Johan Korhonen

Language and Mathematical Performance: a Comparison of Lower Secondary School Students with Different Level of Mathematical Skills

This study investigated the connection between language (i.e., word comprehension, reading comprehension and spelling skills) and mathematical performance. The sample consisted of grade nine students (N = 810) in 14 lower secondary schools in the Swedish speaking areas of Finland. Standardized tests for reading and writing skills, and mathematical performance were used. Based on the mathematics test the students were categorized into eight performance groups. Many students had problems in both mathematics and language performance. On the whole data level reading skills were a powerful predictor for math performance, the reading factor explained 52% of the variance in the model. Hence, the reading skills focusing on understanding of the text are important in solving mathematical tasks at the end of compulsory school.

A cross-national comparison of test anxiety in Swedish and Finnish grade 3 pupils: Measured by the CTAS

The education systems in Sweden and Finland have different formal and informal testing traditions. A recognised possible adverse effect of testing is test anxiety among pupils and students which may have a negative impact on examination performance. Research into which factors of testing practice affect the levels of test anxiety in younger pupils in real classroom settings is a neglected area internationally yet holds great importance for school practitioners. A cross-national study was conducted to determine whether there are any differences in test anxiety between groups of young pupils in Sweden and Finland, as measured by the Children’s Test Anxiety Scale (the CTAS), and whether these differences are ‘real’ differences or a result of differential item functioning. The dimensionality of the CTAS construct is further examined. Exploratory Structural Equation Modelling was used to analyse the data obtained. Partial measurement invariance with respect to nationality and gender was achieved, demonstrating that the CTAS accurately measures latent constructs such as thoughts, autonomic reactions and off-task behaviours in boys and girls, and Swedish and Finnish pupils. No differences were found in the levels of test anxiety experienced by Swedish and Finnish pupils. Girls reported higher levels of autonomic reactions related to test anxiety, but no gender differences in thoughts and off-task behaviours were identified. Methodological limitations and the future implications of the results obtained are discussed.

Children's mathematical achievement and how it relates to working memory, test anxiety and self-regulation: A person-centred approach

Meeting the challenges of teaching to all individuals requires a multifaceted approach, especially from the Swedish standpoint of inclusive education for all pupils. In the context of applied standards for receiving special educational provision, the present paper strives to shed light on the scope of novel indicators which can accommodate pupils’ different needs. Founded on three established and robust psycho-educational concepts – working memory, test anxiety and self-regulation – all of which are important for educational, social, emotional and behavioural development, the present study examines those concepts in terms of profiles and their relations to mathematical achievement. A battery of tests was completed by 624 children between the ages of 8 and 10 to assess their working memory, test anxiety, self-regulation, and mathematical achievement. Person-centred analyses confirmed the negative academic outcomes associated with the aforementioned variables but also revealed individual variations that warrant attention. Further, pupils labelled with an ‘At-risk’ profile were more likely to achieve low Maths scores, compared to pupils with an ‘In-vigour’ profile. An implication for special educational provision is discussed, and practical suggestions are provided.

Cultural and Gender Differences in Experiences and Expression of Test Anxiety Among Chinese, Finnish, and Swedish Grade 3 Pupils

While test anxiety has been studied extensively, little consideration has been given to the cultural impacts of childrens experiences and expressions of test anxiety. The aim of this work was to examine whether variance in test anxiety scores can be predicted based on gender and cultural setting. Three hundred and ninety-eight pupils in Grade 3 in China, Finland, and Sweden, each of which has different testing realities, completed the Childrens Test Anxiety Scale (CTAS). Exploratory structural equation modeling (ESEM) results indicated that the Chinese sample scored more highly on the autonomic reactions component, whereas the Nordic sample scored higher on the off-task behaviors component. Significant interaction effects between gender and culture were also observed: The Nordic girls exhibited higher levels of autonomic reactions, but the opposite was seen in the Chinese sample, with boys reporting higher levels of the cognitive component. The conceptualization of test anxiety encompassing the off-task behaviors component does not appear to be universal for children. It is also suggested that gender differences vary as a function of culture.

Untangling the Contribution of the Subcomponents of Working Memory to Mathematical Proficiency as Measured by the National Tests: A Study among Swedish Third Graders

The aim with the present study was to examine the relationship between the subcomponents in working memory (WM) and mathematical performance, as measured by the National tests in a sample of 597 Swedish third-grade pupils. In line with compelling evidence of other studies, individual differences in WM capacity significantly predicted mathematical performance. Dividing the sample into four groups, based on their mathematical performance, revealed that mathematical ability can be conceptualized in terms of different WM profiles. Pupils categorized as High-math performers particularly differed from the other three groups in having a significant higher phonological ability. In contrast, pupils categorized as Low-math performers were particularly characterized by having a significant lower visuo-spatial ability. Findings suggest that it is important for educators to recognize and acknowledge individual differences in WM to support mathematical achievement at an individual level.

