Evidence map›Paper›PMID 39099580›Full record

ArticleLanguage learning2023

Does Nonlinguistic Segmentation Predict Literacy in Second Language Education? Statistical Learning in Ivorian Primary Schools.

Benjamin D Zinszer, Joelle Hannon, Aya Élise Kouadio, Hermann Akpé, Fabrice Tanoh, Anqi Hu, Zhenghan Qi, Kaja Jasińska

Abstract read
In one paragraph

Article in Language learning, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Benjamin D ZinszerSwarthmore College.
Joelle HannonUniversity of Delaware.
Aya Élise KouadioUniversité Félix Houphouët-Boigny.
Hermann AkpéUniversité Félix Houphouët-Boigny.
Fabrice TanohUniversité Félix Houphouët-Boigny.
Anqi HuUniversity of Delaware.
Zhenghan QiNortheastern University.
Kaja JasińskaUniversity of Toronto.

Funding

The role of statistical learning in the atypical language development in ASDR21DC017576 · NIDCD · UNIVERSITY OF DELAWARE · PI QI, ZHENGHAN · 2019 to 2022
$547k
NIDCD NIH HHS R21 DC017576
6 · The paper itself

Abstract

Statistical learning (SL) is a learning mechanism that does not directly depend on knowledge of a language, but predicts language and literacy outcomes for children and adults. Research linking SL and literacy has not addressed children who first learn to read in their second language (L2), common in primary schools worldwide. Several studies have linked SL with childhood literacy in Australia, China, Europe, and the U.S., and we pre-registered an adaptation for Côte d'Ivoire, where students are educated in French and speak a local language at home. Recruiting 117 sixth-graders from primary schools in several villages, we tested for correlations >0.3 between SL and literacy with 80-90% power. We found no evidence for these correlations, but visual SL was correlated with L2 phonological awareness. Although this finding may suggest a role of SL in emergent L2 skills, it underscores the need to include L2 acquisition contexts in literacy research.

Identifiers

PMID39099580
PMCPMC11293771

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.