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 …

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 …

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 …

Toward a model of statistical learning and reading: Evidence from a meta-analysis

SMK Lee, Y Cui, SX Tong - Review of Educational Research, 2022 - journals.sagepub.com
A compelling demonstration of implicit learning is the human ability to unconsciously detect
and internalize statistical patterns of complex environmental input. This ability, called …

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 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 …

Hearing matters more than seeing: A cross-modality study of statistical learning and reading ability

Z Qi, Y Sanchez Araujo, WC Georgan… - Scientific Studies of …, 2019 - Taylor & Francis
There is growing interest in the link between implicit statistical learning (SL) and reading
ability. Although learning to read involves both auditory and visual modalities, it is not known …

A meta-analysis on the correlations between statistical learning, language, and reading outcomes.

J Ren, M Wang, J Arciuli - Developmental psychology, 2023 - psycnet.apa.org
The purpose of this meta-analytic review is to investigate the relation between statistical
learning (SL) and language-related outcomes, and between SL and reading-related …

Reading in different writing systems: One architecture, multiple solutions.

MS Seidenberg - 2011 - psycnet.apa.org
Computational models can be useful tools for exploring how writing systems influence
learning to read, skilled reading, and the neural representation of reading. Although I am …

Statistical learning in word reading and spelling across languages and writing systems

R Treiman, B Kessler - Scientific Studies of Reading, 2022 - Taylor & Francis
Learning to read and spell involves learning about the written forms of words and how these
are linked to language. Writing systems include formal patterns, which pertain to the …