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Gelişimsel Bozukluğu Olan Çocuklarda İstatistiksel Dil Öğrenimi

Yıl 2024, Cilt: 35 Sayı: 2, 309 - 331, 24.12.2024
https://doi.org/10.18492/dad.1461707

Öz

Dil edinimi sürecinde, dilin içindeki istatistiksel düzenliliklere karşı duyarlılık, çocukların dilin karmaşık yapılarını öğrenmelerine erken yaşlardan itibaren katkıda bulunmaktadır. İstatistiksel öğrenme olarak anılan, herhangi bir yönerge, pekiştirme veya geri-bildirim gerektirmeyen bu örtük öğrenme mekanizması sıklıkla dil bozukluklarıyla ilişkilendirilmektedir. Bu derlemede, dil bozuklukları ile istatistiksel öğrenme arasındaki karmaşık ve çok yönlü ilişki, dilsel ve bilişsel süreçlerdeki aksaklıkları, özellikle prosedürel öğrenme becerilerindeki güçlüklerle açıklayan Prosedürel Öğrenme Eksikliği Hipotezi perspektifinden tartışılmıştır. Gelişimsel dil bozukluğu, gelişimsel disleksi ve otizm spektrum bozukluğu arasındaki benzerlikler ve farklılıklar, istatistiksel öğrenme süreçlerinde gözlenen güçlüklerle birlikte ele alınmıştır. Araştırmalar, gelişimsel dil bozukluğu ve disleksili çocukların, tipik gelişim gösteren yaşıtlarına kıyasla, istatistiksel öğrenme görevlerinde genellikle düşük performans sergilediklerini ortaya koymaktadır. Diğer taraftan, otizm spektrum bozukluğu olan çocuklar, istatistiksel öğrenme görevlerinde güçlük çekmezken, bu süreçlerin nöral temellerinde farklılıklar gözlemlenmiştir. Çalışmalardaki yöntemsel farklılıklar, paradigmalardaki, uyarıcılardaki ve katılımcı özelliklerindeki farklılıklar tutarsız bulgular yaratmaktadır. Daha kapsamlı ve bütüncül bir kuramsal çerçevenin geliştirilmesi, tipik ve atipik gelişim aşamaları boyunca istatistiksel öğrenme becerilerinin incelenmesi ve standartlaştırılmış metodolojilerin ve sağlam değerlendirme araçlarının geliştirilmesi, gelişimsel bozukluklar ve istatistiksel öğrenme arasındaki ilişkinin daha iyi anlaşılmasına ve bu bilgiye dayalı olarak daha etkili müdahale ve destek stratejilerinin geliştirilmesine yardımcı olabilir.

