Generic Statements Require Little Evidence for Acceptance but Have Powerful Implications
Open accessAbstract
Generic statements (e.g., “Birds lay eggs”) express generalizations about categories. In this paper, we hypothesized that there is a paradoxical asymmetry at the core of generic meaning, such that these sentences have extremely strong implications but require little evidence to be judged true. Four experiments confirmed the hypothesized asymmetry: Participants interpreted novel generics such as “Lorches have purple feathers” as referring to nearly all lorches, but they judged the same novel generics to be true given a wide range of prevalence levels (e.g., even when only 10% or 30% of lorches had purple feathers). A second hypothesis, also confirmed by the results, was that novel generic sentences about dangerous or distinctive properties would be more acceptable than generic sentences that were similar but did not have these connotations. In addition to clarifying important aspects of generics’ meaning, these findings are applicable to a range of real‐world processes such as stereotyping and political discourse.
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Past research found that generic sentences implied that a property was broadly true and conceptually central, and that the category expressed was stable with inherent properties.
“Past research found that generic sentences implied that a property was broadly true (28,35,45,46) and conceptually central (37,38), and that the category expressed was stable with inherent properties (41,47).”
From Generic language in scientific communication (2019) · cites this paper as [35]
Cimpian et al. found that while generic claims of the form 'Ps are f' are generally accepted on relatively weak evidence, when participants are unfamiliar with P they construed such claims strongly, as conveying that almost all Ps are f.
“Cimpian et al. ([2010]) found that while generic claims of the form 'Ps (for example, men) are f (for example, resist green behaviour)' are generally accepted on relatively weak evidence, when they are unfamiliar with P, study participants construed such claims strongly, as conveying that almost all Ps are f.”
From Science Communication and the Problematic Impact of Descriptive Norms (2023) · cites this paper as Cimpian et al. [2010]
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- Authors
- Cimpian, A., Brandone, A. C., & Gelman, S. A.
- Affiliations
- University of Illinois Urbana-Champaign (US)
- University of Michigan (US)
- Corresponding author
- Cimpian, Andrei
- Venue
- Cognitive Science
- Publisher
- Wiley
- Published
- 2010-08-18
- Volume
- 34
- Issue
- 8
- Pages
- 1452-1482
- ISSN
- 0364-0213 (ISSN-L)
- 1551-6709
- PMC
- PMC2992340
- OpenAlex
- W2102602565
- Cited by
- 209
- References
- 57
- Citations by year
- 2026: 10 · 2025: 10 · 2024: 22 · 2023: 14 · 2022: 22 · 2021: 15 · 2020: 8 · 2019: 47 · 2018: 9 · 2017: 7 · 2016: 10 · 2015: 2 · 2014: 8 · 2013: 8 · 2012: 11
- FWCI
- 10.40
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Cognitive Science (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Science Foundation
- University of Illinois at Urbana-Champaign
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R56HD036043, R01HD036043)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Social Sciences › Arts and Humanities › Language and Linguistics › Syntax, Semantics, Linguistic Variation
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Language, Metaphor, and Cognition
- Keywords
- generic statements, category generalization, sentence acceptability, stereotyping, political discourse
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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