A longitudinal analysis of the interaction of self-concept of aptitude and math achievement in elementary school children

European Journal of Psychology of Education -     

Age of entry,sex, and academic achievement in elementary school children

It was hypothesized that children who enter school at a relatively early age do less well on standard measures of school achievement than do their older peers. One hundred fifty-two children born in 1970 and attending grades one through six in an upper-middle-class, suburban school district were studied. In general, it was found that children born in the later quarters of the year did, in fact, perform less well than children in the same grade born earlier through grades one to four. Analyses of covariance yielded a main effect for birth quartile (p < .05) in most cases. A significant main effect for sex was found for language scores at grades two and three. Implications of these findings for age of school entry, educational programming, and screening procedures are discussed.     

Concurrent and longitudinal associations between parental educational involvement,teacher support,and math anxiety: The role of math learning involvement in elementary school children

Environmental and individual factors are regarded as powerful predictors of math anxiety. However, their joint contribution to predicting math anxiety has not been thoroughly explored. To address this, two studies were conducted to examine how parental educational involvement and teacher support related to math evaluation anxiety and learning math anxiety concurrently (Study 1) and longitudinally (Study 2) and whether the effect of parental educational involvement and teacher support on math anxiety needed to go through math learning involvement. Third-grade students (Study 1: N = 1780, Study 2: N = 1850) from three public elementary schools participated in the studies. Concurrent analyses revealed that higher parental educational involvement and teacher support were associated with higher math learning involvement and lower math anxiety. Moreover, math learning involvement partially mediated the relation between parental educational involvement and math evaluation anxiety, teacher support and math evaluation anxiety, teacher support and learning math anxiety, but fully mediated the relation between parental educational involvement and learning math anxiety. Longitudinally, robust associations were found between current parental educational involvement, current teacher support, and subsequent learning math anxiety. But similar patterns did not emerge in math evaluation anxiety. Specifically, the direct effect of parental educational involvement and teacher support on math evaluation anxiety was not significant. These findings suggested the importance of taking into account the dimension of math anxiety when understanding the mechanisms of math anxiety from a dynamic developmental perspective. We demonstrate areas that need improvement and suggest possible future directions.     

Reading,writing, and math self-concept in elementary school children: influence of dimensional comparison processes

The internal/external (I/E) frame of reference model (Marsh, Am Educ Res J 23:129–149, 1986) conceptualizes students' self-concepts as being formed by dimensional as well as social comparison processes. In the present study, the I/E model was tested and extended in a sample of elementary school children. Core academic skills of reading, writing, and math were related to corresponding and non-corresponding self-concept facets to determine the onset of dimensional contrast effects. School achievement and domain-specific academic self-concepts of 1,114 students from grades 1 to 3 were assessed. Negative paths were found for math achievement on reading self-concept and for reading achievement on math self-concept in the third grade. Math achievement was not associated negatively with writing self-concept. Positive influences were found within the verbal domain for writing achievement on reading self-concept from grade 1 onward. The results suggest a broad interpretation of the I/E model in which contrast as well as assimilation effects are possible. Factors influencing the dimensional comparison processes are discussed.     

Low expectations equal no expectations: Aspirations,motivation, and achievement in secondary school

Underachievement and failure to complete school have long-term negative consequences for students. Aspirations regarding completion of secondary school that predict achievement outcomes are related to factors amenable to intervention. This study investigates relationships between academic achievement and self-reported educational aspirations, motivation, affiliation with peers and teachers, and attributions. Survey participants were 5369 Year 10 and Year 11 students at 19 nationally representative secondary schools in New Zealand, and available achievement records were sourced for 2439 Year 11 students. Survey data were factor analyzed followed by further examination of relationships across demographic factors, self-reported aspirations, motivational factors (Doing My Best and Doing Just Enough), attributions, and interpersonal affiliations (Teacher and Peer). For Year 11 students, relationships between different factors and subsequent achievement were also analyzed. Students who indicated no aspiration to complete a school qualification were indistinguishable from those with low or moderate aspirations, and the analyses supported only two divergent groups comprising students with either low or high aspirations to complete qualifications. Aspirations were significantly related to different patterns of motivation, affiliation, and attributions predictive of academic achievement. Students of different ethnicity and gender also fell unequally across the two groups. These results suggest that promoting low or even moderate expectations and aspirations for student achievement may actually reinforce lower academic achievement. Instead, teachers and schools should communicate high expectations to prevent school failure and effective interventions to enhance student outcomes.     

