Cognitive holding power,fluid intelligence,and mathematical achievement as predictors of children's realistic problem solving

The present study explored whether first and second order cognitive holding power perceived by children in mathematical classrooms, fluid intelligence, and mathematical achievement predicted their performance on standard problems, and especially realistic problems. A sample of 119 Chinese 4–6th graders were administered the word problem test, the cognitive holding power questionnaire, and Raven's standard progressive matrices. Results showed that: (1) children's fluid intelligence and general mathematical achievement significantly predicted their performance on both realistic and standard problems, however, second order cognitive holding power predicted their performance on realistic problems but not standard problems; (2) the relationship between first order cognitive holding power and children's correct answers to realistic problems was mediated by second order cognitive holding power; (3) children's performance on standard problems was significantly better than that on realistic problems, and children's performance on both types of problems improved with their grades.     

ICT learning experience and research orientation as predictors of ICT skills and the ICT use of university students

Since our first studies of information and communications technology (ICT) skills and ICT use at universities in 2004, ICT and its use by students has changed greatly. In order to obtain a more detailed picture of ICT skills, we first construct a new instrument to measure the self-perception of ICT skills (49 items) and of ICT use (53 items) by students. This allows us to find some patterns for ICT skills and ICT use. In order to explain these patterns, two basic hypotheses are formulated. The first suggests that positive ICT learning experiences at home, in school, and with peers could contribute to mastering a higher level of ICT skills and more frequent use of ICT among bachelor’s students, a hypothesis that aligns with Dewey’s learning theory. The second hypothesis suggests that there is a similarity between the characteristics of information systems and scientific research, and that students who identify more with scientific research would be more likely to have greater ICT skills and a higher frequency of ICT use. Both hypotheses are tested among bachelor’s students, using some important contextual variables (gender, domain of study, ICT course in secondary school or at university, and education level of parents). It can be concluded that there is a relationship between the ICT learning experience and the research-oriented identity commitment of bachelor’s students on the one hand, and their command of ICT skills and the frequency of use of computers, ICT instruments, and ICT programs on the other.     

Prior achievement, effort, and mathematics attitude as predictors of current achievement

A sample of Australian secondary school students was used to explore the relationships among a set of standardised Year 7 numeracy and literacy tests, measures taken at Year 10 of mathematics attitude and schoolwork effort, and Mathematics and English scores in a state-wide Year 10 examination. Additionally, the predictive capacity of the numeracy and literacy tests, together with the attitude and effort measures, were examined in relation to the Mathematics and English scores. A correlation analysis showed that the numeracy and literacy tests were positively and significantly related and had similar relationships with the two Year 10 examination scores. Mathematics attitude was significantly associated with Year 10 Mathematics but effort did not correlate significantly with either of the Year 10 examination scores. Multiple regression analyses demonstrated that the relevant Year 7 test results contributed to a considerable amount of the total variance in the two Year 10 examination scores. A sub-sample of the students was interviewed and four case studies were selected to interrogate the notions of achievement, mathematics attitude, and effort. Although these case studies act as a source of qualitative evidence to supplement the quantitative findings, they also indicate that effort, in particular, is a notion worthy of further investigation. Other implications for researchers, as well as school personnel, are noted.     

Cognitive and perceptual measures as predictors of fourth-grade achievement

This study used a multivariate approach and longitudinal design to examine the relationship of early perceptual and cognitive development to later school achievement. The extent to which a set of 4th-grade achievement measures could be predicted from a set of variables collected when the students were in first grade was determined through a series of canonical and multiple correlation analyses. These results were compared to results of an earlier phase of the study. Similarities between the two phases indicated that: (a) A measure of visual perception added significantly to the prediction of achievement afforded by consideration of sex and academic aptitude. (b) The variables used to predict achievement may differ somewhat between boys and girls. (c) The usefulness of sex as a predictor of school achievement depends upon the specific achievement area under consideration. Differences in the two phases involved the extent to which sex was a predictor of a specific achievement area.     

Personality traits and abilities as predictors of academic achievement

The purpose of this study was to demonstrate the respective effects of cognitive abilities and personality traits on academic achievement. The subjects were 141 sixth-grade French adolescents (mean age: 12) who took three cognitive tests (g factor, numerical ability, and spatial ability) and answered a personality questionnaire based on the Big Five Model. Path analyses indicated that Openness-intellect had an effect on junior high school achievement in all disciplines, with most effects being indirect ones mediated by verbal achievement (French). Neuroticism-anxiety also had an effect, although not as marked and mainly on mathematics. Personality is complementary to abilities in predicting academic achievement. Possible conceptual extensions and field applications are addressed in the conclusion.     