Destekleyen Kurum

TUBITAK 1002 HIZLI DESTEK

Proje Numarası

221K236

Kaynakça

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  • Arciuli, J., & Conway, C. M. (2018). The promise—and challenge—of statistical learning for elucidating atypical language development. Current Directions in Psychological Science, 27(6), 492-500.
  • Aslin, R. N., Saffran, J. R., & Newport, E. L. (1998). Computation of conditional probability statistics by 8-month-old infants. Psychological Science, 9(4), 321-324.
  • Bartlett, C. W., Flax, J. F., Fermano, Z., Hare, A., Hou, L., Petrill, S. A., ... & Brzustowicz, L. M. (2012). Gene× gene interaction in shared etiology of autism and specific language impairment. Biological Psychiatry, 72(8), 692-699.
  • Bishop, D. V. M. (2017). Why is it so hard to reach agreement on terminology? The case of developmental language disorder (DLD). International Journal of Language & Communication Disorders, 52, 671–680.
  • Bishop, D. V. M. (2010). Overlaps between autism and language impairment: phenomimicry or shared etiology?. Behavior Genetics, 40, 618-629.
  • Bogaerts, L., Siegelman, N., & Frost, R. (2021). Statistical learning and language impairments: Toward more precise theoretical accounts. Perspectives on Psychological Science, 16(2), 319-337.
  • Boucher, J. (2012). Research Review: Structural language in autistic spectrum disorder - characteristics and causes. The Journal of Child Psychology and Psychiatry, 53, 219–233.
  • Bulut, T., & Bahar, E. (2023). Afazili Bireylerde Dil Becerileri ve İstatistiki Öğrenme Becerisi Arasındaki İlişkinin İncelenmesi. Dilbilim Araştırmaları Dergisi, 34(2), 285-304.
  • Cannistraci, R. A., Dal Ben, R., Karaman F., Parvanezadeh Esfehani, S., & Hay J.F. (2019). Statistical Learning Approaches to Studying Language Development. In J. Von Koss Torkildsen and J. Horst (Eds), International Handbook of Language Development (1st ed. pp. 55-71). London: Routledge.
  • Castles, A., & Coltheart, M. (1993). Varieties of developmental dyslexia. Cognition, 47(2), 149-180.
  • Cole, R. A., Jakimik, J., & Cooper, W. E. (1980). Segmenting speech into words. The Journal of the Acoustical Society of America, 67(4), 1323–1332.
  • Conti‐Ramsden, G., Simkin, Z., & Botting, N. (2006). The prevalence of autistic spectrum disorders in adolescents with a history of specific language impairment (SLI). Journal of Child Psychology and Psychiatry, 47(6), 621-628.
  • Dawson, G., Munson, J., Estes, A., Osterling, J., McPartland, J., Toth, K., ... & Abbott, R. (2002). Neurocognitive function and joint attention ability in young children with autism spectrum disorder versus developmental delay. Child Development, 73(2), 345-358.
  • Demouy, J., Plaza, M., Xavier, J., Ringeval, F., Chetouani, M., Perisse, D., ... & Robel, L. (2011). Differential language markers of pathology in autism, pervasive developmental disorder not otherwise specified and specific language impairment. Research in Autism Spectrum Disorders, 5(4), 1402-1412.
  • Durkin, K., Conti-Ramsden, G., & Simkin, Z. (2012). Functional outcomes of adolescents with a history of specific language impairment (SLI) with and without autistic symptomatology. Journal of Autism and Developmental Disorders, 42, 123–138.
  • Estes, K. G., Evans, J. L., Alibali, M. W., & Saffran, J. R. (2007). Can infants map meaning to newly segmented words? Statistical segmentation and word learning. Psychological Science, 18(3), 254-260.
  • Evans, J. L., Saffran, J. R., & Robe-Torres, K. (2009). Statistical learning in children with specific language impairment. Journal of Speech, Language, and Hearing Research: JSLHR, 52(2), 321–335.
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  • Leyfer, O. T., Tager‐Flusberg, H., Dowd, M., Tomblin, J. B., & Folstein, S. E. (2008). Overlap between autism and specific language impairment: Comparison of autism diagnostic interview and autism diagnostic observation schedule scores. Autism Research, 1(5), 284-296.
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Statistical Language Learning in Children with Developmental Disorders

Yıl 2024, Cilt: 35 Sayı: 2, 309 - 331, 24.12.2024
https://doi.org/10.18492/dad.1461707

