Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests

Cognitive functioning is known to be impaired following sleep deprivation and to fluctuate depending on the time of day. However, most methods of assessing cognitive performance remain impractical for environments outside of the lab. This study investigated whether 2-min smartphone-based versions of...

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Main Authors: Benjamin C. Holding, Michael Ingre, Predrag Petrovic, Tina Sundelin, John Axelsson
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbeh.2021.666146/full
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spelling doaj-0e79acc69c024cb4b99d624e941f56f02021-04-13T04:27:44ZengFrontiers Media S.A.Frontiers in Behavioral Neuroscience1662-51532021-04-011510.3389/fnbeh.2021.666146666146Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based TestsBenjamin C. Holding0Benjamin C. Holding1Michael Ingre2Michael Ingre3Predrag Petrovic4Tina Sundelin5Tina Sundelin6John Axelsson7John Axelsson8Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, SwedenDepartment of Sociology, University of Copenhagen, Copenhagen, DenmarkDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, SwedenDepartment of Psychology, Stockholm University, Stockholm, SwedenDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, SwedenDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, SwedenDepartment of Psychology, Stockholm University, Stockholm, SwedenDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, SwedenDepartment of Psychology, Stockholm University, Stockholm, SwedenCognitive functioning is known to be impaired following sleep deprivation and to fluctuate depending on the time of day. However, most methods of assessing cognitive performance remain impractical for environments outside of the lab. This study investigated whether 2-min smartphone-based versions of commonly used cognitive tests could be used to assess the effects of sleep deprivation and time of day on diverse cognitive functions. After three nights of normal sleep, participants (N = 182) were randomised to either one night of sleep deprivation or a fourth night of normal sleep. Using the Karolinska WakeApp (KWA), participants completed a battery of 2-min cognitive tests, including measures of attention, arithmetic ability, episodic memory, working memory, and a Stroop test for cognitive conflict and behavioural adjustment. A baseline measurement was completed at 22:30 h, followed by three measurements the following day at approximately 08:00 h, 12:30 h, and 16:30 h. Sleep deprivation led to performance impairments in attention, arithmetic ability, episodic memory, and working memory. No effect of sleep deprivation was observed in the Stroop test. There were variations in attention and arithmetic test performance across different times of day. The effect of sleep deprivation on all cognitive tests was also found to vary at different times of day. In conclusion, this study shows that the KWA’s 2-min cognitive tests can be used to detect cognitive impairments following sleep deprivation, and fluctuations in cognitive performance relating to time of day. The results demonstrate the potential of using brief smartphone-based tasks to measure a variety of cognitive abilities within sleep and fatigue research.https://www.frontiersin.org/articles/10.3389/fnbeh.2021.666146/fullsleepsleep deprivationexecutive functionmemorysmartphone applicationsneuropsychological tests
collection DOAJ
language English
format Article
sources DOAJ
author Benjamin C. Holding
Benjamin C. Holding
Michael Ingre
Michael Ingre
Predrag Petrovic
Tina Sundelin
Tina Sundelin
John Axelsson
John Axelsson
spellingShingle Benjamin C. Holding
Benjamin C. Holding
Michael Ingre
Michael Ingre
Predrag Petrovic
Tina Sundelin
Tina Sundelin
John Axelsson
John Axelsson
Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
Frontiers in Behavioral Neuroscience
sleep
sleep deprivation
executive function
memory
smartphone applications
neuropsychological tests
author_facet Benjamin C. Holding
Benjamin C. Holding
Michael Ingre
Michael Ingre
Predrag Petrovic
Tina Sundelin
Tina Sundelin
John Axelsson
John Axelsson
author_sort Benjamin C. Holding
title Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
title_short Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
title_full Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
title_fullStr Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
title_full_unstemmed Quantifying Cognitive Impairment After Sleep Deprivation at Different Times of Day: A Proof of Concept Using Ultra-Short Smartphone-Based Tests
title_sort quantifying cognitive impairment after sleep deprivation at different times of day: a proof of concept using ultra-short smartphone-based tests
publisher Frontiers Media S.A.
series Frontiers in Behavioral Neuroscience
issn 1662-5153
publishDate 2021-04-01
description Cognitive functioning is known to be impaired following sleep deprivation and to fluctuate depending on the time of day. However, most methods of assessing cognitive performance remain impractical for environments outside of the lab. This study investigated whether 2-min smartphone-based versions of commonly used cognitive tests could be used to assess the effects of sleep deprivation and time of day on diverse cognitive functions. After three nights of normal sleep, participants (N = 182) were randomised to either one night of sleep deprivation or a fourth night of normal sleep. Using the Karolinska WakeApp (KWA), participants completed a battery of 2-min cognitive tests, including measures of attention, arithmetic ability, episodic memory, working memory, and a Stroop test for cognitive conflict and behavioural adjustment. A baseline measurement was completed at 22:30 h, followed by three measurements the following day at approximately 08:00 h, 12:30 h, and 16:30 h. Sleep deprivation led to performance impairments in attention, arithmetic ability, episodic memory, and working memory. No effect of sleep deprivation was observed in the Stroop test. There were variations in attention and arithmetic test performance across different times of day. The effect of sleep deprivation on all cognitive tests was also found to vary at different times of day. In conclusion, this study shows that the KWA’s 2-min cognitive tests can be used to detect cognitive impairments following sleep deprivation, and fluctuations in cognitive performance relating to time of day. The results demonstrate the potential of using brief smartphone-based tasks to measure a variety of cognitive abilities within sleep and fatigue research.
topic sleep
sleep deprivation
executive function
memory
smartphone applications
neuropsychological tests
url https://www.frontiersin.org/articles/10.3389/fnbeh.2021.666146/full
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