Automatic Word Recognition Research Articles

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Objectives The study aimed to examine the related variables that predict reading comprehension at the end of the first grade. Specifically, it focused on the relationship between reading comprehension and word decoding, reading fluency, vocabulary and syntactic knowledge, as well as the relative contribution of these variables to reading comprehension. Methods Sixty-four first-grade children were participated at the end of the school year. All children had nonverbal intelligence scores of 80 or above. Test were conducted on passage reading comprehension, word decoding, passage reading fluency, expressive vocabulary, semantic relation, and sentence comprehension. Pearson correlation and multiple stepwise regression were used. Results The results showed reading comprehension was positively correlated with expressive vocabulary, semantic relation, and reading fluency. In the stepwise multiple regression analysis, semantic relation, sentence comprehension, expressive vocabulary and reading fluency (but not word decoding) significantly predicted reading comprehension. Conclusions The finding suggests that language abilities including vocabulary and syntactic knowledge play an crucial role of reading comprehension even in early stage of reading development. Furthermore, passage reading fluency, which involves accurate and automatic word recognition rather than just word decoding accuracy, is a critical factor in reading comprehension. In Hanguel, where word decoding accuracy is acquired early and rapidly, linguistic knowledge and reading fluency are considered important variables for assessment and intervention, even in early grades.

Immediate repeated reading has positive effects on reading rate for English language learners: An eye‐tracking study

AbstractFluent and skillful reading in English requires efficient and automatic letter and word recognition. Dysfluent reading can affect motivation for reading in English language learners, thereby limiting access to a wealth of language input from written texts. Extensive research of repeated reading in first language (L1) settings has been shown to increase reading rate, while comparatively little research has been done on repeated reading in second language (L2) settings. The objective of this eye‐tracking study was to accurately document early and late reading processes in an immediate repeated reading exercise to observe how repeated reading affects reading rate in adult English language learners. In our study, 30 students in an intensive English program in the United States read three short expository texts three times each. Eye‐tracking showed significant increases in reading rate measures in both early and late reading processes. For example, average first fixation duration decreased from the first to the third reading and average late dwell time decreased from the first to third reading. Repeated reading is an exercise that should be considered by educators to help English language learners increase their immediate reading rate.

Auditory Word Comprehension Is Less Incremental in Isolated Words.

Partial speech input is often understood to trigger rapid and automatic activation of successively higher-level representations of words, from sound to meaning. Here we show evidence from magnetoencephalography that this type of incremental processing is limited when words are heard in isolation as compared to continuous speech. This suggests a less unified and automatic word recognition process than is often assumed. We present evidence from isolated words that neural effects of phoneme probability, quantified by phoneme surprisal, are significantly stronger than (statistically null) effects of phoneme-by-phoneme lexical uncertainty, quantified by cohort entropy. In contrast, we find robust effects of both cohort entropy and phoneme surprisal during perception of connected speech, with a significant interaction between the contexts. This dissociation rules out models of word recognition in which phoneme surprisal and cohort entropy are common indicators of a uniform process, even though these closely related information-theoretic measures both arise from the probability distribution of wordforms consistent with the input. We propose that phoneme surprisal effects reflect automatic access of a lower level of representation of the auditory input (e.g., wordforms) while the occurrence of cohort entropy effects is task sensitive, driven by a competition process or a higher-level representation that is engaged late (or not at all) during the processing of single words.

Oral Reading Fluency of College Graduates: Toward a Deeper Understanding of College Ready Fluency

AbstractReading fluency has been identified as a critical competency for reading success. Accurate and automatic word recognition, one component of fluency, is normally assessed through reading rate (Oral Reading Fluency—ORF). While norms for ORF exist through grade 8, norms beyond grade 8 are largely unknown. The present study attempted to establish ORF norms associated with successful adult readers (college graduates), thus establishing a ceiling ORF target range for success in fluency. Results indicate that a word recognition accuracy range of 98–100% and an automaticity range of 138–158 words read correctly per minute on high school level reading material are associated with average performance by college graduates. Results are discussed in terms of implications for monitoring students' progress in fluency in the secondary grades and beyond.

