Implicit Learning is Intact in Adult Developmental Dyslexic Readers: Evidence from the Serial Reaction Time Task and Artificial Grammar Learning

Previous research yielded equivocal results concerning implicit learning abilities of developmental dyslexic readers. These studies employed a sequence learning task that requires a motor response to each stimulus. However, implicit learning has been often studied using non-motor tasks. Thus, we investigated implicit learning capabilities of adult developmental dyslexic readers in two standard implicit learning paradigms differing in the involvement of the motor system, namely the serial response time task (SRTT) and artificial grammar learning (AGL). Twelve adult developmental dyslexic and twelve age- and sex- matched normal readers were tested. In the serial response time task (SRTT), participants are exposed to a structured display. Learning is measured by comparing response time (RT) to the structured sequence with RT to a random display. In the artificial grammar learning task (AGL), letter strings following a markovian finite state grammar are presented. In a subsequent test phase subjects have to judge new letter strings according to their grammaticality. Learning of the stimulus regularities was found in both tasks and for both groups of subjects. Furthermore, participants were unaware of the underlying stimulus construction principles. Dyslexic readers were unimpaired in SRTT as well as artificial grammar learning relative to normal readers. These findings show that implicit learning is intact in dyslexia. Intact implicit learning capabilities should be taken into account when designing training programs for developmental dyslexic readers. Research of JR (RU846-1/1) and TFM (various grants) is supported financially by the German Research Foundation (Deutsche Forschungsgemeinschaft, DFG).

[1]  S. N. Decker Cognitive processing rates among disabled and normal reading young adults: A nine year follow-up study , 1989 .

[2]  M Eimer,et al.  Explicit and implicit learning of event sequences: evidence from event-related brain potentials. , 1996, Journal of experimental psychology. Learning, memory, and cognition.

[3]  S. Mostofsky,et al.  Evidence for a deficit in procedural learning in children and adolescents with autism: Implications for cerebellar contribution , 2000, Journal of the International Neuropsychological Society.

[4]  P. Skudlarski,et al.  Disruption of posterior brain systems for reading in children with developmental dyslexia , 2002, Biological Psychiatry.

[5]  Axel Cleeremans,et al.  Implicit learning: news from the front , 1998, Trends in Cognitive Sciences.

[6]  M. Molinari,et al.  Cerebellum and procedural learning: evidence from focal cerebellar lesions. , 1997, Brain : a journal of neurology.

[7]  M. Bruck Word-Recognition Skills of Adults with Childhood Diagnoses of Dyslexia. , 1990 .

[8]  Daniel B. Willingham,et al.  A Neuropsychological Theory of Motor Skill Learning , 2004 .

[9]  John J. Feeney,et al.  Implicit learning of higher order sequences in middle age. , 2002, Psychology and aging.

[10]  H. Hécaen Specific reading disability advances in theory and method: Edited by D.J. Bakker and P. Satz. Rotterdam University Press, Rotterdam, 1970. 166 pp. , 1971 .

[11]  Paul J. Reber,et al.  Neural Correlates of Artificial Grammar Learning , 2002, NeuroImage.

[12]  Thomas F Münte,et al.  Human error monitoring during implicit and explicit learning of a sensorimotor sequence , 2003, Neuroscience Research.

[13]  B. Rourke,et al.  Learning-disabled Brains: A Review of the Literature , 2003, Journal of clinical and experimental neuropsychology.

[14]  M. Moscovitch,et al.  Attention and Performance 15: Conscious and Nonconscious Information Processing , 1994 .

[15]  F. Ramus,et al.  Developmental dyslexia : specific phonological deficit or general sensorimotor dysfunction ? , 2003 .

[16]  D R Shanks,et al.  Neuronal correlates of familiarity-driven decisions in artificial grammar learning , 2003, Neuroreport.

[17]  F. Wood,et al.  Neuropsychological profile of adult dyslexics , 1990, Brain and Language.

[18]  Scott T. Grafton,et al.  Attention and stimulus characteristics determine the locus of motor-sequence encoding. A PET study. , 1997, Brain : a journal of neurology.

[19]  Richard I. Ivry,et al.  Attention and structure in sequence learning. , 1990 .

[20]  M. Molinari,et al.  Neuronal plasticity of interrelated cerebellar and cortical networks , 2002, Neuroscience.

