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Nandakumar R, Shi X, Gu H, Kim Y, Raskind WH, Peter B, Dinu V. Joint exome and metabolome analysis in individuals with dyslexia: Evidence for associated dysregulations of olfactory perception and autoimmune functions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.27.600448. [PMID: 39005457 PMCID: PMC11244894 DOI: 10.1101/2024.06.27.600448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Dyslexia is a learning disability that negatively affects reading, writing, and spelling development at the word level in 5%-9% of children. The phenotype is variable and complex, involving several potential cognitive and physical concomitants such as sensory dysregulation and immunodeficiencies. The biological pathogenesis is not well-understood. Toward a better understanding of the biological drivers of dyslexia, we conducted the first joint exome and metabolome investigation in a pilot sample of 30 participants with dyslexia and 13 controls. In this analysis, eight metabolites of interest emerged (pyridoxine, kynurenic acid, citraconic acid, phosphocreatine, hippuric acid, xylitol, 2-deoxyuridine, and acetylcysteine). A metabolite-metabolite interaction analysis identified Krebs cycle intermediates that may be implicated in the development of dyslexia. Gene ontology analysis based on exome variants resulted in several pathways of interest, including the sensory perception of smell (olfactory) and immune system-related responses. In the joint exome and metabolite analysis, the olfactory transduction pathway emerged as the primary pathway of interest. Although the olfactory transduction and Krebs cycle pathways have not previously been described in dyslexia literature, these pathways have been implicated in other neurodevelopmental disorders including autism spectrum disorder and obsessive-compulsive disorder, suggesting the possibility of these pathways playing a role in dyslexia as well. Immune system response pathways, on the other hand, have been implicated in both dyslexia and other neurodevelopmental disorders.
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McKee K, Rothschild D, Young SR, Uttal DH. Looking Ahead: Advancing Measurement and Analysis of the Block Design Test Using Technology and Artificial Intelligence. J Intell 2024; 12:53. [PMID: 38921688 PMCID: PMC11204419 DOI: 10.3390/jintelligence12060053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 05/18/2024] [Accepted: 05/21/2024] [Indexed: 06/27/2024] Open
Abstract
The block design test (BDT) has been used for over a century in research and clinical contexts as a measure of spatial cognition, both as a singular ability and as part of more comprehensive intelligence assessment. Traditionally, the BDT has been scored using methods that do not reflect the full potential of individual differences that could be measured by the test. Recent advancements in technology, including eye-tracking, embedded sensor systems, and artificial intelligence, have provided new opportunities to measure and analyze data from the BDT. In this methodological review, we outline the information that BDT can assess, review several recent advancements in measurement and analytic methods, discuss potential future uses of these methods, and advocate for further research using these methods.
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Affiliation(s)
- Kiley McKee
- Department of Psychology, Northwestern University, Evanston, IL 60208, USA
| | | | - Stephanie Ruth Young
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
| | - David H. Uttal
- Department of Psychology, Northwestern University, Evanston, IL 60208, USA
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Mammarella IC, Cardillo R, Orefice C. Trajectory assessments of cognitive, visuospatial, and academic profile in nonverbal learning disability (visuospatial developmental disorder). RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 139:104540. [PMID: 37270907 DOI: 10.1016/j.ridd.2023.104540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 04/25/2023] [Accepted: 05/23/2023] [Indexed: 06/06/2023]
Abstract
Substantial progress has been made in defining children with nonverbal learning disability (NLD), but longitudinal studies are still lacking. To start filling this gap, we examined changes in general cognitive functioning, visuo-constructive skills, and academic profiles in a group of children with NLD, also taking into account any internalizing and externalizing symptom as transdiagnostic features. A total of 30 participants (24 boys) diagnosed with NLD were tested twice, with a three-year gap between the two assessments (T1: at age 8-13; T2: at 11-16), on their cognitive profile, visuospatial abilities, and academic performance (i.e., reading, writing and arithmetic abilities). At T2, any internalizing and externalizing symptom was also investigated. Statistically significant differences emerged between the two assessments in terms of the WISC-IV Perceptual Reasoning Index (PRI), handwriting speed and arithmetical fact retrieval. The NLD profile seems to be characterized by a relative stability in its core features during a child's development, as regards both weaknesses (i.e., visuospatial processing) and strengths (i.e., verbal abilities). The presence of internalizing and externalizing symptoms also suggested the importance to analyze transdiagnostic features rather than only sharp boundaries between conditions.