Gendered pathways to educational aspirations: The role of academic self-concept,school burnout,achievement and interest in mathematics and reading

The aim of this study was to examine lower secondary school students' (N = 1152) pathways to educational aspirations. The study used multi-group structural equation modelling to investigate the predictions of academic self-concept, school burnout, achievement, and interest in mathematics and reading, in relation to educational aspirations for boys and girls. While certain factors were influential for students' academic aspirations irrespective of gender, some interesting differences also emerged. Academic self-concept and interest in reading predicted educational aspirations for both groups. However, gendered pathways emerged in how achievement and interest in mathematics predicted educational aspirations. Interest in mathematics predicted girls’ educational aspirations, whereas mathematics achievement was a significant predictor for boys. School burnout had negative indirect effects through interest in reading and mathematics in both groups, but for girls, there was also a direct positive effect on educational aspirations.     

Trajectories of math achievement and perceived math competence over high school and postsecondary education: effects of an all-girl curriculum in high school

This study investigated the benefits of all-girls' classroom instruction in math and/or science during Grades 9 and/or 10, within the context of a public co-educational high school. There were 118 participants in this longitudinal investigation: 26 girls in the all-girl classes, as well as 42 girls and 50 boys in the regular co-educational program. A range of pre-existing achievement, background, and psychological characteristics were included as covariates to ensure comparability of the groups. Individual growth curve modeling was used to examine how math achievement and perceived math competence changed over the course of high school and postsecondary education. Change was found to be nonlinear for both constructs (with math achievement starting high, dipping, and then recovering; and with perceived competence doing the opposite). The all-girl intervention appeared to act as a protective mechanism against the temporary decline in math achievement experienced by both co-ed boys and co-ed girls.     

Developmental changes in the relationship between magnitude acuities and mathematical achievement in elementary school children

The present study examined the developmental change in number and length acuities and their respective relationship with achievement in various domains of mathematics in second vs. fourth graders. Length acuity was measured with a comparison task, in which participants were asked to choose the longer between a pair of lines. Number acuity was measured with a comparison task, in which the participants were asked to choose the more numerous between a pair of dot arrays. Within each grade, length acuity was more precise compared to number acuity. Number acuity was higher in fourth compared to second grade, but length acuity did not differ between grades manifesting a ceiling effect. In second grade, only length acuity was correlated with overall math achievement, especially Geometry and Arithmetic. In fourth grade, only number acuity was correlated with overall mathematical achievement, especially Number Concept and Applied Problems. Taken together, the present study demonstrates that the relationship between magnitude acuities and math achievement dynamically change over the course of elementary school years and that the strength of this relationship may depend on the type of magnitude and the domain of mathematics.     

Executive functioning, metacognition, and self-perceived competence in elementary school children: an explorative study on their interrelations and their role for school achievement

In the present study, associations between executive functioning, metacognition, and self-perceived competence in the context of early academic outcomes were examined. A total of 209 children attending first grade were initially assessed in terms of their executive functioning and academic self-concept. One year later, children??s executive functioning, academic self-concept, metacognitive monitoring and control, as well as their achievement in mathematics and literacy were evaluated. Structural equation modeling revealed that executive functioning was significantly related to metacognitive control, both cross-sectionally and longitudinally, and that self-concept was substantially associated with metacognitive monitoring, both cross-sectionally and longitudinally. Individual differences in executive functioning and metacognitive control were significantly related to academic outcomes, with metacognitive control appearing to yield a more circumscribed influence on academic outcomes (only literacy) compared to executive functioning (literacy and mathematics).     

