Evidence map›Paper›PMID 40720652›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Semantic change in adults is not primarily a generational phenomenon.

Gaurav Kamath, Michelle Yang, Siva Reddy, Morgan Sonderegger, Dallas Card

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 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. Semantic change in adults is not primarily a generational phenomenon.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

5 authors.

Gaurav KamathDepartment of Linguistics, McGill University, Montreal, QC H3A 1A7, Canada.ORCID 0009-0004-1794-2616
Michelle YangDepartment of Psychology, McGill University, Montreal, QC H3A 1G1, Canada.
Siva ReddyDepartment of Linguistics, McGill University, Montreal, QC H3A 1A7, Canada.
Morgan SondereggerDepartment of Linguistics, McGill University, Montreal, QC H3A 1A7, Canada.ORCID 0000-0001-7675-2370
Dallas CardSchool of Information, University of Michigan, Ann Arbor, MI 48109.ORCID 0000-0001-5573-8836

Funding

Canada CIFAR AI Chair N/AFRQ | Fonds de Recherche du Québec-Société et Culture (FRQ) B2Z: 2023-2024 (File No.: 330331))
6 · The paper itself

Abstract

A central question in the study of language change is whether or not such change is generational. If a language changes over time generation-by-generation, the process looks as follows: New generations of speakers introduce innovations, while older speakers conserve their usage patterns, and the language changes as new generations replace older ones. At the opposite extreme, language change could be a zeitgeist phenomenon, in which changes are universally adopted by speakers simultaneously, regardless of age or generational cohort. This paper asks this question in the context of word meaning change. We analyze meaning change in over 100 words across more than 7.9 million U.S. congressional speeches, to observe whether, when a word sense rises or falls in prominence, adult speakers from different generations uniformly adopt it, or those from older generations conserve their prior usage. Using language model-based word sense induction methods, we identify different senses of each word, and then model the prevalence of each of these word senses as a function of time and speaker age. We find that most words show a small but statistically significant effect of speaker age; across almost 140 y of Congress, older speakers typically take longer than younger speakers to follow changes in word usage, but nevertheless do so within a few years. Our findings indicate that despite minor age-based differences, word meaning change among mature speakers is likely not a generational process, but rather a zeitgeist process, in which older adult speakers can readily adopt new word usage patterns.

Indexed as

LanguageSemanticsAdultAgedAge FactorsFemaleHumansMaleMiddle Agedapparent time constructmeaning changenatural language processingsociolinguisticsvariation

Identifiers

PMID40720652
PMCPMC12337318

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.