Testing interest and self-efficacy as predictors of academic self-regulation and achievement

We examined whether individual interest, as an affective motivational variable, could predict academic self-regulation and achievement, above and beyond what academic self-efficacy predicted. We tested the relationships between academic self-efficacy, individual interest, grade goals, self-regulation, and achievement of Korean middle school students (N = 500) in four different subject areas. Consistent with previous findings, self-efficacy predicted achievement both directly and indirectly via grade goals. Self-efficacy also predicted self-regulation, but only when grade goals mediated the relationship. Supporting our hypothesis, individual interest functioned as a correlated yet independent and direct predictor of self-regulation. It also predicted achievement, but only when self-regulation mediated the relationship. We thus suggest that academic self-regulation could be encouraged through the promotion of two distinct motivational sources, academic self-efficacy and individual interest. We further suggest that the pathways linking individual interest to academic self-regulation and achievement may differ from those linking academic self-efficacy to the same variables.     

Two readiness measures as predictors of first and third-grade reading achievement

Multiple-regression procedures were used to assess the effectiveness of the ABC Inventory and the Metropolitan Readiness Test (MRT) in predicting first and third-grade reading achievement. Sex and chronological age were included in the first-grade analysis (N = 62) and the first-grade PMA intelligence test score was added to the equation in predicting third-grade reading (N = 65). MRT performance accounted for 11% of the variance in first-grade SRA reading scores (R = .34). In predicting third-grade reading, the MRT accounted for 26% of the variance and the PMA IQ scores accounted for an additional 6% (final multiple R = .57). No other predictor made a significant contribution to explaining variance in first or third-grade reading achievement.     

Preschool literacy experience and later reading achievement

During their children's preschool years, parents were asked about the frequencies of adult reading, parent-child reading, and children's solitary book activities in the home. Parental responses were compared for three groups of children defined according to the parents' reading skills and the children's reading achievement in Grade 2. The results indicated that the 22 preschoolers who became poorer readers had less frequent early literacy-related experiences than the 34 children who became better readers.     

Nonsymbolic and symbolic magnitude comparison skills as longitudinal predictors of mathematical achievement

What developmental roles do nonsymbolic (e.g., dot arrays) and symbolic (i.e., Arabic numerals) magnitude comparison skills play in children's mathematics? We assessed a large sample in kindergarten, grade 1 and 2 on two well-known nonsymbolic and symbolic magnitude comparison measures. We also assessed children's initial IQ and developing Working Memory (WM) capacities. Results demonstrated that symbolic and nonsymbolic comparison had different developmental trajectories; the first underwent larger developmental improvements. Both skills were longitudinal predictors of children's future mathematical achievement above and beyond IQ and WM. Nonsymbolic comparison was moderately predictive only in kindergarten. Symbolic comparison, however, was a robust and consistent predictor of future mathematics across all three years. It was a stronger predictor compared to nonsymbolic, and its predictive power at the early stages was even comparable to that of IQ. Furthermore, the present results raise several methodological implications regarding the role of different types of magnitude comparison measures.     

Teacher expectations and student literacy engagement and achievement

Notwithstanding the complex and dynamic nature of teaching and learning in schools, over four decades of research findings have consistently revealed a correlation between teacher expectations and student achievement. Focusing on teacher expectations for the narrative structures created by young children, this article features a discussion of data gathered during a multifaceted study with 7‐ and 8‐year‐old students. The overall purpose of the case study research was to explore the development of student understanding of elements of visual art and design and diverse narrative structures in picturebooks. For the culminating activity of the research, the students had opportunities to apply and transform their knowledge of the instructional foci when they composed their own multimodal print texts. Analysis of the students' narrative structures revealed the multiple forms of metalepsis, the purposeful breaking of storyworld/narrative boundaries, evident in their writing and artwork. In addition to a discussion about the socially situated nature of the children's multimodal text‐making, the article includes a consideration of the importance of teacher expectations with respect to student literacy engagement and achievement.     

IQ and neuropsychological predictors of academic achievement

Word reading and math computation scores were predicted from Wechsler Abbreviated Scale of Intelligence Full Scale IQ, 10 neuropsychological tests, and parent attention deficit hyperactivity disorder (ADHD) ratings in 214 general population elementary school children. IQ was the best single predictor of achievement. In addition, Digit Span contributed significantly to reading prediction, and the Developmental Test of Visual-Motor Integration (VMI) and Coding contributed to math prediction. The remaining neuropsychological test scores did not significantly improve achievement prediction. Exploratory factor analysis yielded a general ability factor (comprising the four IQ subtests, Digit Span, VMI, reading, and math), five factors made up solely of subtests from single measures (Wisconsin Card Sorting Test, Stroop Color and Word Test, Gordon Diagnostic System, California Verbal Learning Test, and ADHD ratings), a factor consisting of Grooved Pegboard Test and Coding, and a factor consisting of Symbol Search and Animal Naming Test.     

