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Measuring and Improving Executive Functioning in the Classroom

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  • Alpert Medical School of Brown University
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Abstract

Executive function (EF) is a collection of self-regulatory control processes that are compromised by poverty and powerfully predict academic outcomes in children. Despite this, there are few evidence-based interventions to improve EF. Given the importance of measurement of EF in the context of the classroom where children learn, we first report results showing the validity and reliability of over 60,000 web-based, classroom administrations of tests of EF that have previously only been widely used in laboratory research. Using these tests, we next show that 800 min of computer-presented cognitive training exercises can improve EF, after controlling for practice effects and developmental effects (working memory: partial η² = .039, response inhibition: partial η² = .132, interference control: partial η² = .072). The abilities to measure and improve EF at low cost and large scale in classrooms can contribute to improved, evidence-based education and potentially help reduce achievement gaps associated with poverty.
ORIGINAL RESEARCH
Measuring and Improving Executive Functioning in the Classroom
Brian C. Kavanaugh
1
&Omer Faruk Tuncer
2
&Bruce E. Wexler
3
Received: 4 June 2018 /Accepted: 10 September 2018 /Published online: 28 September 2018
#Springer Nature Switzerland AG 2018
Abstract
Executive function (EF) is a collection of self-regulatory control processes that are compromised by poverty and powerfully
predict academic outcomes in children. Despite this, there are few evidence-based interventions to improve EF. Given the
importance of measurement of EF in the context of the classroom where children learn, we first report results showing the
validity and reliability of over 60,000 web-based, classroom administrations of tests of EF that have previously only been widely
used in laboratory research. Using these tests, we next show that 800 min of computer-presented cognitive training exercises can
improve EF, after controlling for practice effects and developmental effects (working memory: partial η
2
= .039, response
inhibition: partial η
2
= .132, interference control: partial η
2
= .072). The abilities to measure and improve EF at low cost and
large scale in classrooms can contribute to improved, evidence-based education and potentially help reduce achievement gaps
associated with poverty.
Keywords Executive functioning .Cognitive training .Classroom
Executive functioning (EF) is a collection of self-regulatory
control processes that are divided into core domains of work-
ing memory (i.e., maintain/manipulate data not perceptually
present), inhibition (i.e., inhibit or control of attention,
thoughts, behaviors), and flexibility (i.e., shift flexibly
between tasks/sets; Diamond 2013;Miyakeetal.2000).
Other models of attention and/or EF (e.g., Mirsky 1996;
Cohen et al. 1998) describe a similar set of cognitive functions
albeit in somewhat varying descriptors/classifications (e.g.,
sustained attention versus inhibitory control, flexibility versus
shifting, attention versus interference control). While such
functions can be considered attentionor executive function-
ing, the term executive functioning (EF) is utilized in the
current manuscript.
EF is neurally subserved by the cognitive control network,
an interconnected network of frontal, parietal, and subcortical
region structures (Senkowski and Gallinat 2015; Niendam
et al. 2012). EF is the most vulnerable or sensitive cognitive
function to disruption (Diamond 2013), and therefore deficits
occur in various childhood clinical conditions (e.g., depres-
sion, epilepsy, ADHD) and adverse psychosocial contexts/
experiences (e.g., poverty; Evans et al. 2009; Raver et al.
2013).While the most vulnerable, EF is also one of the stron-
gest cognitive predictors of clinical, functional, and academic
outcomes (Lee et al. 2013; Baum et al. 2010; Rinsky and
Hinshaw 2011; Gligorovic and Durovic 2014).
Particularly relevant to successful childhood outcomes is a
childs ability to succeed in the academic environment and EF
has been closely tied to childhood academic functioning. The
association between EF and academic outcomes has been
identified from preschool (Willoughby et al. 2012,2016)to
college/university (Georgiou and Das 2016; Sheehan and
Iarocci 2015) in typically developing (Berninger et al. 2017;
Best et al. 2011;Cantinetal.2016; Georgiou and Das 2016;
Jacobson et al. 2011;Jacobsonetal.2017) and clinical sam-
ples (Biederman et al. 2004;Langbergetal.2013;Roseetal.
2011;Siroisetal.2016;W
illetal.2017). EF has been asso-
ciated with core academic achievement in reading Berninger
et al. 2017;Bestetal.2011; Cantin et al. 2016;Georgiouand
Das 2016;Jacobsonetal.2017;Roseetal.2011; Sirois et al.
2016;Willetal.2017) mathematics (Cantin et al. 2016;Rose
et al. 2011;Siroisetal.2016;Willetal.2017), science
(Latzman et al. 2010), and social studies (Latzman et al.
2010). The EF-academic association extends beyond core
*Brian C. Kavanaugh
Brian_Kavanaugh@Brown.edu
1
E. P. Bradley Hospital/Alpert Medical School of Brown University,
East Providence, RI, USA
2
Ardahan State Hospital, Ardahan, Turkey
3
Yale University School of Medicine, New Haven, CT, USA
Journal of Cognitive Enhancement (2019) 3:271280
https://doi.org/10.1007/s41465-018-0095-y
Content courtesy of Springer Nature, terms of use apply. Rights reserved.
