Literature DB >> 23138567

Why interleaving enhances inductive learning: the roles of discrimination and retrieval.

Monica S Birnbaum1, Nate Kornell, Elizabeth Ligon Bjork, Robert A Bjork.   

Abstract

Kornell and Bjork (Psychological science 19:585-592, 2008) found that interleaving exemplars of different categories enhanced inductive learning of the concepts based on those exemplars. They hypothesized that the benefit of mixing exemplars from different categories is that doing so highlights differences between the categories. Kang and Pashler (Applied cognitive psychology 26:97-103, 2012) obtained results consistent with this discriminative-contrast hypothesis: Interleaving enhanced inductive learning, but temporal spacing, which does not highlight category differences, did not. We further tested the discriminative-contrast hypothesis by examining the effects of interleaving and spacing, as well as their combined effects. In three experiments, using photographs of butterflies and birds as the stimuli, temporal spacing was harmful when it interrupted the juxtaposition of interleaved categories, even when total spacing was held constant, supporting the discriminative-contrast hypothesis. Temporal spacing also had value, however, when it did not interrupt discrimination processing.

Mesh:

Year:  2013        PMID: 23138567     DOI: 10.3758/s13421-012-0272-7

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


  11 in total

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Authors:  Seth Chin-Parker; Brian H Ross
Journal:  Mem Cognit       Date:  2002-04

2.  Spacing as the friend of both memory and induction in young and older adults.

Authors:  Nate Kornell; Alan D Castel; Teal S Eich; Robert A Bjork
Journal:  Psychol Aging       Date:  2010-06

Review 3.  Distributed practice in verbal recall tasks: A review and quantitative synthesis.

Authors:  Nicholas J Cepeda; Harold Pashler; Edward Vul; John T Wixted; Doug Rohrer
Journal:  Psychol Bull       Date:  2006-05       Impact factor: 17.737

4.  The spacing effect in children's memory and category induction.

Authors:  Haley A Vlach; Catherine M Sandhofer; Nate Kornell
Journal:  Cognition       Date:  2008-10-05

5.  Isolated and interrelated concepts.

Authors:  R L Goldstone
Journal:  Mem Cognit       Date:  1996-09

6.  The exemplar interleaving effect in inductive learning: moderation by the difficulty of category discriminations.

Authors:  Norehan Zulkiply; Jennifer S Burt
Journal:  Mem Cognit       Date:  2013-01

7.  Component-levels theory of the effects of spacing of repetitions on recall and recognition.

Authors:  A M Glenberg
Journal:  Mem Cognit       Date:  1979-03

8.  Spacing enhances the learning of natural concepts: an investigation of mechanisms, metacognition, and aging.

Authors:  Christopher N Wahlheim; John Dunlosky; Larry L Jacoby
Journal:  Mem Cognit       Date:  2011-07

9.  Metacognition in motor learning.

Authors:  D A Simon; R A Bjork
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2001-07       Impact factor: 3.051

10.  Learning concepts and categories: is spacing the "enemy of induction"?

Authors:  Nate Kornell; Robert A Bjork
Journal:  Psychol Sci       Date:  2008-06
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  35 in total

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Authors:  Benjamin C Storm; Michelle L Hickman; Elizabeth L Bjork
Journal:  Mem Cognit       Date:  2016-05

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

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Journal:  Mem Cognit       Date:  2019-08

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Journal:  Mem Cognit       Date:  2017-05

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

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Journal:  Mem Cognit       Date:  2016-10

6.  Equal spacing and expanding schedules in children's categorization and generalization.

Authors:  Haley A Vlach; Catherine M Sandhofer; Robert A Bjork
Journal:  J Exp Child Psychol       Date:  2014-03-07

7.  The Benefits of Multilingualism to the Personal and Professional Development of Residents of The US.

Authors:  Judith F Kroll; Paola E Dussias
Journal:  Foreign Lang Ann       Date:  2017-05-18

8.  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

9.  Contingency of semantic generalization on episodic specificity varies across development.

Authors:  Chi T Ngo; Susan L Benear; Haroon Popal; Ingrid R Olson; Nora S Newcombe
Journal:  Curr Biol       Date:  2021-04-21       Impact factor: 10.900

10.  Visual Search for Letters in the Right Versus Left Visual Hemifields.

Authors:  Elena S Gorbunova; Maria V Falikman
Journal:  Adv Cogn Psychol       Date:  2019-06-30
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