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Affiliation(s)
- Irene C Mammarella
- Department of Developmental and Social Psychology, University of Padova, Italy.
| | - Ramona Cardillo
- Department of Developmental and Social Psychology, University of Padova, Italy; UOC di Neuropsichiatria Infantile, Dipartimento di Salute della Donna e del Bambino, Azienda Ospedale-Università di Padova, Italy
| | - Camilla Orefice
- Department of Developmental and Social Psychology, University of Padova, Italy
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Coccaro A, Di Bono MG, Maffei A, Orefice C, Lievore R, Mammarella I, Liotti M. Resting State Dynamic Reconfiguration of Spatial Attention Cortical Networks and Visuospatial Functioning in Non-Verbal Learning Disability (NVLD): A HD-EEG Investigation. Brain Sci 2023; 13:brainsci13050731. [PMID: 37239203 DOI: 10.3390/brainsci13050731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 04/13/2023] [Accepted: 04/24/2023] [Indexed: 05/28/2023] Open
Abstract
Nonverbal learning disability (NVLD) is a neurodevelopmental disorder characterized by deficits in visuospatial processing but spared verbal competencies. Neurocognitive markers may provide confirmatory evidence for characterizing NVLD as a separate neurodevelopmental disorder. Visuospatial performance and high-density electroencephalography (EEG) were measured in 16 NLVD and in 16 typically developing (TD) children. Cortical source modeling was applied to assess resting-state functional connectivity (rs-FC) in spatial attention networks (dorsal (DAN) and ventral attention networks (VAN)) implicated in visuospatial abilities. A machine-learning approach was applied to investigate whether group membership could be predicted from rs-FC maps and if these connectivity patterns were predictive of visuospatial performance. Graph theoretical measures were applied to nodes inside each network. EEG rs-FC maps in the gamma and beta band differentiated children with and without NVLD, with increased but more diffuse and less efficient functional connections bilaterally in the NVLD group. While rs-FC of the left DAN in the gamma range predicted visuospatial scores for TD children, in the NVLD group rs-FC of the right DAN in the delta range predicted impaired visuospatial performance, confirming that NVLD is a disorder with a predominant dysfunction in right hemisphere connectivity patterns.
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Affiliation(s)
- Ambra Coccaro
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
- Padova Neuroscience Center, University of Padova, Via Orus 2/B, 35129 Padova, Italy
| | - Maria Grazia Di Bono
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
| | - Antonio Maffei
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
- Padova Neuroscience Center, University of Padova, Via Orus 2/B, 35129 Padova, Italy
| | - Camilla Orefice
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
| | - Rachele Lievore
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
| | - Irene Mammarella
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
| | - Mario Liotti
- Department of Developmental and Social Psychology, University of Padova, Via Venezia 8, 35131 Padova, Italy
- Padova Neuroscience Center, University of Padova, Via Orus 2/B, 35129 Padova, Italy
- Department of Psychology, Simon Fraser University, Burnaby, BC V5A1S6, Canada
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Giofrè D, Allen K, Toffalini E, Caviola S. The Impasse on Gender Differences in Intelligence: a Meta-Analysis on WISC Batteries. EDUCATIONAL PSYCHOLOGY REVIEW 2022. [DOI: 10.1007/s10648-022-09705-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AbstractThis meta-analysis reviews 79 studies (N = 46,605) that examined the existence of gender difference on intelligence in school-aged children. To do so, we limited the literature search to works that assessed the construct of intelligence through the Wechsler Intelligence Scales for Children (WISC) batteries, evaluating eventual gender differences in indices and subtests. The theoretical framework we adopted is the cross-battery approach which locates cognitive abilities into different levels, also considering the possible mediating effect of the version of the WISC being used. As for broad abilities, a notable discrepancy emerged in favour of males for visual and crystallized intelligence, while female/male differences on fluid intelligence were negligible. Conversely, females’ performance on the processing speed factor was superior. Interesting results emerged at the subtest levels, albeit with less pronounced differences in performance. Results generally showed that older versions of WISC batteries displayed larger gender differences compared to the most recent ones.