Developmental trajectories of children's educational expectations in China: Contributions of academic achievement and maternal expectations

This longitudinal study examined the overall and heterogeneous developmental trajectories of children's educational expectations and the effects of children’'s previous academic achievements and maternal educational expectations on these trajectories. The educational expectations of 3868 Chinese children (1839 girls; M_age = 9.42 ± 0.52) were investigated six times from the 4th to 6th grades. Children's previous academic achievement and maternal educational expectations were also collected during the first wave. The results showed that Chinese children's educational expectations generally increased in middle childhood and could be categorized into four classes: high stable-increasing, low stable-increasing, low quickly-increasing, and high quickly-decreasing. Furthermore, maternal educational expectations have the greatest influence on the initial level of children's educational expectations, whereas previous academic achievement has the greatest impact on the increasing rate of children's expectations. In addition, both factors contribute to classifying children into a high-stable increasing class in comparison to the other three classes. The findings indicate that Chinese children increase their educational expectations in middle childhood and continually adapt their expectations mainly based on their previous achievements. These findings could advance our understanding of the development of children’s educational expectations in the middle childhood period and provide educational practitioners with prospective factors to increase children’s educational expectations.     

Socio-economic status,cultural diversity and the aspirations of secondary students in the Western Suburbs of Melbourne,Australia

Using data from a recent survey of Australian secondary students, we find that those from higher socio-economic backgrounds are more likely to aspire to attend university. The same can be said for students who do not speak English at home. We find that students with an ethnic minority background are more likely to perceive higher levels of support from parents. However, we find that all students believe they receive encouragement from their parents to do well at school (rather than discouragement or disinterest), and that there is little difference in the level of importance placed on the views of parents between students from English and non-English speaking background. While interest in university education is strong across all socio-economic groups, particularly for students who do not speak English at home, there is a considerable gap between aspirations and enrolment levels. We suggest that this ‘aspirations gap’ is larger for students from low socio-economic backgrounds. This analysis also supports growing evidence that the postcode methodology for allocating socio-economic status to individuals is unreliable.     

Negative school factors and their influence on math and science achievement in TIMSS 2003

The aim of the present study was to conduct an analysis of TIMSS (Trends in International Mathematics and Science Study) 2003 database and to determine how negative school factors, such as aggression, are associated to the mathematical and science achievement of students. The analyses were conducted separately for national and international data. National analyses for Slovenia show significant associations between math and science achievement and the experience of aggressive behaviour. Students who experienced aggressive behaviour scored lower in math and science, both in the fourth and in the eighth grade. The results of the regression analysis show that negative factors, such as aggressive behaviour, are good predictors of educational achievement in Slovenia. International analyses for the selected countries (high‐ and low‐achieving countries from the whole TIMSS population) confirm that this type of finding is culturally impartial as well as valid for the level of achievement both in math and in science.     

Contemporaneous and longitudinal associations between social behavior and literacy achievement in a sample of low-income elementary school children

This study investigates associations between social skills (aggression and prosocial behavior) and literacy achievement in a sample of low-income children (between 4 and 6 years old when the study began) during elementary school. Results revealed consistent associations between social skills and literacy achievement in the first, third, and fifth grades, but the patterns of the associations were different for aggression and prosocial behavior. While the strength of the association between aggression and literacy achievement increased over the elementary grades, the association between prosocial behavior and literacy achievement decreased. In addition, path analyses revealed that poor literacy achievement in the first and third grades predicted relatively high aggressive behavior in the third and fifth grades, respectively.     

The investigation of school effects on student achievement in science: A multilevel analysis of educational data

The Second International Science Study provides a large Australian data base for the purpose of secondary analyses. This data base consists of a large number of student and school level variables which were examined with reference to the students nested within the schools. Multilevel analysis involves the use of the hierarchical linear model to adequately compensate for variability between-schools, as well as within-schools. The role of the school organization and effects such as the average student ability and average social factors were found to substantially influence student achievement in science. These school effects were also found to influence boys and girls differently with respect to their science achievement as measured by the tests in this study. Specializations: large scale data analysis, gender differences, socioeconomic factors, epidemiology.