Öz

During the process of language acquisition, sensitivity to statistical regularities within language contributes to children's learning of complex linguistic structures from an early age. This implicit learning mechanism, referred to as statistical learning, which does not require any instruction, reinforcement or feedback, is often associated with language disorders. In this review, the complex and multifaceted relationship between language disorders and statistical learning is discussed from the perspective of the Procedural Learning Deficit Hypothesis, which explains disruptions in linguistic and cognitive processes through difficulties in procedural learning skills. The similarities and differences between developmental language disorder, developmental dyslexia, and autism spectrum disorder are examined alongside the difficulties observed in statistical learning processes. Research indicates that children with developmental language disorder and developmental dyslexia generally perform poorly on statistical learning tasks compared to their typically developing peers. In contrast, children with autism spectrum disorder do not show any deficit in statistical learning tasks, but differences have been observed in the neural processes underlying statistical learning. Methodological differences, variations in paradigms, stimuli, and participant characteristics across studies result in inconsistent findings. Developing a more comprehensive and holistic theoretical framework, examining statistical learning abilities throughout typical and atypical developmental stages, and establishing standardized methodologies and robust assessment tools can enhance our understanding of the relationship between developmental disorders and statistical learning. This, in turn, can contribute to the development of more effective intervention and support strategies based on this knowledge.

