for Neuropsychological Expertise, Nijmegen, Netherlands
| | - J. Jolles
- Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - W. van der Elst
- Statistics and Decision Sciences, Johnson & Johnson, Beerse, Belgium
| | - D. D. Jolles
- Faculty of Social and Behavioural Sciences, Educational Sciences, Institute of Education and Child Studies, Leiden University, Leiden, Netherlands
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Bessette KL, Karstens AJ, Crane NA, Peters AT, Stange JP, Elverman KH, Morimoto SS, Weisenbach SL, Langenecker SA. A Lifespan Model of Interference Resolution and Inhibitory Control: Risk for Depression and Changes with Illness Progression. Neuropsychol Rev 2020; 30:477-498. [PMID: 31942706 PMCID: PMC7363517 DOI: 10.1007/s11065-019-09424-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 12/06/2019] [Indexed: 12/20/2022]
Abstract
The cognitive processes involved in inhibitory control accuracy (IC) and interference resolution speed (IR) or broadly - inhibition - are discussed in this review, and both are described within the context of a lifespan model of mood disorders. Inhibitory control (IC) is a binary outcome (success or no for response selection and inhibition of unwanted responses) for any given event that is influenced to an extent by IR. IR refers to the process of inhibition, which can be manipulated by task design in earlier and later stages through use of distractors and timing, and manipulation of individual differences in response proclivity. We describe the development of these two processes across the lifespan, noting factors that influence this development (e.g., environment, adversity and stress) as well as inherent difficulties in assessing IC/IR prior to adulthood (e.g., cross-informant reports). We use mood disorders as an illustrative example of how this multidimensional construct can be informative to state, trait, vulnerability and neuroprogression of disease. We present aggregated data across numerous studies and methodologies to examine the lifelong development and degradation of this subconstruct of executive function, particularly in mood disorders. We highlight the challenges in identifying and measuring IC/IR in late life, including specificity to complex, comorbid disease processes. Finally, we discuss some potential avenues for treatment and accommodation of these difficulties across the lifespan, including newer treatments using cognitive remediation training and neuromodulation.
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Affiliation(s)
- Katie L Bessette
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Aimee J Karstens
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Natania A Crane
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Amy T Peters
- Department of Psychiatry, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, 25 Shattuck St, Boston, MA, 02115, USA
| | - Jonathan P Stange
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA
| | - Kathleen H Elverman
- Neuropsychology Center, Aurora St. Luke's Medical Center, Milwaukee, WI, USA
| | - Sarah Shizuko Morimoto
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Sara L Weisenbach
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA
- Mental Health Services, VA Salt Lake City, Salt Lake City, UT, USA
| | - Scott A Langenecker
- Departments of Psychiatry and Psychology, University of Illinois at Chicago, Chicago, IL, USA.
- Department of Psychiatry, University of Utah, 501 Chipeta Way, Salt Lake City, UT, 84108, USA.
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Li J, Zhao Y, Zhou S, Pu Y, He H, Zhao M. Set-shifting ability is specifically linked to high-school science and math achievement in Chinese adolescents. Psych J 2020; 9:327-338. [PMID: 31950650 DOI: 10.1002/pchj.328] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2018] [Revised: 09/14/2019] [Accepted: 10/24/2019] [Indexed: 11/11/2022]
Abstract
Previous meta-analytic studies have revealed that set-shifting ability contributes to achievement in math and reading equally during childhood, but less is known about whether set-shifting ability plays an equally important role in achievement in different school subjects during high-school learning. To fill this research gap, the current study examined the association between set-shifting ability and academic achievement among 10th-grade Chinese adolescents who attended high school (N = 221). Meanwhile, we further explored the possible mechanisms underlying this association by testing the mediating role of math abilities (i.e., arithmetic and algebraic ability). Set-shifting ability was measured through a task-switching task in which participants continuously change task rules based on color and shape sets. Academic achievement was indexed by curriculum-based examination scores. Based on exploratory factor analyses, the achievement scores could be classified into two categories: (a) science and math achievement, including math, physics, chemistry, biology, and geography scores; and (b) humanities achievement, comprising Chinese, English, history, and politics scores. Arithmetic ability and algebraic ability were measured by participants' ability to perform calculations and solve algebraic equations, respectively. Correlation and regression analyses found that set-shifting ability was related to science and math achievement, but not to humanities achievement. Furthermore, the association between set-shifting ability and science and math achievement is partly mediated by algebraic ability. Together, these results suggest that set-shifting ability plays a domain-specific role in achievement. That is, set-shifting ability is specifically linked to science and math achievement in Chinese adolescents, and this specific link may be partly mediated by algebraic ability.