ERP Correlates of Altered Orthographic-Phonological Processing in Dyslexia.

Automatic visual word recognition requires not only well-established phonological and orthographic representations but also efficient audio-visual integration of these representations. One possibility is that in developmental dyslexia, inefficient orthographic processing might underlie poor reading. Alternatively, reading deficit could be due to inefficient phonological processing or inefficient integration of orthographic and phonological information. In this event-related potential study, participants with dyslexia (N = 25) and control readers (N = 27) were presented with pairs of words and pseudowords in an implicit same-different task. The reference-target pairs could be identical, or different in the identity or the position of the letters. To test the orthographic-phonological processing, target stimuli were presented in visual-only and audiovisual conditions. Participants with and without dyslexia processed the reference stimuli similarly; however, group differences emerged in the processing of target stimuli, especially in the audiovisual condition where control readers showed greater N1 responses for words than for pseudowords, but readers with dyslexia did not show such difference. Moreover, after 300 ms lexicality effect exhibited a more focused frontal topographic distribution in readers with dyslexia. Our results suggest that in developmental dyslexia, phonological processing and audiovisual processing deficits are more pronounced than orthographic processing deficits.

Aplicación móvil para niños con dificultades de aprendizaje en la automatización del proceso de reconocimiento de palabras

The aim of this study is to develop a mobile application that facilitates learning to read and that facilitates the processes of automatic word recognition and lexical access for children with learning difficulties. The Basic4android software, suitable for creating compatible applications on a tablet with Android operating system, was used to develop the application. The application contains a vocabulary of 1500 words and the appearance of a game. It is based on the principles of direct path activation of word recognition or global path and cognitive anticipation. The mobile application allows teachers to easily control variables in the cognitive processing of exercises. It is concluded that the mobile application developed here can help in automating the process of word recognition for children with learning difficulties in reading.

The Effect of a Tablet-Mediated Flashcard Intervention on the Acquisition and Maintenance of Sight-Word Phrases

Although many studies have shown the efficacy of using flashcard interventions to increase sight-word reading, very few have investigated ways to increase sight-phrase reading. In the current study, a concurrent multiple-baseline across students design was used to examine the effects of a tablet-based flashcard intervention on the acquisition of sight phrases for three second-grade students. Students completed a series of stimulus-response-stimulus-response learning trials of previously unknown phrases using an iPad flashcard program. Results demonstrated that all three students quickly increased the percentage of acquired phrases to 100% and were able to maintain the acquired phrase knowledge a month later. Discussion focuses on the implications of using tablet-based interventions and future directions for validating the sight-phrase fluency intervention. Impact Statement This article provides an example of a novel, easy-to-use, mobile intervention to increase sight phrase acquisition for elementary students. Acquisition of sight phrases may help students make gains in automatic word recognition, leading to increased reading fluency. Results can be useful for teachers in developing independent interventions for struggling readers.

WITHDRAWN: Emotion recognition simulation of Japanese text based on FPGA and neural network

Abstract Text emotion recognition is an important task to identify the human reaction, with several solutions in various areas such as data mining, online learning, information filtering systems, Human-Computer Interaction, and psychology. Specific text emotional perception is the most solved problem in the literature. Hidden emotion recognition is to solve this problem, as it is the most difficult problem hidden in ordinary text. Therefore, the solution needs to understand the text in faster action, so the Neural Network (NN) is implemented in this system. The text recognition of Japanese language is difficult in existing methods like processing time is low, accuracy is high and power consumption is low in (Field Programmable Gate Array) FPGA based neural network classifier. This type of Neural Network (NN) analysis is beneficial to Japanese emotions as it implements the classification result so the accuracy is improved. To test this theory, an automatic emotional word recognition system uses the learning and text features and is based on classification. To analyze the performance of the proposed Neural Network (NN) like a flip-flop, power, latency, precision, recall, and F-measure. It turns out that recognition based on classification can significantly increase the result. Performance highlights of these methods and the impact of simple neural network tasks such as reduce the issues this also works for the best performance.

