Matthew effects in reading and mathematics: Examining developmental patterns in population data

This study examined whether Matthew effects were evident in developmental patterns of reading and mathematics skills from middle childhood to adolescence. We obtained standardized reading and mathematics scores at Grades 3, 5, 7 and 9 for full cohorts of students in two Australian states, NSW (N = 88,958, 48% female) and Victoria (N = 65,984, 49% female). Latent growth curve models were used to identify the best-fitting longitudinal trajectories of reading and mathematics, and to examine whether cumulative (i.e. a Matthew effect), compensatory, or stable interindividual differences characterized development in each domain. For both reading and mathematics, and in both samples, growth decelerated as grade levels increased, with latent basis models fitting the data better than linear models. Negative intercept-slope covariances, and decreasing variances at increasing grades in both domains indicated compensatory growth patterns, rather than cumulative patterns or Matthew effects. These results indicate that students with below average achievement at Grade 3 make greater gains to Grade 9 than their initially higher-achieving peers. Modeling growth trajectories in two longitudinal population datasets allows strong tests of theorized growth patterns for both reading and mathematics, and presents insights about developmental change in academic skills from middle childhood to adolescence.     

Science Learning: A path analysis of its links with reading comprehension,question-asking in class and science achievement

The purpose of this research was to build and test a conceptual model of the complex interrelationships between students' learning in science (learning approaches and self-regulation), their reading comprehension, question-asking in class and science achievement. These variables were measured by means of a test and a series of questionnaires administered to 604 ninth-grade students, and the data collected were analysed using a correlational, cross-sectional design. Results of a path analysis indicated that (a) students’ self-regulated and intentional knowledge-constructing activity (self-regulated strategy use, deep approach and knowledge-building) were what chiefly accounted for their question-asking in class; (b) question-asking (high and low levels) was related directly to reading comprehension and indirectly, through its contribution to the this, to academic achievement; (c) reading comprehension was directly and negatively associated with surface approach and indirectly and positively related to deep approach and knowledge-building; and (d) some of these variables, particularly reading comprehension, accounted for academic achievement in science. This model explained nearly 30% of the variance in academic achievement and provided a substantial and distinctive insight into the web of interrelationships among these variables. Implications for future research and science teaching and learning are discussed (e.g. the importance of supporting students' efforts to learn science in a meaningful, active and self-regulated way and of improving their reading comprehension).     

Performance in solving arithmetic problems: a comparison of children with different levels of achievement in mathematics and reading

The aim of the present study was to investigate the performance in arithmetic related to achievement levels in reading and mathematics. Basic arithmetical facts and multi‐step calculations were examined. The participants were 941 pupils aged 8 (N = 415), 10 (N = 274) and 13 (N = 252) years. The pupils were divided into four groups by standardized achievement tests. One group showed low achievement in both mathematics and reading (MLRL), a second group showed low achievement in mathematics only (ML‐only), a third group in reading only (RL‐only) and a fourth group showed normal achievement in both mathematics and reading (NA). The ML‐only and the MLRL groups did not differ significantly in basic arithmetical facts at any age level, but both groups performed below the RL‐only and NA groups. The two latter groups also performed similarly at all year levels. In multi‐step calculation all groups differed significantly at the lowest age level, with the NA as the group with the best achievement, followed by RL‐only, ML‐only and the MLRL group. At the two highest age levels the relations between the groups, in multi‐step calculation, were in accordance with the results regarding basic facts. The findings indicate, for both normal and low general mathematical ability, that low achievement in reading to a small extent interferes with the pupils’ development of arithmetic performance     

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.     

Longitudinal contributions of executive functioning and visual-spatial skills to mathematics learning in young Chinese children

One hundred sixty-five Hong Kong Chinese children were administered measures of early mathematics, visual-spatial skills, and executive functioning (working memory, inhibition, shifting, updating) once in kindergarten (mean age?=?62.80 months, SD?=?3.74) and again in first grade (mean age?=?77.25 months, SD?=?4.60). In kindergarten, visual-spatial skills, inhibition, shifting, and working memory were all uniquely associated with concurrent mathematics performance; in first grade, only working memory and visual-spatial skills were significantly related to concurrent mathematics abilities. Furthermore, working memory and visual-spatial skills in kindergarten predicted 19% of the variance in children’s mathematics performance in first grade, beyond the autoregressive effects of mathematics performance in kindergarten as well as demographic variables. Findings highlight the importance of working memory and visual-spatial skills for young Chinese children in mastering mathematics.     

