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Updated: Nov 28, 2025

Using Cholesky Decomposition to Explore Individual Differences in Longitudinal Relations between Reading Skills
Published on: September 17, 2019
The heritability of reading and reading-related neurocognitive components: A multi-level meta-analysis
Chiara Andreola1, Sara Mascheretti2, Raffaella Belotti3
1Scientific Institute, IRCCS E. Medea, Child Psychopathology Unit, via Don Luigi Monza 20, Bosisio Parini, Lecco, Italy; Universitè de Paris, Laboratoire de Psychologie de Développement et de l'Éducation de l'Enfant (LaPsyDÉ), UMR CNRS 8240, 75005, Paris, France.
Abstract:
Reading ability is a complex task requiring the integration of multiple cognitive and perceptual systems supporting language, visual and orthographic processes, working memory, attention, motor movements, and higher-level comprehension and cognition. Estimates of genetic and environmental influences for some of these reading-related neurocognitive components vary across reports. By using a multi-level meta-analysis approach, we synthesized the results of behavioral genetic research on reading-related neurocognitive components (i.e. general reading, letter-word knowledge, phonological decoding, reading comprehension, spelling, phonological awareness, rapid automatized naming, and language) of 49 twin studies spanning 4.1-18.5 years of age, with a total sample size of more than 38,000 individuals. Except for language for which shared environment seems to play a more important role, the causal architecture across most of the reading-related neurocognitive components can be represented by the following equation a² > e² > c². Moderators analysis revealed that sex and spoken language did not affect the heritability of any reading-related skills; school grade levels moderated the heritability of general reading, reading comprehension and phonological awareness.
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