Principled and statistical connections in common sense conception
Abstract
Nominal concepts represent things as tokens of types. We report six experiments that investigate the nature of the relations we represent between the type of thing something is (e.g. DOG) and its other properties. The experiments provide evidence that we represent principled connections between the type of thing something is (e.g. DOG) and some of its properties (k-properties; e.g. having four legs for dogs), but not other properties (t-properties; e.g. being brown for dogs). Principled connections are different from logical, statistical, and causal connections. Principled connections, (i) license the expectation that tokens of the type will generally possess the k-property, (ii) license explanation of the presence of k-properties in tokens of a type by reference to the type of thing it is, and (iii) license normative expectations concerning the presence of the k-property in tokens of the type. The experiments provide evidence for all three of these aspects of principled connections. The experiments also demonstrate that principled connections must be distinguished from merely strong statistical connections. We suggest that principled connections are one of the fundamental types of relations (in addition to logical, statistical, and causal relations) in terms of which our conceptual knowledge is structured. We argue that principled connections reveal a formal mode of understanding and explanation. This mode of understanding complements other modes of understanding that have been studied within the theory-based approach to conceptual representation. Finally, we suggest that kind representations are distinguished from representations of mere types by the representation of principled connections to k-properties.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Generics may imply that a statement is normatively correct or ideal.
“Generics may also imply that a statement is normatively correct or ideal (39,40,42,43).”
From Generic language in scientific communication (2019) · cites this paper as [39]
Cites
Family resemblances: Studies in the internal structure of categories
Rosch, E., & Mervis, C. B. (1975) · Cognitive Psychology · doi:10.1016/0010-0285(75)90024-9 · Cited by 5,933 · see citing works
Madden, E. H., Goodman, N., & van Melsen, A. G. (1955) · Philosophy and Phenomenological Research · doi:10.2307/2103789 · Cited by 4,398 · see citing works
(1987) · Medical Entomology and Zoology · Cited by 4,269 · see citing works
Pustejovsky, J. D. (1995) · Oxford University Press eBooks · doi:10.1093/oso/9780195136975.003.0018 · Cited by 3,959 · see citing works
Conceptual Change in Childhood
Carey, S. E. (1985) · Medical Entomology and Zoology · Cited by 3,851 · see citing works
The role of theories in conceptual coherence.
Murphy, G. L., & Medin, D. L. (1985) · Psychological Review · doi:10.1037/0033-295x.92.3.289 · Cited by 2,805 · see citing works
Cohen, J., MacWhinney, B., Flatt, M., & Provost, J. (1993) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03204507 · Cited by 2,802 · see citing works
Murphy, G. L. (2002) · The MIT Press eBooks · doi:10.7551/mitpress/1602.001.0001 · Cited by 2,797 · see citing works
Similarity and Analogical Reasoning
(1989) · Cambridge University Press eBooks · doi:10.1017/cbo9780511529863 · Cited by 2,404 · see citing works
(1975) · Medical Entomology and Zoology · Cited by 2,045 · see citing works
Gopnik, A., & Meltzoff, A. N. (1997) · doi:10.7551/mitpress/7289.001.0001 · Cited by 1,479 · see citing works
The Foundations of Cognitive Science
(1989) · The MIT Press eBooks · doi:10.7551/mitpress/3072.001.0001 · Cited by 1,453 · see citing works
Taking the intentional stance at 12 months of age
Gergely, G., Nádasdy, Z., Csibra, G., & Bı́ró, S. (1995) · Cognition · doi:10.1016/0010-0277(95)00661-h · Cited by 1,389 · see citing works
The essential child: origins of essentialism in everyday thought
(2003) · Choice Reviews Online · doi:10.5860/choice.41-1239 · Cited by 1,380 · see citing works
Mapping the Mind: Domain Specificity In Cognition And Culture
Hirschfeld, L. A., & Gelman, S. A. (1994) · Cited by 1,363 · see citing works
Concepts and conceptual structure.