Proje Numarası

221K236

Kaynakça

  • Alt, M., & Plante, E. (2006). Factors that influence lexical and semantic fast mapping of young children with specific language impairment. Journal of Speech, Language, and Hearing Research: JSLHR, 49(5), 941–954.
  • Archibald, L. M., & Gathercole, S. E. (2006). Short-term and working memory in specific language impairment. International Journal of Language & Communication Disorders, 41(6), 675–693.
  • Arciuli, J., & Conway, C. M. (2018). The promise—and challenge—of statistical learning for elucidating atypical language development. Current Directions in Psychological Science, 27(6), 492-500.
  • Aslin, R. N., Saffran, J. R., & Newport, E. L. (1998). Computation of conditional probability statistics by 8-month-old infants. Psychological Science, 9(4), 321-324.
  • Bartlett, C. W., Flax, J. F., Fermano, Z., Hare, A., Hou, L., Petrill, S. A., ... & Brzustowicz, L. M. (2012). Gene× gene interaction in shared etiology of autism and specific language impairment. Biological Psychiatry, 72(8), 692-699.
  • Bishop, D. V. M. (2017). Why is it so hard to reach agreement on terminology? The case of developmental language disorder (DLD). International Journal of Language & Communication Disorders, 52, 671–680.
  • Bishop, D. V. M. (2010). Overlaps between autism and language impairment: phenomimicry or shared etiology?. Behavior Genetics, 40, 618-629.
  • Bogaerts, L., Siegelman, N., & Frost, R. (2021). Statistical learning and language impairments: Toward more precise theoretical accounts. Perspectives on Psychological Science, 16(2), 319-337.
  • Boucher, J. (2012). Research Review: Structural language in autistic spectrum disorder - characteristics and causes. The Journal of Child Psychology and Psychiatry, 53, 219–233.
  • Bulut, T., & Bahar, E. (2023). Afazili Bireylerde Dil Becerileri ve İstatistiki Öğrenme Becerisi Arasındaki İlişkinin İncelenmesi. Dilbilim Araştırmaları Dergisi, 34(2), 285-304.
  • Cannistraci, R. A., Dal Ben, R., Karaman F., Parvanezadeh Esfehani, S., & Hay J.F. (2019). Statistical Learning Approaches to Studying Language Development. In J. Von Koss Torkildsen and J. Horst (Eds), International Handbook of Language Development (1st ed. pp. 55-71). London: Routledge.
  • Castles, A., & Coltheart, M. (1993). Varieties of developmental dyslexia. Cognition, 47(2), 149-180.
  • Cole, R. A., Jakimik, J., & Cooper, W. E. (1980). Segmenting speech into words. The Journal of the Acoustical Society of America, 67(4), 1323–1332.
  • Conti‐Ramsden, G., Simkin, Z., & Botting, N. (2006). The prevalence of autistic spectrum disorders in adolescents with a history of specific language impairment (SLI). Journal of Child Psychology and Psychiatry, 47(6), 621-628.
  • Dawson, G., Munson, J., Estes, A., Osterling, J., McPartland, J., Toth, K., ... & Abbott, R. (2002). Neurocognitive function and joint attention ability in young children with autism spectrum disorder versus developmental delay. Child Development, 73(2), 345-358.
  • Demouy, J., Plaza, M., Xavier, J., Ringeval, F., Chetouani, M., Perisse, D., ... & Robel, L. (2011). Differential language markers of pathology in autism, pervasive developmental disorder not otherwise specified and specific language impairment. Research in Autism Spectrum Disorders, 5(4), 1402-1412.
  • Durkin, K., Conti-Ramsden, G., & Simkin, Z. (2012). Functional outcomes of adolescents with a history of specific language impairment (SLI) with and without autistic symptomatology. Journal of Autism and Developmental Disorders, 42, 123–138.
  • Estes, K. G., Evans, J. L., Alibali, M. W., & Saffran, J. R. (2007). Can infants map meaning to newly segmented words? Statistical segmentation and word learning. Psychological Science, 18(3), 254-260.
  • Evans, J. L., Saffran, J. R., & Robe-Torres, K. (2009). Statistical learning in children with specific language impairment. Journal of Speech, Language, and Hearing Research: JSLHR, 52(2), 321–335.
  • Frith, C. D., & Frith, U. (2008). Implicit and explicit processes in social cognition. Neuron, 60(3), 503-510.
  • Gabay, Y., Thiessen, E. D., & Holt, L. L. (2015). Impaired Statistical Learning in Developmental Dyslexia. Journal of speech, language, and hearing research : JSLHR, 58(3), 934–945.
  • Gathercole, S. E., & Baddeley, A. D. (1990). Phonological memory deficits in language disordered children: Is there a causal connection?. Journal of Memory and Language, 29(3), 336-360.
  • Gomez, R. L., & Gerken, L. (1999). Artificial grammar learning by 1-year-olds leads to specific and abstract knowledge. Cognition, 70(2), 109-135.