Two approaches to teaching young children science concepts,vocabulary, and scientific problem-solving skills

The present study examined the efficacy of two different approaches to teaching designed to facilitate children's learning about science concepts and vocabulary related to objects’ floating and sinking and scientific problem-solving skills: responsive teaching (RT) and the combination of responsive teaching and explicit instruction (RT + EI). Participants included 104 children (51 boys) aged four to five years. Small groups of children were randomly assigned to one of the two intervention groups (RT, RT + EI) or to a control group. Responsive teaching (RT) reflects a common approach to teaching young children, and the combination approach (RT + EI) includes explicit instruction as well as responsive teaching. The two planned interventions were implemented with preschool children and provided evidence that (1) young children learned science concepts and vocabulary better when either responsive teaching or the combination of responsive teaching and explicit instruction was used; (2) children in the combined intervention group learned more science concepts and vocabulary and more content-specific scientific problem-solving skills than children in either the responsive teaching or control groups. Limitations, future directions, and implications for practice are also discussed.     

The role of teachers’ cognitive support in motivating young Hong Kong Chinese children to read and enhancing reading comprehension

This study analysed the reading lessons of 35 Hong Kong Grade 2 Chinese teachers to investigate whether their instructional practices were related to their students’ motivation and reading comprehension scores. The reading lessons of the teachers were analysed according to the five dimensions of the Motivating Instructional Context Inventory. Students’ subjective reports on their motivation and their teachers’ teaching performance, and their reading comprehension scores were collected. Hierarchical linear modelling showed that students tended to have better reading comprehension scores when their teachers provided more cognitive support and used more motivating instructional practices to motivate them to read.     

Antecedents and consequences of organized extracurricular activities among Chinese preschoolers in Hong Kong

Organized extracurricular activities (EAs) are an important component of the microsystem that impacts children's lives. Previous literature has primarily focused on school-aged children and youth in Western societies. This study utilized a longitudinal design and examined the antecedents and consequences of extracurricular participation in a sample of 194 Hong Kong Chinese preschoolers. The results showed that higher family socioeconomic status (SES) predicted higher levels of participation in EAs (e.g., attendance intensity and the breadth of participation). Children from higher-SES families were more likely to involve in non-academic-oriented EAs. Participation in EAs was generally associated with the growth trajectories of reading and math skills in children from less advantaged SES backgrounds, but not higher-SES children. In contrast, EA participation was not associated with children's social skills. Findings highlight the importance of examining the relationship between EA participation and children's early development in non-Western societies.     

Examining the reciprocal relations of mathematics anxiety to quantitative reasoning and number knowledge in Chinese children

This study aimed to examine the longitudinal relations of mathematics anxiety to quantitative reasoning and number knowledge in Chinese children. Three hundred and sixteen 6-year-old Chinese children in Hong Kong participated in two waves of assessments, eight months apart. Cross-lagged panel analyses showed that prior quantitative reasoning and number knowledge predicted lower mathematics anxiety, even after the effects of gender, mothers’ educational levels, and general anxiety were taken into account. However, earlier mathematics anxiety did not predict later quantitative reasoning and number knowledge. Our findings were consistent with the Deficit Theory, which postulates that mathematics anxiety comes from poor mathematical competence but not vice versa. We also found a reciprocal association between quantitative reasoning and number knowledge, in which initial quantitative reasoning had a stronger prediction on later number knowledge. Taken together with previous research, this result highlights the importance of quantitative reasoning in children’s mathematics learning and its role in mathematics education.     

Gender differences in reading: Examining text-based interest in relation to text characteristics and reading comprehension

Reading is a key competence for knowledge acquisition and learning processes. One important source of reading motivation is interest. Even though students' text-based interest often differs by gender, it remains unclear which text factors underlie these differences and whether text-based interest relates to reading comprehension among boys and girls. In a sample of 514 elementary students (47.2% girls), this study examined whether text topic, protagonists' gender, and text difficulty affect boys' and girls' text-based interest and whether interest and reading comprehension are intertwined. Based on a repeated within-subject design using fourteen narrative texts, the results indicated that boys' interest was higher in texts with male-attributed topics, male protagonists, and in more difficult texts. In contrast, girls’ interest was only affected by text difficulty. Text-based interest and reading comprehension were significantly related, albeit stronger for boys than for girls. The findings are discussed regarding future implications for research and educational practice.     

