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Krasa N, Qin J, Bell Z. Mirror invariance in the subsequent acquisition of a script with separate forms for reading and writing. Trends Neurosci Educ 2024; 36:100233. [PMID: 39266117 DOI: 10.1016/j.tine.2024.100233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 05/29/2024] [Accepted: 06/10/2024] [Indexed: 09/14/2024]
Abstract
PURPOSE Does suppression of mirror-invariance in one script generalize to a subsequently learned script? METHOD We examined mirror invariance in writing and recognition among native Latin-scriptal children and adults (n = 181) learning the Hebrew print script (for reading), and among a subset (n = 92) also learning the Hebrew cursive script (for writing). Hebrew-Latin biscriptal Israeli adults (n = 17) provided comparison. RESULTS For the most part, mirror invariance was more evident in Hebrew print than in Latin in both writing and recognition among native Latin-scriptals. The number of previously acquired scripts had no effect. Letters' text-frequency inversely affected written mirror-error frequency. Written reversal errors were less frequent in cursive; orientation recognition was more fluent in print. CONCLUSIONS Mirror-invariance suppression in one's native script does not generalize to a subsequently acquired script. Factors affecting mirror-invariance suppression in the subsequent script include its form and function and individual letters' text-frequency.
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Affiliation(s)
- Nancy Krasa
- The Ohio State University, Columbus, OH, USA.
| | - Jike Qin
- Academy of Future Education, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Ziv Bell
- The Ohio State University, Columbus, OH, USA
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Cutler L, Greenacre M, Abeare CA, Sirianni CD, Roth R, Erdodi LA. Multivariate models provide an effective psychometric solution to the variability in classification accuracy of D-KEFS Stroop performance validity cutoffs. Clin Neuropsychol 2023; 37:617-649. [PMID: 35946813 DOI: 10.1080/13854046.2022.2073914] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
ObjectiveThe study was designed to expand on the results of previous investigations on the D-KEFS Stroop as a performance validity test (PVT), which produced diverging conclusions. Method The classification accuracy of previously proposed validity cutoffs on the D-KEFS Stroop was computed against four different criterion PVTs in two independent samples: patients with uncomplicated mild TBI (n = 68) and disability benefit applicants (n = 49). Results Age-corrected scaled scores (ACSSs) ≤6 on individual subtests often fell short of specificity standards. Making the cutoffs more conservative improved specificity, but at a significant cost to sensitivity. In contrast, multivariate models (≥3 failures at ACSS ≤6 or ≥2 failures at ACSS ≤5 on the four subtests) produced good combinations of sensitivity (.39-.79) and specificity (.85-1.00), correctly classifying 74.6-90.6% of the sample. A novel validity scale, the D-KEFS Stroop Index correctly classified between 78.7% and 93.3% of the sample. Conclusions A multivariate approach to performance validity assessment provides a methodological safeguard against sample- and instrument-specific fluctuations in classification accuracy, strikes a reasonable balance between sensitivity and specificity, and mitigates the invalid before impaired paradox.
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Affiliation(s)
- Laura Cutler
- Department of Psychology, Neuropsychology Track, University of Windsor, Windsor, Ontario, Canada
| | - Matthew Greenacre
- Schulich School of Medicine, Western University, London, Ontario, Canada
| | - Christopher A Abeare
- Department of Psychology, Neuropsychology Track, University of Windsor, Windsor, Ontario, Canada
| | | | - Robert Roth
- Department of Psychiatry, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, USA
| | - Laszlo A Erdodi
- Department of Psychology, Neuropsychology Track, University of Windsor, Windsor, Ontario, Canada
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Jung S, Moeller K, Klein E, Heller J. Mode effect: An issue of perspective? Writing mode differences in a spelling assessment in German children with and without developmental dyslexia. DYSLEXIA (CHICHESTER, ENGLAND) 2021; 27:373-410. [PMID: 33615629 DOI: 10.1002/dys.1675] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 12/14/2020] [Accepted: 01/25/2021] [Indexed: 06/12/2023]
Abstract
Digital technology has an increasing influence on writing processes. In this context, the question arises whether changes in writing mode (i.e., handwriting vs. computer-keyboard typing) also require changes in writing assessments. However, data directly comparing writing mode influences in children with and without developmental writing deficits are scarce. This study investigated the influence of writing mode in German-speaking, typically developing children and children with developmental dyslexia (DD) from two different levels. Results showed on a general level that writing mode influenced overall spelling accuracy, writing time, and self-corrections comparably in children with and without DD. On a rule-specific level, outcomes for writing time and self-corrections substantiated these findings. However, as regards spelling accuracy, a mode effect was only apparent for capitalization, whereas other spelling rules were resistant to writing mode influences. Present findings suggest that a mode effect is present only for typing specific aspects (e.g., capitalization) rather than reflecting a general influence on orthographic principles (e.g., grapheme-phoneme assignment, morphologic principles). These mode-specific aspects seem to comparably affect the writing performance of typically developing children and children with DD. We recommend writing assessments to consider that different writing modes may influence individual spelling rules differently.
