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Purpose: The present study investigated whether the number of syllables affects developing readers’ word recognition when controlling for word length and word frequency and, if so, whether the effect is dependent on reading fluency. The target language was Finnish, a language with a transparent orthography and a simple syllable structure. Method: Eye movements of 142 third and fourth graders were recorded during silent reading of two stories. Reading fluency was assessed separately. For analyses, a data subset containing words of a certain length (6,7,9 letters) and varying syllable number (2,3,4 syllables) was extracted from the data set. Using linear mixed-effects modeling, the effect of the syllable number on various eye-tracking measures across different levels of reading fluency was studied. Results: Results revealed a statistically significant, impeding number of syllables effect in first fixation duration but non-significant effects in the later reading measures. Furthermore, fluent and dysfluent readers did not differ regarding the number of syllables effect. Conclusion: These findings suggest that in Finnish developing readers, syllabic parsing is a highly rapid and automatized process, which predominantly takes place during the early holistic orthographic processing of a word, and that qualitatively similar orthographic processing occurs in fluent and dysfluent beginning readers. peerReviewed

This study quantified the possible learning losses in reading and math skills among a sample of Finnish Grade 3 children (n = 198) who spent 8 weeks in distance learning during the first wave of the COVID-19 pandemic in spring 2020. We compared their reading and math skill development trajectories across Grades 1, 2, and 4 to a pre-COVID sample (N = 378). We also examined if gender, parental education, maternal homework involvement, and child’s task-avoidant behavior predict children’s academic skills at Grade 4 differently in the pre-COVID sample compared with the COVID sample. Children’s reading and math skills were tested, mothers reported their education and homework involvement, and teachers rated children’s task-avoidant behavior. The results showed, on average, lower reading skills in the COVID sample than in the pre-COVID sample but there were no differences in math skills. Although the COVID sample had lower levels in reading, their developmental trajectories in reading and math skills were not different from the pre-COVID sample before the pandemic in Grades 1 and 2. From Grade 2 to 4, however, the development was slower in reading fluency and comprehension in the COVID sample, but not in math. The predictors of change from Grade 2 to 4 in reading and math skills were not different in the samples. The results showed that the development of reading skills in particular may have been affected by the COVID-19 pandemic.

Children who like to read and write tend to be better at it. This association is typically interpreted as enjoyment impacting engagement in literacy activities, which boosts literacy skills. We fitted direction-of-causation models to partial data of 3690 Finnish twins aged 12. Literacy skills were rated by the twins' teachers and literacy enjoyment by the twins themselves. A bivariate twin model showed substantial genetic influences on literacy skills (70%) and literacy enjoyment (35%). In both skills and enjoyment, shared-environmental influences explained about 20% in each. The best-fitting direction-of-causation model showed that skills impacted enjoyment, while the influence in the other direction was zero. The genetic influences on skills influenced enjoyment, likely via the skills -> enjoyment path. This indicates an active gene-environment correlation: children with an aptitude for good literacy skills are more likely to enjoy reading and seek out literacy activities. To a lesser extent, it was also the shared-environmental influences on children's skills that propagated to influence children's literacy enjoyment. Environmental influences that foster children's literacy skills (e.g., families and schools), also foster children's love for reading and writing. These findings underline the importance of nurturing children's literacy skills. Highlights It's known that how much children enjoy reading and writing and how good they are at it correlates similar to 0.30, but causality remains unknown. We tested the direction of causation in 3690 twins aged 12. Literacy skills impacted literacy enjoyment, but not the other way around. Genetics influence children's literacy skills and how much they like and choose to read and write, indicating genetic niche picking.

Background Adapting instruction to individual students' needs is known to be effective, but there is a lack of evidence whether students' reading skills are associated with literacy instruction activities at classroom-level. Both the content of the literacy instruction and teachers' instructional support through instructional management are considered. Methods The data were collected in the context of Finland where first graders' reading skills show great variation at school entry but rapid progress. Students (n = 616) were individually tested on their reading skills, and literacy lessons in 35 classrooms were video recorded in the autumn of first grade. Multilevel path analyses were conducted to examine the classroom-level associations between reading skills (accuracy and fluency) and three types of literacy instruction activities (coded from the video recordings). The number of students present and the teachers' work experience were controlled in the analyses. Results The results indicated that, at classroom-level, lower average reading skills were associated with more lesson time allocated to code-focused activities such as decoding and spelling tasks in which instructional management was directed for the whole group. In turn, higher average reading skills in classrooms were associated with more lesson time allocated to individual or small group assignments. The reading skills were not associated with meaning-focused activities such as text-level reading activities and class discussions with the whole group. Conclusions In early literacy lessons, students' reading skills were associated with teachers' implementation of different literacy instruction activities at classroom-level. In classrooms with more students having already acquired basic decoding skills, teachers provided more classroom time for independent practice and individual support, which is likely to support consolidation of students' literacy skills. peerReviewed

This study examined students’ ability to select relevant ideas from multiple online texts and integrate those ideas in their written products. Students (N = 162) used a web-based platform to complete an online inquiry task in which they read three texts presenting different perspectives on computer gaming and wrote an article for a school magazine on the issue based on these texts. Students selected two snippets from each text during reading and wrote their article with the selected snippets available. The selected snippets were scored according to their relevance for completing the task, and the written products were scored according to their integration quality. The results showed that most students performed well on the selection task. However, nearly half of the written products were characterized by poor integration quality. The hierarchical multiple regression analysis showed that students’ selection of relevant ideas from the texts contributed to their integration of information across texts over and above both reading fluency and reading comprehension skills. The study provides new evidence on the relationship between selection and integration when younger students work with multiple texts, and both theoretical and educational implications of these findings are discussed.

