SynthesisCognitive science2026
Cross-Cultural Variation in the Noun Bias in Early Vocabulary Development: A Systematic Review.
Synthesis in Cognitive science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Children's early vocabularies have been observed to be predominated by nouns, particularly concrete and animate nouns. This phenomenon, known as the "noun bias," is argued to reflect a universal conceptual advantage for concrete objects in early word learning, because such referents are perceived as bounded, individualized concepts that are ready to be mapped onto linguistic labels. The noun bias has been observed across a wide range of languages using multiple methodological approaches, establishing it as a robust feature of early lexical development. However, the magnitude and consistency of the noun bias have also been observed to vary across linguistic and cultural contexts, motivating further investigation of the factors that shape this phenomenon. The present study systematically reviews and quantitatively analyzes evidence from 68 published and unpublished papers spanning 28 languages over five decades (1973-2025) to examine how the noun bias is shaped by linguistic and other properties. The review suggests general evidence supporting a noun bias. However, research methodology and noun morphology emerge as significant predictors of variation in the observed noun bias magnitude. In addition, the presence of specific linguistic attributes-noun plural marking and verb past tense marking-explains variation in the observed noun bias outcomes from the 68 papers reviewed. This comprehensive view of the literature sheds light on limitations and inconsistencies in the literature that should be remedied in future work to further advance theoretical accounts of the noun bias.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.