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Updated: Feb 9, 2026

Decomposing the Variance in Reading Comprehension to Reveal the Unique and Common Effects of Language and Decoding
Published on: October 11, 2018
Brain basis of cognitive resilience: Prefrontal cortex predicts better reading comprehension in relation to decoding
Smadar Z Patael1,2, Emily A Farris1,3, Jessica M Black4
1Department of Psychiatry and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, United States of America.
Individual differences in reading skills are linked to the left dorsolateral prefrontal cortex. This brain region
Area of Science:
- Neuroscience
- Developmental Psychology
- Cognitive Science
Background:
- Reading involves decoding (word-to-sound translation) and comprehension (understanding text).
- Individual differences exist in reading skills, with some children showing a discrepancy between decoding and comprehension abilities.
- The neural underpinnings of these reading discrepancies are not well understood.
Purpose of the Study:
- To investigate the neural basis of reading discrepancy, defined as the difference between reading comprehension and decoding skills.
- To examine the neuroanatomical and neural signatures associated with reading discrepancy in children.
- To determine if discrepancy-related brain regions are part of domain-general or language-specific networks.
Main Methods:
- A three-part study involving neuroimaging (gray matter volume) and functional connectome data.
- Experiment 1: Cross-sectional study of 55 school-age children with varying reading abilities.
- Experiment 2: Longitudinal study of 43 beginning readers, predicting future discrepancy.
- Experiment 3: Utilized 1000 Functional Connectome data and Neurosynth.org for reverse inference.
Main Results:
- The left dorsolateral prefrontal cortex (DLPFC) was consistently associated with higher reading comprehension relative to decoding ability.
- Increased gray matter volume (GMV) in the left DLPFC correlated with greater reading discrepancy.
- Regional GMV in the left DLPFC predicted future reading discrepancy in beginning readers.
- The identified DLPFC region is part of the fronto-parietal network, crucial for working memory and cognitive control.
Conclusions:
- Prefrontal cortex activity is linked to reading discrepancies.
- Findings offer insights into cognitive resilience, defined as strong higher-order reading skills relative to lower-order skills.
- The study contributes to understanding reading development, theories of reading, and potential targets for reading disorder interventions.
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Prediction Intervals
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
Relative Risk