Purpose We aim to identify the most accurate model for predicting adolescent (Grade 9) reading difficulties (RD) in reading fluency and reading comprehension using 17 kindergarten-age variables. Three models (neural networks, linear, and mixture) were compared based on their accuracy in predicting RD. We also examined whether the same or a different set of kindergarten-age factors emerge as the strongest predictors of reading fluency and comprehension difficulties across the models. Method RD were identified in a Finnish sample (N ≈ 2,000) based on Grade 9 difficulties in reading fluency and reading comprehension. The predictors assessed in kindergarten included gender, parental factors (e.g., parental RD, education level), cognitive skills (e.g., phonological awareness, RAN), home literacy environment, and task-avoidant behavior. Results The results suggested that the neural networks model is the most accurate method, as compared to the linear and mixture models or their combination, for the early prediction of adolescent reading fluency and reading comprehension difficulties. The three models elicited rather similar results regarding the predictors, highlighting the importance of RAN, letter knowledge, vocabulary, reading words, number counting, gender, and maternal education. Conclusion The results suggest that neural networks have strong promise in the field of reading research for the early identification of RD. peerReviewed

Reading skills were part of Christian education in early modern Finland. According to the church law (1686), it was a task of parents to teach their children to read. If they were unable to do it, for example because they were illiterate themselves, they could receive help from their parish. It was important for a Christian to acquaint him/herself with the basics of Christianity by reading the Catechism. The ability to read was not sufficient. People were also supposed to understand the text they read. If they did not understand it, they were not motivated to read. Among the understanding strategies memorising was used most frequently. It was based on repetitive reading, which was a common reading strategy in early modern Finland – not least because the amount of books in vernacular was still small. The same texts were read again and again. The strategy is also called intensive reading. Better readers even used observation strategies. They estimated their knowledge and understanding during the reading process. According to Deci and Ryan (Motivation, Personality and Development within Embedded Social Contexts: An Overview of Self-Determination Theory, 2012), there are three fundamental psychological needs, which bring not only well-being but also motivation to people. They are competence, autonomy and relationship. In early modern Finland these needs were satisfied in various ways. In general, those who were more familiar with religious speech and reading, as a result of their family background or because of their friends, learnt quickly, made better progress and proved their competence and autonomy in reading. Others, who had less support from their family or community, had poorer religious vocabulary, more difficulties to understand what they read and less motivation to read. They were afraid of the examinations in the Catechism and of the social pressure in such circumstances. They also felt inadequacy in reading.

Progress in International Reading Literacy Study (PIRLS) focuses on the reading proficiency of students mostly in the fourth year of schooling. A wide selection of studies has shown that family background and early literacy activities at home have substantial associations with student achievement in reading literacy. However, research focusing on teacher qualities and teaching processes is inadequate. In this study, we focus on associations of teacher quality (formal qualifications and professional identity) and instructional quality (classroom management, cognitive activation and teacher support) with cognitive and affective-motivational student outcomes (variables Reading Achievement, Students Confident in Reading, and Students Like Reading). We analyzed PIRLS 2016 data from four Nordic countries (Denmark, Finland, Norway, and Sweden), consisting altogether of 923 teachers and 17,161 students. Using path analysis, we considered selected background variables from teacher and student questionnaires in relation to the outcomes. Overall, the associations of student outcomes with teacher quality and instruction quality were found to be weak in all the countries, and there was little variation between the countries. The strongest association observed in all countries was the positive relation between Teacher Support Perceived by Students and Students Like Reading. Further, a positive Working Atmosphere in the Classroom tended to promote Reading Achievement and Students Confident in Reading. Teacher’s Specialization in reading and the language of the test was positively associated with Teacher’s Self-Efficacy in teaching reading, which in turn was related to measures of instructional quality. The implications for practice are discussed.

Background In 2018, it was found that only a quarter of Grade 3 children in India were reading at grade level. A growing demand for English education has further limited children's literacy achievement. Despite a strong evidence base in favour of using systematic phonics for building English literacy skills, many teachers in India continue to use rote-methods of literacy instruction. Objectives We aimed to examine the efficacy of GraphoLearn (GL) English Rime, a computer-assisted reading intervention, in improving the foundational literacy skills of 1st and 2nd grade students who were attending an English medium school in India. Methods A total of 136 students across 6 classrooms were randomly allocated to play either GL or a control math game over a 5-week intervention period. Students were pre- and post-tested on various English literacy skills using tasks built into the GL software as well as through oral and paper-based tasks. Results and Conclusions Students who played GL showed significantly greater and faster development on in-game measures of letter-sound knowledge, rime unit recognition, and word recognition as compared to students who did not play GL. In addition, GL resulted in greater effects on these measures for students with stronger English literacy skills prior to the start of the intervention. No differences were found between groups on the oral and paper-based tasks. Implications GL was able to quickly and effectively teach critical sub-skills for reading. However, a lack of effects on the out-of-game measures opens the door for further discussion on the successful implementation of such interventions. peerReviewed

The aim of the study was to examine which predictor variables are related to literacy skills among monolingual Swedish (n = 269) and bilingual Finnish–Swedish (n = 229) children at the first grade in the Swedish-speaking schools in Finland. The participants were assessed in phonological awareness, letter knowledge, rapid automatized naming (RAN), word recognition, reading fluency, and spelling. The results showed that RAN was the most significant predictor of reading and spelling skills in both language groups, and monolingual children performed significantly better in RAN. Moreover, letter knowledge predicted reading and spelling skills in both groups. However, no significant differences between language groups in reading and spelling skills were observed. The results emphasize the importance of interpreting the pre-literacy screening, especially with bilingual children. peerReviewed

