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Predicting attentional lapses using response time speed in continuous performance tasks.

Shivang Shelat^1,2, Jonathan W Schooler¹, Barry Giesbrecht^1,2

¹Department of Psychological and Brain Sciences, University of California, Santa Barbara, Santa Barbara, CA, United States.

Frontiers in Cognition

|June 24, 2026

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Real-time triggering methods identify lapses in sustained attention during cognitive tasks. These techniques help understand and potentially improve focus by analyzing response time patterns.

Area of Science:

Cognitive Psychology
Neuroscience
Human Performance

Background:

Failures in sustained attention, such as mind-wandering, negatively impact cognitive task performance.
Traditional methods for identifying attentional lapses often rely on retrospective analysis.

Purpose of the Study:

To review real-time triggering methods for isolating periods of optimal and suboptimal attention.
To discuss the application of these methods in understanding attentional lapses and memory encoding.

Main Methods:

Review of studies employing principal component analysis to detect response patterns preceding errors and mind-wandering.
Analysis of real-time triggering designs that use intrasubject response time boundaries to infer attentional state.
Examination of how triggering conditions reinforce the link between attentional lapses and memory encoding.

Keywords:

attentional lapses mind-wandering real-time monitoring sustained attention vigilance

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Last Updated: Jun 25, 2026

Measuring Attention and Visual Processing Speed by Model-based Analysis of Temporal-order Judgments

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Published on: January 23, 2017

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Published on: August 10, 2014

A Dual Task Procedure Combined with Rapid Serial Visual Presentation to Test Attentional Blink for Nontargets

A Dual Task Procedure Combined with Rapid Serial Visual Presentation to Test Attentional Blink for Nontargets

Published on: December 5, 2014

Main Results:

Principal component analysis effectively identifies response time patterns indicative of attentional lapses.
Real-time triggering methods provide a closed-loop system to detect suboptimal attention without retrospective processing.
These methods can reinforce the relationship between lapses and memory encoding, offering insights into attentional deficits.

Conclusions:

Real-time triggering is a promising approach for studying sustained attention and mind-wandering.
Further research is needed to generalize these methods across diverse populations and validate lapse countermeasures.
Understanding attentional capacity limitations is crucial for improving cognitive performance.