Evidence map›Paper›PMID 41062844›Full record

ArticlePsychonomic bulletin & review2025

The effects of contextual diversity on lexical processing: A scoping review.

Rebecca Norman, J S H Taylor, Jennifer M Rodd

Abstract readScoping Review
In one paragraph

Article in Psychonomic bulletin & review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Rebecca NormanDepartment of Language and Cognition, Division of Psychology and Language Sciences, University College London, Chandler House, 2 Wakefield Street, London, WC1N 1PF, UK. rebecca.norman.19@ucl.ac.uk.
J S H TaylorDepartment of Language and Cognition, Division of Psychology and Language Sciences, University College London, Chandler House, 2 Wakefield Street, London, WC1N 1PF, UK.
Jennifer M RoddDepartment of Experimental Psychology, Division of Psychology and Language Sciences, University College London, 26 Bedford Way, London, WC1H 0AP, UK.

Funding

Economic and Social Research Council ES/S009752/1
6 · The paper itself

Abstract

Research into the effects of contextual diversity on lexical processing has flourished in the past 20 years, encompassing different tasks, populations, and languages, and informing influential theories of word learning. This review provides a comprehensive synthesis of the field. Eighty-six articles (145 experiments) composed of three distinct study types (behavioural [N = 111], computational modelling [N = 20], and corpus validations [N = 14]) met preregistered inclusion criteria. Across experiments, the terminology used for different diversity metrics has been inconsistently applied. We classify all metrics into four categories (count-based, computational, composite, unspecified) to standardise comparisons. Four key findings emerge from this review: Experiments that assessed the impact of diversity on word-form processing (N = 85) show a consistent high-diversity advantage, possibly because high-diversity words are more likely to be 'needed' in the future. Effects of diversity on word-meaning processing (N = 13) were more mixed, showing both low- and high-diversity benefits. We attribute these inconsistencies to varying task demands. Specifically, we conclude that selecting highly precise semantic information can be challenging for words that occur in variable contexts. Computational modelling studies indicate that diversity metrics that quantify the distinctiveness of contexts in which words occur better predict behaviour than simple context counts. Corpus validations show that diversity effects are consistent across languages. This review confirms that diversity in linguistic experience is a key organizational principle of the lexicon but indicates that current theories lack specificity when describing the underlying mechanisms. We make specific recommendations for future research within a structured research cycle.

Indexed as

PsycholinguisticsSemanticsHumansLanguageContextual diversityContextual variationLexical processingSemantic diversity

Identifiers

PMID41062844
PMCPMC12627139

What Socratic 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 Socratic graph.