Working memory updating as a predictor of academic attainment

There is growing evidence supporting the importance of executive functions, and specifically working memory updating (WMU), for children’s academic achievement. This study aimed to assess the specific contribution of updating to the prediction of academic performance. Two updating tasks, which included different updating components, were administered to 97 fourth-grade children. The keeping track task involves retrieval and substitution of information, while the numerical updating task also includes a transformation component. Academic attainment was assessed through standardised tests of verbal comprehension, arithmetic operations, mathematical problems and an assessment made by the teacher. The relative contribution to academic attainment, of the updating measures and measures related to intelligence, was compared. Results showed that both updating tasks are predictive measures of academic attainment, although the numerical updating task appeared to be a more consistent predictor of children’s performance. The relationship between updating and academic attainment is discussed, and possible educational implications are considered. The role of the transformation component of WMU is highlighted. This component could make a distinct and independent contribution to performance and, by extension, could be particularly relevant to the prediction of academic achievement.     

家庭环境对学业成绩的影响研究

采用自编的家庭环境调查问卷,对安徽省凤阳县1295名初三学生家庭环境状况与中考成绩进行调查,以考察家庭环境因素与学业成绩之间的关系,结果发现:家庭环境因素中家庭教育背景、家庭结构、家庭学习资源对学业成绩显著正相关;家庭教育态度中其父母参与度、支持度、亲子互动对学业成绩显著正相关,监管度对学业成绩显著负相关.家庭经济水平、家庭教育背景、家庭职业背景、家庭结构均可透过家庭学习资源间接影响学业成绩;而家庭经济水平、家庭教育背景、家庭结构又可透过家庭教育态度间接影响学业成绩,家庭学习资源和家庭教育态度是影响学业成绩的重要因素     

Predictors for Mathematics Achievement? Evidence From a Longitudinal Study

Numerical processing has been extensively studied by examining the performance on basic number processing tasks, such as number priming, number comparison, and number line estimation. These tasks assess the innate “number sense,” which is assumed to be the breeding ground for later mathematics development. Indeed, several studies have associated children's performance in these tasks with individual differences in mathematical achievement. To date, however, most of these studies have cross‐sectional designs. Moreover, the few longitudinal studies either use complex tasks (e.g., story problems) or investigate only one of these basic number processing tasks at a time. In this study, we examine the association between the performance of children on several basic number processing tasks and their individual math achievement scores on a curriculum‐based test measured 1 year later. Regression analyses showed that most of the variance in children's math achievement was predicted by nonsymbolic number line estimation performance (i.e., estimating large quantities of dots) and, to a lesser extent, the speed of comparing symbolic numbers. This knowledge about the predictive value of the performance of 5‐ to 7‐year‐olds on these markers of number processing can help with the early identification of at‐risk children. In addition, this information can guide appropriate educational interventions.     

Gifted children with written output difficulties: Paradox or paradigm

Abstract

This study was designed to ascertain the prevalence of written output deficits in young gifted children, to delineate the relationship between written output performance and reading performance, and to identify possible mechanisms for specific written output deficits in such children. Data from a sample of children scoring >120 on at least one IQ or achievement subscale indicated: (1) that there was a significant incidence of discrepancies between written spelling scores and reading (decoding) scores, as compared to the population; (2) that performance on spelling tasks was more subject to a maturational timetable than decoding was; (3) that performance on spelling tasks is less amenable than performance on decoding tasks to compensatory enhancement by higher level processing, and involves a sequential processing module that is shared with calculation but not with decoding; and (4) that strengths in visual‐spatial tasks may interact with relative weaknesses in both decoding and calculation tasks to predict even poorer performance on written spelling tasks.     

Beyond English language proficiency scores: understanding the academic performance of international undergraduate students during the first year of study

ABSTRACT

Past research into the relationship between English proficiency test (EPT) scores and score profiles, such as the IELTS and the TOEFL, has shown that there is not always a clear relationship between those scores and students’ subsequent academic achievement. Information about students’ academic self-concept (ASC) may provide additional information that helps predict future academic success. Research has consistently shown a positive relationship between students’ ASC and subsequent academic achievement and educational attainment in both school and higher education settings. The purpose of the current study was to examine the relationship between the academic performance of international students and their language proficiency and academic self-concept as well as other characteristics related to academic success. The study focused on first year international students in undergraduate business programs at an English-medium university in Canada. The following information was collected about the student participants: grades in degree program courses, annual GPA, and EPT scores (including subscores). In addition, students completed an academic self-concept scale. To obtain additional information about success in first-year business courses, instructors in two required courses were interviewed about the academic and language requirements in their courses and the profile of successful students. Correlations between the students’ course grades, GPA, EPT scores, and ASC score were calculated. The instructor interviews were analyzed using a content analysis procedure. The findings from all data sources were triangulated and show that language ability, ASC, and other factors impact academic success during the first year in a business program. The implications of these findings are discussed.     

