{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T12:18:51Z","timestamp":1753877931180,"version":"3.41.2"},"reference-count":44,"publisher":"Oxford University Press (OUP)","issue":"1","license":[{"start":{"date-parts":[[2022,10,25]],"date-time":"2022-10-25T00:00:00Z","timestamp":1666656000000},"content-version":"vor","delay-in-days":297,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001349","name":"National Medical Research Council","doi-asserted-by":"publisher","award":["NMRC\/STaR\/0004\/2008","NMRC\/STaR\/015\/2013"],"award-info":[{"award-number":["NMRC\/STaR\/0004\/2008","NMRC\/STaR\/015\/2013"]}],"id":[{"id":"10.13039\/501100001349","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001321","name":"National Research Foundation","doi-asserted-by":"publisher","award":["NRF2016-SOL002-001"],"award-info":[{"award-number":["NRF2016-SOL002-001"]}],"id":[{"id":"10.13039\/501100001321","id-type":"DOI","asserted-by":"publisher"}]},{"name":"The Far East Organization"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,1,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Study Objectives<\/jats:title><jats:p>We attempted to predict vigilance performance in adolescents during partial sleep deprivation using task summary metrics and drift diffusion modelling measures (DDM) derived from baseline vigilance performance.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>In the Need for Sleep studies, 57 adolescents (age = 15\u201319 years) underwent two baseline nights of 9-h time-in-bed (TIB), followed by two cycles of weekday sleep-restricted nights (5-h or 6.5-h TIB) and weekend recovery nights (9-h TIB). Vigilance was assessed daily with the Psychomotor Vigilance Task (PVT), with the number of lapses (response times \u2265 500 ms) as the primary outcome measure. The two DDM predictors were drift rate, which quantifies the speed of information accumulation and determines how quickly an individual derives a decision response, and non-decision time range, which indicates within-subject variation in physical, non-cognitive responding, e.g. motor actions.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>In the first week of sleep curtailment, faster accumulation of lapses was significantly associated with more lapses at baseline (p = .02), but not the two baseline DDM metrics: drift and non-decision time range (p &amp;gt; .07). On the other hand, faster accumulation of lapses and greater increment in reaction time variability from the first to the second week of sleep restriction were associated with lower drift (p &amp;lt; .007) at baseline.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Among adolescents, baseline PVT lapses can predict inter-individual differences in vigilance vulnerability during 1 week of sleep restriction on weekdays, while drift more consistently predicts vulnerability during more weeks of sleep curtailment.<\/jats:p><\/jats:sec><jats:sec><jats:title>Clinical Trial Information<\/jats:title><jats:p>Effects of Napping in Sleep-Restricted Adolescents, clinicaltrials.gov, NCT02838095. The Cognitive and Metabolic Effects of Sleep Restriction in Adolescents (NFS4), clinicaltrials.gov, NCT03333512.<\/jats:p><\/jats:sec>","DOI":"10.1093\/sleepadvances\/zpac040","type":"journal-article","created":{"date-parts":[[2022,10,25]],"date-time":"2022-10-25T18:19:46Z","timestamp":1666721986000},"source":"Crossref","is-referenced-by-count":2,"title":["Predicting vigilance vulnerability during 1 and 2 weeks of sleep restriction with baseline performance metrics"],"prefix":"10.1093","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7707-7557","authenticated-orcid":false,"given":"June C","family":"Lo","sequence":"first","affiliation":[{"name":"Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore , Singapore , Singapore and"},{"name":"Department of Psychology, National University of Singapore , Singapore , Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jit Wei A","family":"Ang","sequence":"additional","affiliation":[{"name":"Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore , Singapore , Singapore and"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8807-0051","authenticated-orcid":false,"given":"Tiffany B","family":"Koa","sequence":"additional","affiliation":[{"name":"Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore , Singapore , Singapore and"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5115-4112","authenticated-orcid":false,"given":"Ju Lynn","family":"Ong","sequence":"additional","affiliation":[{"name":"Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore , Singapore , Singapore and"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Julian","family":"Lim","sequence":"additional","affiliation":[{"name":"Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore , Singapore , Singapore and"},{"name":"Department of Psychology, National University of Singapore , Singapore , Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2022,10,25]]},"reference":[{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1016\/j.neubiorev.2017.07.010","article-title":"The neurocognitive consequences of sleep restriction: a meta-analytic review","volume":"80","author":"Lowe","year":"2017","journal-title":"Neurosci Biobehav Rev."