  • Gomez, R. L., & Gerken, L. (2000). Infant artificial language learning and language acquisition. Trends in Cognitive Sciences, 4(5), 178-186.
  • Gordon, B., & Stark, S. (2007). Procedural learning of a visual sequence in individuals with autism. Focus on Autism and Other Developmental Disabilities, 22(1), 14-22.
  • Hay, J. F., Pelucchi, B., Estes, K. G., & Saffran, J. R. (2011). Linking sounds to meanings: Infant statistical learning in a natural language. Cognitive Psychology, 63(2), 93-106.
  • Hsu, H. J., Tomblin, J. B., & Christiansen, M. H. (2014). Impaired statistical learning of non-adjacent dependencies in adolescents with specific language impairment. Frontiers in Psychology, 5, 175.
  • Kan, P. F., & Windsor, J. (2010). Word learning in children with primary language impairment: a meta-analysis. Journal of Speech, Language, and Hearing Research : JSLHR, 53(3), 739–756.
  • Karaman, F., & Hay, J. F. (2018). The longevity of statistical learning: When infant memory decays, isolated words come to the rescue. Journal of Experimental Psychology: Learning, Memory, and Cognition, 44(2), 221.
  • Karaman, F., Lany, J., & Hay, J. F. (2024). Can Infants Retain Statistically Segmented Words and Mappings Across a Delay?. Cognitive Science, 48(3), e13433.
  • Kirkham, N. Z., Slemmer, J. A., & Johnson, S. P. (2002). Visual statistical learning in infancy: Evidence for a domain general learning mechanism. Cognition, 83(2), B35-B42.
  • Landry, R., & Bryson, S. E. (2004). Impaired disengagement of attention in young children with autism. Journal of Child Psychology and Psychiatry, 45(6), 1115-1122.
  • Lany, J., Karaman, F., & Hay, J. F. (2024). A changing role for transitional probabilities in word learning during the transition to toddlerhood?Developmental Psychology, 60(3), 567–581.
  • Leyfer, O. T., Tager‐Flusberg, H., Dowd, M., Tomblin, J. B., & Folstein, S. E. (2008). Overlap between autism and specific language impairment: Comparison of autism diagnostic interview and autism diagnostic observation schedule scores. Autism Research, 1(5), 284-296.
  • Lum, J. A., Conti-Ramsden, G., Morgan, A. T., & Ullman, M. T. (2014). Procedural learning deficits in specific language impairment (SLI): a meta-analysis of serial reaction time task performance. Cortex, 51(100), 1–10.
  • Mainela-Arnold, E., & Evans, J. L. (2014). Do statistical segmentation abilities predict lexical-phonological and lexical-semantic abilities in children with and without SLI?. Journal of Child Language, 41(2), 327-351.
  • Marcus, G. F., Vijayan, S., Bandi Rao, S., & Vishton, P. M. (1999). Rule learning by seven-month-old infants. Science, 283(5398), 77-80.
  • Marton, K., Eichorn, N., Campanelli, L., & Zakarias, L. (2016). Working memory and interference control in children with specific language impairment. Language and Linguistics Compass, 10(5), 211-224.
  • Mayo, J., & Eigsti, I. M. (2012). Brief report: A comparison of statistical learning in school-aged children with high functioning autism and typically developing peers. Journal of Autism and Developmental Disorders, 42, 2476-2485.
  • Mayor-Dubois, C., Zesiger, P., Van der Linden, M., & Roulet-Perez, E. (2014). Nondeclarative learning in children with specific language impairment: predicting regularities in the visuomotor, phonological, and cognitive domains. Child Neuropsychology, 20(1), 14-22.
  • McGregor, K.K., Berns, A.J., Owen, A.J., Michels, S.A., Duff, D., Bahnsen, A.J., & Lloyd, M. (2012). Associations between syntax and the lexicon among children with or without ASD and language impairment. Journal of Autism and Developmental Disorders, 42, 35–47.
  • Mostofsky, S. H., Goldberg, M. C., Landa, R. J., & Denckla, M. B. (2000). Evidence for a deficit in procedural learning in children and adolescents with autism: implications for cerebellar contribution. Journal of the International Neuropsychological Society, 6(7), 752-759.
  • Nemeth, D., Janacsek, K., Balogh, V., Londe, Z., Mingesz, R., Fazekas, M., ... & Vetro, A. (2010). Learning in autism: implicitly superb. PloS one, 5(7), e11731.
  • Nicolson, R. I., & Fawcett, A. J. (2007). Procedural learning difficulties: reuniting the developmental disorders?. TRENDS in Neurosciences, 30(4), 135-141.
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  • Obeid, R., Brooks, P. J., Powers, K. L., Gillespie-Lynch, K., & Lum, J. A. (2016). Statistical Learning in Specific Language Impairment and Autism Spectrum Disorder: A Meta-Analysis. Frontiers in Psychology, 7, 1245.
