The mediating role of metacognition in the relationship between executive function and self-regulated learning

Training of Awareness in ADHD: Leveraging Metacognition

Attention deficit hyperactivity disorder (ADHD) is a disorder that is prevalent in children and adults, with significant impact on life outcomes. Common treatment strategies include a combination of pharmacological and psychosocial interventions which have recognized limits to their effectiveness. Consequently, there exists interest in additional non-pharmacological interventions. In the current minireview we aim to complement existing surveys by focusing on a complementary approach, namely rooted in metacognition or the training of awareness. We review programs that incorporate metacognitive training of awareness in skill-training, psychosocial interventions, and mindfulness, and discuss existing assessments of metacognitive ability in ADHD. Existing data suggest that metacognitive approaches have potential in supporting symptom management in ADHD, with gains in objective assessments in near and far transfer tasks in educational research and high satisfaction from parents. Further research is warranted in assessment of the relative contribution of metacognitive elements relative to other treatment components, objective assessments of outcomes in psychosocial interventions, and efficacy in adult interventions.

The combined value of executive functions and self-regulated learning to predict differences in study success among higher education students

Introduction

Self-regulated learning (SRL) has traditionally been associated with study success in higher education. In contrast, study success is still rarely associated with executive functions (EF), while it is known from neuropsychological practice that EF can influence overall functioning and performance. However some studies have shown relationships between EF and study success, but this has mainly been investigated in school children and adolescents. EF refer to higher-order cognitive processes to regulate cognition, behavior, and emotion in service of adaptive and goal-directed behaviors. SRL is a dynamic process in which learners activate and maintain cognitions, affects, and behaviors to achieve personal learning goals. This study explores the added value of including EF and SRL to predict study success (i.e., the obtained credits).

Methods

In this study, we collected data from 315 first-year psychology students of a University of Applied Sciences in the Netherlands who completed questionnaires related to both EF (BRIEF) and SRL (MSLQ) two months after the start of the academic year. Credit points were obtained at the end of that first academic year. We used Structural Equation Modeling to test whether EF and SRL together explain more variance in study success than either concept alone.

Results

EF explains 19.8% of the variance, SRL 22.9%, and in line with our hypothesis, EF and SRL combined explain 39.8% of the variance in obtained credits.

Discussion

These results indicate that focusing on EF and SRL could lead to a better understanding of how higher education students learn successfully. This might be the objective of further investigation.

Self-regulated learning as a mediator of the relation between executive functions and preschool academic competence

Executive functions (EF) and self-regulated learning (SRL) are processes for the goal-directed control of cognition and (learning) behavior that positively affect academic outcomes. Based on the finding that EF form the developmental basis for SRL, this study tested a model that assumes SRL as a mediator of the relationship between preschool EF and academic competence. Previous studies that found evidence for this mediation considered as predictors cool EF, which are important in emotionally neutral situations. However, since (pre)school-based learning is also associated with motivational incentives (e.g., praise from teachers and educators), this study aimed to test the validity of the above-mentioned mediation model using as predictors hot EF, which are important in emotional-motivational contexts. To this end, the constructs included in the model were cross-sectionally examined using performance measures and parent ratings in a sample of n = 77 German preschoolers (Mage = 71.61 months, SD = 4.13; 51.9 % girls). Results show that SRL mediates the relationship between hot EF and academic competence. Methodological limitations of the present study and implications for research and practice are discussed.

Interventions and Approaches Targeting Early Self-Regulation or Executive Functioning in Preschools: A Systematic Review

This systematic literature review sought to reconcile the evidence of efficacy for interventions and approaches to enhancing self-regulation and/or executive function in preschool settings. Following PRISMA methodology, a comprehensive search of 20 years of intervention research identified 85 studies that met inclusion criteria. Interventions were categorised by intervention approach and coded for their characteristics (e.g. sample size, dose, duration, interventionist, intervention activities), outcomes (e.g. significance, size of effects) and study quality (i.e. risk of bias). Reconciliation of intervention results indicated (1) within intervention approaches, some approaches had more consistent and robust evidence of efficacy (e.g. mindfulness, mediated play, physical activity) and (2) across intervention approaches, characteristics that had greater (or exclusive) presence amongst the higher efficacy interventions (e.g. cognitive challenge, movement, as well as interventionist, fidelity and dose considerations). Implications for future intervention (re)design, and for theorising about mechanisms of self-regulation and executive function change, are discussed.

