Literature DB >> 24092426

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

Paulo F Carvalho1, Robert L Goldstone.   

Abstract

Recent research in inductive category learning has demonstrated that interleaved study of category exemplars results in better performance than does studying each category in separate blocks. However, the questions of how the category structure influences this advantage and how simultaneous presentation interacts with the advantage are open issues. In this article, we present three experiments. The first experiment indicates that the advantage of interleaved over blocked study is modulated by the structure of the categories being studied. More specifically, interleaved study results in better generalization for categories with high within- and between-category similarity, whereas blocked presentation results in better generalization for categories with low within- and between-category similarity. In Experiment 2, we present evidence that when presented simultaneously, between-category comparisons (interleaved presentation) result in a performance advantage for high-similarity categories, but no differences were found for low-similarity categories. In Experiment 3, we directly compared simultaneous and successive presentation of low-similarity categories. We again found an overall benefit for blocked study with these categories. Overall, these results are consistent with the proposal that interleaving emphasizes differences between categories, whereas blocking emphasizes the discovery of commonalities among objects within the same category.

Entities:  

Mesh:

Year:  2014        PMID: 24092426     DOI: 10.3758/s13421-013-0371-0

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  34 in total

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Authors:  Laura L Namy; Dedre Gentner
Journal:  J Exp Psychol Gen       Date:  2002-03

2.  Sequence effects in the categorization of tones varying in frequency.

Authors:  Neil Stewart; Gordon D A Brown
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2004-03       Impact factor: 3.051

3.  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

4.  Recency effects as a window to generalization: separating decisional and perceptual sequential effects in category learning.

Authors:  Matt Jones; Bradley C Love; W Todd Maddox
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2006-03       Impact factor: 3.051

5.  Comparing prototype-based and exemplar-based accounts of category learning and attentional allocation.

Authors:  John Paul Minda; J David Smith
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2002-03       Impact factor: 3.051

6.  Comparison-based learning: effects of comparing instances during category learning.

Authors:  T L Spalding; B H Ross
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1994-11       Impact factor: 3.051

7.  Role of stimulus comparison in children's discrimination learning.

Authors:  M Rieber
Journal:  J Exp Psychol       Date:  1966-08

8.  At the same time or apart in time? The role of presentation timing and retrieval dynamics in generalization.

Authors:  Haley A Vlach; Amber A Ankowski; Catherine M Sandhofer
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2011-09-05       Impact factor: 3.051

9.  Simultaneous presentation of similar stimuli produces perceptual learning in human picture processing.

Authors:  M E Mundy; R C Honey; Dominic M Dwyer
Journal:  J Exp Psychol Anim Behav Process       Date:  2007-04

10.  The role of stimulus comparison in human perceptual learning: effects of distractor placement.

Authors:  Dominic M Dwyer; Matthew E Mundy; Robert C Honey
Journal:  J Exp Psychol Anim Behav Process       Date:  2011-07
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  26 in total

1.  Perceptual Learning of Intonation Contour Categories in Adults and 9- to 11-Year-Old Children: Adults Are More Narrow-Minded.

Authors:  Vsevolod Kapatsinski; Paul Olejarczuk; Melissa A Redford
Journal:  Cogn Sci       Date:  2016-02-22

2.  Why does interleaving improve math learning? The contributions of discriminative contrast and distributed practice.

Authors:  Nathaniel L Foster; Michael L Mueller; Christopher Was; Katherine A Rawson; John Dunlosky
Journal:  Mem Cognit       Date:  2019-08

3.  Organized simultaneous displays facilitate learning of complex natural science categories.

Authors:  Brian J Meagher; Paulo F Carvalho; Robert L Goldstone; Robert M Nosofsky
Journal:  Psychon Bull Rev       Date:  2017-12

Review 4.  Model-guided search for optimal natural-science-category training exemplars: A work in progress.

Authors:  Robert M Nosofsky; Craig A Sanders; Xiaojin Zhu; Mark A McDaniel
Journal:  Psychon Bull Rev       Date:  2019-02

5.  The benefits of interleaved and blocked study: different tasks benefit from different schedules of study.

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Psychon Bull Rev       Date:  2015-02

6.  Blocking as a friend of induction in verbal category learning.

Authors:  Linda J Sorensen; Dan J Woltz
Journal:  Mem Cognit       Date:  2016-10

7.  Real-world visual statistics and infants' first-learned object names.

Authors:  Elizabeth M Clerkin; Elizabeth Hart; James M Rehg; Chen Yu; Linda B Smith
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

8.  Field tests of learning principles to support pedagogy: Overlap and variability jointly affect sound/letter acquisition in first graders.

Authors:  Bob McMurray; Tanja C Roembke; Eliot Hazeltine
Journal:  J Cogn Dev       Date:  2018-10-17

9.  Optimal sequencing during category learning: Testing a dual-learning systems perspective.

Authors:  Sharon M Noh; Veronica X Yan; Robert A Bjork; W Todd Maddox
Journal:  Cognition       Date:  2016-06-22

10.  Repetition across successive sentences facilitates young children's word learning.

Authors:  Jessica F Schwab; Casey Lew-Williams
Journal:  Dev Psychol       Date:  2016-05-05
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