Exploring the phonological profiles of children with reading difficulties: A multiple case study.

Studies of group differences have established that the phonological profiles of people with reading difficulties contain both strengths and weaknesses. The current study extends this work by exploring individual differences in phonological ability using a multiple case study approach. A heterogeneous sample of 56 children (M age = 9 years) with reading difficulties completed a battery of tasks measuring literacy, phonological processing, expressive vocabulary and general ability. The phonological tasks included measures of phonological awareness (PA), phonological memory (PM), and rapid naming (RAN). A majority-although not all-of the children had phonological processing impairments. However, there was also substantial variability in the nature of children's phonological difficulties. While multiple impairments encompassing two or more phonological domains were most common, impairments that were specific to PA, PM or RAN also occurred frequently. Even within the domain of PA, where children completed three well-matched tasks, individual children were rarely impaired across all three measures and a number of different profiles were observed. Additional, group-level analyses indicated that PA was a significant predictor of decoding while RAN was a significant predictor of automatic word recognition and comprehension. Findings are discussed with reference to conceptual models of phonological processing and implications for assessment.

Word processing deficits in children with isolated and combined reading and spelling deficits: An ERP-study

Dissociations between reading and spelling deficits are likely to be associated with distinct deficits in orthographic word processing. To specify differences in automatic visual word recognition, the current ERP-study compared children with isolated reading fluency deficits (iRD), isolated spelling deficits (iSD), and combined reading fluency and spelling deficits (cRSD) as well as typically developing (TD) 10-year-olds while performing a variant of the Reicher-Wheeler paradigm: children had to indicate which of two letters occurred at a given position in a previously presented word, legal pseudoword, illegal pseudoword or nonword. Event-related potentials (N200 and N400) associated with sublexical orthographic and lexical orthographic processing as well as phonological word processing were analyzed. All groups showed a word superiority effect, both on the behavioral and the neurophysiological level. Group differences occurred for phonological word processing. TD and iRD groups showed a higher N400 activation for illegal pseudowords than for nonwords, while the two spelling deficit groups showed no activation differences between these two stimuli conditions. The findings suggest that differences in phonological word processing are associated with spelling problems: children with iSD showed reduced sensitivity for phonological word processing, while these deficits were not evident in children with iRD.

The Effect of a Multisensory Synthetic Phonics Programme in Developing Automatic Word Recognition and Spelling among Young Learners.

The Effect of a Multisensory Synthetic Phonics Programme in Developing Automatic Word Recognition and Spelling among Young Learners.

“Automaticity of word recognition is a unique predictor of reading fluency in middle-school students”: Correction to Roembke et al. (2019).

“Automaticity of word recognition is a unique predictor of reading fluency in middle-school students”: Correction to Roembke et al. (2019).

Functional Connectivity of Cognitive Control and Visual Regions During Verb Generation Is Related to Improved Reading in Children.

Reading is a complex cognitive ability, which relies on visual and language processing as well as on executive functions (EFs). Recent studies have demonstrated that increased reading ability in children aged 7-17 years is related to greater activation of cognitive control regions during verb generation, a task which merges linguistic and cognitive control ability. The aim of the current study is to determine the relationships between neural circuits specifically related to EF and reading ability. We focused on functional connectivity between the dorsolateral prefrontal cortex (DLPFC), a region involved in EF and is part of the frontoparietal network during a verb generation task, and reading ability in seventeen 8-12-year-old typical readers. Results show positive functional connectivity between the left and right DLPFCs and regions related to cognitive control and visual processing while generating verbs. Increased reading ability was positively correlated with greater functional connectivity between the left and right DLPFCs and right-lateralized visual processing regions. The current study highlights the importance of neural circuits related to EF during both verb generation and reading and points to the role of the right occipital cortex in generating verbs as well as automatic word recognition in typical readers.