[21]  Seth J. Ramus,et al.  Intact Artificial Grammar Learning in Amnesia: Dissociation of Classification Learning and Explicit Memory for Specific Instances , 1992 .

[22]  Karl J. Friston,et al.  Functional anatomy of human procedural learning determined with regional cerebral blood flow and PET , 1992, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[23]  S. Tarver,et al.  Comparison of dyslexic and nondyslexic adults on decoding and phonemic awareness tasks , 1989, Annals of dyslexia.

[24]  E. L. Berry,et al.  Association of abnormal cerebellar activation with motor learning difficulties in dyslexic adults , 1999, The Lancet.

[25]  J. Schmahmann,et al.  The cerebellar cognitive affective syndrome. , 1998, Brain : a journal of neurology.

[26]  P. Frensch,et al.  Effects of presentation rate and individual differences in short-term memory capacity on an indirect measure of serial learning , 1994, Memory & cognition.

[27]  Uta Frith,et al.  Evidence for implicit sequence learning in dyslexia. , 2002, Dyslexia.

[28]  Iring Koch,et al.  The impact of response mode on implicit and explicit sequence learning. , 2002, Experimental psychology.

[29]  J. Doyon,et al.  Role of the Striatum, Cerebellum, and Frontal Lobes in the Learning of a Visuomotor Sequence , 1997, Brain and Cognition.

[30]  K. Flannery,et al.  Male prevalence for reading disability is found in a large sample of Black and White children free from ascertainment bias , 2000, Journal of the International Neuropsychological Society.

[31]  Mark Brosnan,et al.  Executive functioning in adults and children with developmental dyslexia , 2002, Neuropsychologia.

[32]  N. Chater,et al.  Transfer in artificial grammar learning : A reevaluation , 1996 .

[33]  B. Pennington,et al.  Genetics of Dyslexia , 2008 .

[34]  D. Francis,et al.  Persistence of dyslexia: the Connecticut Longitudinal Study at adolescence. , 1999, Pediatrics.

[35]  T. Münte,et al.  Recognition Memory for High- and Low-Frequency Words in Adult Normal and Dyslexic Readers: An Event-Related Brain Potential Study , 2003, Journal of clinical and experimental neuropsychology.

[36]  D. Wechsler WAIS-R manual : Wechsler adult intelligence scale-revised , 1981 .

[37]  Tim Curran,et al.  Attentional and Nonattentional Forms of Sequence Learning , 1993 .

[38]  Á. Pascual-Leone,et al.  Effect of focal cerebellar lesions on procedural learning in the serial reaction time task , 1998, Experimental Brain Research.

[39]  F Rösler,et al.  Implicit and explicit learning of event sequences: evidence for distinct coding of perceptual and motor representations. , 2000, Acta psychologica.

[40]  Thomas F Münte,et al.  Differences in incidental and intentional learning of sensorimotor sequences as revealed by event-related brain potentials. , 2003, Brain research. Cognitive brain research.

[41]  Pierre Perruchet,et al.  Synthetic grammar learning: Implicit rule abstraction or explicit fragmentary knowledge? Journal of , 1990 .

[42]  A. Reber Implicit learning and tacit knowledge , 1993 .

[43]  A. Reber Implicit learning of artificial grammars , 1967 .

[44]  M. Snowling,et al.  Dyslexia: a hundred years on , 1990, BMJ.

[45]  R. Woods,et al.  Abnormal processing of visual motion in dyslexia revealed by functional brain imaging , 1996, Nature.

[46]  Frank Rösler,et al.  Response Anticipation Processes in the Learning of a Sensorimotor Sequence: Evidence from the Latera , 2001 .

[47]  D. Shanks,et al.  Characteristics of dissociable human learning systems , 1994, Behavioral and Brain Sciences.

[48]  D. Howard,et al.  Serial pattern learning by event observation. , 1992, Journal of experimental psychology. Learning, memory, and cognition.

[49]  Z. Dienes,et al.  Implicit learning: Below the subjective threshold , 1997 .

[50]  J. Fletcher,et al.  Prevalence of reading disability in boys and girls. Results of the Connecticut Longitudinal Study. , 1990, JAMA.