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Affiliation(s)
- Stefanie Jung
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- Department of Psychology, Eberhard Karls University of Tübingen, Tübingen, Germany
| | - Korbinian Moeller
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- Centre for Mathematical Cognition, School of Science, Loughborough University, Loughborough, UK
- LEAD Graduate School and Research Network, University of Tübingen, Tübingen, Germany
- Center for Individual Development and Adaptive Education of Children at Risk (IDeA), Frankfurt, Germany
| | - Elise Klein
- Leibniz-Institut für Wissensmedien, Tübingen, Germany
- LaPsyDÉ, CNRS, Sorbonne Paris Cité, Université de Paris, Paris, France
| | - Juergen Heller
- Department of Psychology, Eberhard Karls University of Tübingen, Tübingen, Germany
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Nayar K, Kang X, Xing J, Gordon PC, Wong PCM, Losh M. A cross-cultural study showing deficits in gaze-language coordination during rapid automatized naming among individuals with ASD. Sci Rep 2021; 11:13401. [PMID: 34183686 PMCID: PMC8238959 DOI: 10.1038/s41598-021-91911-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Accepted: 05/12/2021] [Indexed: 11/09/2022] Open
Abstract
Individuals with autism spectrum disorder (ASD) and their first-degree relatives demonstrate automaticity deficits reflected in reduced eye-voice coordination during rapid automatized naming (RAN), suggesting that RAN deficits may be a genetically meaningful marker of ASD language-related impairments. This study investigated whether RAN deficits in ASD extend to a language typologically distinct from English. Participants included 23 Cantonese-speaking individuals with ASD and 39 controls from Hong Kong (HK), and age- and IQ-comparable groups of previously-studied English-speaking individuals with ASD (n = 45) and controls (n = 44) from the US. Participants completed RAN on an eye tracker. Analyses examined naming time, error rate, measures of eye movement reflecting language automaticity, including eye-voice span (EVS; location of eyes versus the named item) and refixations. The HK-ASD group exhibited longer naming times and more refixations than HK-Controls, in a pattern similar to that observed in the US-ASD group. Cultural effects revealed that both HK groups showed longer EVS and more fixations than US groups. Naming time and refixation differences may be ASD-specific impairments spanning cultures/languages, whereas EVS and fixation frequency may be more variably impacted. A potential underlying mechanism of visual "stickiness" may be contributing to this breakdown in language automaticity in ASD.
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Affiliation(s)
- Kritika Nayar
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, 2240 Campus Drive, Frances Searle Building, #2-366, Evanston, IL, 60208, USA
| | - Xin Kang
- Department of Linguistics and Modern Languages, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Brain and Mind Institute, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Jiayin Xing
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, 2240 Campus Drive, Frances Searle Building, #2-366, Evanston, IL, 60208, USA
| | - Peter C Gordon
- Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patrick C M Wong
- Department of Linguistics and Modern Languages, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Brain and Mind Institute, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Molly Losh
- Roxelyn and Richard Pepper Department of Communication Sciences and Disorders, Northwestern University, 2240 Campus Drive, Frances Searle Building, #2-366, Evanston, IL, 60208, USA.