Perfiles cognitivos de niños de nivel socioeconómico bajo con dificultades en la velocidad lectora: análisis de los resultados de una intervención

Reading speed is achieved based on automatic word recognition and, together with prosody, constitutes an essential link between word recognition and text comprehension. Despite the relevance of reading speed acquisition for success at school, a high percentage of children growing up in poverty contexts face difficulties in achieving automatic word recognition. Consequently, this paper aims to contribute to the understanding of difficulties in reading speed acquisition in children growing in poverty contexts. Two studies were designed. In the first study, in order to explore the origin of difficulties in developing word reading speed, a comparison of the cognitive profiles of children from low-income backgrounds with and without difficulties in this ability was carried out. In a previous study, norms were obtained for accuracy and speed in a word reading test. Participants were 168 6th grade children from several educational institutions attending children growing up in poverty contexts in Buenos Aires, Argentina. In the present study, the same word reading test was administered to 96 6th grade children. Based on the norms obtained in the previous study, two groups of children were identified: a group who performed at or above the 50th percentile in reading accuracy but below the 30th percentile in reading speed and another group performing at or above the 50th percentile in both measures. The first group was made up of 22 children, and the second one, of 46 children. The remaining 28 children were not included in the study because they performed below the 50th percentile in reading accuracy. Additional tests measuring phonological awareness, rapid naming, verbal memory and word spelling were administered to children in both groups. Between-groups comparisons in these tasks showed that children with speed acquisition difficulties underperformed the other group in the tests tapping phonological awareness, rapid naming and spelling. These results suggest that the children in the group experiencing reading difficulties were still using the phonological route for word recognition. The second study aimed to explore whether a specifically designed educational intervention could enable children with low reading speed from the previous study to increase their reading speed.Both groups of children (with and without reading speed difficulties) were administered two additional reading tests: an experimental test comprising target words which would subsequently be included in the training study for the children with reading speed difficulties; and a reading test of additional words and pseudo words not targeted in the training study, but considered transfer items because they comprised sub lexical units that were included in the target words to be trained during the intervention. These same reading tests were re-administered as a post-test, after the reading intervention for the reading speed difficulties group. The training study aimed to promote reading speed via the acquisition of orthographic representations. The intervention involved two weekly individual sessions lasting 20 minutes each. Each child participated of a total of 15 sessions. Each session included repeated and accelerated reading of lexical units, as well as activities for promoting the analysis of sublexical units included in the target words and also present in the transfer pseudo words from the post-test. The comparison between the pre- and posttest performance of the training group showed a statistically significant increase in reading speed both of trained and transfer words, an increase that was not obtained for the comparison group. This result suggests that during the intervention children were able to develop orthographic representations of the trained lexical units, but also of the sub lexical units that were present in both the target and the transfer words. Educational implications from this study point to the importance of repeated and accelerated reading for increasing speed, a critical reading ability.

Reading Development in Children With Cochlear Implants Who Communicate via Spoken Language: A Psycholinguistic Investigation.

Purpose This study sought to comprehensively examine the reading skills and subskills of children with cochlear implants (CIs) and gain insight into the processes underlying their early reading development. Method Fourteen 6- to 9-year-old children with CIs were assessed on a range of reading and spoken language measures. Their performances were compared to a control group of 31 children with normal hearing (NH) of the same chronological and mental age. Group differences were examined using t tests and regression modeling. Results Children with CIs performed significantly worse than children with NH on reading accuracy, phonological processing, and spoken language tasks. The predominant predictor of reading comprehension was word reading accuracy for the CI group and listening comprehension for the NH group. Word reading profiles were similar across groups, with orthographic and phonological processing skills both contributing significant variance. Conclusions Children with CIs demonstrated more early reading difficulties than their peers with NH. As predicted by the Simple View of Reading model, successful reading comprehension for all children related to skills in listening comprehension and word recognition. The CI group's increased reliance on word reading accuracy when comprehending written text may stem from reduced word recognition automaticity. Despite showing reduced reading accuracy, children with CIs appeared to draw on orthographic and phonological skills to a similar degree as children with NH when reading words in isolation.

Automaticity of word recognition is a unique predictor of reading fluency in middle-school students.

