The development of a short domain-general measure of working memory capacity

Working memory capacity is one of the most frequently measured individual difference constructs in cognitive psychology and related fields. However, implementation of complex span and other working memory measures is generally time-consuming for administrators and examinees alike. Because researcher...

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Published in:Behavior research methods Vol. 47; no. 4; pp. 1343 - 1355
Main Authors: Oswald, Frederick L., McAbee, Samuel T., Redick, Thomas S., Hambrick, David Z.
Format: Journal Article
Language:English
Published: New York Springer US 01-12-2015
Springer Nature B.V
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Abstract Working memory capacity is one of the most frequently measured individual difference constructs in cognitive psychology and related fields. However, implementation of complex span and other working memory measures is generally time-consuming for administrators and examinees alike. Because researchers often must manage the tension between limited testing time and measuring numerous constructs reliably, a short and effective measure of working memory capacity would often be a major practical benefit in future research efforts. The current study developed a shortened computerized domain-general measure of working memory capacity by representatively sampling items from three existing complex working memory span tasks: operation span, reading span, and symmetry span. Using a large archival data set (Study 1, N = 4,845), we developed and applied a principled strategy for developing the reduced measure, based on testing a series of confirmatory factor analysis models. Adequate fit indices from these models lent support to this strategy. The resulting shortened measure was then administered to a second independent sample (Study 2, N = 172), demonstrating that the new measure saves roughly 15 min (30 %) of testing time on average, and even up to 25 min depending on the test-taker. On the basis of these initial promising findings, several directions for future research are discussed.
AbstractList Working memory capacity is one of the most frequently measured individual difference constructs in cognitive psychology and related fields. However, implementation of complex span and other working memory measures is generally time-consuming for administrators and examinees alike. Because researchers often must manage the tension between limited testing time and measuring numerous constructs reliably, a short and effective measure of working memory capacity would often be a major practical benefit in future research efforts. The current study developed a shortened computerized domain-general measure of working memory capacity by representatively sampling items from three existing complex working memory span tasks: operation span, reading span, and symmetry span. Using a large archival data set (Study 1, N = 4,845), we developed and applied a principled strategy for developing the reduced measure, based on testing a series of confirmatory factor analysis models. Adequate fit indices from these models lent support to this strategy. The resulting shortened measure was then administered to a second independent sample (Study 2, N = 172), demonstrating that the new measure saves roughly 15 min (30 %) of testing time on average, and even up to 25 min depending on the test-taker. On the basis of these initial promising findings, several directions for future research are discussed.
Working memory capacity is one of the most frequently measured individual difference constructs in cognitive psychology and related fields. However, implementation of complex span and other working memory measures is generally time-consuming for administrators and examinees alike. Because researchers often must manage the tension between limited testing time and measuring numerous constructs reliably, a short and effective measure of working memory capacity would often be a major practical benefit in future research efforts. The current study developed a shortened computerized domain-general measure of working memory capacity by representatively sampling items from three existing complex working memory span tasks: operation span, reading span, and symmetry span. Using a large archival data set (Study 1, N = 4,845), we developed and applied a principled strategy for developing the reduced measure, based on testing a series of confirmatory factor analysis models. Adequate fit indices from these models lent support to this strategy. The resulting shortened measure was then administered to a second independent sample (Study 2, N = 172), demonstrating that the new measure saves roughly 15 min (30%) of testing time on average, and even up to 25 min depending on the test-taker. On the basis of these initial promising findings, several directions for future research are discussed.
Author McAbee, Samuel T.
Redick, Thomas S.
Hambrick, David Z.
Oswald, Frederick L.
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  organization: Department of Psychological Sciences, Purdue University
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  givenname: David Z.
  surname: Hambrick
  fullname: Hambrick, David Z.
  organization: Department of Psychology, Michigan State University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25479734$$D View this record in MEDLINE/PubMed
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Snippet Working memory capacity is one of the most frequently measured individual difference constructs in cognitive psychology and related fields. However,...
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springer
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StartPage 1343
SubjectTerms Adolescent
Adult
Archives & records
Behavioral Science and Psychology
Cognitive Psychology
Discriminant analysis
Factor Analysis, Statistical
Female
Humans
Individuality
Male
Memory
Memory, Short-Term
Mental Processes - physiology
Models, Theoretical
Neuropsychological Tests
Psychology
Psychomotor Performance - physiology
Reading
Sampling
Symmetry
Young Adult
Title The development of a short domain-general measure of working memory capacity
URI https://link.springer.com/article/10.3758/s13428-014-0543-2
https://www.ncbi.nlm.nih.gov/pubmed/25479734
https://www.proquest.com/docview/1734308010
https://search.proquest.com/docview/1731784342
https://search.proquest.com/docview/1832246044
Volume 47
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