The DOI matches its Crossref record; 57 of the 57 references it cites were found in a registry or an index.
Children and adults as intuitive scientists.
Abstract
The metaphor of children and lay adults as intuitive scientists has gained wide acceptance. Although useful in one sense, pertaining to scientific understanding, in another, pertaining to the process of scientific thinking, the metaphor may be fundamentally misleading. Research is reviewed indicating that processes of scientific thinking differ significantly in children, lay adults, and scientists. Hence, it is the instruments of scientific thinking, not just the products, that undergo "strong restructuring" (Carey, 1986). A framework for conceptualizing development of scientific thinking processes is proposed, centering on progressive differentiation and coordination of theory and evidence. This development is metacognitive, as well as strategic. It requires thinking about theories, rather than merely with them, and thinking about evidence, rather than merely being influenced by it, and, hence, reflects the attainment of control over the interaction of theories and evidence in one's own thinking.
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“In addition, it appears that children (and even some adults) do not make the same sharp distinction between theories and evidence that scientists do (Carey, Evans, Honda, Jay, & Unger, 1989; D. Kuhn, 1989; D. Kuhn, Amsel, & O'Loughlin, 1988).”
From The role of anomalous data in knowledge acquisition: A theoretical framework and implications for science instruction. (1993) · cites this paper as D. Kuhn, 1989
In the citing paper
“A large body of developmental research indicates that children (and even many adults) are deficient in their understanding of such methodological matters as controlled experimentation and the interpretation of covariation information (e.g., Gil & Carrascosa, 1985;Kuhn, 1989;Kuhn et al., 1988;Schauble, 1990;Shaklee & Elek, 1988;Shaklee & Goldston, 1989).”
From The role of anomalous data in knowledge acquisition: A theoretical framework and implications for science instruction. (1993) · cites this paper as Kuhn, 1989
In the citing paper
“a.An explicit understanding of the relationship between theory and evidence (Kuhn, 1989).”
From The role of anomalous data in knowledge acquisition: A theoretical framework and implications for science instruction. (1993) · cites this paper as Kuhn, 1989
Citations
Cites
The Structure of Scientific Revolutions
Kuhn, T. S., & Schlegel, R. (1963) · Physics Today · doi:10.1063/1.3050879 · Cited by 35,538
Vygotsky, L. S. (1964) · Bulletin of the Orton Society · doi:10.1007/bf02928399 · Cited by 20,704
The growth of logical thinking: From childhood to adolescence.
Inhelder, B., & Piaget, J. (1958) · Basic Books · doi:10.1037/10034-000 · Cited by 4,607
Human Inference: Strategies and Shortcomings of Social Judgment.
Cherniak, C., Nisbett, R. E., & Ross, L. D. (1983) · The Philosophical Review · doi:10.2307/2184495 · Cited by 4,196
Conceptual Change in Childhood
Carey, S. E. (1985) · Medical Entomology and Zoology · Cited by 3,851
Review of Child Development Research
Walters, J., Hoffman, M. L., & Hoffman, L. W. (1965) · Journal of Marriage and the Family · doi:10.2307/349834 · Cited by 3,658
The Psychology Of Intelligence
Piaget, J. (2005) · Routledge eBooks · doi:10.4324/9780203981528 · Cited by 3,032
Miller, G. A., & Cantor, N. E. (1982) · Social Cognition · doi:10.1521/soco.1982.1.1.83 · Cited by 2,862
Beyond IQ: A Triarchic Theory of Human Intelligence
Clarke, A. M., & Sternberg, R. J. (1986) · British Journal of Educational Studies · doi:10.2307/3121332 · Cited by 2,856
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
Induction: Processes of Inference, Learning, and Discovery
Holland, J. H., Holyoak, K. J., Nisbett, R. E., Thagard, P. R., & Smoliar, S. W. (1987) · IEEE Expert · doi:10.1109/mex.1987.4307100 · Cited by 2,305
Advances in developmental psychology
Lamb, M. E., Brown, A. L., & Rogoff, B. (1981) · Lawrence Erlbaum Associates eBooks · Cited by 1,686
Cheng, P. W., & Holyoak, K. J. (1985) · Cognitive Psychology · doi:10.1016/0010-0285(85)90014-3 · Cited by 1,463
Medical Problem Solving: An Analysis of Clinical Reasoning
Elstein, A. S., Shulman, L. S., & Sprafka, S. A. (1978) · doi:10.4159/harvard.9780674189089 · Cited by 1,377 · cited 1×
“Moreover, a high level of mastery of such skills is assumed not only in formal scientific inquiry but in a wide range of other highly skilled endeavors, such as medical diagnosis (Elstein, Shulman, & Sprafka, 1978) and legal practice (Kassin & Wrightsman, 1985).”