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Bajre P, Khan A. Developmental dyslexia in Hindi readers: Is consistent sound-symbol mapping an asset in reading? Evidence from phonological and visuospatial working memory. DYSLEXIA (CHICHESTER, ENGLAND) 2019; 25:390-410. [PMID: 31429158 DOI: 10.1002/dys.1632] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Revised: 06/13/2019] [Accepted: 07/24/2019] [Indexed: 06/10/2023]
Abstract
Phonological processing deficit is a hallmark of developmental dyslexia indicating a core cognitive dysfunction. Importance of working memory in reading and its association with the tasks measuring phonological processing is also debated in research. The present study investigates the role of working memory, phonological, and orthographic processing in Hindi-speaking dyslexic children (22 dyslexic and 23 control, of Grade 4). Hindi has a consistent symbol-sound mapping with an extensive list of visually complex graphemes. Although consistent symbol-sound mapping facilitates reading, graphemic complexity has its cost on memory. A range of tasks measuring phonological processing, working memory, and orthographic knowledge was designed and administered. Dyslexic children scored significantly lower than controls not only on working memory tasks but also on the tasks of phonological processing and orthographic knowledge. Moreover, the difference in working memory between dyslexic and normal children was more pronounced with increased task complexity. These results highlight complex relationships between working memory, phonological and orthographic processing together with visual attentional processing in Hindi, that contribute to the reading deficits encountered by children with dyslexia. Their respective contributions are considered in the discussion with some of the visual and phonological features of Hindi orthography and their associated effects in reading.
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Affiliation(s)
- Purnima Bajre
- School of Humanities and Social Sciences, Indian Institute of Technology Mandi, Himachal Pradesh, India
| | - Azizuddin Khan
- Humanities and Social Sciences, Indian Institute of Technology Bombay, Mumbai, India
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Hebert M, Kearns DM, Hayes JB, Bazis P, Cooper S. Why Children With Dyslexia Struggle With Writing and How to Help Them. Lang Speech Hear Serv Sch 2018; 49:843-863. [PMID: 30458545 PMCID: PMC6430506 DOI: 10.1044/2018_lshss-dyslc-18-0024] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 05/23/2018] [Accepted: 07/09/2018] [Indexed: 11/09/2022] Open
Abstract
Purpose Children with dyslexia often have related writing difficulties. In the simple view of writing model, high-quality writing depends on good transcription skills, working memory, and executive function-all of which can be difficult for children with dyslexia and result in poor spelling and low overall writing quality. In this article, we describe the challenges of children with dyslexia in terms of the simple view of writing and instructional strategies to increase spelling and overall writing quality in children with dyslexia. Method For spelling strategies, we conducted systematic searches across 2 databases for studies examining the effectiveness of spelling interventions for students with dyslexia as well as including studies from 2 meta-analyses. To locate other instructional practices to increase writing quality (e.g., handwriting and executive function), we examined recent meta-analyses of writing and supplemented that by conducting forward searches. Results Through the search, we found evidence of effective remedial and compensatory intervention strategies in spelling, transcription, executive function, and working memory. Some strategies included spelling using sound-spellings and morphemes and overall quality using text structure, sentence combining, and self-regulated strategy development. Conclusions Many students with dyslexia experience writing difficulty in multiple areas. However, their writing (and even reading) skills can improve with the instructional strategies identified in this article. We describe instructional procedures and provide links to resources throughout the article.
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Affiliation(s)
- Michael Hebert
- Department of Special Education and Communication Disorders, University of Nebraska-Lincoln
| | - Devin M. Kearns
- Department of Educational Psychology, University of Connecticut, Storrs
| | | | - Pamela Bazis
- Department of Special Education and Communication Disorders, University of Nebraska-Lincoln
| | - Samantha Cooper
- Department of Special Education and Communication Disorders, University of Nebraska-Lincoln
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Ryan M, Jacobson LA, Hague C, Bellows A, Denckla MB, Mahone EM. Rapid automatized naming (RAN) in children with ADHD: An ex-Gaussian analysis. Child Neuropsychol 2016; 23:571-587. [PMID: 27108619 DOI: 10.1080/09297049.2016.1172560] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Children with ADHD demonstrate increased frequent "lapses" in performance on tasks in which the stimulus presentation rate is externally controlled, leading to increased variability in response times. It is less clear whether these lapses are also evident during performance on self-paced tasks, e.g., rapid automatized naming (RAN), or whether RAN inter-item pause time variability uniquely predicts reading performance. A total of 80 children aged 9 to 14 years-45 children with attention-deficit/hyperactivity disorder (ADHD) and 35 typically developing (TD) children-completed RAN and reading fluency measures. RAN responses were digitally recorded for analyses. Inter-stimulus pause time distributions (excluding between-row pauses) were analyzed using traditional (mean, standard deviation [SD], coefficient of variation [CV]) and ex-Gaussian (mu, sigma, tau) methods. Children with ADHD were found to be significantly slower than TD children (p < .05) on RAN letter naming mean response time as well as on oral and silent reading fluency. RAN response time distributions were also significantly more variable (SD, tau) in children with ADHD. Hierarchical regression revealed that the exponential component (tau) of the letter-naming response time distribution uniquely predicted reading fluency in children with ADHD (p < .001, ΔR2 = .16), even after controlling for IQ, basic reading, ADHD symptom severity and age. The findings suggest that children with ADHD (without word-level reading difficulties) manifest slowed performance on tasks of reading fluency; however, this "slowing" may be due in part to lapses from ongoing performance that can be assessed directly using ex-Gaussian methods that capture excessively long response times.
