Individual differences in learning the regularities between orthography, phonology and semantics predict early reading skills

N Siegelman, JG Rueckl, LM Steacy, SJ Frost… - Journal of memory and …, 2020 - Elsevier
Statistical views of literacy development maintain that proficient reading requires the
assimilation of myriad statistical regularities present in the writing system. Indeed, previous …

Reading as statistical learning

J Arciuli - Language, Speech, and Hearing Services in Schools, 2018 - ASHA
Purpose The purpose of this tutorial is to explain how learning to read can be thought of as
learning statistical regularities and to demonstrate why this is relevant for theory, modeling …

The role of statistical learning in word reading and spelling development: More questions than answers

AM Elleman, LM Steacy… - Scientific Studies of …, 2019 - Taylor & Francis
This special issue bundles a set of eight empirical studies and one review article that
explore the role of statistical learning (SL) mechanisms (both domain-specific and domain …

Individual differences in statistical learning predict children's reading ability in a semi-transparent orthography

J von Koss Torkildsen, J Arciuli, OB Wie - Learning and individual …, 2019 - Elsevier
Learning to read is a milestone in a child's life, and reading ability is a strong predictor of
academic outcomes. Some studies have revealed that individual differences in the capacity …

Statistical learning is related to early literacy-related skills

M Spencer, MP Kaschak, JL Jones, CJ Lonigan - Reading and writing, 2015 - Springer
It has been demonstrated that statistical learning, or the ability to use statistical information to
learn the structure of one's environment, plays a role in young children's acquisition of …

Integrating statistical learning into cognitive science

L Bogaerts, R Frost, MH Christiansen - Journal of Memory and Language, 2020 - Elsevier
Over the last two decades statistical learning (SL) has evolved into a key explanatory
mechanism underlying the incidental learning of regularities across different domains of …

Is statistical learning ability related to reading ability, and if so, why?

X Schmalz, K Moll, C Mulatti… - Scientific Studies of …, 2019 - Taylor & Francis
Previous studies found a relationship between performance on statistical learning (SL) tasks
and reading ability and developmental dyslexia. Thus, it has been suggested that the ability …

The role of morphology in reading and spelling

M Sénéchal, K Kearnan - Advances in child development and behavior, 2007 - Elsevier
In more than 100 years of research on the acquisition of literacy, we have made
considerable progress in understanding the underlying processes and associated linguistic …

[HTML][HTML] Unraveling the interconnections between statistical learning and dyslexia: A review of recent empirical studies

S Singh, CM Conway - Frontiers in human neuroscience, 2021 - frontiersin.org
One important aspect of human cognition involves the learning of structured information
encountered in our environment, a phenomenon known as statistical learning. A growing …

Reading and the neurocognitive bases of statistical learning

OM Sawi, J Rueckl - Scientific Studies of Reading, 2019 - Taylor & Francis
The processes underlying word reading are shaped by statistical properties of the writing
system. According to some theoretical perspectives, reading acquisition should be …