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Fisher PW, Reyes-Portillo JA, Riddle MA, Litwin HD. Systematic Review: Nonverbal Learning Disability. J Am Acad Child Adolesc Psychiatry 2022; 61:159-186. [PMID: 33892110 DOI: 10.1016/j.jaac.2021.04.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 03/18/2021] [Accepted: 04/02/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To summarize the current state of the research literature on nonverbal learning disability (NVLD), including criteria used to define NVLD in research contexts and the quality of the extant research; and to determine what research can tell us about ways in which NVLD is distinct from DSM neurodevelopmental disorders and typical development. METHOD A systematic search of 7 databases was conducted to identify research on NVLD published through February 2019. Criteria used to define NVLD were extracted from identified studies and sorted by category. Each study was assessed for risk of bias and rated "good," "fair," or "poor;" findings from studies rated good or fair were summarized. RESULTS A total of 61 articles (63 studies) met inclusion criteria. There was great heterogeneity in the criteria used to define NVLD. Deficits in visuospatial ability/intelligence was the most common criterion used, followed by discrepancy between verbal and nonverbal intelligence (VIQ>PIQ split of 10 or greater). All studies were cross-sectional and most included small, poorly described samples. Most studies focused on children and young adolescents. Eight studies were rated as good, 42 as fair, and 13 as poor. Review of results from the 50 good or fair studies suggest that there is sufficient evidence that youths with NVLD (as defined by significant deficits in visuospatial abilities) can be clearly differentiated from their typically developing peers, those with verbal learning disorders, and from other clinical groups (eg, individuals with high functioning autism). CONCLUSION A standard set of criteria for determining an NVLD diagnosis would greatly improve research studies and the possibility of inclusion in the DSM and the International Classification of Diseases.
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Affiliation(s)
- Prudence W Fisher
- Drs. Fisher, Reyes-Portillo, and Litwin are with New York State Psychiatric Institute and Columbia University Irving Medical Center, New York.
| | - Jazmin A Reyes-Portillo
- Drs. Fisher, Reyes-Portillo, and Litwin are with New York State Psychiatric Institute and Columbia University Irving Medical Center, New York; Dr. Reyes-Portillo is also with Montclair State University, New Jersey
| | - Mark A Riddle
- Dr. Riddle is with The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hillary D Litwin
- Drs. Fisher, Reyes-Portillo, and Litwin are with New York State Psychiatric Institute and Columbia University Irving Medical Center, New York
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Peter B, Albert A, Panagiotides H, Gray S. Sequential and spatial letter reversals in adults with dyslexia during a word comparison task: demystifying the "was saw" and "db" myths. CLINICAL LINGUISTICS & PHONETICS 2021; 35:340-367. [PMID: 31959003 DOI: 10.1080/02699206.2019.1705916] [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: 11/09/2019] [Revised: 12/10/2019] [Accepted: 12/13/2019] [Indexed: 06/10/2023]
Abstract
Whether sequential and spatial letter reversals characterize dyslexia in children has been unclear, largely due to developmental variability of these errors in children with and without dyslexia. Here we demonstrate both types of reversals for the first time in adults with dyslexia (n = 22) but not in control adults (n = 20). Participants evaluated 576 word pairs that consisted of two identical words or two words that differed subtly, by categorizing them as same or different. Two subsets of word pairs differed in sequential (e.g. "two tow") and spatial (e.g. "cob cod") letter reversals. The adults with dyslexia were less accurate than the controls regarding both types of word pairs. Their accuracy during left/right letter reversals was lower, compared to both up/down letter reversals (e.g. "cub cup") and nonsymmetric letter similarities (e.g. "half halt"). Accuracy during left/right reversals was correlated with accuracy during sequential rearrangement in the word pair task as well as with a composite measure of sequential processing based on nonword repetition, nonword reading, and multisyllabic word repetition. It was also correlated with a composite measure of literacy skills. A subset of the dyslexia group who produced left/right errors during a rapid single letter naming task obtained lower accuracy than the dyslexia subgroup without such errors during both types of letter reversals, and their overall literacy skills were lower. We conclude that sequential and left/right letter reversals characterize a severe dyslexia subtype. These two types of reversal are associated, are part of a general deficit in sequential processing likely due to cerebellar deficits, and persist into adulthood.