BackgroundDedre Gentner, C. (1983) · Cited by 1,329
Education and thinking: The role of knowledge.
Glaser, R. (1984) · American Psychologist · doi:10.1037/0003-066x.39.2.93 · Cited by 1,272 · cited 3×
“able would be an approach that takes the developing knowledge structures studied by Carey (1985b) and others into account, without foregoing the search for strategy change as well (Chi & Ceci, 1987; Glaser, 1984).”
BackgroundConcepts and Conceptual Development: Ecological and Intellectual Factors in Categorization
Neisser, U. (1989) · Medical Entomology and Zoology · Cited by 1,206
Dual space search during scientific reasoning
Klahr, D., & Dunbar, K. (1988) · Cognitive Science · doi:10.1207/s15516709cog1201_1 · Cited by 1,058
Cognitive Structure and Conceptual Change
West, L. H. T., & Pines, A. L. (1985) · Medical Entomology and Zoology · Cited by 910
From meta-processes to conscious access: Evidence from children's metalinguistic and repair data
Karmiloff‐Smith, A. (1986) · Cognition · doi:10.1016/0010-0277(86)90040-5 · Cited by 720
Flowing Waters or Teeming Crowds: Mental Models of Electricity
Dedre Gentner, C., & Gentner, D. R. (2014) · Psychology Press eBooks · doi:10.4324/9781315802725-10 · Cited by 699
Guttenplan, S. (1975) · Cited by 632
Piaget, J. (1958) · Medical Entomology and Zoology · Cited by 618
Alloy, L. B., & Kayne, N. T. (1984) · Psychological Review · doi:10.1037/0033-295x.91.1.112 · Cited by 616
The Growth of Logical Thinking
Smith, F. V., Inhelder, B., & Piaget, J. (1959) · British Journal of Educational Studies · doi:10.2307/3118518 · Cited by 596
McCloskey, M. E. (2014) · Psychology Press eBooks · doi:10.4324/9781315802725-17 · Cited by 593
Hypothesis evaluation from a Bayesian perspective.
Fischhoff, B., & Marom, T. (1983) · Psychological Review · doi:10.1037/0033-295x.90.3.239 · Cited by 539
Pragmatic versus syntactic approaches to training deductive reasoning
Cheng, P. W., Holyoak, K. J., Nisbett, R. E., & Oliver, L. M. (1986) · Cognitive Psychology · doi:10.1016/0010-0285(86)90002-2 · Cited by 488
Theories of Knowledge Restructuring in Development
Vosniadou, S., & Brewer, W. F. (1987) · Review of Educational Research · doi:10.3102/00346543057001051 · Cited by 442
(2013) · Routledge eBooks · doi:10.4324/9780203056646 · Cited by 432
Belief revision in children: The role of prior knowledge and strategies for generating evidence
Schauble, L. (1990) · Journal of Experimental Child Psychology · doi:10.1016/0022-0965(90)90048-d · Cited by 420
Mechanisms Of Cognitive Development
Siegler, R. S. (1989) · Annual Review of Psychology · doi:10.1146/annurev.ps.40.020189.002033 · Cited by 417
Scientist as Subject: The Psychological Imperative.
Lewis, L. S., & Mahoney, M. J. (1978) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2064480 · Cited by 415
Cognitive science and science education.
Carey, S. E. (1986) · American Psychologist · doi:10.1037/0003-066x.41.10.1123 · Cited by 398
Evans, J. S. B. T., & Baron, J. (1987) · British Journal of Educational Studies · doi:10.2307/3120822 · Cited by 368
Lehman, D. R., Lempert, R. O., & Nisbett, R. E. (1988) · American Psychologist · doi:10.1037/0003-066x.43.6.431 · Cited by 341
Mechanisms Of Cognitive Development
Siegler, R. S. (1989) · Annual Review of Psychology · doi:10.1146/annurev.psych.40.1.353 · Cited by 341
The Limits of Scientific Reasoning
Cetina, K. K., & Faust, D. (1986) · The Journal of Higher Education · doi:10.2307/1981258 · Cited by 334
Gregg, L. W., & Gregg, L. W. (2013) · Psychology Press eBooks · doi:10.4324/9780203781579 · Cited by 331
Making sense : the acquisition of shared meaning
Nelson, K. L. (1985) · UT Back-in-Print Service eBooks · Cited by 314
The Psychology of Evidence and Trial Procedure
Kassin, S. M., & Wrightsman, L. S. (1985) · Medical Entomology and Zoology · Cited by 279
Languages and Designs for Probability Judgment*
Shafer, G. R., & Tversky, A. (1985) · Cognitive Science · doi:10.1207/s15516709cog0903_2 · Cited by 251
Postprimary education has little impact on informal reasoning.
