Literature DB >> 22886736

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

Norehan Zulkiply1, Jennifer S Burt.   

Abstract

Recent research demonstrates a spacing effect in inductive learning. Spacing different individual exemplars apart in time, rather than massing them together, aids in the learning of categories. Experiment 1 examined whether it is interleaving or temporal spacing that is critical to the spacing effect in the situation where the memory load is high, and the results favored interleaving. Experiment 2 examined the effect of the difficulty of the category discrimination on presentation style (massed vs. spaced) in inductive learning, and the results demonstrated that spacing (i.e., interleaving of exemplars from different categories) is advantageous for low-discriminabilty categories, whereas massing is more effective for high-discriminability categories. In contrast to these performance measures, massing was judged by participants to be more effective than spacing in both discriminability conditions, even when performance for low-discriminability categories showed the opposite.

Entities:  

Mesh:

Year:  2013        PMID: 22886736     DOI: 10.3758/s13421-012-0238-9

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


  21 in total

1.  Conceptual interrelatedness and caricatures.

Authors:  Robert L Goldstone; Mark Steyvers; Brian J Rogosky
Journal:  Mem Cognit       Date:  2003-03

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.  Feedback interference and dissociations of classification: evidence against the multiple-learning-systems hypothesis.

Authors:  Roger D Stanton; Robert M Nosofsky
Journal:  Mem Cognit       Date:  2007-10

5.  Spacing effects in picture memory.

Authors:  D L Hintzman; M K Rogers
Journal:  Mem Cognit       Date:  1973-12

6.  The spacing effect in 4- to 9-year-old children.

Authors:  C P Rea; V Modigliani
Journal:  Mem Cognit       Date:  1987-09

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 repetitions over 1 week.

Authors:  A M Glenberg; T S Lehmann
Journal:  Mem Cognit       Date:  1980-11

9.  Two-year-olds learn novel nouns, verbs, and conventional actions from massed or distributed exposures.

Authors:  Jane B Childers; Michael Tomasello
Journal:  Dev Psychol       Date:  2002-11

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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  13 in total

1.  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

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

Authors:  Monica S Birnbaum; Nate Kornell; Elizabeth Ligon Bjork; Robert A Bjork
Journal:  Mem Cognit       Date:  2013-04

3.  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

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

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

5.  Multilevel induction of categories: venomous snakes hijack the learning of lower category levels.

Authors:  Sharon M Noh; Veronica X Yan; Michael S Vendetti; Alan D Castel; Robert A Bjork
Journal:  Psychol Sci       Date:  2014-06-25

6.  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

7.  A Computational Model of Context-Dependent Encodings During Category Learning.

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Cogn Sci       Date:  2022-04

Review 8.  What you learn is more than what you see: what can sequencing effects tell us about inductive category learning?

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Front Psychol       Date:  2015-04-30

9.  Temporal dynamics of categorization: forgetting as the basis of abstraction and generalization.

Authors:  Haley A Vlach; Charles W Kalish
Journal:  Front Psychol       Date:  2014-09-17

10.  Effects of interleaved and blocked study on delayed test of category learning generalization.

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Front Psychol       Date:  2014-08-22
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