Infants' Learning of Rule-Based Visual Sequences Predicts Language Outcome at 2 Years

Overview

Journal Front Psychol

Date 2020 Mar 12

PMID 32158415

Citations 6

Authors

Roberta Bettoni

Valentina Riva

Chiara Cantiani

Massimo Molteni

Viola Macchi Cassia

Hermann Bulf

Affiliations

Soon will be listed here.

Abstract

The ability to learn and generalize abstract rules from sensory input - i.e., Rule Learning (RL) - is seen as pivotal to language development, and specifically to the acquisition of the grammatical structure of language. Although many studies have shown that RL in infancy is operating across different perceptual domains, including vision, no studies have directly investigated the link between infants' visual RL and later language acquisition. Here, we conducted a longitudinal study to investigate whether 7-month-olds' ability to detect visual structural regularities predicts linguistic outcome at 2 years of age. At 7 months, infants were tested for their ability to extract and generalize ABB and ABA structures from sequences of visual shapes, and at 24 months their lexical and grammatical skills were assessed using the MacArthur-Bates CDI. Regression analyses showed that infants' visual RL abilities selectively predicted early grammatical abilities, but not lexical abilities. These results may provide the first evidence that RL mechanisms are involved in language acquisition, and suggest that RL abilities may act as an early neurocognitive marker for language impairments.

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References

Rabagliati H, Ferguson B, Lew-Williams C . The profile of abstract rule learning in infancy: Meta-analytic and experimental evidence. Dev Sci. 2018; 22(1):e12704. PMC: 6294696. DOI: 10.1111/desc.12704. View

Bulf H, Johnson S, Valenza E . Visual statistical learning in the newborn infant. Cognition. 2011; 121(1):127-32. DOI: 10.1016/j.cognition.2011.06.010. View

Rose S, Feldman J, Jankowski J . A cognitive approach to the development of early language. Child Dev. 2009; 80(1):134-50. PMC: 2780017. DOI: 10.1111/j.1467-8624.2008.01250.x. View

Ferguson B, Lew-Williams C . Communicative signals support abstract rule learning by 7-month-old infants. Sci Rep. 2016; 6:25434. PMC: 4858667. DOI: 10.1038/srep25434. View

Hawa V, Spanoudis G . Toddlers with delayed expressive language: an overview of the characteristics, risk factors and language outcomes. Res Dev Disabil. 2013; 35(2):400-7. DOI: 10.1016/j.ridd.2013.10.027. View

Saffran J, Pollak S, Seibel R, Shkolnik A . Dog is a dog is a dog: infant rule learning is not specific to language. Cognition. 2006; 105(3):669-80. PMC: 2066190. DOI: 10.1016/j.cognition.2006.11.004. View

Caselli C, Casadio P, Bates E . A comparison of the transition from first words to grammar in English and Italian. J Child Lang. 1999; 26(1):69-111. DOI: 10.1017/s0305000998003687. View

Skeide M, Friederici A . The ontogeny of the cortical language network. Nat Rev Neurosci. 2016; 17(5):323-32. DOI: 10.1038/nrn.2016.23. View

Evans J, Saffran J, Robe-Torres K . Statistical learning in children with specific language impairment. J Speech Lang Hear Res. 2009; 52(2):321-35. PMC: 3864761. DOI: 10.1044/1092-4388(2009/07-0189). View

10.

Karmiloff-Smith A . Development itself is the key to understanding developmental disorders. Trends Cogn Sci. 2011; 2(10):389-98. DOI: 10.1016/s1364-6613(98)01230-3. View

11.

Dehaene-Lambertz G, Hertz-Pannier L, Dubois J, Meriaux S, Roche A, Sigman M . Functional organization of perisylvian activation during presentation of sentences in preverbal infants. Proc Natl Acad Sci U S A. 2006; 103(38):14240-5. PMC: 1599941. DOI: 10.1073/pnas.0606302103. View

12.

Paul R, Roth F . Characterizing and predicting outcomes of communication delays in infants and toddlers: implications for clinical practice. Lang Speech Hear Serv Sch. 2010; 42(3):331-40. DOI: 10.1044/0161-1461(2010/09-0067). View

13.

Arciuli J, von Koss Torkildsen J . Advancing Our Understanding of the Link between Statistical Learning and Language Acquisition: The Need for Longitudinal Data. Front Psychol. 2012; 3:324. PMC: 3431614. DOI: 10.3389/fpsyg.2012.00324. View

14.

Perruchet P, Pacton S . Implicit learning and statistical learning: one phenomenon, two approaches. Trends Cogn Sci. 2006; 10(5):233-8. DOI: 10.1016/j.tics.2006.03.006. View

15.

Pena M, Bonatti L, Nespor M, Mehler J . Signal-driven computations in speech processing. Science. 2002; 298(5593):604-7. DOI: 10.1126/science.1072901. View

16.

de Hevia M, Girelli L, Addabbo M, Macchi Cassia V . Human infants' preference for left-to-right oriented increasing numerical sequences. PLoS One. 2014; 9(5):e96412. PMC: 4011793. DOI: 10.1371/journal.pone.0096412. View

17.

Conway C, Pisoni D . Neurocognitive basis of implicit learning of sequential structure and its relation to language processing. Ann N Y Acad Sci. 2008; 1145:113-31. PMC: 2605665. DOI: 10.1196/annals.1416.009. View

18.

Kirkham N, Slemmer J, Johnson S . Visual statistical learning in infancy: evidence for a domain general learning mechanism. Cognition. 2002; 83(2):B35-42. DOI: 10.1016/s0010-0277(02)00004-5. View

19.

Bulf H, Brenna V, Valenza E, Johnson S, Turati C . Many faces, one rule: the role of perceptual expertise in infants' sequential rule learning. Front Psychol. 2015; 6:1595. PMC: 4612650. DOI: 10.3389/fpsyg.2015.01595. View

20.

Romberg A, Saffran J . Statistical learning and language acquisition. Wiley Interdiscip Rev Cogn Sci. 2011; 1(6):906-914. PMC: 3112001. DOI: 10.1002/wcs.78. View