Explaining the moral of the story
Open accessAbstract
Although storybooks are often used as pedagogical tools for conveying moral lessons to children, the ability to spontaneously extract "the moral" of a story develops relatively late. Instead, children tend to represent stories at a concrete level - one that highlights surface features and understates more abstract themes. Here we examine the role of explanation in 5- and 6-year-old children's developing ability to learn the moral of a story. Two experiments demonstrate that, relative to a control condition, prompts to explain aspects of a story facilitate children's ability to override salient surface features, abstract the underlying moral, and generalize that moral to novel contexts. In some cases, generating an explanation is more effective than being explicitly told the moral of the story, as in a more traditional pedagogical exchange. These findings have implications for moral comprehension, the role of explanation in learning, and the development of abstract reasoning in early childhood.
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Children are most effective at extracting moral stories when prompted to explicitly explain the causal models embedded in the stories.
“Children are most effective at extracting these moral stories when prompted to explicitly explain the causal models embedded in the stories (Walker & Lombrozo, 2017).”
From Stories in Action. (2022) · cites this paper as Walker & Lombrozo, 2017
The conclusion (p. 10) says that prompts to explain key story events significantly helped 5- and 6-year-olds extract a moral lesson. The study prompted explanations of events, not explicit explanations of embedded causal models; it also does not establish that this approach is generally the most effective. (LLM, conf=0.85)
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Cites
Self-explanations: How students study and use examples in learning to solve problems
Chi, M. (1989) · Cognitive Science · doi:10.1016/0364-0213(89)90002-5 · Cited by 2,287 · see citing works
The Function of Fiction is the Abstraction and Simulation of Social Experience
Mar, R. A., & Oatley, K. (2008) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2008.00073.x · Cited by 1,345 · see citing works
Wittwer, J., & Renkl, A. (2008) · Educational Psychologist · doi:10.1080/00461520701756420 · Cited by 277 · see citing works
Flagged first, then by citations
Research works printed but not linked: 24
- Afflerbach, P. P. (1990). The influence of prior knowledge on expert readers' main idea construction strategies. Reading Research Quarterly, 25, 31–46.
- Bonawitz, E. B., & Lombrozo, T. (2012). Occam's rattle: Children's use of simplicity and probability to constrain inference. Developmental Psychology, 48, 1156–1164. http://dx.doi.org/10.1037/a0026471. · DOI
- Brown, A. L. (1975). The development of memory: Knowing knowing about knowing, and knowing how to know. In H. W. Reese (Ed.). Advances in child development and behavior (Vol. 10). New York: Academic Press.
- Brown, A. L., & Kane, M. J. (1988). Preschool children can learn to transfer: Learning to learn and learning from example. Cognitive Psychology, 20, 493–523. http:// dx.doi.org/10.1016/0010-0285(88)90014-X. · DOI
- Brown, A. L., Kane, M. J., & Echols, C. H. (1986). Young children's mental models determine analogical transfer across problems with a common goal structure. Cognitive Development, 1(2), 103–121.
- Buchsbaum, D., Gopnik, A., Griffiths, T. L., & Shafto, P. (2011). Children's imitation of causal action sequences is influenced by statistical and pedagogical evidence. Cognition, 120(3), 331–340.
- Carey, S. (1985). Conceptual change in childhood. Cambridge, MA: MIT Press.
- Chi, M. T. H. (2000). Self-explaining: The dual processes of generating inference and repairing mental models. In R. Glaser (Ed.). Advances in instructional psychology: Educational design and cognitive science (Vol. 5, pp. 161–238). Mahwah, NJ: Erlbaum.
- Chi, M. T. (2009). Active-constructive-interactive: A conceptual framework for differentiating learning activities. Topics in Cognitive Science, 1(1), 73–105.
- Chi, M. T. H., de Leeuw, N., Chiu, M. H., & LaVancher, C. (1994). Eliciting self- explanations improves understanding. Cognitive Science, 18, 439–477. http://dx. doi.org/10.1207/s15516709cog1803_3. · DOI · Paper page
- Craik, F. I., & Lockhart, R. S. (1972). Levels of processing: A framework for memory research. Journal of Verbal Learning and Verbal Behavior, 11(6), 671–684.
- Crisafi, M. A., & Brown, A. L. (1986). Analogical transfer in very young children: Combining two separately learned solutions to reach a goal. Child Development, 57(4), 953–968.
- Crowley, K., & Siegler, R. S. (1999). Explanation and generalization in young children's strategy learning. Child Development, 70(2), 304–316.
- Csibra, G., & Gergely, G. (2009). Natural pedagogy. Trends in Cognitive Sciences, 13(4), 148–153.
- Csibra, G., & Gergely, G. (2006). Social learning and social cognition: The case for pedagogy. In Y. Munakata &M. H. Johnson (Eds.), Processes of change in brain and cognitive development. Attention and performance XXI (pp. 249–274). Oxford: Oxford University Press.
