Literature DB >> 28236097

Organized simultaneous displays facilitate learning of complex natural science categories.

Brian J Meagher1, Paulo F Carvalho2, Robert L Goldstone1, Robert M Nosofsky3.   

Abstract

Subjects learned to classify images of rocks into the categories igneous, metamorphic, and sedimentary. In accord with the real-world structure of these categories, the to-be-classified rocks in the experiments had a dispersed similarity structure. Our central hypothesis was that learning of these complex categories would be improved through observational study of organized, simultaneous displays of the multiple rock tokens. In support of this hypothesis, a technique that included the presentation of the simultaneous displays during phases of the learning process yielded improved acquisition (Experiment 1) and generalization (Experiment 2) compared to methods that relied solely on sequential forms of study and testing. The technique appears to provide a good starting point for application of cognitive-psychology principles of effective category learning to the science classroom.

Entities:  

Keywords:  Category learning; Cognitive training

Mesh:

Year:  2017        PMID: 28236097     DOI: 10.3758/s13423-017-1251-6

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


  11 in total

1.  Observational versus feedback training in rule-based and information-integration category learning.

Authors:  F Gregory Ashby; W Todd Maddox; Corey J Bohil
Journal:  Mem Cognit       Date:  2002-07

2.  Category learning in the context of co-presented items.

Authors:  Janet K Andrews; Kenneth R Livingston; Kenneth J Kurtz
Journal:  Cogn Process       Date:  2010-11-14

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Authors:  Henry L Roediger; Jeffrey D Karpicke
Journal:  Psychol Sci       Date:  2006-03

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Authors:  D H Brainard
Journal:  Spat Vis       Date:  1997

5.  Self-Directed Learning: A Cognitive and Computational Perspective.

Authors:  Todd M Gureckis; Douglas B Markant
Journal:  Perspect Psychol Sci       Date:  2012-09

6.  On Learning Natural-Science Categories That Violate the Family-Resemblance Principle.

Authors:  Robert M Nosofsky; Craig A Sanders; Alex Gerdom; Bruce J Douglas; Mark A McDaniel
Journal:  Psychol Sci       Date:  2016-11-23

7.  Observation versus classification in supervised category learning.

Authors:  Kimery R Levering; Kenneth J Kurtz
Journal:  Mem Cognit       Date:  2015-02

Review 8.  Relational categories as a bridge between cognitive and educational research.

Authors:  Micah B Goldwater; Lennart Schalk
Journal:  Psychol Bull       Date:  2016-03-07       Impact factor: 17.737

9.  The development of category learning strategies: what makes the difference?

Authors:  Rubi Hammer; Gil Diesendruck; Daphna Weinshall; Shaul Hochstein
Journal:  Cognition       Date:  2009-05-07

10.  Putting category learning in order: Category structure and temporal arrangement affect the benefit of interleaved over blocked study.

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Mem Cognit       Date:  2014-04
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  2 in total

1.  Use of evidence in a categorization task: analytic and holistic processing modes.

Authors:  Alberto Greco; Stefania Moretti
Journal:  Cogn Process       Date:  2017-08-14

2.  Learning hierarchically organized science categories: simultaneous instruction at the high and subtype levels.

Authors:  Robert M Nosofsky; Colin Slaughter; Mark A McDaniel
Journal:  Cogn Res Princ Implic       Date:  2019-12-19
  2 in total

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