The aim of the study was to analyse literacy instruction activities and their associations with the reading performance of first graders in Estonia and Finland, two countries that share similar orthographies and educational systems but differ in the onset of formal reading instruction. The contents of 33 Literacy lessons in first grade spring were analysed and students’ (NEST = 415, NFIN = 154) reading performance was assessed in first grade autumn and spring. The results showed that there were more similarities than differences between the countries in literacy instruction activities, but some country-specific interaction effects were found between students’ reading performance and contents of the instruction. Especially the slopes of reading performance development among Finnish beginning readers differed from the other readers in both countries with respect to the content of literacy instruction. The results highlight the importance of responsiveness to students’ needs in early school years literacy instruction. peerReviewed

By investigating children whose parents have dyslexia, family risk (FR) studies are expanding our understanding of the intergenerational transmission of dyslexia. These studies, however, vary in their identification of FR, and how the use of different identification methods influences research findings and conclusions is yet to be systematically investigated. This study aims to evaluate the association between two FR identification methods—parental self-reports and direct skill assessments—and their unique contributions in the prediction of children's reading. The study employed two datasets: a prospective FR sample (half of the parents in the sample had dyslexia and the remaining half did not) and an unselected sample. Parental self-reports and direct skill assessments correlated strongly (.60) in the prospective FR sample and moderately (.42) in the unselected sample. Moreover, both FR identification methods were almost equally predictive of children's reading (explaining 5%–9% of the variance at different time points) in the prospective FR sample only. In the prediction of the children's skills, the two methods complemented each other only for some of the measures. At the same time, in the unselected sample, parental skills were not predictive of children's reading, whereas self-reports were. The two FR identification methods seem to have equally high predictive power when the variability in parental data is high. However, they lose their predictive power when either the lower or higher end of the parental reading distribution is underrepresented. peerReviewed

A randomized controlled trial was conducted to study the effectiveness of two readers’ theater (RT) programs in promoting reading skills and motivation of dysfluent readers in Grades 3–4. One program (RT Goal) included a goal of preparing a performance for an audience (n = 50), while another program (RT Practice) did not include such a goal (n = 49). A group of dysfluent readers receiving traditional oral reading intervention (Control group; n = 59) and a group of classroom peers (Mainstream group; n = 159) served as controls. The results indicate that both RT groups and the Control group developed at a higher rate in oral reading speed during the intervention period than the Mainstream group. The RT Goal program was associated with higher engagement ratings and a temporary reduction in reading errors and oral reading anxiety. RT had no effects on silent reading skills or reading self-efficacy. peerReviewed

his study investigated special educational needs (SEN) teachers’ (n = 29) assessment practices and the accuracy of their ratings of the students’ (M age = 12.75 years, n = 55) skill levels in reading fluency and reading comprehension. Teachers rated their sixth grade students’ fluency and comprehension on a three-point scale, and the students were also tested in group tests. Results showed that SEN teachers used several assessment practices simultaneously but mostly relied on observations. The correlations between the teacher ratings and the test scores were significant but moderate in fluency and weak in comprehension. Only two thirds of low-performing students having difficulties in fluency or comprehension were identified. Additionally, identification of students with typical reading comprehension was inaccurate. peerReviewed

Self-efficacious children are expected to be more task-focused in challenging achievement situations and consequently have better chances of overcoming learning difficulties than children who have lower self-efficacy. The present study investigates this presumption with Finnish-speaking first graders struggling with reading acquisition ( N = 285). The development of the children’s reading fluency, self-efficacy, and task avoidance was followed from the middle of Grade 1 to the end of Grade 2, and a 6-week mobile game-based intervention was administered to those who exhibited the greatest risk for reading disabilities (≤ 5th percentile). Exploratory structural equation modeling was used to test the theoretical model. The results suggest that higher self-efficacy in the middle of Grade 1 predicted lower task avoidance and higher reading fluency at the end of Grade 1, but no support for the mediating role of task avoidance was found. The intervention benefited both self-efficacy and reading fluency.

The associations among readers’ cognitive skills (general cognitive ability, reading skills, and attentional functioning), task demands (easy versus difficult questions), and process measures (total fixation time on relevant and irrelevant paragraphs) was investigated to explain task-oriented reading accuracy and efficiency (number of scores in a given time unit). Structural equation modeling was applied to a large dataset collected with sixth-grade students, which included samples of dysfluent readers and those with attention difficulties. The results are in line with previous findings regarding the dominant role of general cognitive ability in the accuracy of task-oriented reading. However, efficiency in task-oriented reading was mostly explained by the shorter viewing times of both paragraph types (i.e., relevant and irrelevant), which were modestly explained by general cognitive ability and reading fluency. These findings suggest that high efficiency in task orientation is obtained by relying on a selective reading strategy when reading both irrelevant and relevant paragraphs. The selective reading strategy seems to be specifically learned, and this potentially applies to most students, even those with low cognitive abilities.