- Edwards, B. J., Williams, J. J., Gentner, D., & Lombrozo, T. (2014). Effects of comparison and explanation on analogical transfer. In P. Bello, M. Guarini, M. McShane, & B. Scassellati (Eds.), Proceedings of the 36th annual conference of the cognitive science society (pp. 445–450). Austin, TX: Cognitive Science Society.
- Fonseca, B., & Chi, M. T. H. (2011). The self-explanation effect: A constructive learning activity. In R. E. Mayer & P. A. Alexander (Eds.), The handbook of research on learning and instruction (pp. 296–321). New York, NY: Routledge Press. http://dx.doi.org/10.4324/9780203839089. · DOI
- Frazier, B. N., Gelman, S. A., & Wellman, H. M. (2009). Preschoolers' search for explanatory information within adult-child conversation. Child Development, 80, 1592–1611. http://dx.doi.org/10.1111/j.1467-8624.2009.01356.x. · DOI
- Gelman, S. A. (2003). The essential child: The origins of essentialism in everyday thought. Oxford: Oxford Press.
- Gelman, S. A., & Wellman, H. M. (1991). Insides and essences: Early understandings of the non-obvious. Cognition, 38(3), 213–244.
- Goldman, S. R., Reyes, M., & Varnhagen, D. (1984). Understanding fables in first and second languages. NABE Journal, 8, 35–66.
- Gopnik, A., & Meltzoff, A. N. (1997). Words, thoughts, and theories. Cambridge, MA: MIT Press.
- Hickling, A. K., & Wellman, H. M. (2001). The emergence of children's causal explanations and theories: Evidence from everyday conversation. Developmental Psychology, 37(5), 668–683.
- Honig, B. (1987). Last chance for our children: How you can help save our schools. Boston, MA: Addison Wesley Publishing Company. ng the moral of the story. Cognition (2016), http://dx.doi.org/10.1016/j. http://refhub.elsevier.com/S0010-0277(16)30273-6/h0005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0010 http://dx.doi.org/10.1037/a0026471 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0020 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0020 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0020 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0025 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0025 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0030 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0030 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0030 http://dx.doi.org/10.1016/0010-0285(88)90014-X http://dx.doi.org/10.1016/0010-0285(88)90014-X http://refhub.elsevier.com/S0010-0277(16)30273-6/h0040 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0040 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0040 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0045 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0045 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0045 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9000 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9005 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0050 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0050 http://dx.doi.org/10.1207/s15516709cog1302_1 http://dx.doi.org/10.1207/s15516709cog1302_1 http://dx.doi.org/10.1207/s15516709cog1803_3 http://dx.doi.org/10.1207/s15516709cog1803_3 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0065 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0065 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0070 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0070 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0070 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0075 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0075 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0080 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0080 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0085 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0085 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0085 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0085 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9010 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9010 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9010 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9010 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0090 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0090 http://dx.doi.org/10.4324/9780203839089 http://dx.doi.org/10.1111/j.1467-8624.2009.01356.x http://refhub.elsevier.com/S0010-0277(16)30273-6/h0105 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0105 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9015 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9015 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0110 http://refhub.elsevier.com/S0010-0277(16)30273-6/h0110 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9020 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9020 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9025 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9025 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9025 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9035 http://refhub.elsevier.com/S0010-0277(16)30273-6/h9035 http://dx.doi.org/10.1016/j.cognition.2016.11.007 http://dx.doi.org/10.1016/j.cognition.2016.11.007 · DOI
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Walsh, J., Vaida, N., Coman, A., & Fiske, S. T. (2022) · Psychological Science in the Public Interest · doi:10.1177/15291006231161337 · Cited by 26 · see citing works
“17 People use stories to teach children how to read (Price & Kalil, 2019), as scaffolding to impart lessons on norms and morality (Baumeister et al., 2004; Walker & Lombrozo, 2017), and to explain how the natural world works (Dahlstrom, 2014).”
Background
- Authors
- Walker, C. M., & Lombrozo, T.
- Affiliations
- University of California San Diego (US)
- University of California, Berkeley (US)
- Corresponding author
- Walker, Caren M.
- Venue
- Cognition
- Publisher
- Elsevier BV
- Published
- 2017-10
- Volume
- 167
- Pages
- 266-281
- ISSN
- 0010-0277 (ISSN-L)
- OpenAlex
- W2565207627
- Cited by
- 71
- References
- 3
- Citations by year
- 2026: 1 · 2025: 10 · 2024: 9 · 2023: 9 · 2022: 6 · 2021: 6 · 2020: 13 · 2019: 10 · 2018: 5 · 2017: 2
- FWCI
- 13.26
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cognition (acceptedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Science Foundation (DRL-1056712)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Psychology of Moral and Emotional Judgment
- Keywords
- moral reasoning, moral tales, explanation, children's moral development, abstract thinking, narrative comprehension, surface features, early childhood, moral education
- MeSH terms
- Child, Child Development, Psychology, Child, Child, Preschool, Concept Formation, Female, Humans, Male, Morals, Reading, Comprehension
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