Predictive Models of Word Reading Fluency in Hebrew

Contribution of morphological awareness to reading fluency of children with and without dyslexia: evidence from a transparent orthography

The goal of this study was to investigate the contribution of morphological awareness to reading fluency of children with and without dyslexia in a transparent orthography, such as the Greek one. The sample consisted of 256 Greek-speaking children (2^nd grade: 32 dyslexic and 105 typical readers, 5^th grade: 28 dyslexic and 91 typical readers). Morphological awareness was assessed with three tasks, examining inflectional, derivational, and compounding morphology. Reading fluency was evaluated at word, text, and silent level. The results indicated that dyslexic children both in 2^nd and 5^th grade face significant difficulties in inflectional, derivational, and compounding morphology compared to their peers. Hierarchical regression analyses revealed that morphological awareness significantly contributed to reading fluency of children with and without dyslexia, after controlling for non-verbal intelligence, vocabulary, and phonological awareness. Among typical readers, results indicated that inflectional, derivational, and compounding morphology had a small but significant effect on word, text, and silent reading fluency in 2^nd grade and derivational and inflectional morphology on text and silent reading fluency in 5^th grade, after controlling for non-verbal intelligence, vocabulary, and phonological awareness. For dyslexic children, a moderate-to-large effect of inflectional and derivational morphology on text and word reading fluency was restricted to 2^nd grade. Overall, morphological skills may play a supportive role in reading fluency of Greek children in first and last elementary grades. On the other hand, for Greek children facing reading problems morphological skills appeared to have a strong role in reading fluency only in first grades. Our study provided some preliminary data for the dyslexics' ability of morphological processing as a scaffolding skill for reading fluency. Implications of these findings for education are discussed.

Neural Processing of Morphology During Reading in Children

The importance of morphological segmentation for reading has been shown in numerous behavioral studies in children and adults. However, little is known about developmental changes in the neural basis of morphological processing. In addition to effects of age and reading skill, morphological processing during reading may be affected by the morphological structure of the language and the transparency of its orthography. Hebrew provides a unique opportunity to study these factors, with its rich morphological structure, and two versions of script that differ in orthographic transparency. Two groups of children (2nd-3rd and 5th-6th graders) were scanned using fMRI while reading aloud Hebrew nouns. Half of the words were composed of roots and templates (bi-morphemic) and half were mono-morphemic. The words were presented at two levels of transparency: with or without diacritics. ROI analyses showed greater activation for mono over bi-morphemic words across groups in the anterior portions of bilateral middle and superior temporal gyri, especially for the transparent script. These results diverge from previous finding in adults, showing left frontal activation in the non-transparent script with the same stimuli. These results support the early sensitivity of young Hebrew readers to the rich morphological structure of their language but suggest a developmental change in the role of morphological processes during reading. While in adults morpho-phonological segmentation during reading may compensate for orthographic opacity, morphological processes in children may rely more on semantic aspects, and are enhanced by orthographic transparency.

Effect of Cognitive Variables on the Reading Ability of Spanish Children at Age Seven

The objective of this study is to determine the contribution made by knowledge of letters, phonological awareness, phonological memory, and alphanumeric and non-alphanumeric rapid automatized naming at the ages of six and seven to the ability of Spanish children to read words at 7 years of age. A total of 116 Spanish-speaking school children took part in the study, from schools located in an average socio-cultural setting, without special educational needs. The reading ability of these pupils was evaluated at the age of seven, and cognitive variables were assessed at 6 and 7 years of age. Descriptive-exploratory analyses, bivariate analyses, and multivariate regressions were performed. The results show that cognitive variables measured at these ages contribute differently to the ability to read words at 7 years of age. Rapid naming does not seem to influence word reading; knowledge of letters no longer influences word reading as children grow older; and phonological awareness and phonological memory maintain their contribution to the explanation of word reading. These results indicate that reading in Spanish depends on different cognitive variables and that this relationship varies according to age. The findings have key educational implications in terms of teaching reading skills and the prevention of specific learning difficulties in Spanish Primary Education.

Different predictive roles of phonological awareness and visual attention span for early character reading fluency in Chinese

Previous studies have usually explored the possible mechanisms underlying reading fluency separately from either linguistic (e.g., phonological awareness, PA) or basic cognitive (e.g., visual attention span, VAS) levels, but relatively little is known about the systematic relationship between multiple levels of cognitive factors and reading fluency development. Thus, the present study, from a combinative point of view, investigated the relationship between VAS at a basic cognitive level and PA at a high linguistic level and explored their predictive power for reading fluency development a year later through a longitudinal method. PA and VAS were measured in sixty-five Chinese children who had just entered Grade 1 of primary school (Time 1); PA tests included syllabic and phonemic aspects, and VAS was reflected by performance in the visual 1-back task with nonverbal stimuli and no verbal response. Reading fluency was tested at the single-character level at the beginning of Grade 2 (Time 2). The results showed that phoneme awareness could not predict variation in reading fluency, while both syllable awareness and VAS showed significant predictive powers for single-character reading fluency. Additionally, further analysis revealed that the relationship between VAS and later single-character reading fluency was partially mediated by syllable awareness. These findings indicated Chinese language characteristics in the relationship among VAS, PA, and reading fluency. The possible roles of multiple levels of cognitive skills in fluent reading have been further discussed and have implications for the early diagnosis and remediation of reading dysfluency.

The Relationship Between Reading Fluency and Arithmetic Fact Fluency and Their Shared Cognitive Skills: A Developmental Perspective

This study investigated the underlying cognitive abilities which are related to both fluency in reading and arithmetic across different developmental phases of their acquisition. An unselected sample of children in first (N = 83), second (N = 66), and third (N = 67) grades completed several reading and arithmetic fluency tasks, as well as rapid automatized naming (RAN), working memory (WM), and inhibition measures. The results of a stepwise regression analysis revealed differences in the predictive models of fluency in both academic domains in first grade. However, similar patterns were found in the second and third grades. Specifically, in first grade reading fluency was predicted by inhibition and WM, while arithmetic fact fluency was predicted by RAN and WM. In contrast, in second grade both types of fluency were predicted by RAN and WM, and in third grade only RAN was found to be a predictor. Alongside the gradual reduction in the cognitive components participating in reading and arithmetic fluency, the results of the present study suggest that both fluencies share the same underlying cognitive mechanisms. Practical implications of the current results are discussed.