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Affiliation(s)
- Matthew Ryan
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA
| | - Lisa A Jacobson
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,b Department of Psychiatry , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - Cole Hague
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,c Department of Psychology , Loyola University Maryland , Baltimore , MD , USA
| | - Alison Bellows
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA
| | - Martha B Denckla
- d Department of Developmental Cognitive Neurology , Kennedy Krieger Institute , Baltimore , MD , USA.,e Department of Neurology , Johns Hopkins University School of Medicine , Baltimore , MD , USA
| | - E Mark Mahone
- a Department of Neuropsychology , Kennedy Krieger Institute , Baltimore , MD , USA.,b Department of Psychiatry , Johns Hopkins University School of Medicine , Baltimore , MD , USA
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Peñaloza-López Y, Herrera-Rangel A, Pérez-Ruiz SJ, Poblano A. Phonological awareness and sinusoidal amplitude modulation in phonological dislexia. ARQUIVOS DE NEURO-PSIQUIATRIA 2016; 74:293-8. [PMID: 27097001 DOI: 10.1590/0004-282x20160026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 11/30/2015] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Dyslexia is the difficulty of children in learning to read and write as results of neurological deficiencies. The objective was to test the Phonological awareness (PA) and Sinusoidal amplitude modulation (SAM) threshold in children with Phonological dyslexia (PD). METHODS We performed a case-control, analytic, cross sectional study. We studied 14 children with PD and 14 control children from 7 to 11 years of age, by means of PA measurement and by SAM test. The mean age of dyslexic children was 8.39 years and in the control group was 8.15. RESULTS Children with PD exhibited inadequate skills in PA, and SAM. We found significant correlations between PA and SAM at 4 Hertz frequency, and calculated regression equations that predicts between one-fourth and one-third of variance of measurements. CONCLUSION Alterations in PA and SAM found can help to explain basis of deficient language processing exhibited by children with PD.
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Affiliation(s)
- Yolanda Peñaloza-López
- Laboratory of Central Auditory Alterations Research, National Institute of Rehabilitation, Mexico City, México
| | - Aline Herrera-Rangel
- Laboratory of Central Auditory Alterations Research, National Institute of Rehabilitation, Mexico City, México
| | - Santiago J Pérez-Ruiz
- Laboratory of Acoustics, Center of Applied Sciences and Technological Development, National University of Mexico, Mexico City, México
| | - Adrián Poblano
- Laboratory of Cognitive Neurophysiology, National Institute of Rehabilitation, Mexico City, México
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Hiscox L, Leonavičiūtė E, Humby T. The effects of automatic spelling correction software on understanding and comprehension in compensated dyslexia: improved recall following dictation. DYSLEXIA (CHICHESTER, ENGLAND) 2014; 20:208-224. [PMID: 24976387 DOI: 10.1002/dys.1480] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Revised: 06/04/2014] [Accepted: 06/05/2014] [Indexed: 06/03/2023]
Abstract
Dyslexia is associated with difficulties in language-specific skills such as spelling, writing and reading; the difficulty in acquiring literacy skills is not a result of low intelligence or the absence of learning opportunity, but these issues will persist throughout life and could affect long-term education. Writing is a complex process involving many different functions, integrated by the working memory system; people with dyslexia have a working memory deficit, which means that concentration on writing quality may be detrimental to understanding. We confirm impaired working memory in a sample of university students with (compensated) dyslexia, and using a within-subject design with three test conditions, we show that these participants demonstrated better understanding of a piece of text if they had used automatic spelling correction software during a dictation/transcription task. We hypothesize that the use of the autocorrecting software reduced demand on working memory, by allowing word writing to be more automatic, thus enabling better processing and understanding of the content of the transcriptions and improved recall. Long-term and regular use of autocorrecting assistive software should be beneficial for people with and without dyslexia and may improve confidence, written work, academic achievement and self-esteem, which are all affected in dyslexia.
