Evidence map›Paper›PMID 35286618›Full record

ArticleBehavior research methods2023

Quantifying social semantics: An inclusive definition of socialness and ratings for 8388 English words.

Veronica Diveica, Penny M Pexman, Richard J Binney

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Article in Behavior research methods, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing 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

35 citing papers in PubMed.

  1. Article
  2. The impact of social interaction on abstract concepts.Psychonomic bulletin & review · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Emotional and Social Dimension of Abstract Concepts Meet with Interoception in Right Anterior Insula.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  7. Article
  8. Article
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  11. Article
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  13. Article
  14. Social Isolation of Horses vs. Support Provided by a Human.Animals : an open access journal from MDPI · 2025
    Article
  15. Article
  16. Cognition ratings for 8826 english words.Behavior research methods · 2025
    Article
  17. Article
  18. Article
  19. Article
  20. Review
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.

Veronica DiveicaSchool of Human and Behavioural Sciences, Bangor University, Gwynedd, Wales, LL57 2AS, UK. psuda2@bangor.ac.uk.ORCID https://orcid.org/0000-0002-5696-8200
Penny M PexmanDepartment of Psychology and Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada.ORCID https://orcid.org/0000-0001-7130-0973
Richard J BinneySchool of Human and Behavioural Sciences, Bangor University, Gwynedd, Wales, LL57 2AS, UK. R.Binney@bangor.ac.uk.ORCID https://orcid.org/0000-0003-4474-2922

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

It has been proposed that social experience plays an important role in the grounding of concepts, and socialness has been proffered as a fundamental organisational principle underpinning semantic representation in the human brain. However, the empirical support for these hypotheses is limited by inconsistencies in the way socialness has been defined and measured. To further advance theory, the field must establish a clearer working definition, and research efforts could be facilitated by the availability of an extensive set of socialness ratings for individual concepts. Therefore, in the current work, we employed a novel and inclusive definition to test the extent to which socialness is reliably perceived as a broad construct, and we report socialness norms for over 8000 English words, including nouns, verbs, and adjectives. Our inclusive socialness measure shows good reliability and validity, and our analyses suggest that the socialness ratings capture aspects of word meaning which are distinct to those measured by other pertinent semantic constructs, including concreteness and emotional valence. Finally, in a series of regression analyses, we show for the first time that the socialness of a word's meaning explains unique variance in participant performance on lexical tasks. Our dataset of socialness norms has considerable item overlap with those used in both other lexical/semantic norms and in available behavioural mega-studies. They can help target testable predictions about brain and behaviour derived from multiple representation theories and neurobiological accounts of social semantics.

Indexed as

LanguageSemanticsBrainEmotionsHumansReproducibility of ResultsGrounded cognitionLexical decisionsSemantic cognitionSocial cognitionWord ratings

Identifiers

PMID35286618
PMCPMC10027635

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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.