Goal choice in preschoolers is influenced by context, cognitive flexibility, and metacognition

Introduction

Goal choice is one of the first, and most important, steps in self-regulated learning (SRL). It is particularly challenging for young children (before 5–6 years), who tend to rely on available environmental cues, which makes their goals fragile because of the instability and variability of the environment. Therefore, it can be assumed that the conditions under which a task is performed may influence a child’s learning goal choice. Moreover, adapting to constraints involves control capacities provided by executive functions (EF) and metacognition.

Methods

The main purpose of this study was to determine factors that influence the way preschoolers choose a learning goal during the first step of SRL. We tested whether adding constraints to perform a task may influence the choice of the procedure that a child aims to learn to perform this task. We also examined the role of cognitive flexibility and metacognition in goal selection in the face of these changes, and tested the influence of change over time, comparing participants’ performance at two points in the school year. One hundred 4-year-olds were asked to perform a jigsaw puzzle task under two conditions: predictable vs. unpredictable environmental change. Individual levels of cognitive flexibility and metacognition were also measured.

Results

The results show that only a predictable change, but not an unpredictable one, leaded children to change their learning goals. Furthermore, when participants were faced with an unpredictable change, metacognition and cognitive flexibility significantly predicted learning goal change. Results are discussed regarding the development of SRL, flexibility, and metacognition. Educational suggestions are proposed.

Highlights

– The choice of a learning goal by a preschooler is influenced by the conditions of task performance and environmental cues. Facing a predictable change is more disruptive to children before the age of 4.5, and more likely to cause them to change their goal.

– A shift is observed, from age 4 and during the school year, from a perceptual to a conceptual level of processing.

– Cognitive flexibility and metacognition also determine learning goal choice in preschoolers, but only in front of unpredictable changes.

Inhibition and Reading Comprehension in Adolescents with and without Histories of Language Difficulties

This study sought to determine if the inhibitory construct of executive function (EF) and self-regulation (SR) contributes unique variance to reading comprehension (RC) beyond word recognition/decoding (WR/D) and language comprehension (LC), and if the contribution differs according to language history. Thirty-two sixth, seventh, and eighth grade students participated in this study. Seventeen students had language difficulties (LD) and fifteen students had typical language histories (LH). Participants were given a battery of RC, LC, WR/D, and inhibition (attentional control and interference) measures. Hierarchical multiple regression analyses and tests for moderation effects were used to explore the contribution of each variable to RC. Inhibition contributed significant variance to RC in addition to the variance accounted for by LC and WR/D in adolescent learners. Inhibition contributed a greater proportion of variance to RC for students with typical LH than for students with LD. Advancing the understanding of the role of inhibition in EF, SR, and RC may support early identification efforts and drive the development of interventions that effectively target RC deficits.

Executive function assessment: Adaptation of the Amsterdam executive function inventory using Spanish first-year university students from two knowledge areas

OBJECTIVE

Many university students have difficulties in adapting to autonomous learning due to executive functioning deficits. In the Spanish university context, there is a lack of reliable validated instruments for the evaluation of executive functioning. In this sense, the aim of this research is to present the process of adaptation and validation of the Amsterdam Executive Function Inventory (AEFI) for the evaluation of executive functioning in the Spanish context.

METHODS

This study integrates two sequential processes: questionnaire translation and back-translation, and evaluation of the psychometric properties (exploratory and confirmatory factor analysis were conducted), reliability, validity and multigroup analysis to identify factorial invariance. An online questionnaire was used for data collection and R package lavaan software was administered to a sample of 519 first-year university students (270 females and 249 males).