This study investigated cross-lagged associations between parental trust in a child’s teacher and children’s academic interest across Grades 1–4 in primary school. Parents rated trust in their child’s teacher, and 576 children reported their interest in reading and math at each grade. The results showed that high parental trust in a child’s teacher predicted the child’s high interest in math. In addition, the child’s high interest in reading in Grade 2 was related to the father’s subsequent trust in the teacher. peerReviewed

The present study examined whether learning disabilities (LD) in reading and/or math (i.e., reading disability [RD], math disability [MD], and RD+MD) co-occur with other diagnoses. The data comprised a clinical sample (n= 430) with LD identified in childhood and a sample of matched controls (n= 2,140). Their medical diagnoses (according to the International Classification of Diseases nosology) until adulthood (20–39 years) were analyzed. The co-occurrence of LD with neurodevelopmental disorders was considered a homotypic comorbidity, and co-occurrence with disorders or diseases from the other diagnostic categories (i.e., mental and behavioral disorders, diseases of the nervous system, injuries, other medical or physical diagnoses) was considered a heterotypic comorbidity. Both homotypic and heterotypic comorbidity were more common in the LD group. Co-occurring neurodevelopmental disorders were the most prominent comorbid disorders, but mental and behavioral disorders, diseases of the nervous system, and injuries were also pronounced in the LD group. Accumulation of diagnoses across the diagnostic categories was more common in the LD group. No differences were found among the RD, MD, and RD+MD subgroups. The findings are relevant from the theoretical perspective, as well as for clinical and educational practice, as they provide understanding regarding individual distress and guiding for the planning of support. peerReviewed

Does reading a lot lead to better reading skills, or does reading a lot follow from high initial reading skills? The authors present a longitudinal study of how much children choose to read and how well they decode and comprehend texts. This is the first study to examine the codevelopment of print exposure with both fluency and comprehension throughout childhood using autocorrelations. Print exposure was operationalized as children’s amount of independent reading for pleasure. Two hundred children were followed from age 5 to age 15. Print exposure was assessed at ages 5, 7, 8, 9, and 13. Prereading skills were tested at age 5 and reading skills at ages 7, 8, 9, 14, and 15 (the latter with the Programme for International Student Assessment [PISA]). Before children learned to read (i.e., age 5), prereading skills and print exposure were not linked. Path analyses showed that children’s print exposure and reading skills reciprocally influence each other. During the early school years, the effects run from reading fluency to comprehension and print exposure, so from skills to amount. The effect of accumulated practice only emerged in adolescence. Reading fluency, comprehension, and print exposure were all important predictors of age 15 PISA reading comprehension. These findings were largely confirmed by post hoc models with random intercepts. Because foundational reading skills predicted changes in later reading comprehension and print exposure, the authors speculate that intervening decoding difficulties may positively impact exposure to and comprehension of texts. How much children read seems to matter most after the shift from learning to read to reading to learn. peerReviewed

It is well-known that very preterm children perform at lower levels than full-term children in reading and arithmetic at school. Whether the lower performance levels of preterm children in these two separate domains have the same or different origins, however, is not clear. The present study examined the extent to which prematurity is associated with the overlap (i.e., common variance) of reading and arithmetic among Finnish school beginners. We also examined the extent to which the association of prematurity with the overlap between reading and arithmetic is due to different prereading skills, basic number skills, and general cognitive abilities. The participants (age 6-7) consisted of 193 very preterm children (

We investigated the longitudinal links between parental teaching of reading and spelling and children’s word reading and spelling skills. Data of 244 Lithuanian parent–child dyads were analyzed, who were followed across three time points: end of kindergarten (T1; Mage = 6.88; 116 girls), beginning of Grade 1 (T2), and end of Grade 1 (T3). The children’s word reading and spelling skills were tested, and the parents answered questionnaires on the frequency with which they taught their children reading and spelling. Overall, the results showed that the parents were responsive to their children’s skill levels across the domains of reading and spelling and across time (i.e., the transition from kindergarten to Grade 1 and across Grade 1). However, differences between the domains of reading and spelling were also observed. In particular, in the domain of reading and across the transition from kindergarten to Grade 1, the parents responded to their children’s skill levels by increasing the time spent teaching children with poor word reading skills, and decreasing the teaching time for the children with good word reading skills. In contrast, as spelling skills may require more time to develop, parents maintained similar frequencies of teaching spelling across the transition to Grade 1 for all children, and only parents of good spellers taught less spelling at the end of Grade 1 than parents of children with poor and average word spelling skills. peerReviewed

This study evaluated the relation between sixth graders' (N = 426) teacher-rated difficulties in attention and executive function (EF) and their comprehension skills. Reading comprehension was assessed with a multiple-choice task and online research and comprehension (ORC) with a problem-solving task. The analyses were controlled for gender, reading fluency and nonverbal reasoning. To investigate differences in students' performance between the tasks, comprehension skills in the multiple-choice task were also controlled for in the ORC task. Structural equation models showed that teacher-rated attention and EF difficulties were related to students' performance more in the problem-solving task than in the multiple-choice task. After controlling for all the background variables, these difficulties explained 9% of the variance of ORC performance in girls and 4% in boys. These results indicate that for students with attention and EF difficulties the ORC task was more challenging than the reading comprehension task. publishedVersion

This study used the Programme for International Assessment of Adult Competencies (PIAAC) dataset to examine informal literacy learning’s effects on adults’ literacy proficiency. Also, the factors associated with informal literacy learning at and outside of work were studied. The study participants were Nordic adults aged 35–65 years. The statistical method was regression analysis, and the results indicate that informal literacy activities at work are associated primarily with occupation, and informal literacy activities outside of work with education, parents’ education and gender. Initial education, occupation, language background and age exerted the strongest estimated associations with reading literacy proficiency. Informal learning, particularly reading outside of work, exerted a statistically significant effect independent of adults’ backgrounds, indicating that it may offer all adults the opportunity to develop literacy proficiency. (DIPF/Orig.)