Behavioral Executive Functions Among Adolescents With Mathematics Difficulties

This study investigates behavioral executive functions (EFs) in the mathematics classroom context among adolescents with different mathematics performance levels. The EF problems were assessed by teachers using a behavioral rating inventory. Using cutoff scores on a standardized mathematics assessment, groups with mathematics difficulties (MD; n = 124), low mathematics performance (LA; n = 140), and average or higher scores (AC; n = 355) were identified. Results showed that the MD group had more problems with distractibility, directing attention, shifting attention, initiative, execution of action, planning, and evaluation than the LA group, whereas the differences in hyperactivity, impulsivity, and sustaining attention were not significant. Compared to the AC group, the MD group showed more problems with all behavioral EFs except hyperactivity and impulsivity, while the LA group showed more problems only with shifting attention. Male adolescents showed more behavioral EF problems than female adolescents, but this gender difference was negligible within the MD group. The practical implications of the results are discussed.

Additive and multiplicative effects of working memory and test anxiety on mathematics performance in grade 3 students

Abstract The aim of this study was to investigate the interplay between test anxiety and working memory (WM) on mathematics performance in younger children. A sample of 624 grade 3 students completed a test battery consisting of a test anxiety scale, WM tasks and the Swedish national examination in mathematics for grade 3. The main effects of test anxiety and WM, and the two-way interaction between test anxiety and WM on mathematics performance, were modelled with structural equation modelling techniques. Additionally, the effects were also tested separately on tasks with high WM demands (mathematical problem-solving) versus low WM demands (basic arithmetic). As expected, WM positively predicted mathematics performance in all three models (overall mathematics performance, problem-solving tasks, and basic arithmetic). Test anxiety had a negative effect on problem-solving on the whole sample level but concerning basic arithmetic only students with lower WM were affected by the negative effects of test anxiety on performance. Thus, students with low WM are more vulnerable to the negative effects of test anxiety in low WM tasks like basic arithmetic. The results are discussed in relation to the early identification of test anxiety.

Children's Early Numeracy in Finland and Iran.

This research investigates similarities and differences in young childrens early numeracy skills related to age, nationality and gender. The participants were five- to seven-year-old children from Finland and Iran. Early numeracy was investigated by using tasks measuring number-related relational skills (e.g. comparison, one-to-one correspondence) and counting skills (e.g. enumeration, number-word sequence skills). A hybrid multigroup, multiple-indicator-multiple-cause (MIMIC) approach to factorial invariance and latent mean differences between groups was used. The results showed that Finnish children had better scores in relational and counting tasks than did children in Iran. There was a gender difference in relational skills favouring girls in both countries. Younger children had weaker early numeracy skills than the older children in both countries. Comparing age groups in both countries shows a bigger difference in counting skills between young Iranian and Finnish children than between older children in both countries. The results are discussed in the context of early mathematics learning and gender equity in schooling.

Special education and subject teachers’ self-perceived readiness to teach mathematics to low-performing middle school students

Educational reforms during the last decade have led to a more inclusive environment for students with different needs and have placed demands on teachers’ readiness to instruct diverse students in the general classroom. Previous research has ascertained that student achievement is correlated with teacher quality and teachers’ efficacy beliefs. Today, basic competence in mathematics is more important than ever for managing routine day-to-day activities and therefore, identifying and educationally supporting students with low performance in mathematics is necessary. The aim of the study was to investigate the perceived teacher efficacy beliefs of special education and mathematics teachers when teaching mathematics to low-performing middle school students. Results indicated that special education teachers had higher teacher efficacy beliefs than mathematics teachers. Teacher experience, certification or gender had no effect on teachers’ efficacy beliefs. Furthermore, subject teachers reported high pedagogical knowledge for teaching low-performing students, and special education teachers reported having moderate mathematical subject knowledge.

Academic Well-Being, Mathematics Performance, and Educational Aspirations in Lower Secondary Education: Changes Within a School Year

It has been suggested that both performance and academic well-being play a role in adolescent students’ educational attainment and school dropout. In this study, we therefore examined, first, what kinds of academic well-being (i.e., school burnout, schoolwork engagement, and mathematics self-concept) and mathematics performance profiles can be identified among lower secondary school students (Ngrade 7 = 583, Ngrade 9 = 497); second, how stable these profiles are across one school year during the seventh and ninth grades; and, third, how students with different academic well-being and mathematics performance profiles differ with respect to their educational aspirations. By means of latent profile analyses, three groups of students in seventh grade: thriving (34%), average (51%), and negative academic well-being (15%) and four groups of students in ninth grade: thriving (25%), average (50%), negative academic well-being (18%), and low-performing (7%) with distinct well-being and mathematics performance profiles were identified. Configural frequency analyses revealed that the profiles were relatively stable across one school year; 60% of the students displayed identical profiles over time. The thriving students reported the highest educational aspirations compared to the other groups. In addition, the low-performing students in the ninth grade had the lowest educational aspirations just before the transition to upper secondary school. Practical implications as well as directions for future research are discussed.