Classical Chinese reading instruction: Current practices and their relationship with students' strategy use and reading motivation

The study examined current practices in Classical Chinese (CC) reading instruction in Hong Kong and the relationship between different instructional practices and students' strategy use and motivation in CC reading. A total of 519 secondary students voluntarily responded to a questionnaire that measured their perception of CC reading instruction, strategy use, and motivation. The findings indicate while teachers frequently teach both the language and content aspects of CC reading, the teacher-centered approach they are now adopting is ineffective in facilitating students' CC reading development. Relations between different instructional approaches and students’ strategy use and motivation in CC reading are discussed.     

Delivering reading intervention to the poorest children: The case of Liberia and EGRA-Plus,a primary grade reading assessment and intervention

As governments, donors and implementation organisations re-focus Education for All Goals in terms of quality of education, increasing concerns have been raised over low literacy levels in developing countries. This paper provides key learning from the application of an early reading intervention applied in post-conflict Liberia, which included a robust assessment tool (Early Grade Reading Assessment) to measure the impact of the programme on students’ reading levels. A rationale for the design and methodology applied by the two implementing organisations (Research Triangle Institute (RTI) and Concern Worldwide) is provided, situated within the Liberian education context. The paper demonstrates the positive impact on programme quality, contextual relevancy and scale-up that a diagnostic baseline assessment has when linked to a tailored literacy intervention. Lessons learnt are presented to guide the identification of best practice in early literacy interventions at national-level and internationally.     

Complexity and contradiction: Disciplinary expert teachers in primary science and mathematics education

This article presents a systematic literature review about disciplinary expert teachers in primary science and mathematics education. This is a timely synthesis of the literature, as current reforms in teacher education in Australia and internationally require primary teachers to have specialised knowledge in a learning area. Systematic review protocols were used to identify and evaluate the relevance of numerous articles of which thirty-seven were included in the final analysis. Findings show insufficient evidence about whether expert teachers have a positive impact on instructional quality and student learning. Implications are discussed with reference to the current policy moment in Australia and teacher education more broadly.     

Linking pupil and teacher competence in reading and mathematics in Vietnam

This article reports results derived from the national study of Grade 5 in Vietnamese primary schools in which teachers and pupils took tests in reading and mathematics. The test data were calibrated so that teacher and pupil results could be mapped onto the same continuum. Results showed that the overlapping tests for teachers and pupils were appropriate for the pupils and easy for the teachers. Fit to the Rasch model indicated that the sets of items in both the reading and mathematics tests were each measuring a single domain. Teacher performances were predictably higher than those of the pupils. But there was a considerable overlap in scaled scores indicating that many Grade 5 pupils were out-performing a sub- sample of teachers. Of great concern were the analyses of aggregated results at provincial level. It was clear that the distribution of teacher competence in reading and mathematics was related to location of the provinces, and alarmingly so too was the distribution of pupil competence. The relationship between teacher and pupil competence was linear and indicated that pupil chances of improved learning were strongly linked to the competence of the teacher.     

Testing measurement invariance of PISA 2015 mathematics,science, and ICT scales using the alignment method

This study investigates measurement invariance of the mathematics, science, and ICT scales across the 47 countries that participated in the PISA 2015 ICT Familiarity Questionnaire. Knowing whether the same constructs and measurements can be reliably compared across countries constitutes an important goal. The Alignment method is employed to test the measurement invariance of the three scales. The results show that mathematics and science scores are highly invariant and can be used to compare countries, whereas the ICT scale is mostly non-invariant and cannot be used to reliably compare ICT means across all participating countries. Implications and limitations are discussed.     