... range 0-48). In previous work, improvements in cognitive function were demonstrated in school children following 300-600 min of ACTIVATE training with further improvements after 800 min and training typically 2-3 times per week [13]. Based on this, we now explore effects only in children who participated at least twice per week (480 min over 8 weeks) and evaluate the relation between dose and improvements in cognition and symptoms. ...
... We expect a positive change as the same intervention has shown positive effects in a similar study [4]. Previous research [13] also indicates that there might be a dose-response relationship when using cognitive training, why we are also exploring this possibility in the current analysis. ...
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... range 0-48). In previous work, improvements in cognitive function were demonstrated in school children following 300-600 min of ACTIVATE training with further improvements after 800 min and training typically 2-3 times per week [13]. Based on this, we now explore effects only in children who participated at least twice per week (480 min over 8 weeks) and evaluate the relation between dose and improvements in cognition and symptoms. ...
... We expect a positive change as the same intervention has shown positive effects in a similar study [4]. Previous research [13] also indicates that there might be a dose-response relationship when using cognitive training, why we are also exploring this possibility in the current analysis. ...
... Previous studies have shown significantly decreased parent-rated ADHD symptoms, improved executive functions, and associated ERP changes [4,24] when ACTIVATE was done together with physical exercises in unmedicated children, significant changes on fMRI and consistently greater, but not statistically significantly greater symptom reductions compared to controls when ACTIVATE was added to pharmacotherapy in children with persistent symptoms [25], significant dose-related improvements in executive functions in a large sample of school children [13] and transfer of effects to improved academic performance [26]. These findings together with the present results, and the absence of side effects, suggest that ACTIVATE could be a reasonable initial treatment for children for whom a non-medication treatment is desired or an augmentation treatment for children who have persistent symptoms or cognitive challenges after pharmacotherapy. ...
... The programs investigated in healthy school-age children showed significant improvements in different cognitive domains (Fig. 3), in EF as a general construct [70][71][72], or in their specific sub-processes such as WM [68,[73][74][75][76][77][78][79][80][81], inhibition [64,[82][83][84], interference control [85], attention [73,[86][87][88], fluid intelligence [77], decision making [87]. ...
... Studies that evaluated the impact of EFs training on children's academic performance [84] found that directed EF training can have beneficial effects on low-performing children [71], with significant improvement in cognitive skills, such as non-verbal IQ and inhibition, reading [83,[92][93][94], and mathematical reasoning [72,74,75,80,81,92,93], This finding is in line with previous studies showing that working memory capacity is closely related to mathematical thinking and, in particular, to speed in solving arithmetic problems [81]. Some RCTs with Cogmed and immediate transfer to WM showed distant transfer to performance in reading and mathematics [76,94] and academic performance [72,74]. ...
... Studies that evaluated the impact of EFs training on children's academic performance [84] found that directed EF training can have beneficial effects on low-performing children [71], with significant improvement in cognitive skills, such as non-verbal IQ and inhibition, reading [83,[92][93][94], and mathematical reasoning [72,74,75,80,81,92,93], This finding is in line with previous studies showing that working memory capacity is closely related to mathematical thinking and, in particular, to speed in solving arithmetic problems [81]. Some RCTs with Cogmed and immediate transfer to WM showed distant transfer to performance in reading and mathematics [76,94] and academic performance [72,74]. However, some of these effects were sustained for more than one year [94], while others did not [76]. ...
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... Regarding inhibition and shifting, results from other authors (e.g., Álvarez et al., 2015;García Berbén et al., 2017) also suggest relationships between these EFs and AP at the university. On the one hand, inhibitory capacity would allow students to resist the interference of distracting stimuli when studying or paying attention in class (Friedman & Miyake, 2004;Kavanaugh et al., 2019). It would also allow the attenuation or overriding of responses, behaviors, and emotions not appropriate to the task goals for a better adaptation to the academic environment (Friedman & Miyake, 2004;Tangney et al., 2004). ...
... Interventions such as that by Dörrenbächer and Perels (2016) confirm that fostering SRL in this context could be profitable. For EF, it has also been shown that classroom-based interventions can be successful (Kavanaugh et al., 2019) and that such trainings positively influence academic achievement (Titz & Karbach, 2014). If further studies can reinforce the assumption that EF can be seen as a precursor of later SRL competencies, EF interventions would be especially helpful as they would both foster EF and, in an indirect way, SRL. ...
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... • Creativity is the general ability to transform previous experiences (Acar, Tarakci, & Van Knippenberg, 2019;Fredagsvik, 2021;Mazzone & Elgammal, 2019). • Creativity is an integral quality of personality, combining cognitive and personal spheres (Kavanaugh, Tuncer, & Wexler, 2019;Smid, Karbach, & Steinbeis, 2020). • Creativity is a specific form of mental activity, a complex multidimensional phenomenon with its own structure (Dietrich, 2019;Gu et al., 2018). ...
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