RESULTS

The exploratory factor analysis evidenced an interna structure of three factors with adequate internal consistency (Cronbach's alpha higher than 0.70), endorsed in the confirmatory factor analysis that indicated an adequate goodness-of-fit-indexes for the model. The composite reliability showed values between 0.74 and 0.82, and the convergent (average variance extracted values ranged from 0.50 to 0.61) and discriminant validity were adequate. A multigroup-analysis showed the invariance factorial through the difference in the RMSEA, CFI and TLI index, performed both in the model comparison according to gender and academic disciplines.

CONCLUSION

The AEFI adapted for Spanish has practical implications for the management of university students, as it can facilitate the improvement of university policies designed to foster the development of executive functions, specifically in first-year students.

MetaCogs: Mitigating Executive Dysfunction via Agent-Based Modeling for Metacognitive Strategy Development

Executive functions (EF) are a collection of cognitive domains governing task initiation, motor planning, attention, and goal-oriented action. Difficulties with EF have marked impacts on adaptive living skills, learning outcomes, and quality of life for people with cognitive and psychosocial disabilities, as well as the broader population. While there is considerable research interest in EF training intervention for disabled populations, very few studies explore metacognitive intervention for people with cognitive disabilities. Metacognition comprises conscious beliefs and strategies around task management and goal setting. Metacognitive awareness has been shown to mediate the effects of executive function on self-regulated learning. Metacognitive interventions have also shown promise in general education, military training, and medical practice. We present a virtual reality experience deploying agent-based modeling to support explicit metacognitive strategy instruction for undergraduate students of all neurotypes. Our results support that explicit instructional material explaining executive function and metacognition in relation to problem-solving experiences influenced participant self-concept and awareness of personal traits and cognitive processes.

Metakognitives Strategiewissen – prädiktiv für die Sprachfähigkeit und den Studienerfolg von internationalen Studierenden

Zusammenfassung. Internationale Studierende an deutschen Hochschulen sehen sich mit vielfältigen Herausforderungen des Studienalltags konfrontiert. Grundlegend für ein erfolgreiches Studium ist hierbei eine eigenverantwortliche Anpassung an die neue und offen gestaltete Lern- und Arbeitsumwelt sowie ein angemessener Umgang mit sprachlich schwierigen Situationen im Studienalltag. Die vorliegende Studie untersucht anhand einer Stichprobe von 289 internationalen Studierenden die grundlegende Kompetenz des metakognitiven Strategiewissens und stellt Bezüge zur Sprachfähigkeit in der deutschen Zweitsprache sowie dem Studienerfolg her. Das metakognitive Strategiewissen zu Studienbeginn erweist sich für die Entwicklung der Sprachfähigkeit über das anfängliche Sprachniveau hinaus prädiktiv. Dasselbe Ergebnis zeigt sich für den Studienerfolg in Form erreichter Leistungspunkte innerhalb der ersten drei Studiensemester. Die Ergebnisse deuten demnach auf eine Relevanz metakognitiven Strategiewissens für die Sprachfähigkeit in der deutschen Zweitsprache sowie den Studienerfolg internationaler Studierender.

Do group-based mindfulness meditation programs enhance executive functioning? A systematic review and meta-analysis of the evidence

Research examining the effects of group-based mindfulness interventions on executive functioning have yielded inconsistent findings, with some reports of enhanced performance and other reports of null findings. Inconsistencies in the literature may be due to methodological differences across studies, including the type of control group employed and sample characteristics (e.g., clinical vs. non-clinical samples). The current systematic review and meta-analysis examined the effect of group-based mindfulness programs on executive functioning in persons 18+ years of age. Following the standards for systematic review, a total of 29 studies were included in the meta-analysis, of which 21 comparisons contributed to the analysis of inhibition; nine to working memory; nine to attention shifting; and four to the analysis of verbal fluency. After removing outliers, random effects models suggested a small but significant synthesized effect of group-mindfulness training on overall executive functioning (95% CI = 0.256, 0.725). Examination of executive subdomains after removing outliers suggested a small, statistically significant effect for inhibition (95% CI = 0.055, 0.387), working memory (95% CI = 0.010, 0.437), and verbal fluency (95% CI = 0.071, 1.931). No significant pooled effects were found for attention shifting. A priori subgroup analysis by randomization, type of control group, and sample cohort revealed inconsistent results. Overall, the current review suggests that the effect of group-based mindfulness training on executive functioning is not robust.

