Evidence map›Paper›PMID 41462505›Full record

ArticleScientific reports2025

Gender and home language effects on vocabulary skills among school children aged 9-15 in Finland.

Raymond Bertram, Tomi Rautaoja, Santeri Holopainen, Tuomo Häikiö, Petra Enges, Jukka Hyönä, Minna Lehtonen, Kenneth R Pugh, Jay G Rueckl, Rosa Salmela and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

12 authors.

Raymond BertramDepartment of Psychology and Speech-Language Pathology, University of Turku, Turku, Finland. rayber@utu.fi.ORCID 0000-0002-2709-3644
Tomi RautaojaTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.
Santeri HolopainenTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.
Tuomo HäikiöDepartment of Psychology and Speech-Language Pathology, University of Turku, Turku, Finland.
Petra EngesTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.
Jukka HyönäDepartment of Psychology and Speech-Language Pathology, University of Turku, Turku, Finland.
Minna LehtonenDepartment of Psychology and Speech-Language Pathology, University of Turku, Turku, Finland.
Kenneth R PughDepartment of Psychological Sciences, University of Connecticut, Storrs, USA.
Jay G RuecklDepartment of Psychological Sciences, University of Connecticut, Storrs, USA.
Rosa SalmelaTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.
Noam SiegelmanDepartments of Psychology and Cognitive and Brain Sciences, Hebrew University of Jerusalem, Jerusalem, Israel.
Pekka RäsänenTurku Research Institute for Learning Analytics, University of Turku, Turku, Finland.

Funding

Tracking neurocognitive changes during evidence-based reading instruction in typically and atypically developing childrenR37HD090153 · NICHD · UNIVERSITY OF CONNECTICUT STORRS · PI Kenneth R. Pugh · 2017 to 2026
$6.0M
NICHD NIH HHS R37 HD090153Research Council of Finland 369891
6 · The paper itself

Abstract

Vocabulary proficiency is a key predictor of reading development. However, vocabulary proficiency in school-age children is rarely assessed, especially in languages other than English. Moreover, because reading development differs depending on home language and gender, it is likely that these factors also influence the development of vocabulary proficiency. Here we report Finnish vocabulary proficiency of school-age children, examining its relationship with grade, gender, and home language. We utilize d-Lexize, a vocabulary test based on visual lexical decision, which we adapted from a previous test for adult L2 speakers. The test assesses vocabulary knowledge by accuracy and lexical retrieval speed through reaction time. Approximately 27,000 school children were tested in three experiments using different versions of d-Lexize. All experiments consistently show that vocabulary proficiency improves progressively from 3rd to 9th grade. The results also reveal an emerging gender gap: whereas girls perform equal to boys in the early stages, they exhibit a more extensive vocabulary and faster lexical retrieval in the later grades. Furthermore, the tests show that pupils from Finnish-only homes consistently outperform those from non-Finnish or mixed-language homes, with this gap widening over time. These results highlight the significance of language exposure and sociocultural factors during vocabulary development.

Indexed as

LanguageVocabularyAdolescentChildFemaleFinlandHumansLanguage TestsMaleReadingSchoolsSex FactorsFinnishGender gapHome languageLanguage backgroundReading developmentVocabulary proficiency

Identifiers

PMID41462505
PMCPMC12748919

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.