Literature DB >> 28439807

Generating explanations via analogical comparison.

Christian Hoyos1, Dedre Gentner2.   

Abstract

Generating explanations can be highly effective in promoting learning in both adults and children. Our interest is in the mechanisms that underlie this effect and in whether and how they operate in early learning. In adult reasoning, explanation may call on many subprocesses-including comparison, counterfactual reasoning, and reasoning by exclusion; but it is unlikely that all these processes are available to young children. We propose that one process that may serve both children and adults is comparison. In this study, we asked whether children would use the results of a comparison experience when asked to explain why a model skyscraper was stable. We focused on a challenging principle-that diagonal cross-bracing lends stability to physical structures (Gentner et al., Cognitive Science, 40, 224-240, 2016). Six-year-olds either received no training or interacted with model skyscrapers in one of three different conditions, designed to vary in their potential to invite and support comparison. In the Single Model condition, children interacted with a single braced model. In the comparison conditions (Low Alignability and High Alignability), children compared braced and unbraced models. Following experience with the models, children were asked to explain why the braced model was stable. They then received two transfer tasks. We found that children who received highly alignable pairs were most likely to (a) produce brace-based explanations and (b) transfer the brace principle to a dissimilar context. This provides evidence that children can benefit from analogical comparison in generating explanations and also suggests limitations on this ability.

Entities:  

Keywords:  Analogy; Comparison; Explanation; Learning

Mesh:

Year:  2017        PMID: 28439807     DOI: 10.3758/s13423-017-1289-5

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  28 in total

1.  Relations, objects, and the composition of analogies.

Authors:  Dedre Gentner; Kenneth J Kurtz
Journal:  Cogn Sci       Date:  2006-07-08

2.  The role of explanation in discovery and generalization: evidence from category learning.

Authors:  Joseph J Williams; Tania Lombrozo
Journal:  Cogn Sci       Date:  2010-07

3.  Commonalities and differences in similarity comparisons.

Authors:  A B Markman; D Gentner
Journal:  Mem Cognit       Date:  1996-03

4.  Children balance theories and evidence in exploration, explanation, and learning.

Authors:  Elizabeth Baraff Bonawitz; Tessa J P van Schijndel; Daniel Friel; Laura Schulz
Journal:  Cogn Psychol       Date:  2012-01-25       Impact factor: 3.468

5.  Selective effects of explanation on learning during early childhood.

Authors:  Cristine H Legare; Tania Lombrozo
Journal:  J Exp Child Psychol       Date:  2014-06-16

6.  Inconsistency with prior knowledge triggers children's causal explanatory reasoning.

Authors:  Cristine H Legare; Susan A Gelman; Henry M Wellman
Journal:  Child Dev       Date:  2010 May-Jun

7.  Extending SME to Handle Large-Scale Cognitive Modeling.

Authors:  Kenneth D Forbus; Ronald W Ferguson; Andrew Lovett; Dedre Gentner
Journal:  Cogn Sci       Date:  2016-06-20

8.  "Spontaneous" causal thinking.

Authors:  B Weiner
Journal:  Psychol Bull       Date:  1985-01       Impact factor: 17.737

9.  Explanation and generalization in young children's strategy learning.

Authors:  K Crowley; R S Siegler
Journal:  Child Dev       Date:  1999 Mar-Apr

10.  Comparison and mapping facilitate relation discovery and predication.

Authors:  Leonidas A A Doumas; John E Hummel
Journal:  PLoS One       Date:  2013-06-25       Impact factor: 3.240

View more
  3 in total

1.  Preface for the special issue on The Process of Explanation : Guest Editors: Andrei Cimpian (New York University) and Frank Keil (Yale University).

Authors:  Andrei Cimpian; Frank Keil
Journal:  Psychon Bull Rev       Date:  2017-10

Review 2.  Scaling-up PrEP Delivery in Sub-Saharan Africa: What Can We Learn from the Scale-up of ART?

Authors:  Gabrielle O'Malley; Gena Barnabee; Kenneth Mugwanya
Journal:  Curr HIV/AIDS Rep       Date:  2019-04       Impact factor: 5.071

3.  Spatial Alignment Facilitates Visual Comparison in Children.

Authors:  Yinyuan Zheng; Bryan Matlen; Dedre Gentner
Journal:  Cogn Sci       Date:  2022-08
  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.