We used a randomized controlled trial to investigate if a mobile game, GraphoLearn (GL), could effectively support the learning of first graders (N = 70), who have severe difficulties in reading and spelling. We studied the effects of two versions of the game: GL Reading, which focused on training letter-sound correspondence and word reading; and GL Spelling, which included additional training in phonological skills and spelling. During the spring of first grade, the children trained with tablet computers which they could carry with them during the six-week intervention. The average exposure time to training was 5 hr 44 min. The results revealed no differences in the development of reading or spelling skills between GL players and the control group. However, pre-training self-efficacy moderated the effect among GL Reading players: children with high self-efficacy developed more than the control group in word reading fluency, whereas children with low self-efficacy developed less than the control group in spelling.

publishedVersion

As teachers’ reading motivation and self-efficacy for promoting reading motivation can be considered vital for their reading-oriented promotive teaching practices and students’ reading motivation, this study evaluated the impact of a year-long CPD program for beginning primary school teachers. A convergent parallel mixed-methods design with repeated measures was established, including a comparison and two CPD conditions (group vs. individually-oriented). Based on the quantitative results only no clear impact of and differences between the conditions could be observed. The qualitative analysis, however, showed growth in teachers’ reading motivation and self-efficacy at a different pace and level of intensity for both CPD conditions. peerReviewed

According to the Home Literacy Model (Sénéchal and LeFevre, 2002, 2014), young children can be exposed to two distinct types of literacy activities at home. First, meaning-related literacy activities are those where print is present but is not the focus of the parent–child interaction, for example, when parents read storybooks to their children. In contrast, code-related literacy activities focus on the print, for example, activities such as when parents teach their children the names and sounds of letters or to read words. The present study was conducted to expand the Home Literacy Model by examining its relation with children’s engagement in literacy activities at home and at school as Finnish children transitioned from kindergarten to Grades 1 and 2. Two facets of children’s engagement were examined, namely, children’s independent reading at home and their interest in literacy activities. Children (N = 378) were tested and interviewed at the ends of kindergarten, Grade 1, and Grade 2. Mothers completed questionnaires on their home literacy activities at each test time, and they reported the frequency with which their children read independently twice when children were in grade school. Tested was a longitudinal model of the hypothesized relations among maternal home literacy activities (shared reading and teaching of reading), children’s reading skills, independent reading, and their interest in literacy activities/tasks as children progressed from kindergarten to Grade 2. Stringent path analyses that included all auto-regressors were conducted. Findings extended previous research in four ways. First, the frequency of shared reading and teaching of reading at home predicted the frequency of children’s independent reading 1 year later. Second, children with stronger early literacy skills in kindergarten read independently more frequently once they were in Grade 1. Third, parents adapted, from kindergarten to Grade 1, their teaching behaviors to their children’s progress in reading, whereas shared reading decreased over time. Fourth, children’s own reports of interest in literacy activities were mostly not linked to other variables. Taken together, these results add another layer to the Home Literacy Model. peerReviewed

Learning to associate written letters with speech sounds is crucial for the initial phase of acquiring reading skills. However, little is known about the cortical reorganization for supporting letter-speech sound learning, particularly the brain dynamics during the learning of grapheme-phoneme associations. In the present study, we trained 30 Finnish participants (mean age: 24.33 years, SD: 3.50 years) to associate novel foreign letters with familiar Finnish speech sounds on two consecutive days (first day ~ 50 minutes; second day ~ 25 minutes), while neural activity was measured using magnetoencephalography (MEG). Two sets of audiovisual stimuli were used for the training in which the grapheme-phoneme association in one set (Learnable) could be learned based on the different learning cues provided, but not in the other set (Control). The learning progress was tracked at a trial-by-trial basis and used to segment different learning stages for the MEG source analysis. The learning-related changes were examined by comparing the brain responses to Learnable and Control uni/multi-sensory stimuli, as well as the brain responses to learning cues at different learning stages over the two days. We found dynamic changes in brain responses related to multi-sensory processing when grapheme-phoneme associations were learned. Further, changes were observed in the brain responses to the novel letters during the learning process. We also found that some of these learning effects were observed only after memory consolidation the following day. Overall, the learning process modulated the activity in a large network of brain regions, including the superior temporal cortex and the dorsal (parietal) pathway. Most interestingly, middle- and inferior-temporal regions were engaged during multi-sensory memory encoding after the cross-modal relationship was extracted from the learning cues. Our findings highlight the brain dynamics and plasticity related to the learning of letter-speech sound associations and provide a more refined model of grapheme-phoneme learning in reading acquisition.

The potential role of home literacy environment (HLE) in children's language development has been widely studied. However, data on the HLE of children with familial risk (FR) of dyslexia are limited. In this longitudinal study, we examined (a) whether amount of book exposure and reading interest at age 4 were different in samples of Norwegian FR and no FR‐children, respectively, (b) whether these home literacy‐related factors exerted different effects depending on family‐risk status on vocabulary and grammar skills at school entry age (6 years) and (c) whether they contributed independently to language outcomes at age 6, after controlling for the 4;6‐year language skills. Results showed no significant between‐group differences in book exposure and reading interest. Furthermore, while interest in reading did not affect vocabulary and grammar in either group, book exposure contributed to vocabulary skills only in the FR‐group by school entry. However, this longitudinal association was mediated by lexical skills at age 4;6, implying that the HLE has a positive indirect effect on later language development through its effect on early language. Thus, these findings can be taken to suggest that early intervention including exposure to various book‐reading activities for pre‐school FR‐children with poor expressive vocabulary is worth considering. peerReviewed

Previous studies show that many students with reading and spelling problems have a lack of progress in reading and spelling skills after years of special education services. The aim of the study is to evaluate the reading and spelling skills of Finnish children in grades 1 and 2 receiving part-time special education from special education teachers for reading and spelling difficulties (RSD) and for RSD with other learning difficulties. In this study, the focus is in the roles of the form and the amount of part-time special education in reading and spelling skills development. Of 152 children involved in the study, 98 received part-time special education for RSD, and 54 did not have RSD and did not receive special education. The results showed that the reading and spelling skills of students with RSD lagged behind age level and that students with overlapping difficulties exhibited even slower development. Small group education and a moderate amount of part-time special education (approximately 38 h...