Numerical competence in young children and in children with mathematics learning disabilities

A longitudinal study was conducted on 82 children to investigate, firstly the numerical competence of young children and the predictive value of (pre)-numerical tests in kindergarten, and, secondly, whether children's knowledge of the numerical system and representation of the number size is related to their computation and logical knowledge and to their counting skills. In an additional cross-sectional study on 30 children with a clinical diagnosis of mathematical learning disability (MLD) of 8,5 years, age- and ability-matched with 2 × 30 children the same parameters of numerical competence were assessed. The longitudinal data showed individual differences in numerosity, as well as the relationship between a delay in arithmetics in grade l and problems on numerosity in kindergarten. In the cross-sectional results some evidence was found for the independence of numerical abilities in MLD-children. About 13% of them had still severe pre-numerical processing deficits (in number sequence production, cardinality skills and logical knowledge) in grade 3. About 67% had severe difficulties in executing calculation procedures and a lack of conceptual knowledge. A feature of 87% of the MLD-children was severe translation deficits, with a significantly worse knowledge of number words compared with the knowledge of Arab numerals. Finally a severe deficit in subitizing was found to be present in 33% of the MLD children. On a group level the processing deficits were linked to understanding numerosity, since the ability-matched younger children and the MLD-children had the same pre-numerical and numerical profile. Implications for the assessment of mathematical disabilities and the value of TEDI-MATH® as an instrument in this process are discussed.     

The role of phonological memory,word recognition,and comprehension skills in reading development: from preschool to grade 2

We examined the relationships among phonologicalawareness, phonological memory, and development ofreading skills in a longitudinal study, by following222 Finnish preschoolers through the grade 2.The main focus was on the role of phonological memoryin word recognition and comprehension. The skillsassessed were verbal abilities, phonological memory,phonological awareness, word recognition, listeningand reading comprehension, altogether comprising themost extensive set of variables so far used in thestudy of phonological memory and reading. We proposeda structural equation model for the developmentalrelationships among the variables. This model waslargely confirmed by the data. The most significantpredictor of word recognition was phonologicalawareness. Phonological memory had only a weak effecton phonological awareness at preschool age, andvia this connection, a weak indirect effect on grade 1 word recognition. Contrary toexpectations, phonological memory also had asignificant, albeit weak effect on grade 2word recognition. Phonological memory did notdirectly affect reading comprehension. However,it was strongly related to listeningcomprehension at preschool, and via the strongeffects of both listening comprehension and wordrecognition on reading comprehension, there weresignificant indirect effects of phonological memory onreading comprehension. The results also underline thestability of development of phonological memory, wordrecognition, and comprehension from preschool to theend of grade 2.     

The developmental trajectories of mathematics anxiety: Cognitive,personality, and environmental correlates

Students who are highly anxious about mathematics-related activities generally exhibit lower mathematics achievement and motivation compared to their less anxious counterparts. Despite negative implications of mathematics anxiety (MA) on mathematics learning, there is a paucity of research examining how MA develops over time. Using the Longitudinal Study of American Youth dataset (N = 3116), the present study investigated two main questions regarding the development of MA in secondary school: (1) Is the development of MA characterized by a heterogeneous subset of growth trajectories? (2) How are time-varying personal and environmental factors (e.g., mathematics achievement; perceptions of math teachers) related to specific MA growth trajectories? Student MA was repeatedly assessed in six annual waves spanning across middle and high school. Using growth mixture modeling, we identified four growth trajectories of MA: (1) The non-anxious group that exhibited chronically low MA; (2) The highly anxious group which displayed moderately high MA over time; (3) The resilient group that exhibited high initial MA that steadily decreased over time; and (4) The vulnerable group that reported low initial MA that drastically increased over time. In addition, significant differences in the development of mathematics achievement, personality hardiness, and perceptions of mathematics teachers were found in these four MA groups. Findings highlight heterogeneity in the development of MA, identify middle school as a critical period for MA development, and emphasize the importance of examining developmental changes in cognitive, personality, and environmental factors to help clarify distinct MA trajectories across middle and high school.     

Cross-lagged cross-subject bidirectional predictions among achievements in mathematics,English language and Chinese language of school children

This study aimed to explore the cross-lagged association of achievements in mathematics and languages. While the effect of language on achievements in mathematics is well-documented, few studies have examined the reciprocal relationships among mathematics, the Chinese language and the English language in the same study. This study conducted a secondary analysis of longitudinal achievement data collected through the Territory-wide System Assessment (TSA) in Hong Kong. The sample comprised 48,547 third-grade, unbalanced bilingual students who were measured three times over six years: in 2007 (in Grade 3), 2010 (Grade 6) and 2013 (Grade 9). Multilevel cross-lagged analysis found prior achievement in a subject was the strongest predictor of achievement in that subject three years later. Furthermore, cross-subject bidirectional prediction was found among achievements in mathematics, Chinese language and English language for students from Grade 3 to Grade 6 and from Grade 6 to Grade 9.