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"519","DOI":"10.5664\/jcsm.26918","article-title":"Behavioral and physiological consequences of sleep restriction","volume":"3","author":"Banks","year":"2007","journal-title":"J Clin Sleep Med."},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.smrv.2016.02.006","article-title":"Effects of sleep manipulation on cognitive functioning of adolescents: a systematic review","volume":"32","author":"De Bruin","year":"2017","journal-title":"Sleep Med Rev."},{"issue":"4","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsy011","article-title":"Estimating adolescent sleep need using dose-response modeling","volume":"41","author":"Short","year":"2018","journal-title":"Sleep."},{"issue":"12","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsy177","article-title":"Differential and interacting effects of age and sleep restriction on daytime sleepiness and vigilance in adolescence: a longitudinal study","volume":"41","author":"Campbell","year":"2018","journal-title":"Sleep."},{"issue":"6","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"652","DOI":"10.3758\/BF03200977","article-title":"Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations","volume":"17","author":"Dinges","year":"1985","journal-title":"Behav Res Methods Instrum Comput"},{"issue":"3","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"687","DOI":"10.5665\/sleep.5552","article-title":"Cognitive performance, sleepiness, and mood in partially sleep deprived adolescents: the need for sleep study","volume":"39","author":"Lo","year":"2016","journal-title":"Sleep."},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsw042","article-title":"Neurobehavioral impact of successive cycles of sleep restriction with and without naps in adolescents","volume":"40","author":"Lo","year":"2017","journal-title":"Sleep."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsz037","article-title":"Differential effects of split and continuous sleep on neurobehavioral function and glucose tolerance in sleep-restricted adolescents","volume":"42","author":"Lo","year":"2019","journal-title":"Sleep."},{"issue":"12","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsaa129","article-title":"Cognitive effects of split and continuous sleep schedules in adolescents differ according to total sleep opportunity","volume":"43","author":"Lo","year":"2020","journal-title":"Sleep."},{"issue":"4","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsac023","article-title":"Staying vigilant during recurrent sleep restriction: dose-response effects of time-in-bed and benefits of daytime napping","volume":"45","author":"Lo","year":"2022","journal-title":"Sleep."},{"issue":"1","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1046\/j.1365-2869.2003.00337.x","article-title":"Patterns of performance degradation and restoration during sleep restriction and subsequent recovery: a sleep dose-response study","volume":"12","author":"Belenky","year":"2003","journal-title":"J Sleep Res."},{"issue":"9","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pone.0045987","article-title":"Effects of partial and acute total sleep deprivation on performance across cognitive domains, individuals and circadian phase","volume":"7","author":"Lo","year":"2012","journal-title":"PLoS One"},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1111\/jsr.12473","article-title":"An experimental study of adolescent sleep restriction during a simulated school week: changes in phase, sleep staging, performance and sleepiness","volume":"26","author":"Agostini","year":"2017","journal-title":"J Sleep Res."},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"R280","DOI":"10.1152\/ajpregu.00197.2002","article-title":"Individual differences in subjective and objective alertness during sleep deprivation are stable and unrelated","volume":"284","author":"Leproult","year":"2003","journal-title":"Am J Physiol Regul Integr Comp Physiol."