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Affiliation(s)
- Beate Peter
- Speech and Hearing Science, College of Health Solutions, Arizona State University, Tempe, Arizona, USA
- Department of Communication Sciences and Disorders, Saint Louis University, Saint Louis, Missouri, USA
| | - Andria Albert
- Speech and Hearing Science, College of Health Solutions, Arizona State University, Tempe, Arizona, USA
| | - Heracles Panagiotides
- Jackson School of International Studies, University of Washington, Seattle, Washington, USA
| | - Shelley Gray
- Speech and Hearing Science, College of Health Solutions, Arizona State University, Tempe, Arizona, USA
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Cardillo R, Vio C, Mammarella IC. A comparison of local-global visuospatial processing in autism spectrum disorder, nonverbal learning disability, ADHD and typical development. RESEARCH IN DEVELOPMENTAL DISABILITIES 2020; 103:103682. [PMID: 32442872 DOI: 10.1016/j.ridd.2020.103682] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 04/08/2020] [Accepted: 04/30/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Research on visuospatial functioning has revealed cognitive challenges for children with autism spectrum disorder (ASD), nonverbal learning disability (NLD) and attention deficit hyperactivity disorder (ADHD). These disorders are characterized by some overlapping symptoms, making their diagnosis a challenge. AIMS The study aims to clarify the role of visuospatial abilities in their neuropsychological profiles by investigating different visuospatial domains and their interplay with the local-global processing. METHOD AND PROCEDURES Participants (N = 150) with ASD, NLD, or ADHD were compared with typically-developing (TD) children on visuospatial processing speed, visuo-perceptual abilities, visuo-constructive abilities, and visuospatial working memory. Generalized mixed-effects models were performed and receiver operating characteristic curves were estimated to express the usefulness of a local-global processing index in discriminating groups. OUTCOMES AND RESULTS The NLD group was impaired in all domains; children with ADHD revealed a heterogeneous profile, with greater impairments in visuospatial processing speed; ASD and TD groups were comparable. The local-global processing index had predictive power in discriminating among groups in visuo-constructive task. CONCLUSIONS AND IMPLICATIONS The study of visuospatial abilities of children with ASD, NLD and ADHD might help to understand strengths and weaknesses in their neuropsychological profile and to differentiate between them. Clinical implications of these findings are discussed.
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Affiliation(s)
- Ramona Cardillo
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Claudio Vio
- Child Neuropsychiatry Unit, San Donà di Piave, Venice, Italy.
| | - Irene C Mammarella
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
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Mammarella IC, Cornoldi C. Nonverbal learning disability (developmental visuospatial disorder). HANDBOOK OF CLINICAL NEUROLOGY 2020; 174:83-91. [PMID: 32977898 DOI: 10.1016/b978-0-444-64148-9.00007-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Nonverbal learning disability is a neurodevelopmental disorder with a core deficit in visuospatial processing with possibly associated problems in attention, motor, academic, and social skills, but without associated neurologic or genetic syndromes. The present chapter, after a brief historic overview of this disorder, will present fresh evidence that clearly shows neuropsychologic and neuroanatomical distinctions between children with nonverbal learning disability and those with other neurodevelopmental disorders. It ends with an attempt to find shared and valid diagnostic criteria. Acknowledging this disorder as a distinct diagnostic category will open up new research avenues with important scientific and clinical implications.
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Affiliation(s)
- Irene C Mammarella
- Department of Developmental and Social Psychology, University of Padova, Padova, Italy.
