Reading fluency and statistical learning across modalities and domains: Online and offline measures

PLoS One. 2023 Mar 23;18(3):e0281788. doi: 10.1371/journal.pone.0281788. eCollection 2023.

Abstract

The vulnerability of statistical learning has been demonstrated in reading difficulties in both the visual and acoustic modalities. We examined segmentation abilities of Hungarian speaking adolescents with different levels of reading fluency in the acoustic verbal and visual nonverbal domains. We applied online target detection tasks, where the extent of learning is reflected in differences between reaction times to predictable versus unpredictable targets. Explicit judgments of well-formedness were also elicited in an offline two-alternative forced choice (2AFC) task. Learning was evident in both the acoustic verbal and visual nonverbal tasks, both in online and offline measures, but learning effects were larger both in online and offline tasks in the verbal acoustic condition. We haven't found evidence for a significant relationship between statistical learning and reading fluency in adolescents in either modality. Together with earlier findings, these results suggest that the relationship between reading and statistical learning is dependent on the domain, modality and nature of the statistical learning task, on the reading task, on the age of participants, and on the specific language. The online target detection task is a promising tool which can be adapted to a wider set of tasks to further explore the contribution of statistical learning to reading acquisition in participants from different populations.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Cognition
  • Humans
  • Language
  • Learning*
  • Reaction Time
  • Reading*

Grants and funding

This work was supported by the Momentum Research Grant of the Hungarian Academy of Sciences (“Profiling learning mechanisms and learners: individual differences from impairments to excellence in statistical learning and in language acquisition”) [Momentum 96233] to ÁL; the New National Excellence Program of the Ministry for Innovation and Technology supported by the National Research, Development and Innovation Fund [ÚNKP-20-4-II-BME-13] and the Bolyai János Research Scholarship of the Hungarian Academy of Sciences to ÁS; the National Research, Development and Innovation Office [PD18_128361], the New National Excellence Program of the Ministry of Human Capacities [ÚNKP-18-4], and the Bolyai János Research Scholarship of the Hungarian Academy of Sciences [ÚNKP-Bolyai+] in the form of funds to KN.