},{"issue":"3","key":"2023041115382605700_","first-page":"423","article-title":"Systematic interindividual differences in neurobehavioral impairment from sleep loss: evidence of trait-like differential vulnerability","volume":"27","author":"Van Dongen","year":"2004","journal-title":"Sleep."},{"issue":"1","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsab278","article-title":"Predictors of interindividual differences in vulnerability to neurobehavioral consequences of chronic partial sleep restriction","volume":"45","author":"Galli","year":"2022","journal-title":"Sleep."},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.neuroimage.2015.02.018","article-title":"Functional connectivity during rested wakefulness predicts vulnerability to sleep deprivation","volume":"111","author":"Yeo","year":"2015","journal-title":"Neuroimage."},{"issue":"1","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"27","DOI":"10.5665\/sleep.3302","article-title":"Sustained attention performance during sleep deprivation associates with instability in behavior and physiologic measures at baseline","volume":"37","author":"Chua","year":"2014","journal-title":"Sleep."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"576","DOI":"10.1111\/jsr.12166","article-title":"Predicting vulnerability to sleep deprivation using diffusion model parameters","volume":"23","author":"Patanaik","year":"2014","journal-title":"J Sleep Res."},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1037\/0033-295X.85.2.59","article-title":"A theory of memory retrieval","volume":"85","author":"Ratcliff","year":"1978","journal-title":"Psychol Rev."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"723","DOI":"10.5665\/sleep.4664","article-title":"Classifying vulnerability to sleep deprivation using baseline measures of psychomotor vigilance","volume":"38","author":"Patanaik","year":"2015","journal-title":"Sleep."},{"issue":"4","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"742","DOI":"10.3758\/PBR.16.4.742","article-title":"Sleep deprivation affects multiple distinct cognitive processes","volume":"16","author":"Ratcliff","year":"2009","journal-title":"Psychon Bull Rev"},{"issue":"1","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-019-48280-4","article-title":"Classifying attentional vulnerability to total sleep deprivation using baseline features of Psychomotor Vigilance Test performance","volume":"9","author":"Chua","year":"2019","journal-title":"Sci Rep."},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/0165-1781(89)90047-4","article-title":"The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research","volume":"28","author":"Buysse","year":"1989","journal-title":"Psychiatry Res."},{"key":"2023041115382605700_","first-page":"97","article-title":"A self-assessment questionnaire to determine morningness-eveningness in human circadian rhythms","volume":"4","author":"Horne","year":"1976","journal-title":"Int J Chronobiol."},{"issue":"6","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1093\/sleep\/14.6.540","article-title":"A new method for measuring daytime sleepiness: the Epworth sleepiness scale","volume":"14","author":"Johns","year":"1991","journal-title":"Sleep."},{"issue":"4","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1111\/j.1365-2869.2008.00677.x","article-title":"Chronic sleep reduction, functioning at school and school achievement in preadolescents","volume":"17","author":"Meijer","year":"2008","journal-title":"J Sleep Res."},{"issue":"1","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1016\/j.sleh.2014.12.010","article-title":"National Sleep Foundation\u2019s sleep time duration recommendations: methodology and results summary","volume":"1","author":"Hirshkowitz","year":"2015","journal-title":"Sleep Health."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1093\/sleep\/34.5.581","article-title":"Maximizing sensitivity of the psychomotor vigilance test (PVT) to sleep loss","volume":"34","author":"Basner","year":"2011","journal-title":"Sleep."},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/2554850.2554872","article-title":"Parameter estimation and simulation for one-choice Ratcliff diffusion model.","volume-title":"Proceedings of the 29th Annual ACM Symposium on Applied Computing","author":"Patanaik","year":"2014"},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"992","DOI":"10.1016\/j.aap.2012.08.003","article-title":"Classifying performance impairment in response to sleep loss using pattern recognition algorithms on single session testing","volume":"50","author":"St","year":"2013","journal-title":"Accid Anal Prev."