Curricular Differences and Unidimensionality of Achievement Test Data: An Exploratory Analysis

The purpose of this study was to investigate whether a linear factor analytic method commonly used to investigate violation of the item response theory (IRT) unidimensionality assumption is sensitive to measurable curricular differences within a school district and to examine the possibility of differential item performance for groups of students receiving different instruction. For grades 3 and 6 in reading and mathematics, personnel from two midwestern school systems that regularly administer standardized achievement tests identified the formal textbook series used and provided ratings of test-instructional match for each school building (classroom). For both districts, the factor analysis results suggested no differences in percentages of variance for large first factors and relatively small second factors across ratings or series groups. The IRT analyses indicated little, if any, differential item performance for curricular subgroups. Thus, the impact of factors that might be related to curricular differences was judged to be minor.     

Preschool Attendance and Executive Function Mediate Early Academic Achievement Gaps in East Asia and the Pacific

Research Findings: This study investigated the relationship between family socioeconomic status (SES) and children’s early attainment, and the roles of preschool attendance and executive function (EF) in this association. Participants were 3,331 children (1,584 girls) ranging in age from 36 to 71 months from Cambodia, Mongolia, and Vanuatu. Children’s language, literacy, and mathematics attainment and EF were assessed using the East Asia-Pacific Early Child Development Scales. Mothers reported on family demographics and children’s preschool experience. Results indicated significant associations between SES and academic attainment in all three countries. Further analysis showed that preschool attendance and EF were significant mediators of SES- related disparities in attainment, but differed by country. Both served as parallel and sequential mediators in the associations between SES and performance in language, literacy, and mathematics in Mongolia. However, only preschool attendance mediated the association of SES with literacy attainment in Cambodia, and only EF mediated that with children’s mathematics and language performance in Vanuatu. Although SES is substantially related with early achievement in these developing countries, our findings indicate that preschool attendance and EF may attenuate this relationship. Practice or Policy: Implications for the provision of early childhood education programs and public policy are discussed.     

Spontaneous focusing on numerosity and the arithmetic advantage

Children show individual differences in their tendency to focus on the numerical aspects of their environment. These individual differences in ‘Spontaneous Focusing on Numerosity’ (SFON) have been shown to predict both current numerical skills and later mathematics success. Here we investigated possible factors which may explain the positive relationship between SFON and symbolic number development. Children aged 4–5 years (N = 130) completed a battery of tasks designed to assess SFON and a range of mathematical skills. Results showed that SFON was positively associated with children's symbolic numerical processing skills and their performance on a standardised test of arithmetic. Hierarchical regression analyses demonstrated that the relationship between SFON and symbolic mathematics achievement can be explained, in part, by individual differences in children's nonsymbolic numerical processing skills and their ability to map between nonsymbolic and symbolic representations of number.     

Calibrating assessment literacy through benchmarking tasks

Abstract

In calibration tasks students assess exemplar texts using criteria against which their own work will be assessed. Typically, these tasks are used in the context of training for peer assessment. Little research has been conducted on the benefits of calibration tasks, such as benchmarking, as learning opportunities in their own right. This paper examines a dataset from a long-running benchmarking task (～500 students per semester, for four semesters). We investigate the relationship of benchmarking performance to other student outcomes, including ability to self-assess accurately. We show that students who complete the benchmarking perform better, that there is a relationship between benchmarking performance and self-assessment performance, and that students appreciate the support for learning that benchmarking tasks provide. We discuss implications for teaching and learning flagging the potential of calibration tasks as an under-explored tool.     

Achievement motivation revisited: new longitudinal data to demonstrate its predictive power

During recent decades, the classical one‐dimensional concept of achievement motivation has become less popular among motivation researchers. This study aims to revive the concept by demonstrating its predictive power using longitudinal data from two cohort samples, each with 20,000 Dutch secondary school students. Two measures of achievement motivation were constructed on the basis of Hermans' Achievement Motivation Test for Children. Results showed that these measures predicted later educational attainment and achievement, and were related to movements in educational career. Our measures of achievement motivation showed a certain stability over time; this stability decreased, however, with the length of the interval between measurements. In addition, a consistent decrease of motivation with age was found.     