Medin, D. L. (1989) · American Psychologist · doi:10.1037/0003-066x.44.12.1469 · Cited by 1,157 · see citing works
Gopnik, A., & Meltzoff, A. N. (1997) · Choice Reviews Online · doi:10.5860/choice.34-6547 · Cited by 1,134 · see citing works
ToMM, ToBY, and Agency: Core architecture and domain specificity
Leslie, A. M. (1994) · Mapping the Mind · doi:10.1017/cbo9780511752902.006 · Cited by 1,105 · see citing works
What some concepts might not be
Armstrong, S. L., Gleitman, L. R., & Gleitman, H. (1983) · Cognition · doi:10.1016/0010-0277(83)90012-4 · Cited by 1,055 · see citing works
The misunderstood limits of folk science: An illusion of explanatory depth
Rozenblit, L., & Keil, F. (2002) · Cognitive Science · doi:10.1207/s15516709cog2605_1 · Cited by 1,032 · see citing works
Semantic distance and the verification of semantic relations
Rips, L. J., Shoben, E. J., & Smith, E. E. (1973) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(73)80056-8 · Cited by 949 · see citing works
Thinking; Readings in Cognitive Science
Johnson-Laird, P. N., & Wason, P. C. (1977) · Cambridge University Press eBooks · Cited by 947 · see citing works
Concepts: Where Cognitive Science Went Wrong
Bach, K., & Fodor, J. A. (2000) · The Philosophical Review · doi:10.2307/2693638 · Cited by 934 · see citing works
Mapping the Mind: Domain Specificity in Cognition and Culture.
Bloch, M., Hirschfeld, L. A., & Gelman, S. A. (1995) · Journal of the Royal Anthropological Institute · doi:10.2307/3034718 · Cited by 854 · see citing works
Insides and essences: Early understandings of the non-obvious
Gelman, S. A., & Wellman, H. M. (1991) · Cognition · doi:10.1016/0010-0277(91)90007-q · Cited by 802 · see citing works
Mateyak, H. (1997) · Language · doi:10.2307/416636 · Cited by 587 · see citing works
Gelman, R. (1990) · Cognitive Science · doi:10.1016/0364-0213(90)90027-t · Cited by 559 · see citing works
Keil, F. C., & Wilson, R. A. (2000) · The MIT Press eBooks · doi:10.7551/mitpress/2930.001.0001 · Cited by 551 · see citing works
The development of induction within natural kind and artifact categories
Gelman, S. A. (1988) · Cognitive Psychology · doi:10.1016/0010-0285(88)90025-4 · Cited by 551 · see citing works
Gelman, R. (1990) · Cognitive Science · doi:10.1207/s15516709cog1401_5 · Cited by 498 · see citing works
The scope of teleological thinking in preschool children
Kelemen, D. A. (1999) · Cognition · doi:10.1016/s0010-0277(99)00010-4 · Cited by 493 · see citing works
Foundations of Cognitive Science
Garnham, A. (1990) · Trends in Neurosciences · doi:10.1016/0166-2236(90)90025-6 · Cited by 465 · see citing works
Categorization and Naming in Children
Markman, E. M. (1991) · The MIT Press eBooks · doi:10.7551/mitpress/1750.001.0001 · Cited by 451 · see citing works
Concepts: Where Cognitive Science Went Wrong
Pylyshyn, Z. W. (1999) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(98)01236-4 · Cited by 450 · see citing works
Context and structure in conceptual combination
Medin, D. L., & Shoben, E. J. (1988) · Cognitive Psychology · doi:10.1016/0010-0285(88)90018-7 · Cited by 436 · see citing works
Feature Centrality and Conceptual Coherence
Sloman, S. A., Love, B. C., & Ahn, W. (1998) · Cognitive Science · doi:10.1207/s15516709cog2202_2 · Cited by 383 · see citing works
The birth and nurturance of concepts by domains: The origins of concepts of living things
Keil, F. C. (1994) · Cambridge University Press eBooks · doi:10.1017/cbo9780511752902.010 · Cited by 346 · see citing works
Fodor, J. A., Garrett, M. F., Walker, E. C. T., & Parkes, C. H. (1980) · Cognition · doi:10.1016/0010-0277(80)90008-6 · Cited by 324 · see citing works
Young children's naive thinking about the biological world
稲垣, 佳., & 波多野, 誼. (2002) · Psychology Press eBooks · Cited by 323 · see citing works
Developmental changes within the core of artifact concepts
Matan, A., & Carey, S. E. (2001) · Cognition · doi:10.1016/s0010-0277(00)00094-9 · Cited by 281 · see citing works
(2000) · The MIT Press eBooks · doi:10.7551/mitpress/3577.003.0008 · Cited by 223 · see citing works
Aitia as generative factor in Aristotle's philosophy
Moravcsik, J. M. E. (1975) · Dialogue · doi:10.1017/s001221730002655x · Cited by 198 · see citing works
The essentialist aspect of naive theories