Automaticity in word recognition has been hypothesized to be important in reading development (LaBerge & Samuels, 1974; Perfetti, 1985). However, when predicting educational outcomes, it is difficult to isolate the influence of automatic word recognition from factors such as processing speed or knowledge of grapheme-phoneme correspondences. Cognitive models suggest automaticity could be achieved in different components of word recognition (e.g., by memorizing familiar words or by tuning the mappings between orthography, phonology or semantics). However, the contributions of each path have not been assessed. This study developed a new measure of automaticity to overcome these limitations and relates automaticity to standard outcomes. Subjects were 58 middle-school students (mean age = 13.2 years ± 8 months) with average to below-average reading comprehension. To assess automaticity with an accuracy-based measure, backward masking was used: On half the trials, items were presented for 90 ms and replaced by a nonlinguistic mask; on the other half it was presented unmasked to assess children’s knowledge of the word. This was instantiated in 3 experimental tasks developed to maximize reliance on different reading mappings. Automaticity, particularly in a task stressing meaning, predicted reading fluency over and above knowledge of the relevant grapheme-phoneme mappings. Automaticity in tasks involving nonwords also predicted fluency, suggesting the possibility of automaticity in orthography to phonology mappings. Variation in automatic word recognition did not predict reading comprehension or decoding. This link between automatic written word recognition and fluency has important implications for how automaticity may be targeted to improve reading outcomes. (PsycINFO Database Record (c) 2019 APA, all rights reserved)

Establishing word representations through reading and spelling: comparing degree of orthographic learning

Skilled reading involves rapid and automatic word recognition. Through a self‐teaching process, phonological decoding during reading is thought to establish the word‐specific representations in memory that support efficient word reading. Much is known about orthographic learning during reading; less is understood about this process during spelling. Here, we compared the degree of orthographic learning that occurs during reading and spelling. Forty‐eight children in Grade 2 practised reading or spelling nonwords within stories. Orthographic learning was measured using spelling recognition, spelling production and word naming tasks. Both readers and spellers showed evidence of orthographic learning; however, spellers outperformed readers on all tasks. Overall, results suggest that spelling sets up a higher quality representation in memory and highlight the importance of spelling in the development of word reading efficiency.

Supplemental Material for Automaticity of Word Recognition Is a Unique Predictor of Reading Fluency in Middle-School Students

Supplemental Material for Automaticity of Word Recognition Is a Unique Predictor of Reading Fluency in Middle-School Students

Fluency and comprehension of narrative texts in Turkish students in grades 4 through 8

ABSTRACTThe present study attempted to extend our knowledge of the role of reading fluency in contributing to reading comprehension among Turkish students in grades 4 through 8. One hundred students at each grade level were administered assessments of reading fluency, word recognition automaticity and prosody, and silent reading comprehension. Word recognition automaticity was found to be a significant predictor of comprehension at all grade levels tested. Prosody predicted comprehension at all grades levels except grade 4. Regression analyses at each grade level indicate that, except for grade 4, word recognition automaticity and prosody, together contribute to the prediction of reading comprehension. The magnitude of fluency’s prediction of comprehension ranged from approximately a quarter to a third of comprehension. The results are discussed in terms of policy and instructional changes that may be considered for reading instruction for Turkish students.

Fluency and Comprehension of Expository Texts in Turkish Students in Grades Four through Eight

The present study attempted to extend knowledge of the role of reading fluency in contributing to reading comprehension of expository texts among Turkish students in grades four through eight. One hundred students at each grade level were administered assessments of two measures of reading fluency, word recognition automaticity and prosody, and silent reading comprehension. Word recognition automaticity was found to be a significant predictor of comprehension at all grade levels tested. Prosody predicted comprehension at all grades levels as well except for grades 4 and 5. Regression analyses at each grade level indicates that, except for grades 4 and 5, word recognition automaticity and prosody together contribute to the prediction of reading comprehension. The magnitude of fluency’s prediction of comprehension ranged from approximately a quarter to a third of the variance in comprehension. The results are discussed in terms of policy and instructional changes that may be considered in reading instruction for Turkish students.