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Cited by 474

The DOI matches its Crossref record; 13 of the 13 references it cites were found in a registry or an index.

The Importance of Being Variable

Open access
Garrett, Douglas D., Kovacevic, Natasa, McIntosh, Anthony R., Grady, Cheryl L.·2011·The Journal of Neuroscience

Abstract

New work suggests that blood oxygen level-dependent (BOLD) signal variability can be a much more powerful index of human age than mean activation, and that older brains are actually less variable than younger brains. However, little is known of how BOLD variability and task performance may relate. In the current study, we examined BOLD variability in relation to age, and reaction time speed and consistency in healthy younger (20–30 years) and older (56–85 years) adults on three cognitive tasks (perceptual matching, attentional cueing, and delayed match-to-sample). Results indicated that younger, faster, and more consistent performers exhibited significantly higher brain variability across tasks, and showed greater variability-based regional differentiation compared with older, poorer-performing adults. Also, when we compared brain variability- and typical mean-based effects, the respective spatial patterns were essentially orthogonal across brain measures, and any regions that did overlap were largely opposite in directionality of effect. These findings help establish the functional basis of BOLD variability, and further support the statistical and spatial differentiation between BOLD variability and BOLD mean. We thus argue that the precise nature of relations between aging, cognition, and brain function is underappreciated by using mean-based brain measures exclusively.

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Crossref · 10.1523/jneurosci.5641-10.2011

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Metadata

Authors
Garrett, D. D., Kovacevic, N., McIntosh, A. R., & Grady, C. L.
Venue
The Journal of Neuroscience
Published
2011-03-23
Volume
31
Issue
12
Pages
4496-4503
ISSN
  • 0270-6474 (ISSN-L)
  • 1529-2401
OpenAlex
W2012795616
Cited by
474
References
13
FWCI
12.66
Type
journal article
Language
en
Open access
hybrid

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CoChat. (2026). Citation check: The Importance of Being Variable. https://app.cochat.ai/papers/10.1523/jneurosci.5641-10.2011
The paper
Garrett, D. D., Kovacevic, N., McIntosh, A. R., & Grady, C. L. (2011). The Importance of Being Variable. The Journal of Neuroscience. https://doi.org/10.1523/jneurosci.5641-10.2011

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.