The relationship between executive functioning and self-regulated learning in Australian children

Executive functioning (EF) and self-regulated learning (SRL) are established predictors of academic achievement, both concurrent and future. Although it has been theorized that EF development enables SRL in early childhood, this directional model remains empirically untested against plausible alternatives. Thus, this study investigated the longitudinal relations between children's EF and SRL during the transition from kindergarten to Year 1 in an Australian sample to determine the direction and strength of the association between EF and SRL. We compared four directional models and also tested whether EF and SRL can be construed as manifestations of a common factor. Children's EF was assessed using a battery of tasks tapping working memory, inhibition, and shifting, and their SRL was assessed by teachers using the Checklist of Independent Learning Development. Cross-lagged structural equation modelling analyses were conducted on a longitudinal dataset of 176 children at the end of kindergarten (age M = 5 years, 8 months; SD = 4.02 months), and 1 year later (age M = 6 years, 5 months; SD = 3.65 months). EF predicted SRL longitudinally (β= .58, controlling for kindergarten SRL), consistent with common assumptions, whereas SRL did not predict EF. However, the common factor model also fit the data very well. We concluded that EF and SRL are indeed related concurrently and longitudinally but that further evidence is needed to disambiguate whether EF is best understood as a necessary antecedent of SRL development in early childhood, or whether they reflect the same general construct.

Shedding light on autistic traits in struggling learners: A blind spot in medical education

Some highly challenging, seemingly "unsolvable" situations that arise in medical education could be the result of autistic traits (AT) in learners. AT exist in physicians and learners, ranging from profiles compatible with DSM-5's criteria for autism spectrum disorder (ASD) to more subtle manifestations of ASD's "broader phenotype." Often associated with strengths and talents, AT may nonetheless pose significant challenges for learning, teaching, and practising medicine. Since AT remain widely under-recognized and misunderstood by educators, clinicians, and affected individuals alike, they represent a blind spot in medical education. The use of a "neurodiversity lens" to examine challenging situations may help educators consider different pedagogical approaches to address those potentially stemming from AT.This paper aims to raise awareness and understanding of AT-related difficulties in struggling medical learners. To overcome the blind spot challenge and help develop this "neurodiversity lens," we explore different angles. Beyond any diagnostic consideration, we offer a series of contextual examples, paralleled with explanatory concepts from the field of ASD. We also underline the role of context on functional impact and describe the often ill-defined pattern of challenges encountered, as well as the fertile grounds for interpersonal misunderstandings and disrespect. We propose historical, cultural, and clinical reasons likely contributing to the blind spot. Mindful of the potential risks of prejudice associated with identifying AT-related difficulties, we underline the necessity and feasibility of conciliating diversity and dignity with accountability standards for medical competence.

The Relation Between Cognitively Measured Executive Functions and Reported Self-Regulated Learning Strategy Use in Adult Online Distance Education

While executive functions (EFs) and self-regulated learning (SRL) strategy use have been found to be related in several populations, this relationship has not been studied in adult online distance education (ODE). This is surprising as self-regulation, and thus using such strategies, is very important here. In this setting, we studied the relation between basic executive functions (i.e., working memory and shifting, measured with cognitive tests) and reported SRL-strategy use (i.e., management of time and effort, complex and simple cognitive strategy use, contacts with others, and academic thinking) within a correlational design with 889 adult online distance students. In this study, we performed regression analyses and took age and processing speed into consideration, as processing speed and EFs decrease with age, whereas self-regulation is reported to increase with age. Cognitively measured working memory was not related to reported SRL-strategy use in adult ODE students. Thus, even though the SRL-components within the strategies seem to elicit working memory, reported SRL-strategy use is not related to the functioning of this basic EF (measured with cognitive tests). This means that if SRL-strategy use needs to be increased in adult ODE students, training of working memory might not be an effective manner for achieving that goal. Better shifting and processing speed were related to less reported SRL-strategy use, which might suggest that SRL-strategies might be used to compensate for lower shifting (in academic thinking) and lower processing speed (in simple cognitive strategy use and contacts with others). With increasing age, the number of contacts with peers or teachers decreases. This latter finding might be of relevance during the pandemic since contacts with others is importance during lockdown.