This study examines profiles of school motivation and emotional well-being and their links to academic skills (reading and math) among adolescents (N = 1629) at the end of comprehensive school (age 15–16). Using a person-centered approach (latent profile analysis), five distinct profile groups were identified. Three of the identified groups had a flat profile in motivation and well-being but at different levels. The first group manifested high motivation and well-being (n = 178, 11%); the second group was average in both (n = 1107, 68%); and the third had low motivation and well-being (n = 121, 7%). Two groups had mixed profiles; one group manifested only low motivation (n = 140, 9%) and the other only low well-being (n = 83, 5%). A comparison of the profile groups in terms of academic skills indicated that low school motivation was linked to poor math and reading performance, whereas low emotional well-being was linked to poor math and reading performance only when accompanied by low school motivation. The association between poor math skills and low motivation suggests that, when planning support for students, those with math problems or comorbid math and reading problems are especially at risk for low motivation and need support in both academic skills and motivation. peerReviewed

Early intervention programs are generally considered the most efficient and beneficial approach to providing support to struggling beginning readers. This paper discusses the theoretical background, development, and design of, as well as the first results obtained with, GraphoGame for Standard Indonesian, a technology-enhanced learning environment that trains the basic skills of reading by high but playful exposure to grapheme-phoneme coupling. The results of the pilot study assessing the usability of the program in 69 first-graders show that the more the students with low pre-test phonological skills were exposed to the game, the better their post-test performance on reading and decoding fluency became. Although large-scale, randomized controlled studies are needed to confirm the effectiveness of GraphoGame SI, these promising first results may offer a stepping stone for the development of additional language versions and future systematic comparisons of the method’s results in different languages and populations. peerReviewed

This study examined the developments in children’s externalizing problems and interest in reading during their first four years of school (Grades 1–4) and investigated whether this development predicted the children’s Grade 6 reading skills and educational aspirations. Data comprised (1) teachers’ ratings of externalizing problems and children’s (N = 642; 43% girls) self-ratings of their interest in reading, collected between Grades 1 and 4, and (2) measures of reading fluency and comprehension, and children’s self-reports of educational aspirations, collected at Grade 6. First, latent growth modeling showed that a higher level of externalizing problems in Grade 1 was associated with a lower concurrent interest in reading. Second, a positive association between the initial level of interest in reading and a linear change in externalizing problems indicated that children with a lower interest in reading in Grade 1 were rated by teachers as exhibiting higher levels of externalizing problems, which nonetheless declined over the course of their first four years of school more than among other children. Third, a higher initial level of externalizing problems with a linear change in these problems across Grades 1–4 was a predictor of lower subsequent educational aspirations and poorer reading comprehension in Grade 6. Analysis of the indirect effects indicated that a higher level of externalizing problems was associated with a lower concurrent interest in reading, which, in turn, was related to poorer future reading fluency and lower educational aspirations. The findings imply that problem behaviors are interlinked with academic skill development and motivation across the first six years of school. peerReviewed

The majority of previous research on academic skills, self-concept of ability and interest has deployed the variable-oriented approach and focused on self-concept, or ability, or interest only. This study examined the patterns and dynamics of pattern change in Finnish children’s word reading skill, self-concept of ability and interest from kindergarten to Grade 2. Six groups of children were identified by using the I-states as objects analysis (ISOA) procedure: (a) low skills, negative self-concept but high interest; (b) high skills but low interest; (c) average; (d) high skills, positive self-concept and high interest; (e) low skills, negative self-concept and low interest; and (f) positive self-concept but low interest. The typically occurring transitions between groups were characterised by changes in either reading-related interest or simultaneously in self-concept and skills. Gender, risk for reading difficulties (RD), being an early reader, mother’s level of education and home literacy envir...

This study examined the extent to which the quality of teacher-child interactions assessed in kindergarten (6-year-olds) is associated with children's reading and math development across the elementary school years. The sample consisted of 515 Finnish children (271 boys, 244 girls). Teacher-child interactions were observed in 49 kindergarten classrooms. The findings from the latent growth curve models showed that high-quality teacher–child interactions in kindergarten were positively associated with the initial levels of reading and math skills. Furthermore, the results indicated that high-quality teacher-child interactions in kindergarten were positively associated with children's academic skills four years later. The results emphasize the importance of strong emotional, organizational, and instructional supports in kindergarten for further development of academic skills. peerReviewed

The aim of this study was to examine the situational associations of reading-related task values and efficacy beliefs with achievement emotions, and whether these associations are moderated by reading difficulties (RD). The sample comprised 128 Finnish sixth-grade students (66 with no reading difficulties [No RD], 31 with mild reading difficulties [Mild RD], and 31 with severe reading difficulties [Severe RD]) who were randomized to complete either a non-challenging or challenging reading task. Students reported their reading-related task values (attainment and interest) and efficacy beliefs right before and their achievement emotions both before and after performing the reading task. The results revealed that the associations of task values and efficacy beliefs with achievement emotions were moderated by RD and task difficulty. High attainment value was related to more positive and less negative emotions, especially for students with Severe RD. In turn, high interest value and efficacy beliefs were related to more positive emotions during the task, especially for students with No RD or Mild RD. Finally, among all students, higher interest value in the face of a non-challenging reading task and higher efficacy beliefs in the face of a challenging reading task were related to less negative emotions. The results provide a novel understanding of the role of RD in the situational associations between reading-related motivation and achievement emotions. peerReviewed