Strevens, M. (2000) · Cognition · doi:10.1016/s0010-0277(99)00071-2 · Cited by 193 · see citing works
Prasada, S. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(99)01429-1 · Cited by 187 · see citing works
Self-citationOn the Generic Use of Indefinite Singulars
Cohen, A. (2001) · Journal of Semantics · doi:10.1093/jos/18.3.183 · Cited by 178 · see citing works
Early Differentiation of Causal Mechanisms Appropriate to Biological and Nonbiological Kinds
Springer, K., & Keil, F. C. (1991) · Child Development · doi:10.1111/j.1467-8624.1991.tb01568.x · Cited by 177 · see citing works
Bastable, P. K. (1968) · Philosophical Studies · doi:10.5840/philstudies19681706 · Cited by 173 · see citing works
Feminist interpretations of Aristotle
(1999) · Choice Reviews Online · doi:10.5860/choice.36-2691 · Cited by 168 · see citing works
Function and the Origins of the Design Stance
German, T. P., & Johnson, S. C. (2002) · Journal of Cognition and Development · doi:10.1207/s15327647jcd0303_2 · Cited by 150 · see citing works
Hocutt, M. (1974) · Philosophy · doi:10.1017/s0031819100063324 · Cited by 148 · see citing works
The Shadows and Shallows of Explanation
Wilson, R. A., & Keil, F. C. (1998) · Minds and Machines · doi:10.1023/a:1008259020140 · Cited by 144 · see citing works
Will the real grandmother please stand up? The psychological reality of dual meaning representations
Landau, B. (1982) · Journal of Psycholinguistic Research · doi:10.1007/bf01067501 · Cited by 141 · see citing works
Aristotle's Physics: a collection of essays
(1992) · Choice Reviews Online · doi:10.5860/choice.30-0199 · Cited by 140 · see citing works
Functional features in language and space: insights from perception, categorization, and development
Carlson, L. A., & van der Zee, E. (2005) · Lincoln Repository (University of Lincoln) · Cited by 128 · see citing works
Conceiving of entities as objects and as stuff
Prasada, S., Ferenz, K., & Haskell, T. R. (2002) · Cognition · doi:10.1016/s0010-0277(01)00173-1 · Cited by 119 · see citing works
Self-citationAristotle on adequate explanations
Moravcsik, J. M. E. (1974) · Synthese · doi:10.1007/bf00869493 · Cited by 108 · see citing works
Powers and Prospects: Reflections on Human Nature and the Social Order
Marraffa, M. (1997) · Iris (Roma Tre University) · Cited by 108 · see citing works
Powers and Prospects: Reflections on Human Nature and the Social Order
Chomsky, N. (1996) · Cited by 102 · see citing works
Johnson, S. C., & Solomon, G. E. A. (1997) · Child Development · doi:10.2307/1131668 · Cited by 95 · see citing works
Categories, Hierarchies, and Induction
Shipley, E. F. (1993) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/s0079-7421(08)60299-6 · Cited by 93 · see citing works
How Do Words Get Their Meanings?
Moravcsik, J. M. E. (1981) · The Journal of Philosophy · doi:10.2307/2025394 · Cited by 92 · see citing works
(1999) · The MIT Press eBooks · doi:10.7551/mitpress/4118.001.0001 · Cited by 89 · see citing works
Johnson, S. C., & Solomon, G. E. A. (1997) · Child Development · doi:10.1111/j.1467-8624.1997.tb01948.x · Cited by 78 · see citing works
Flew, A. (1980) · Philosophical Books · doi:10.1111/j.1468-0149.1980.tb01810.x · Cited by 67 · see citing works
Generic Sentences and Analyticity
Burton-Roberts, N. (1977) · Studies in Language · doi:10.1075/sl.1.2.02bur · Cited by 66 · see citing works
Opfer, J. E., & Gelman, S. A. (2001) · Child Development · doi:10.1111/1467-8624.00353 · Cited by 66 · see citing works
A psychological approach to concepts: Comments on Rey's “Concepts and stereotypes”
Smith, E. E. (1984) · Cognition · doi:10.1016/0010-0277(84)90010-6 · Cited by 60 · see citing works
For definitions: A reply to Fodor, Garrett, Walker, and Parkes
Gonsalves, R. J. (1988) · Cognition · doi:10.1016/0010-0277(88)90010-8 · Cited by 55 · see citing works
Conceptual representation of animacy and its perceptual and linguistic reflections
Prasada, S. (2003) · Developmental Science · doi:10.1111/1467-7687.00247_2 · Cited by 29 · see citing works
Self-citationForm, Normativity and Gender in Aristotle A Feminist Perspective
Witt, C. (2006) · Kluwer Academic Publishers eBooks · doi:10.1007/1-4020-2489-4_7 · Cited by 28 · see citing works
Only causation matters: reply to Ahn et al.