},{"issue":"20","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"6937","DOI":"10.1523\/JNEUROSCI.3553-11.2012","article-title":"Sleep deprivation is associated with attenuated parametric valuation and control signals in the midbrain during value-based decision making","volume":"32","author":"Menz","year":"2012","journal-title":"J Neurosci."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"638","DOI":"10.1177\/1948550620932723","article-title":"Sleep deprivation and racial bias in the decision to shoot: a diffusion model analysis","volume":"12","author":"Johnson","year":"2021","journal-title":"Soc Psychol Personal Sci."},{"issue":"3","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.smrv.2011.03.005","article-title":"In search of lost sleep: secular trends in the sleep time of school-aged children and adolescents","volume":"16","author":"Matricciani","year":"2012","journal-title":"Sleep Med Rev."},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.sleep.2021.04.010","article-title":"COVID-19 and sleep patterns in adolescents and young adults","volume":"83","author":"Socarras","year":"2021","journal-title":"Sleep Med."},{"issue":"8","key":"2023041115382605700_","doi-asserted-by":"crossref","DOI":"10.1093\/sleep\/zsab054","article-title":"Prospective examination of adolescent sleep patterns and behaviors before and during COVID-19","volume":"44","author":"Becker","year":"2021","journal-title":"Sleep."},{"issue":"2","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1016\/j.sleep.2010.11.008","article-title":"Recent worldwide sleep patterns and problems during adolescence: a review and meta-analysis of age, region, and sleep","volume":"12","author":"Gradisar","year":"2011","journal-title":"Sleep Med."},{"key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.sleep.2018.10.041","article-title":"Associations of sleep duration on school nights with self-rated health, overweight, and depression symptoms in adolescents: problems and possible solutions","volume":"60","author":"Yeo","year":"2019","journal-title":"Sleep Med."},{"issue":"3","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.pcl.2011.03.003","article-title":"Sleep in adolescents: the perfect storm","volume":"58","author":"Carskadon","year":"2011","journal-title":"Pediatr Clin North Am."},{"issue":"6","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1016\/j.sleh.2020.04.011","article-title":"Associations of time spent on homework or studying with nocturnal sleep behavior and depression symptoms in adolescents from Singapore","volume":"6","author":"Yeo","year":"2020","journal-title":"Sleep Health."},{"issue":"5","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.smrv.2005.11.001","article-title":"Sleep loss, learning capacity and academic performance","volume":"10","author":"Curcio","year":"2006","journal-title":"Sleep Med Rev."},{"issue":"3","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/j.smrv.2009.10.004","article-title":"The influence of sleep quality, sleep duration and sleepiness on school performance in children and adolescents: a meta-analytic review","volume":"14","author":"Dewald","year":"2010","journal-title":"Sleep Med Rev."},{"issue":"3","key":"2023041115382605700_","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1037\/a0018883","article-title":"A meta-analysis of the impact of short-term sleep deprivation on cognitive variables","volume":"136","author":"Lim","year":"2010","journal-title":"Psychol Bull."}],"container-title":["SLEEP Advances"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/sleepadvances\/advance-article-pdf\/doi\/10.1093\/sleepadvances\/zpac040\/46629431\/zpac040.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/sleepadvances\/article-pdf\/3\/1\/zpac040\/49845903\/zpac040.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/sleepadvances\/article-pdf\/3\/1\/zpac040\/49845903\/zpac040.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,29]],"date-time":"2023-11-29T15:07:39Z","timestamp":1701270459000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/sleepadvances\/article\/doi\/10.1093\/sleepadvances\/zpac040\/6772679"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,1]]},"references-count":44,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,1,1]]}},"URL":"https:\/\/doi.org\/10.1093\/sleepadvances\/zpac040","relation":{},"ISSN":["2632-5012"],"issn-type":[{"type":"electronic","value":"2632-5012"}],"subject":[],"published-other":{"date-parts":[[2022,1,1]]},"published":{"date-parts":[[2022,1,1]]},"article-number":"zpac040"}}