Gender Differences and High Attainment

Recent emphasis on raising attainment has focused attention onto the ‘gender gap’ in school attainment levels. Using data from the Scottish School Leavers Survey, the article examines factors related to high attainment and asks whether these differ for males and females. A strong relationship is established between social advantage and high attainment within each gender. There is no evidence of differential progression rates for males and females between the ages of 16 and 18. The only factor which offers any explanation for gender differences in attainment is the evidence that girls took school more seriously than boys. This supports theories that girls and boys experience different peer pressures which influence their school attainment. Other factors have also been shown to influence gender differences in performance in the research literature. Factors affecting gender differences were found equally in all schools, suggesting that wider cultural factors are also influential in creating gender differences.     

Role of working memory in explaining the performance of individuals with specific reading comprehension difficulties: A meta-analysis

It is well established that working memory is related to reading comprehension ability. However, its role in explaining specific reading comprehension difficulties is still under debate: the issue mainly concerns whether the contribution of working memory is dependent on task modality (verbal tasks being more predictive than visuo-spatial tasks) and/or on the attentional control implied in working memory tasks (tasks requiring storage/manipulation being more predictive than storage-only tasks, regardless of task modality). Meta-analysis is used here to examine the relevance of several working memory measures in distinguishing between the performance of poor and good comprehenders in relation to the modality of the working memory task, and the involvement of controlled attention required by such a task. Our results demonstrate that memory tasks that are demanding in terms of attentional control and that require verbal information processing are best at distinguishing between poor and good comprehenders, suggesting that both domain-specific factors as well as general factors of working memory contribute to reading comprehension performance. The implications for different models of working memory in relation to reading comprehension are discussed.     

Testing a reciprocal causation model between anxiety,enjoyment and academic performance in postsecondary organic chemistry

Affective factors such as the achievement emotions are considered critical for students’ academic performance in STEM degree programmes and careers. In this study, a reciprocal causation model was tested between two affective factors: enjoyment and anxiety, and organic chemistry course performance. Each variable was measured three times in four sections of a first semester organic chemistry course. This study investigates a reciprocal causation relationship between anxiety, enjoyment and achievement as measured by exam performance compared to unidirectional structures of performance and affect relationships. Results show that the reciprocal causation model with an exam snowballing effect best fits data among the alternative models. There is a small and significant negative relationship between anxiety and performance contrasted with a positive relationship between enjoyment and performance throughout the semester. The evidence of the reciprocal relationship between anxiety, enjoyment and achievement indicates that instructors of organic chemistry can work to eliminate factors associated with low performance. Gathering information regarding anxiety and enjoyment along with performance can inform educators about the emotional state of their classrooms. Future research should consider achievement emotions in light of educational reforms to ensure that innovative curricula or pedagogies are functioning in the classroom as intended.     

The effect of same-gender teacher assignment on student achievement in the elementary and secondary grades: Evidence from panel data

We utilize information from a rich administrative panel dataset following the universe of test-taking public school students in Florida over a period of five years to estimate the relationship between same-gender teacher assignment and student achievement. We estimate how a student's achievement changes as he/she is assigned to teachers of different genders throughout his/her academic career, holding constant both observed and unobserved factors related to academic outcomes. We also provide estimates from models that evaluate how the relative performance of male and female student assigned to the same teacher or in the same classroom relates to the gender of the teacher. We find no statistically distinguishable relationship between same-gender teacher assignments and student math or reading achievement in elementary school. We find a statistically significant relationship between being assigned to a female teacher and student achievement in middle and high school, however the magnitude of the effect is small.     

Achievement goals and approaches to studying: evidence from adult learners in distance education

Achievement goals predict learning in children and young adults, but it is unclear whether they apply to older adults and how they are related to approaches to studying. An online survey examined achievement goals, approaches to studying and academic attainment in distance learners. The Achievement Goals Questionnaire-Revised and the Approaches to Learning and Studying Inventory were given to 2000 students, yielding 1211 responses. The findings confirmed the 2?×?2 model of mastery-approach, mastery-avoidance, performance-approach and performance-avoidance goals in adult distance learners. Mastery goals were positively associated with deep and strategic approaches to studying but negatively associated with a surface approach. Performance goals showed only weak associations with approaches to studying. Performance-approach goals were positively related to attainment, performance-avoidance goals were negatively related to attainment, but mastery goals were unrelated to attainment. The relationship between achievement goals and attainment was partly but not wholly mediated by approaches to studying.     