Strevens, M. (2001) · Cognition · doi:10.1016/s0010-0277(01)00146-9 · Cited by 22 · see citing works
Being Near the Ceramic, but not Near the Mug: On the Role of Construal in Spatial Language
Prasada, S. (2004) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199264339.003.0014 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Explanation in artificial intelligence: Insights from the social sciences
Miller, T. (2019) · Artificial Intelligence · doi:10.1016/j.artint.2018.07.007 · Cited by 5,302 · see citing works
Implicit multisensory associations influence voice recognition
von Kriegstein, K., & Giraud, A.-L. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040326 · Cited by 309 · see citing works
Explanation and abductive inference
Lombrozo, T. (2012) · The Oxford Handbook of Thinking and Reasoning · doi:10.1093/oxfordhb/9780199734689.013.0014 · Cited by 242 · see citing works
Generic Statements Require Little Evidence for Acceptance but Have Powerful Implications
Cimpian, A., Brandone, A. C., & Gelman, S. A. (2010) · Cognitive Science · doi:10.1111/j.1551-6709.2010.01126.x · Cited by 209 · see citing works
Quantified statements are recalled as generics: Evidence from preschool children and adults
Leslie, S.-J., & Gelman, S. A. (2012) · Cognitive Psychology · doi:10.1016/j.cogpsych.2011.12.001 · Cited by 172 · see citing works
Representation of Principled Connections: A Window Onto the Formal Aspect of Common Sense Conception
Prasada, S., & Dillingham, E. M. (2009) · Cognitive Science · doi:10.1111/j.1551-6709.2009.01018.x · Cited by 156 · see citing works
Self-citationGeneric language in scientific communication
DeJesus, J. M., Callanan, M. A., Solis, G., & Gelman, S. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1817706116 · Cited by 157 · see citing works
Orvell, A., Kross, E., & Gelman, S. A. (2017) · Science · doi:10.1126/science.aaj2014 · Cited by 60 · see citing works
A Developmental Analysis of Generic Nouns in Southern Peruvian Quechua
Mannheim, B., Gelman, S. A., Escalante, C., Huayhua, M., & Puma, R. (2010) · Language Learning and Development · doi:10.1080/15475441003635620 · Cited by 56 · see citing works
Gelman, S. A. (2021) · Language in Society · doi:10.1017/s0047404521000282 · Cited by 27 · see citing works
- Authors
- Prasada, S., & Dillingham, E. M.
- Affiliations
- City University of New York (US)
- Corresponding author
- Prasada, Sandeep
- ORCID
- Prasada, Sandeep
- Venue
- Cognition
- Publisher
- Elsevier BV
- Published
- 2006-02
- Volume
- 99
- Issue
- 1
- Pages
- 73-112
- ISSN
- 0010-0277 (ISSN-L)
- OpenAlex
- W1994655610
- Cited by
- 230
- References
- 73
- Citations by year
- 2026: 8 · 2025: 10 · 2024: 14 · 2023: 6 · 2022: 8 · 2021: 12 · 2020: 15 · 2019: 46 · 2018: 13 · 2017: 10 · 2016: 3 · 2015: 10 · 2014: 9 · 2013: 8 · 2012: 13
- FWCI
- 6.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Cognition (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Language, Metaphor, and Cognition
- Physical Sciences › Computer Science › Artificial Intelligence › Logic, Reasoning, and Knowledge
- Keywords
- type tokens, causal relationship, logical connections, conceptual representation, theory-based approach, explanation, normative expectations
- MeSH terms
- Analysis of Variance, Cognition, Concept Formation, Humans, Judgment, Linguistics, Psychological Theory, Knowledge
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review