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Affiliation(s)
- Lucy Hiscox
- School of Psychology, Cardiff University, Park Place, Cardiff, CF10 3AT, UK
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Treiman R, Gordon J, Boada R, Peterson RL, Pennington BF. Statistical Learning, Letter Reversals, and Reading. SCIENTIFIC STUDIES OF READING : THE OFFICIAL JOURNAL OF THE SOCIETY FOR THE SCIENTIFIC STUDY OF READING 2014; 18:383-394. [PMID: 25642131 PMCID: PMC4309997 DOI: 10.1080/10888438.2013.873937] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Reversal errors play a prominent role in theories of reading disability. We examined reversal errors in the writing of letters by 5-6-year-old children. Of the 130 children, 92 had a history of difficulty in producing speech sounds, a risk factor for reading problems. Children were more likely to reverse letter forms that face left, such as 〈d〉 and 〈J〉, than forms that face right, such as 〈b〉 and 〈C〉. We propose that this asymmetry reflects statistical learning: Children implicitly learn that the right-facing pattern is more typical of Latin letters. The degree of asymmetry that a child showed was not related to the child's reading skill at Time 2, 2 ¾ years later. Although children who went on to become poorer readers made more errors in the letter writing task than children who went on to become better readers, they were no more likely to make reversal errors.
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Berninger VW, Abbott RD. Differences between Children with Dyslexia Who Are and Are Not Gifted in Verbal Reasoning. THE GIFTED CHILD QUARTERLY 2013; 57:10.1177/0016986213500342. [PMID: 24249873 PMCID: PMC3829472 DOI: 10.1177/0016986213500342] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
New findings are presented for children in grades 1 to 9 who qualified their families for a multi-generational family genetics study of dyslexia (impaired word decoding/spelling) who had either superior verbal reasoning (n=33 at or above 1 2/3 standard deviation, superior or better range; 19% of these children) or average verbal reasoning (n=31 below population mean, but above - 2/3 standard deviation, average range; 18% of these children). Evidence-based rationale and results supporting the tested hypotheses are provided: (a) twice exceptional students with superior verbal reasoning and dyslexia significantly outperformed those with average verbal reasoning and dyslexia on reading, spelling, morphological, and syntactic skills, (b) but not on verbal working-memory behavioral markers of genetically based dyslexia related to impaired phonological and orthographic word-form storage and processing, naming orthographic symbols (phonological loop), writing orthographic symbols (orthographic loop), and supervisory attention (focus, switch, sustain, or monitor attention). Superior verbal reasoning may mask dyslexia if only very low achievement is used to identify this disorder of oral word reading and written spelling. Instruction for twice exceptional students who have dyslexia, but are also verbally gifted, should focus not only on oral word reading and written spelling but also the impaired working memory components within intellectually engaging lesson sets. These findings for gifted students with dyslexia are situated within the broader context of the many kinds of twice exceptionalities related to specific learning disabilities that exist in school-age children and youth.
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Raskind WH, Peter B, Richards T, Eckert MM, Berninger VW. The genetics of reading disabilities: from phenotypes to candidate genes. Front Psychol 2013; 3:601. [PMID: 23308072 PMCID: PMC3538356 DOI: 10.3389/fpsyg.2012.00601] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 12/18/2012] [Indexed: 12/19/2022] Open
Abstract
This article provides an overview of (a) issues in definition and diagnosis of specific reading disabilities at the behavioral level that may occur in different constellations of developmental and phenotypic profiles (patterns); (b) rapidly expanding research on genetic heterogeneity and gene candidates for dyslexia and other reading disabilities; (c) emerging research on gene-brain relationships; and (d) current understanding of epigenetic mechanisms whereby environmental events may alter behavioral expression of genetic variations. A glossary of genetic terms (denoted by bold font) is provided for readers not familiar with the technical terms.
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Affiliation(s)
- Wendy H Raskind
- Department of Medicine, University of Washington Seattle, WA, USA ; Department of Psychiatry and Behavioral Sciences, University of Washington Seattle, WA, USA
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