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  • Jeste, S. S., Kirkham, N., Senturk, D., Hasenstab, K., Sugar, C., Kupelian, C., . . . Johnson, S. P. (2015). Electrophysiological evidence of heterogeneity in visual statistical learning in young children with ASD. Developmental Science, 18, 90–105. doi:10.1111/desc.12188
  • Pelucchi, B., Hay, J. F., & Saffran, J. R. (2009). Learning in reverse: Eight-month-old infants track backward transitional probabilities. Cognition, 113(2), 244-247.
  • Pennington, B. F. (2006). From single to multiple deficit models of developmental disorders. Cognition, 101(2), 385-413.
  • Perruchet, P., & Pacton, S. (2006). Implicit learning and statistical learning: One phenomenon, two approaches. Trends in Cognitive Sciences, 10(5), 233-238.
  • Plante, E., Patterson, D., Sandoval, M., Vance, C. J., & Asbjørnsen, A. E. (2017). An fMRI study of implicit language learning in developmental language impairment. NeuroImage: Clinical, 14, 277–285.
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  • Qi, Z., Sanchez Araujo, Y., Georgan, W. C., Gabrieli, J. D., & Arciuli, J. (2019). Hearing matters more than seeing: A cross-modality study of statistical learning and reading ability. Scientific Studies of Reading, 23(1), 101-115.
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  • Robinson, S., Goddard, L., Dritschel, B., Wisley, M., & Howlin, P. (2009). Executive functions in children with autism spectrum disorders. Brain and Cognition, 71(3), 362-368.
  • Romberg, A. R., & Saffran, J. R. (2010). Statistical learning and language acquisition. Wiley Interdisciplinary Reviews: Cognitive Science, 1(6), 906-914.
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  • Sawi, O. M., & Rueckl, J. (2019). Reading and the neurocognitive bases of statistical learning. Scientific Studies of Reading, 23(1), 8-23.
  • Schwartz, R. G. (ed.) (2009). Handbook of Child Language Disorders. New York, NY: Psychology Press.
  • Scott-Van Zeeland, A. A., McNealy, K., Wang, A. T., Sigman, M., Bookheimer, S. Y., & Dapretto, M. (2010). No neural evidence of statistical learning during exposure to artificial languages in children with autism spectrum disorders. Biological Psychiatry, 68(4), 345–351.
  • Sigurdardottir, H. M., Fridriksdottir, L. E., Gudjonsdottir, S., & Kristjánsson, Á. (2018). Specific problems in visual cognition of dyslexic readers: Face discrimination deficits predict dyslexia over and above discrimination of scram- bled faces and novel objects. Cognition, 175, 157–168.
  • Tager-Flusberg, H. (2006). Defining language phenotypes in autism. Clinical Neuroscience Research, 6(3-4), 219-224.
  • Thiessen, E. D., & Saffran, J. R. (2009). How the melody facilitates the message and vice versa in infant learning and memory. Annals of the New York Academy of Sciences, 1169(1), 225-233.
  • Tomblin, B. (2011). Co‐morbidity of autism and SLI: Kinds, kin and complexity. International Journal of Language & Communication Disorders, 46(2), 127-137.
  • Tomblin, B., Mainela-Arnold, E., & Zhang, X. (2007). Procedural learning in adolescents with and without specific language impairment. Language Learning and Development, 3(4), 269-293.
  • Ullman, M. T. (2004). Contributions of memory circuits to language: The declarative/procedural model. Cognition, 92(1), 231-270.
  • Ullman, M. T., & Pierpont, E. I. (2005). Specific language impairment is not specific to language: The procedural deficit hypothesis. Cortex, 41(3), 399-433.
  • Whitehouse, A. J., Watt, H. J., Line, E. A., & Bishop, D. V. (2009). Adult psychosocial outcomes of children with specific language impairment, pragmatic language impairment and autism. International Journal of Language & Communication Disorders, 44(4), 511-528.
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  • Ziegler, J. C., Castel, C., Pech-Georgel, C., George, F., Alario, F. X., & Perry, C. (2008). Developmental dyslexia and the dual route model of reading: Simulating individual differences and subtypes. Cognition, 107, 151–178.
Toplam 74 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Bilişsel Dilbilimi, Çocuğun Dil Edinimi
Bölüm Tanıtım Yazıları
Yazarlar

Ferhat Karaman 0000-0001-7929-2541

Proje Numarası 221K236
Yayımlanma Tarihi 24 Aralık 2024
Gönderilme Tarihi 30 Mart 2024
Kabul Tarihi 18 Eylül 2024
Yayımlandığı Sayı Yıl 2024Cilt: 35 Sayı: 2

Kaynak Göster

APA Karaman, F. (2024). Gelişimsel Bozukluğu Olan Çocuklarda İstatistiksel Dil Öğrenimi. Dilbilim Araştırmaları Dergisi, 35(2), 309-331. https://doi.org/10.18492/dad.1461707