[51]  D. Brooks,et al.  Motor sequence learning: a study with positron emission tomography , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[52]  R. Reber,et al.  The use of Control Groups in Artificial Grammar Learning , 2003, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[53]  G Deuschl,et al.  Intact artificial grammar learning in patients with cerebellar degeneration and advanced Parkinson’s disease , 2002, Neuropsychologia.

[54]  H. Huynh,et al.  Conditions under Which Mean Square Ratios in Repeated Measurements Designs Have Exact F-Distributions , 1970 .

[55]  Bertram Opitz,et al.  Interactions of the hippocampal system and the prefrontal cortex in learning language-like rules , 2003, NeuroImage.

[56]  Dianne C. Berry Implicit learning: twenty-five years on. A tutorial , 1994 .

[57]  P. Dean,et al.  Developmental dyslexia: the cerebellar deficit hypothesis , 2001, Trends in Neurosciences.

[58]  Richard S. J. Frackowiak,et al.  Is developmental dyslexia a disconnection syndrome? Evidence from PET scanning. , 1996, Brain : a journal of neurology.

[59]  Udo Rauchfleisch,et al.  5.4 Hamburg-Wechsler Intelligenztest für Erwachsene, Revision 1991 (Tewes, 1994) , 2001 .

[60]  M. Linden,et al.  Associative chunk strength in artificial grammar learning. , 1997 .

[61]  A. Fawcett,et al.  Automaticity: A new framework for dyslexia research? , 1990, Cognition.

[62]  M. Van der Linden,et al.  Implicit sequence learning in children. , 1998, Journal of experimental child psychology.

[63]  M. Habib,et al.  The neurological basis of developmental dyslexia: an overview and working hypothesis. , 2000, Brain : a journal of neurology.

[64]  Arthur S. Reber,et al.  Implicit and explicit learning: individual differences and IQ. , 1991 .

[65]  M. Ziessler,et al.  Sequence learning in Parkinson’s disease: The effect of spatial stimulus–response compatibility , 2003, Brain and Cognition.

[66]  M Hallett,et al.  Executive function and motor skill learning. , 1997, International review of neurobiology.

[67]  Laura Petrosini,et al.  Implicit learning deficit in children with developmental dyslexia , 2003, Neuropsychologia.

[68]  Z. Dienes,et al.  On the modality independence of implicitly learned grammatical knowledge , 1995 .

[69]  Annie Vinter,et al.  The formation of structurally relevant units in artificial grammar learning , 2002, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[70]  P McGeorge,et al.  The relationships between psychometric intelligence and learning in an explicit and an implicit task. , 1997, Journal of experimental psychology. Learning, memory, and cognition.

[71]  Serge Ruff,et al.  Enhanced response of the left frontal cortex to slowed down speech in dyslexia: an fMRI study , 2002, Neuroreport.

[72]  Michael A. Stadler,et al.  Handbook of implicit learning , 1998 .

[73]  D. Schaid,et al.  Incidence of reading disability in a population-based birth cohort, 1976-1982, Rochester, Minn. , 2001, Mayo Clinic proceedings.

[74]  S. Keele,et al.  Timing Functions of The Cerebellum , 1989, Journal of Cognitive Neuroscience.

[75]  M. Nissen,et al.  Attentional requirements of learning: Evidence from performance measures , 1987, Cognitive Psychology.

[76]  J. Raaijmakers,et al.  Similar network activated by young and old adults during the acquisition of a motor sequence , 2003, Neurobiology of Aging.

[77]  Tim Curran,et al.  Motor sequence learning and reading ability: is poor reading associated with sequencing deficits? , 2003, Journal of experimental child psychology.

[78]  A. Asbjørnsen,et al.  Executive Functions in Dyslexia , 2000, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[79]  A. Fawcett,et al.  Developmental dyslexia: The role of the cerebellum , 1999 .

[80]  C. Frith,et al.  Dyslexia and verbal fluency: More evidence for a phonological deficit , 1994 .

[81]  Thierry Meulemans,et al.  Implicit learning of complex information in amnesia , 2003, Brain and Cognition.

[82]  Peter A. Frensch,et al.  One concept, multiple meanings: On how to define the concept of implicit learning. , 1998 .

[83]  J. H. Howard,et al.  Age differences in implicit learning of higher order dependencies in serial patterns. , 1997, Psychology and aging.