Comparing Class- and Task-Level Measures of Achievement Goals

Models of achievement goals suggest that different tasks and contexts influence the goals students adopt at a given time. However, many studies of achievement goals rely on measures assessed at the class level, analyze results with a variable-centered approach, and employ self-report questionnaires, which may reduce understanding of the contextual factors that arise as students interact with tasks. We compared a behavioral, task-level measure of middle school students' achievement goals to a self-reported, class-level measure and analyzed both measures' relations to task performance and quarterly grades using both variable-centered and person-centered approaches. Task-level goals predicted task performance but not quarterly grades, while class-level goals predicted grades but not task performance. The two measures of achievement goals were not related. This work demonstrates the importance of measuring goals at multiple levels and suggests opportunities for changing students' behaviors and achievement through motivation at the task level.     

Piagetian tasks as readiness measures in mathematics instruction: A critical review

The purpose of this review was to synthesize the research on the relationship between performance on Piagetian tasks of concrete operations and performance on mathematics learning tasks in order to determine whether the Piagetian tasks make useful readiness measures. The research consistently indicates that, while there is a positive correlation between performance on Piagetian tasks and mathematics achievement, many school mathematics tasks can be mastered by children who have not yet developed the reasoning abilities measured by Piagetian tasks. This does not diminish the validity of Piaget's theory, but rather suggests that the kinds of reasoning processes identified by Piaget are not essential in solving many school mathematics tasks.     

Working Memory and School Achievement in the Ninth Form

Two experiments explored the relationship between 15‐16‐year‐old ninth‐formers’ working memory (WM) capacity and school achievement. In the first experiment, WM capacity was measured administering complex WM span tests on 107 subjects. These measures correlated highly significantly with performance in four school subjects: mathematics, foreign language, Finnish (native language) and geography. In the second experiment, additional WM tasks were used to measure two WM components: the phonological loop and the central executive component as suggested by Baddeley (1986). The tasks that were assumed to measure the central executive were strongly linked to performance in school subjects. Maximally, they shared 31 % of the variance with school achievement. Partial correlations showed that digit span correlated, independently of the central executive measures, with performance in foreign language. This result suggested that the phonological loop is specifically related to foreign language learning. The relationship between WM and the general intelligence factor g is discussed.     

Does strategy knowledge influence working memory in children with mathematical disabilities?

This study investigated the relationship between working memory (WM), declarative strategy knowledge, and math achievement in children with and without mathematical disabilities (MD). Experiment 1 examined the relationship between strategy knowledge, verbal WM, and visual-spatial WM in children with MD as a function of initial, gain, and maintenance conditions. The results showed that after partialing the influence of reading, stable strategy choices rather than specific strategy knowledge was related to verbal and visual-spatial WM span in high demand (maintenance) conditions. Experiment 2 compared children with MD to a group of chronological age-matched children and a group of math ability-matched children on the same conditions as Experiment 1. Age-matched children's verbal and visual-spatial WM performance was superior to that of children with MD, whereas WM performance was statistically comparable between children with MD and younger children matched on math ability. The selection of expert strategies was related to high WM span scores in the initial conditions. After controlling for reading achievement in a regression analysis, verbal and visual-spatial WM, stable verbal strategy choices, and expert strategy choices related to visual-spatial processing all contributed independent variance to math achievement. Overall, these results suggest that WM and math achievement are related to strategy knowledge.     

Expectancy of success,attainment value,engagement, and Achievement: A moderated mediation analysis

The aim of this study was to examine how expectancy of success, attainment value, and their interaction predicted behavioural engagement, and how behavioural engagement, in turn, predicted achievement. Data were collected from 586 English students aged 10–11 years in their final year of primary school. Expectancy of success was positively related to subsequent achievement directly and indirectly, mediated by behavioural engagement, over and above the variance accounted for by prior achievement and behavioural engagement. Indirect relations from expectancy of success to achievement were moderated by attainment value. Higher attainment value protected performance from low expectancy of success by increasing behavioural engagement. The compensatory role of high attainment value diminished at higher levels of expectancy of success.