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Affiliation(s)
- Jingguang Li
- College of Education, Dali University, Dali, China
| | - Yajun Zhao
- School of Sociology and Psychology, Southwest Minzu University, Chengdu, China
| | - Shan Zhou
- College of Education, Dali University, Dali, China
| | - Yuling Pu
- College of Education, Dali University, Dali, China
| | - Hongyu He
- College of Education, Dali University, Dali, China
| | - Ming Zhao
- College of Education, Dali University, Dali, China
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Using the Delis–Kaplan Executive Function System Tower Test to Examine ADHD Sensitivity in Children: Expanding Analysis Beyond the Summary Score. JOURNAL OF PEDIATRIC NEUROPSYCHOLOGY 2019. [DOI: 10.1007/s40817-019-00068-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Clark DB, Chung T, Martin CS, Hasler BP, Fitzgerald DH, Luna B, Brown SA, Tapert SF, Brumback T, Cummins K, Pfefferbaum A, Sullivan EV, Pohl KM, Colrain IM, Baker FC, De Bellis MD, Nooner KB, Nagel BJ. Adolescent Executive Dysfunction in Daily Life: Relationships to Risks, Brain Structure and Substance Use. Front Behav Neurosci 2017; 11:223. [PMID: 29180956 PMCID: PMC5694208 DOI: 10.3389/fnbeh.2017.00223] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 10/24/2017] [Indexed: 01/13/2023] Open
Abstract
During adolescence, problems reflecting cognitive, behavioral and affective dysregulation, such as inattention and emotional dyscontrol, have been observed to be associated with substance use disorder (SUD) risks and outcomes. Prior studies have typically been with small samples, and have typically not included comprehensive measurement of executive dysfunction domains. The relationships of executive dysfunction in daily life with performance based testing of cognitive skills and structural brain characteristics, thought to be the basis for executive functioning, have not been definitively determined. The aims of this study were to determine the relationships between executive dysfunction in daily life, measured by the Behavior Rating Inventory of Executive Function (BRIEF), cognitive skills and structural brain characteristics, and SUD risks, including a global SUD risk indicator, sleep quality, and risky alcohol and cannabis use. In addition to bivariate relationships, multivariate models were tested. The subjects (n = 817; ages 12 through 21) were participants in the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) study. The results indicated that executive dysfunction was significantly related to SUD risks, poor sleep quality, risky alcohol use and cannabis use, and was not significantly related to cognitive skills or structural brain characteristics. In multivariate models, the relationship between poor sleep quality and risky substance use was mediated by executive dysfunction. While these cross-sectional relationships need to be further examined in longitudinal analyses, the results suggest that poor sleep quality and executive dysfunction may be viable preventive intervention targets to reduce adolescent substance use.
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Affiliation(s)
- Duncan B Clark
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Tammy Chung
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Christopher S Martin
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Brant P Hasler
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Douglas H Fitzgerald
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Beatriz Luna
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Sandra A Brown
- Department of Psychology and Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Susan F Tapert
- Department of Psychology and Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Ty Brumback
- Department of Psychology and Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Kevin Cummins
- Department of Psychology and Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Adolf Pfefferbaum
- Center for Health Sciences, SRI International, Menlo Park, CA, United States.,Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Palo Alto, CA, United States
| | - Edith V Sullivan
- Department of Psychiatry and Behavioral Sciences, School of Medicine, Stanford University, Palo Alto, CA, United States
| | - Kilian M Pohl
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Ian M Colrain
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | - Fiona C Baker
- Center for Health Sciences, SRI International, Menlo Park, CA, United States
| | | | - Kate B Nooner
- Department of Psychology, University of North Carolina Wilmington, Wilmington, NC, United States
| | - Bonnie J Nagel
- Department of Psychiatry, Oregon Health and Science University, Portland, OR, United States
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Abstract
OBJECTIVE Motor vehicle collisions (MVCs) are one of the leading causes of injury and death for adolescents. Driving is a complex activity that is highly reliant on executive function (EF) to safely navigate through the environment. Little research has examined the efficacy of using self-reported EF measures for assessing adolescent driving risk. This study examined the Behavior Rating Inventory of Executive Function (BRIEF) questionnaire and performance-based EF tasks as potential predictors of problematic driving outcomes in adolescents. METHODS Forty-six adolescent drivers completed the (1) BRIEF, (2) Trail Making Test, (3) Backwards Digit Span, and (4) self-report on 3 problematic driving outcomes: the number of times of having been pulled over by a police officer, the number of tickets issued, and the number of MVCs. RESULTS Greater self-reported difficulty with planning and organization was associated with greater odds of having a MVC, whereas inhibition difficulties were associated with greater odds of receiving a ticket. Greater self-reported difficulty across multiple BRIEF subscales was associated with greater odds of being pulled over. CONCLUSION Overall findings indicated that the BRIEF, an ecological measure of EF, showed significant association with self-reported problematic driving outcomes in adolescents. No relationship was found between performance-based EF measures and self-reported driving outcomes. The BRIEF could offer unique and quick insight into problematic driving behavior and potentially be an indicator of driving risk in adolescent drivers during clinical evaluations.
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