Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs

Numerous studies focused on elucidating the correlates, causes, and consequences of inattention/attention lapses employ the Sustained Attention to Response Task (SART), a GO-NOGO task with infrequent withholds. Although the SART has become popular among inattention researchers, recent work has demon...

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Main Authors: Paul eSeli, Tanya R. Jonker, James Allan Cheyne, Daniel eSmilek
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-05-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2013.00265/full
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author Paul eSeli
Tanya R. Jonker
James Allan Cheyne
Daniel eSmilek
author_facet Paul eSeli
Tanya R. Jonker
James Allan Cheyne
Daniel eSmilek
author_sort Paul eSeli
collection DOAJ
description Numerous studies focused on elucidating the correlates, causes, and consequences of inattention/attention lapses employ the Sustained Attention to Response Task (SART), a GO-NOGO task with infrequent withholds. Although the SART has become popular among inattention researchers, recent work has demonstrated its susceptibility to speed-accuracy trade-offs (SATOs), rendering its assessment of inattention problematic. Here, we propose and illustrate methods to statistically control for the occurrence of SATOs during SART performance. The statistical solutions presented here can be used to correct standard SART error scores, including those of already-published data, thereby allowing researchers to re-examine existing data, and to more sensitively evaluate the validity of earlier conclusions.
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spelling doaj.art-b5d91113a5974b18b2cccfd10a8b9bbf2022-12-21T22:20:32ZengFrontiers Media S.A.Frontiers in Psychology1664-10782013-05-01410.3389/fpsyg.2013.0026546321Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-OffsPaul eSeli0Tanya R. Jonker1James Allan Cheyne2Daniel eSmilek3University of WaterlooUniversity of WaterlooUniversity of WaterlooUniversity of WaterlooNumerous studies focused on elucidating the correlates, causes, and consequences of inattention/attention lapses employ the Sustained Attention to Response Task (SART), a GO-NOGO task with infrequent withholds. Although the SART has become popular among inattention researchers, recent work has demonstrated its susceptibility to speed-accuracy trade-offs (SATOs), rendering its assessment of inattention problematic. Here, we propose and illustrate methods to statistically control for the occurrence of SATOs during SART performance. The statistical solutions presented here can be used to correct standard SART error scores, including those of already-published data, thereby allowing researchers to re-examine existing data, and to more sensitively evaluate the validity of earlier conclusions.http://journal.frontiersin.org/Journal/10.3389/fpsyg.2013.00265/fullAttentionsustained attentionSpeed-accuracy trade-offSARTSATOSART Validity
spellingShingle Paul eSeli
Tanya R. Jonker
James Allan Cheyne
Daniel eSmilek
Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
Frontiers in Psychology
Attention
sustained attention
Speed-accuracy trade-off
SART
SATO
SART Validity
title Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
title_full Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
title_fullStr Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
title_full_unstemmed Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
title_short Enhancing SART Validity by Statistically Controlling Speed-Accuracy Trade-Offs
title_sort enhancing sart validity by statistically controlling speed accuracy trade offs
topic Attention
sustained attention
Speed-accuracy trade-off
SART
SATO
SART Validity
url http://journal.frontiersin.org/Journal/10.3389/fpsyg.2013.00265/full
work_keys_str_mv AT pauleseli enhancingsartvaliditybystatisticallycontrollingspeedaccuracytradeoffs
AT tanyarjonker enhancingsartvaliditybystatisticallycontrollingspeedaccuracytradeoffs
AT jamesallancheyne enhancingsartvaliditybystatisticallycontrollingspeedaccuracytradeoffs
AT danielesmilek enhancingsartvaliditybystatisticallycontrollingspeedaccuracytradeoffs