Abstract

Reading is a unique human ability that plays a pivotal role in the development and functioning of our modern society. However, its neural basis remains poorly understood since previous research was focused on reading words with fixed gaze. Here we developed a methodological framework for single-trial analysis of fixation onset-related EEG activity (FOREA) that enabled us to investigate visual information processing during natural reading. To reveal the effect of reading skills on orthographic processing during natural reading, we measured how altering the configural properties of the written text by modifying inter-letter spacing affects FOREA. We found that orthographic processing is reflected in FOREA in three consecutive time windows (120–175 ms, 230–265 ms, 345–380 ms after fixation onset) and the magnitude of FOREA effects in the two later time intervals showed a close association with the participants’ reading speed: FOREA effects were larger in fast than in slow readers. Furthermore, these expertise-driven configural effects were clearly dissociable from the FOREA signatures of visual perceptual processes engaged to handle the increased crowding (155–220 ms) as a result of decreasing letter spacing. Our findings revealed that with increased reading skills orthographic processing becomes more sensitive to the configural properties of the written text.

Highlights

  • Reading is a unique human ability that plays a pivotal role in the development and functioning of our modern society

  • The potential effects of covariates are considered during the selection of statistical methods and an overview of EEG statistical analysis is provided before the description of main results

  • Very strong significant positive correlations were found between the reading speed in the normal spacing and the other 2 conditions (Fig. 3, panel (b); RSNS vs. RSMS: rS = 0.93, 97.5% bootstrap confidence interval confidence intervals (CI) =[0.69 0.99], number of detected outliers NO = 3); RSNS vs. RSDS: rS = 0.90, 97.5% CI =[0.63 0.98], NO = 4). These results indicate that subjects reading faster in the normal spacing condition outperform slower readers in the other two conditions as well, and general reading skill can be characterized by reading speed averaged across different letter spacing conditions (RSAVG)

Read more

Summary

Methods

Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis. Scalp current density mapping: value and estimation from potential data. F. et al Spline Laplacian estimate of EEG potentials over a realistic magnetic resonance-constructed scalp surface model. Nonparametric statistical testing of EEG- and MEG-data. Advanced EEG analysis using threshold-free cluster-enhancement and non-parametric statistics. FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data. Fixation-related potentials in visual search: A combined EEG and eye tracking study. On the time course of visual word recognition: An event-related potential investigation using masked repetition priming. Effects of stimulus font and size on masked repetition priming: An event-related potentials (ERP) investigation. D. Never seem to find the time: evaluating the physiological time course of visual word recognition with regression analysis of single-item event-related potentials.

Results
Discussion
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call