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Large-scale replication study reveals a limit on probabilistic prediction in language comprehension

Nieuwland, MS; Politzer-Ahles, S; Heyselaar, E; Segaert, K; Darley, E; Kazanina, N; Von Grebmer Zu Wolfsthurn, S; ... Huttig, F; + view all (2018) Large-scale replication study reveals a limit on probabilistic prediction in language comprehension. eLife , 7 , Article e33468. 10.7554/eLife.33468.001. Green open access

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Abstract

Do people routinely pre-activate the meaning and even the phonological form of upcoming words? The most acclaimed evidence for phonological prediction comes from a 2005 Nature Neuroscience publication by DeLong, Urbach and Kutas, who observed a graded modulation of electrical brain potentials (N400) to nouns and preceding articles by the probability that people use a word to continue the sentence fragment (‘cloze’). In our direct replication study spanning 9 laboratories (N=334), pre-registered replication-analyses and exploratory Bayes factor analyses successfully replicated the noun-results but, crucially, not the article-results. Pre-registered single-trial analyses also yielded a statistically significant effect for the nouns but not the articles. Exploratory Bayesian single-trial analyses showed that the article-effect may be non-zero but is likely far smaller than originally reported and too small to observe without very large sample sizes. Our results do not support the view that readers routinely pre-activate the phonological form of predictable words.

Type: Article
Title: Large-scale replication study reveals a limit on probabilistic prediction in language comprehension
Open access status: An open access version is available from UCL Discovery
DOI: 10.7554/eLife.33468.001
Publisher version: https://doi.org/10.7554/eLife.33468
Language: English
Additional information: Copyright © Nieuwland et al 2018. This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use and redistribution provided that the original author and source are credited.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences > Speech, Hearing and Phonetic Sciences
UCL > Provost and Vice Provost Offices > UCL SLASH
UCL > Provost and Vice Provost Offices > UCL SLASH > SSEES
URI: https://discovery.ucl.ac.uk/id/eprint/10046242
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