Implications of Unconnected Micro, Molecular, and Molar Level Research in Psychology: The Case of Executive Functions, Self-Regulation, and External Regulation

The proliferation of research production in Psychology as a science has been increasing exponentially. This situation leads to the necessity of organizing the research production into different levels of analysis that make it possible to delimit each research domain. The objective of this analysis is to clearly distinguish the different levels of research: micro-analysis, molecular, and molar. Each level is presented, along with an analysis of its benefits and limitations. Next, this analysis is applied to the topics of Executive Functions, Self-Regulation, and External Regulation. Conclusions, limitations, and implications for future research are offered, with a view toward a better connection of research production across the different levels, and an allusion to ethical considerations.

Relationship between parent involvement and academic achievement through metacognitive strategies: A multiple multilevel mediation analysis

BACKGROUND

Different studies reveal an association between parent involvement, metacognition, and academic achievement; however, the majority analyse the developmental process of acquisition in experimental or quasi-experimental designs with students enrolled in child education. Adolescence is an important stage in personal and academic development. Given the complexity of learning, and according to the metacognitive and affective model of self-regulated learning (Efklides, 2011, Educational Psychologist, 46, 6), different types of metacognitive processes are relevant for the optimal development of individuals in academic contexts. At the same time, individuals need stimuli from the environment, based on observation of their own and other's behaviour, as well as through communication and interaction with others.

AIM

The present study examined the relations among parent involvement, metacognitive strategies, and academic achievement to investigate the mediational role of metacognition in the relation between parent involvement and academic achievement.

SAMPLE

The participants were 1,398 high school students from Spain (47% female, M = 12. 5 years).

METHOD

Multiple multilevel mediation analyses with Monte Carlo confidence intervals were used for measuring within-subjects effects at the student level and between-subjects effects at the class level. Parent involvement (perception of support, organization, and interest in the educational process; expectations; school relationship; time of support with homework) and metacognition were measured by questionnaires, whereas academic achievement was assessed using the end-of-term grades obtained by students for nine subjects.

RESULTS

First, there was a significant direct effect of most parent involvement constructs on the mediational and dependent variables at both the within and between levels. Expectations had the highest predictive power on academic achievement. On the other hand, metacognitive strategies were an important mediator for all parent involvement constructs at both levels of analysis.

CONCLUSIONS

These results highlight the importance of metacognition during early adolescence and suggest that parent involvement is crucial for the future development of educational models.

Investigation of Broad Autism Phenotype Traits as Measured by the 26-Item Autism Quotient

The extant literature regarding psychometric properties of measures of subclinical adult autism traits is sparse. The current study investigated the validity and internal consistency reliability of the 26-item Autism Quotient (AQ-26), a self-report measure of autism traits, in a nonclinical young adult sample. Results indicated significantly better model fit with an 18-item measure (AQ-18), with optimal fit indices. Otherwise, AQ-18 and AQ-26 findings were similar and are discussed together. A three-factor model best fit the data. Scores demonstrated similar correlations in expected directions with the Empathy Quotient and Broad Autism Phenotype (BAP) Questionnaire. Expected differences were also observed when college major, gender, and BAP/non-BAP groups were compared. Despite somewhat weaker evidence for the 26/18-Details/Patterns factor, findings indicate that the AQ-26 and AQ-18 are promising measures of the three traits of subclinical autism spectrum symptomatology.