We investigated the specificity of reading self-efficacy among second- to fifth-grade children in Finland (N = 1,327). Bandura (1997 Bandura, A. (1997). Self-efficacy: The exercise of control. New York, NY: Freeman. [Google Scholar] ) theorized that efficacy beliefs can be assessed at different levels of specificity; however, empirical support for this view is scarce among young children. Efficacy beliefs targeting reading-related activities were assessed at three specificity levels (general, intermediate, and specific). Confirmatory factor analysis revealed that these specificity levels are separable, but correlated, and the structure was invariant across gender and grade level. Self-efficacy factors were positively associated with reading fluency, but the strength of these associations varied according to specificity level. Findings suggest that reading self-efficacy in primary grades can and should be assessed at different specificity levels according to research aims. peerReviewed

This study investigated why some Finnish students receive part-time special education in Grade 1, duration of that support, and its relation to student reading fluency, reading comprehension, and arithmetic fluency development. The participants included two groups from Grade 1 receiving part-time special education (1–2 years vs. 3–4 years) and a control group comprising the remaining participants from the study. Teachers identified reading and expressive language difficulties as the main reasons for part-time special education in Grade 1. By Grade 4, students who received support until Grade 1 or 2 caught up the level of the control group especially in reading fluency. Students who had received support until Grade 3 or 4 exhibited more persistent and overlapping difficulties with attention, receptive language, memory, and motivation. Additionally, by Grade 4, differences from the control group remained statistically significant for all three skills. Implications for enhancing special education interventions for students with persistent and overlapping learning difficulties are discussed. peerReviewed

The beliefs children hold about their capabilities as readers are known to influence their reading achievement. The aim of this study was to extend previous work by examining trajectories of change in reading self-efficacy among primary school students (N = 1327) and the relations between the trajectories of self-efficacy and their hypothesized sources over 11 months. Using growth mixture modeling, we identified four trajectories of change in reading self-efficacy, involving increasing, stable, and declining trends. These trajectories of change in reading self-efficacy were associated with students’ varying experiences with the four sources of self-efficacy over time. Higher levels of mastery, verbal persuasion, and vicarious experiences and lower levels of physiological arousal were related to positive developmental trajectories of self-efficacy. Students with declining experiences of social sources of self-efficacy (i.e., verbal persuasions and vicarious experiences) had decreasing self-efficacy trajectories. These findings point to the importance of considering the variability in changes in reading self-efficacy and the interplay between changes in self-efficacy and sources of self-efficacy during primary school years, as well as the importance of monitoring these changes over time. peerReviewed

In Finland, the national Core Curriculum for Basic Education defines the learning objectives along with the numerical grade to be given for good competence in each school subject in the final phase of basic education. While serving as a guideline for schools and teachers, it should also ensure an objective evaluation of all students in Finland. In this paper, we take a closer look at the equality of student assessment in Finland in the light of student performance in the Programme for International Student Assessment (PISA) 2009. This study investigates the relationship between the grades given to students in mother tongue and literature at different schools and the same students’ reading literacy performance in PISA 2009. The results are presented as a map produced using a method called kriging (McCoy and Johnston 2001). Kriging is a geostatistical interpolation method based on the statistical relationship among measured points’ spatial autocorrelation. In this case, the method produces contour maps illustrating areal differences for educational variables. The contour maps and related analysis indicate that teachers tend to adjust their grading practices to the general competence level of their class or school rather than strictly following the national curriculum guideline for student assessment. This may lead to local variations in terms of students’ school grades as indices of learning achievement and becomes evident when contrasted with an external, nation-wide reference point, such as their reading literacy performance in PISA 2009. Keywords: reading literacy, learning achievement, geographical illustration, school grade, equality (Published: 5 December 2016) Citation: Education Inquiry (EDUI) 2016, 7, 29413, http://dx.doi.org/10.3402/edui.v7.29413

openaire: EC/H2020/641652/EU//ChildBrain Initial stages of reading acquisition require the learning of letter and speech sound combinations. While the long-term effects of audio-visual learning are rather well studied, relatively little is known about the short-term learning effects at the brain level. Here we examined the cortical dynamics of short-term learning using magnetoencephalography (MEG) and electroencephalography (EEG) in two experiments that respectively addressed active and passive learning of the association between shown symbols and heard syllables. In experiment 1, learning was based on feedback provided after each trial. The learning of the audio-visual associations was contrasted with items for which the feedback was meaningless. In experiment 2, learning was based on statistical learning through passive exposure to audio-visual stimuli that were consistently presented with each other and contrasted with audio-visual stimuli that were randomly paired with each other. After 5–10 min of training and exposure, learning-related changesemerged in neural activation around 200 and 350 ms in the two experiments. The MEG results showed activity changes at 350 ms in caudal middle frontal cortex and posterior superior temporal sulcus, and at 500 ms in temporo-occipital cortex. Changes in brain activity coincided with a decrease in reaction times and an increase in accuracy scores. Changes in EEG activity were observed starting at the auditory P2 response followed by later changes after 300 ms. The results show that the short-term learning effects emerge rapidly (manifesting in later stages of audio-visual integration processes) and that these effects are modulated by selective attention processes.