Perkins, D. N. (1985) · Journal of Educational Psychology · doi:10.1037/0022-0663.77.5.562 · Cited by 247
Problem solving and rule induction: A unified view.
Simon, H. A., & Lea, G. (1974) · Medical Entomology and Zoology · Cited by 246
Handbook of adolescent psychology
Adelson, J. (1980) · Wiley eBooks · Cited by 237
Elstein, A. S., Shulman, L. S., & Sprafka, S. A. (1978) · Annals of Internal Medicine · doi:10.7326/0003-4819-89-2-291_1 · Cited by 231
The Child is a Theoretician, Not an Inductivist*
KARMILOFF‐SMITH, A. (1988) · Mind & Language · doi:10.1111/j.1468-0017.1988.tb00142.x · Cited by 179
The Development of Problem-Solving Strategies
Kuhn, D., & Phelps, E. (1982) · Advances in child development and behavior · doi:10.1016/s0065-2407(08)60356-0 · Cited by 176
Self-citationDevelopment of intuitive theories of motion: Curvilinear motion in the absence of external forces.
Kaiser, M. K., McCloskey, M. E., & Proffítt, D. R. (1986) · Developmental Psychology · doi:10.1037/0012-1649.22.1.67 · Cited by 118
Schwebel, M., & Raph, J. B. (1973) · Medical Entomology and Zoology · Cited by 115
Voss, J. F., Blais, J., Means, M. L., Greene, T. R., & Ahwesh, E. (1986) · Cognition and Instruction · doi:10.1207/s1532690xci0303_7 · Cited by 113
The Use of Covariation as a Principle of Causal Analysis
Shultz, T. R., & Mendelson, R. (1975) · Child Development · doi:10.1111/j.1467-8624.1975.tb03324.x · Cited by 103
Karmiloff-Smith, A. (1984) · Cited by 100
Intellectual development beyond childhood
Kuhn, D. (1979) · Jossey-Bass eBooks · Cited by 72
Self-citationDefining the locus of developmental differences in children's causal reasoning
Siegler, R. S. (1975) · Journal of Experimental Child Psychology · doi:10.1016/0022-0965(75)90123-x · Cited by 57
Covariation Judgment: Systematic Rule Use in Middle Childhood
Shaklee, H., & Paszek, D. (1985) · Child Development · doi:10.2307/1130238 · Cited by 42
ToReally get ahead, get a metatheory
Moshman, D. (1979) · New Directions for Child and Adolescent Development · doi:10.1002/cd.23219790505 · Cited by 10
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The emotional dog and its rational tail: A social intuitionist approach to moral judgment.
Haidt, J. (2001) · Psychological Review · doi:10.1037/0033-295x.108.4.814 · Cited by 8,048
Confirmation Bias: A Ubiquitous Phenomenon in Many Guises
Nickerson, R. S. (1998) · Review of General Psychology · doi:10.1037/1089-2680.2.2.175 · Cited by 7,267
Schraw, G., Crippen, K. J., & Hartley, K. (2006) · Research in Science Education · doi:10.1007/s11165-005-3917-8 · Cited by 1,529
Schraw, G., & Moshman, D. (1995) · Educational Psychology Review · doi:10.1007/bf02212307 · Cited by 1,443
Chinn, C. A., & Brewer, W. F. (1993) · Review of Educational Research · doi:10.3102/00346543063001001 · Cited by 1,393
Metadata
- Authors
- Kuhn, D.
- Affiliations
- Columbia University (US)
- Corresponding author
- Kuhn, Deanna
- ORCID
- Kuhn, Deanna
- Venue
- Psychological Review
- Published
- 1989
- Volume
- 96
- Issue
- 4
- Pages
- 674-689
- ISSN
- 0033-295X (ISSN-L)
- 1939-1471
- OpenAlex
- W1972191699
- Cited by
- 774
- References
- 57
- Citations by year
- 2026: 7 · 2025: 7 · 2024: 11 · 2023: 14 · 2022: 20 · 2021: 14 · 2020: 41 · 2019: 22 · 2018: 37 · 2017: 13 · 2016: 14 · 2015: 30 · 2014: 25 · 2013: 17 · 2012: 35
- FWCI
- 139.56
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Review (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Education › Science Education and Pedagogy
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Keywords
- scientific thinking, children's scientific thinking, scientific reasoning, theory and evidence, metacognition, meta-reasoning, cognitive development, conceptual framework
- MeSH terms
- Child, Cognition, Female, Humans, Human Development, Male, Models, Psychological, Problem Solving, Science, Thinking
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