The literacy achievement of Norwegian minority students

The article presents the literacy achievement of Norwegian minority students, their reading habits, and their enjoyment of reading based on the Programme for International Student Assessment (PISA) 2000 study. Aspects of their family background and attitudes towards school are related to literacy achievement results. A comparison between Denmark, Sweden, Norway and Germany shows that the achievement gap between majority and minority students is larger in Denmark and Germany than in Norway and Sweden. A more detailed presentation of the Norwegian reading results shows that 35% of the Norwegian minority students perform at a level indicating that they are able to read in a technical sense, but they are unlikely to be able to use reading as an independent tool in acquiring knowledge and skills. The minority students' responses to questions about socio‐economic family background, reading habits, learning strategies and school motivation give a complex picture of their situation in Norwegian schools. The results indicate that there is some potential for equalising differences between minority students and majority students.     

WISC-R factor scores and student self-ratings of behavior as predictors of academic achievement

The capability of WISC-R Verbal Comprehension (VC), Perceptual Organization (PO), and Freedom from Distractibility (FD) factor scores and student self-ratings of behavior from the Behavior Rating Profile Student Rating Scales (BRP-SRS) to predict academic achievement was investigated. Previous research found that intellectual ability accounted for about 50% of the variance in achievement. Other noncognitive variables are expected to account for a portion of the remaining variance and add significantly to the prediction of achievement. Subjects were public school students referred for psychological evaluations due to learning and behavior problems in the classroom. The results of a multivariate multiple regression analysis indicated that VC and FD factors significantly predicted Woodcock-Johnson Reading, Mathematics, and Written Language cluster scores. The VC and FD factors accounted for a major portion of the variance in achievement. Behavioral self-ratings did not contribute significantly to the prediction of achievement scores.     

Academic commitment and self-efficacy as predictors of academic achievement in additional materials science

A great deal of research within science and engineering education revolves around academic success and retention of science and engineering students. It is well known that South Africa is experiencing, for various reasons, an acute shortage of engineers. Therefore, we think it is important to understand the factors that contribute to attrition rates in university students, and engineering students in particular. The theoretical framework for the present study draws on self-regulation theory, with particular reference to the role of self-efficacy and academic commitment. Participants comprised 127 engineering students in the second year of an augmented programme. They completed the Academic Commitment Scale and the Materials Science Self-efficacy Scale. Statistical analysis included correlation and regression analysis to test the hypothesis that self-efficacy and academic commitment would predict the semester mark. Our results indicated that the self-efficacy and meaningfulness of materials science are significant predictors of investment, and that investment predicts the final semester mark. We discuss the results in terms of debates about throughput and retention for engineering students and also implications for teaching and learning.     

Cognition and classroom quality as predictors of math achievement in the kindergarten year

Using a sample of 171 children, we examined classroom quality as a potential moderator of the link between three distinct but related aspects of cognition (fluid intelligence, crystallized intelligence, and executive functioning) and math achievement across the kindergarten year. Multilevel modeling analyses were conducted to account for nesting of students within classrooms. Results revealed significant aptitude by treatment interactions for fluid and crystallized intelligence, suggesting that classroom practices may affect children differently depending on their abilities. Children with higher levels of fluid intelligence and of crystallized intelligence fared better in higher quality classrooms. Results also provide some support for Cattell's investment hypothesis. Implications of the results are discussed.     

Racial-ethnic identity in mid-adolescence: content and change as predictors of academic achievement

Three aspects of racial-ethnic identity (REI)-feeling connected to one's racial-ethnic group (Connectedness), being aware that others may not value the in-group (Awareness of Racism), and feeling that one's in-group is characterized by academic attainment (Embedded Achievement)-were hypothesized to promote academic achievement. Youth randomly selected from 3 low-income, urban schools (n=98 African American, n=41 Latino) reported on their REI 4 times over 2 school years. Hierarchical linear modeling shows a small increase in REI and the predicted REI-grades relationship. Youth high in both REI Connectedness and Embedded Achievement attained better grade point average (GPA) at each point in time; youth high in REI Connectedness and Awareness of Racism at the beginning of 8th grade attained better GPA through 9th grade. Effects are not moderated by race-ethnicity.