The aim of this study was to examine the role of mothers’ (language minority mothers, LM, n = 49, and Finnish-speaking mothers, MP, n = 368) parenting styles and maternal help with their children’s homework in the children’s (mean age 11.43 years) literacy skills at fourth grade in Finland. In addition, the moderating effect of a child’s gender on this relationship was investigated. The results showed that the LM mothers used psychological control more than MP mothers. Furthermore, the more LM mothers used warmth and psychological styles of parenting, the more they helped their daughters, not sons, with homework. MP mothers’ parenting styles did not relate to their children’s reading and spelling skills. LM maternal behavioral control parenting styles were positively related, and psychological control was negatively related to children’s reading skills through help with homework. Maternal help negatively related to children’s reading skills in both groups. This research provides also new information to teachers and educators who work in multicultural teams. Because our findings could be applied in the educational settings of multilingual students, they are likely to be of great interest to the visionary scientists, researchers, teachers, and trainees. peerReviewed

The purpose of the present study was to examine the relationship between reading literacy and age in an adult population aged 25 to 65 in Nordic countries using PIAAC 2012 data. More specifically, the study examined to what extent variations in the literacy proficiency of adults are explained by age and the recentness of qualifications when variables related to education, occupation, and skill use are controlled. The statistical method was regression analysis. The recentness of education explained only a part of the performance gap between the oldest adults and others. The significance of the length and scope of initial education in developing literacy proficiency overall, is difficult to compensate. There were insignificant differences between the Nordic countries. peerReviewed

Development of reading skills has been shown to be tightly linked to phonological processing skills and to some extent to speech perception abilities. Although speech perception is also known to play a role in reading development, it is not clear which processes underlie this connection. Using event-related potentials (ERPs) we investigated the speech processing mechanisms for common and uncommon sound contrasts (/ba/-/da/-/ga/ and /ata/-/at: a/) with respect to the native language of school-age children in Finland and the US. In addition, a comprehensive behavioral test battery of reading and phonological processing was administered. ERPs revealed that the children could discriminate between the speech sound contrasts (place of articulation and phoneme length) regardless of their native language. No differences emerged between the Finnish and US children in their change detection responses. The brain responses to the phoneme length contrast, however, correlated robustly with reading scores in the US children, with larger responses being linked to poorer reading skills. Finnish children also showed correlations between the reading and phonological measures and ERP responses, but the pattern of results was not as clear as for the US children. The results indicate that speech perception is linked to reading skills and this link is more robust for uncommon speech sound contrasts.

We examined (a) the cross-lagged relationships between the home learning environment and academic achievement in Chinese, and (b) whether parents’ socioeconomic status (SES) and child's gender moderate the relations. One hundred seventy-seven Chinese children were followed from Grade 1 to Grade 2 and were assessed on reading and mathematics. Their parents also responded to a questionnaire assessing the frequency of engaging in different home literacy and numeracy activities. Results showed that reading ability in Grade 1 negatively predicted informal home literacy activities in Grade 2. In turn, mathematics ability in Grade 1 negatively predicted formal home numeracy activities in Grade 2. Neither parents’ SES nor child's gender moderated any of the observed cross-lagged relationships. These findings suggest first that different facets of the home learning environment may relate to reading and mathematics in Chinese. Second, once children go to Grade 1, the relationship between home learning environment and academic achievement becomes unidirectional: early reading/mathematics ability predicts future home literacy/numeracy activities and the effect is negative. This suggests that parents engage more frequently in home activities when they notice that their children experience difficulties in reading or mathematics. However, it is also possible that parents change their teaching in order to be in accord with the expectations of the school system.

The purpose of the present study is to establish how the quality of kindergarten classroom interactions and the frequency of literacy activities affect reading development among Grade 1 children—both those who are at risk and not at risk of developing reading difficulties. Interaction was assessed in terms of classroom organization, and the level of emotional and instructional support offered in 49 kindergarten classrooms in Finland using the CLASS (Classroom Assessment Scoring System). Kindergarten teachers also recorded the frequency of literacy activities in their classrooms. The phonological awareness and letter knowledge of 515 children (i.e., their pre-reading skills) were assessed at the end of kindergarten, as were their reading skills at the start and at the end of Grade 1. Eighty-seven of these children were identified in kindergarten as being likely to develop reading difficulties. The results showed that emotional support and classroom organization in kindergarten were positively associated with the development of children’s reading skills across Grade 1, especially for those prone to reading difficulties. They also showed that frequent literacy activities in kindergarten were positively related to children’s reading skills shortly after entering Grade 1. All the positive longitudinal associations were stronger for those children seen to be at risk of developing reading difficulties than for those not at risk. peerReviewed

This study examined the extent to which reading and arithmetic skills show covariation at Grade 1 and at Grade 7, to what extent this covariation is time-invariant or time-specific, and to what extent different antecedents will predict these time-invariant and time-specific portions of the covariation. The reading and arithmetic skills of a total of 1335 Finnish children were assessed at the end of Grade 1 and then again at the end of Grade 7. Phonological awareness, letter knowledge, rapid automatized naming (RAN), counting, and parental education levels were measured in kindergarten; working memory at Grade 1 and nonverbal reasoning at Grade 3. The results showed that reading and arithmetic had a substantial amount of covariation at grades 1 and 7, and that most of the covariation between these grades was time-invariant and could be predicted by RAN, counting, letter knowledge, working memory, and nonverbal reasoning. The time-specific portion of the covariation between reading and arithmetic in Grade 1 was predicted by phonological awareness, letter knowledge, and counting; while time-specific covariation in Grade 7 was predicted by parental education level and nonverbal reasoning. peerReviewed