| | - Cesare Cornoldi
- Department of General Psychology, University of Padova, Padova, Italy
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Cardillo R, Lanfranchi S, Mammarella IC. A cross-task comparison on visuospatial processing in autism spectrum disorders. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2019; 24:765-779. [PMID: 31778069 DOI: 10.1177/1362361319888341] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
This study aimed to draw a cross-task comparison on visuospatial processing in autism spectrum disorder without intellectual disability. Participants with autism spectrum disorder were matched with typically developing individuals on general intelligence and perceptual reasoning index. The two groups were subsequently compared on visuospatial processing speed, visuo-perceptual, visuo-constructive, and visuospatial working memory tasks. Our results revealed similar performances between autism spectrum disorder and typically developing individuals on measures of visuospatial processing speed and visuospatial working memory. The autism spectrum disorder group showed slower reaction times than the typically developing group in the visuo-perceptual task, when stimuli were characterized by a minimum level of perceptual cohesiveness, revealing weaker spatial integration abilities. Concerning the visuo-constructive domain, no differences between the autism spectrum disorder and the typically developing group emerged for the unsegmented condition, revealing that our participants with autism spectrum disorder were similar to the typically developing group in the local analysis of the stimuli. The discussion takes into account the role of individual differences on visuospatial intelligence, task requirements, and cognitive domains to clarify the visuospatial processing skills of individuals with autism spectrum disorder.
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Auditory gating in adults with dyslexia: An ERP account of diminished rapid neural adaptation. Clin Neurophysiol 2019; 130:2182-2192. [DOI: 10.1016/j.clinph.2019.07.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 07/08/2019] [Accepted: 07/19/2019] [Indexed: 12/13/2022]
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Poletti M. A research framework to isolate visuospatial from childhood motor coordination phenotypes. APPLIED NEUROPSYCHOLOGY-CHILD 2018; 8:383-388. [PMID: 29671621 DOI: 10.1080/21622965.2018.1455583] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Clinicians acknowledge the presence of developmental cognitive phenotypes mainly characterized by a specific visuospatial impairment in presence of intact verbal functioning (usually referred as Nonverbal Learning Disability: NLD) since many decades, without providing sufficient empirical evidence supporting their nosological validity and inclusion in current diagnostic manuals. This contribution suggests that the goal of including NLD in future diagnostic manuals could be achieved only be the demonstration of the validity of this hypothesized clinical category. Considering the blind spot of empirical literature represented by the differential diagnosis of NLD, this issue should the primary focus of empirical research supported by a renewed interest on NLD. Both neurophysiological and clinical evidence suggest that the differential diagnosis and the related empirical comparison should be primarily settled with Developmental Coordination Disorder, looking for the possible identification of children presenting a visuospatial impairment in absence of severe motor coordination impairment. In conclusion, further studies are needed to support the validity of NLD as valid diagnostic category to be included in future revisions of diagnostic manuals.
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Affiliation(s)
- Michele Poletti
- Department of Mental Health and Pathological Addiction, Child and Adolescent Neuropsychiatry Service, AUSL of Reggio Emilia , Reggio Emilia , Italy
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Attout L, Noël MP, Rousselle L. The effect of visual arrangement on visuospatial short-term memory: Insights from children with 22q11.2 deletion syndrome. Cogn Neuropsychol 2018; 35:352-360. [PMID: 29642756 DOI: 10.1080/02643294.2018.1461616] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Recent models of visuospatial (VSSP) short-term memory postulate the existence of two dissociable mechanisms depending on whether VSSP information is presented simultaneously or sequentially. However, they do not specify to what extent VSSP short-term memory is under the influence of general VSSP processing. This issue was examined in people with 22q11.2 deletion syndrome, a genetic condition involving a VSSP deficit. The configuration of VSSP information was manipulated (structured vs. unstructured) to explore the impact of arrangement on VSSP short-term memory. Two presentation modes were used to see whether the VSSP arrangement has the same impact on simultaneous and sequential short-term memory. Compared to children matched on chronological age, children with 22q11.2 deletion syndrome showed impaired performance only for structured arrangement, regardless of the presentation mode, suggesting an influence of VSSP processing on VSSP short-term memory abilities. A revised cognitive architecture for a model of VSSP short-term memory is proposed.
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Affiliation(s)
- Lucie Attout
- a Psychological Sciences Research Institute , Catholic University of Louvain , Louvain-la-Neuve , Belgium.,b Research Unit "Enfances" , University of Liège , Liège , Belgium
| | - Marie-Pascale Noël
- a Psychological Sciences Research Institute , Catholic University of Louvain , Louvain-la-Neuve , Belgium
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Psychometric Markers of Genuine and Feigned Neurodevelopmental Disorders in the Context of Applying for Academic Accommodations. PSYCHOLOGICAL INJURY & LAW 2017. [DOI: 10.1007/s12207-017-9287-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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