» Articles » PMID: 18578849

Learning Concepts and Categories: is Spacing the "enemy of Induction"?

Overview
Journal Psychol Sci
Specialty Psychology
Date 2008 Jun 27
PMID 18578849
Citations 121
Authors
Affiliations
Soon will be listed here.
Abstract

Inductive learning -- that is, learning a new concept or category by observing exemplars -- happens constantly, for example, when a baby learns a new word or a doctor classifies x-rays. What influence does the spacing of exemplars have on induction? Compared with massing, spacing enhances long-term recall, but we expected spacing to hamper induction by making the commonalities that define a concept or category less apparent. We asked participants to study multiple paintings by different artists, with a given artist's paintings presented consecutively (massed) or interleaved with other artists' paintings (spaced). We then tested induction by asking participants to indicate which studied artist (Experiments 1a and 1b) or whether any studied artist (Experiment 2) painted each of a series of new paintings. Surprisingly, induction profited from spacing, even though massing apparently created a sense of fluent learning: Participants rated massing as more effective than spacing, even after their own test performance had demonstrated the opposite.

Citing Articles

A Review of Judgments of Learning and Executive Functions in Spaced Learning: The Enemy of Spacing?.

Yuan X Cureus. 2025; 17(1):e77230.

PMID: 39925536 PMC: 11807400. DOI: 10.7759/cureus.77230.


Effects of sample size information and within- and between-category similarity on study choices in self-regulated learning.

Han L, Xie W, Li P, Seger C, Liu Z Mem Cognit. 2025; .

PMID: 39833461 DOI: 10.3758/s13421-025-01682-4.


Acquiring complex concepts through classification versus observation.

Corral D, Carpenter S Cogn Res Princ Implic. 2024; 9(1):81.

PMID: 39680301 PMC: 11649615. DOI: 10.1186/s41235-024-00608-z.


Untrained neural networks can demonstrate memorization-independent abstract reasoning.

Barak T, Loewenstein Y Sci Rep. 2024; 14(1):27249.

PMID: 39516540 PMC: 11549345. DOI: 10.1038/s41598-024-78530-z.


Blocked training facilitates learning of multiple schemas.

Beukers A, Collin S, Kempner R, Franklin N, Gershman S, Norman K Commun Psychol. 2024; 2(1):28.

PMID: 39242783 PMC: 11332129. DOI: 10.1038/s44271-024-00079-4.