Using a Single Daytime Performance Test to Identify Most Individuals at High-Risk for Performance Impairment during Extended Wake
Open accessAbstract
We explored the predictive value of a neurobehavioral performance assessment under rested baseline conditions (evaluated at 8 hours awake following 8 hours of sleep) on neurobehavioral response to moderate sleep loss (evaluated at 20 hours awake two days later) in 151 healthy young participants (18–30 years). We defined each participant’s response-to-sleep-loss phenotype based on the number of attentional failures on a 10-min visual psychomotor vigilance task taken at 20 hours awake (resilient: less than 6 attentional failures, n = 26 participants; non-resilient: 6 or more attentional failures, n = 125 participants). We observed that 97% of rested participants with 2 or more attentional failures (n = 73 of 151) and 100% of rested participants with 3 or more attentional failures (n = 57 of 151) were non-resilient after moderate sleep loss. Our approach can accurately identify a significant proportion of individuals who are at high risk for neurobehavioral performance impairment from staying up late with a single neurobehavioral performance assessment conducted during rested conditions. Additional methods are needed to predict the future performance of individuals who are not identified as high risk during baseline.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The Psychomotor Vigilance Task has been used to classify individuals regarding their vulnerability or susceptibility to sleep loss.
“Therefore, the PVT has been used to classify individuals regarding their vulnerability or susceptibility to sleep loss55,56.”
From Effects of total sleep deprivation on performance in a manual spacecraft docking task (2024) · cites this paper as [56]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1992) · Applied Ergonomics · doi:10.1016/0003-6870(92)90318-p · Cited by 5,774 · see citing works
Manual for the Wechsler Adult Intelligence Scale.
Wechsler, D. (1955) · Psychological Corp. eBooks · Cited by 4,941 · see citing works
Subjective and objective sleepiness in the active individual
Åkerstedt, T., & Gillberg, M. (1990) · International Journal of Neuroscience · doi:10.3109/00207459008994241 · Cited by 3,088 · see citing works
Social Jetlag: Misalignment of Biological and Social Time
Wittmann, M., Dinich, J., Merrow, M., & Roenneberg, T. (2006) · Chronobiology International · doi:10.1080/07420520500545979 · Cited by 2,625 · see citing works
Effect of Reducing Interns' Work Hours on Serious Medical Errors in Intensive Care Units
Landrigan, C. P., Rothschild, J. M., Cronin, J. W., Kaushal, R., Burdick, E., Katz, J. T., Lilly, C. M., Stone, P. H., Lockley, S. W., Bates, D. W., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa041406 · Cited by 1,760 · see citing works
Self-citationDinges, D. F., & Powell, J. W. (1985) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03200977 · Cited by 1,750 · see citing works
Watson, N. F., Badr, M. S., Belenky, G. L., Bliwise, D. L., Buxton, O. M., Buysse, D. J., Dinges, D. F., Gangwisch, J. E., Grandner, M. A., Kushida, C. A., et al. (2015) · SLEEP · doi:10.5665/sleep.4716 · Cited by 1,587 · see citing works
Chang, A.-M., Aeschbach, D., Duffy, J. F., & Czeisler, C. A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418490112 · Cited by 1,430 · see citing works
Self-citationWatson, N. F., Badr, M. S., Belenky, G., Bliwise, D. L., Buxton, O. M., Buysse, D., Dinges, D. F., Gangwisch, J., Grandner, M. A., Kushida, C., et al. (2015) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.4758 · Cited by 1,320 · see citing works
Extended Work Shifts and the Risk of Motor Vehicle Crashes among Interns
Barger, L. K., Cade, B. E., Ayas, N. T., Cronin, J. W., Rosner, B., Speizer, F. E., & Czeisler, C. A. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa041401 · Cited by 928 · see citing works
Self-citationPrevalence of healthy sleep duration among adults – United States, 2014
Liu, Y., Wheaton, A. G., Chapman, D. P., Cunningham, T. J., Lu, H., & Croft, J. B. (2016) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6506a1 · Cited by 914 · see citing works
Effect of Reducing Interns' Weekly Work Hours on Sleep and Attentional Failures
Lockley, S. W., Cronin, J. W., Evans, E. E., Cade, B. E., Lee, C. J., Landrigan, C. P., Rothschild, J. M., Katz, J. T., Lilly, C. M., Stone, P. H., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa041404 · Cited by 913 · see citing works
Self-citationHigh Sensitivity of the Human Circadian Melatonin Rhythm to Resetting by Short Wavelength Light
Lockley, S. W., Brainard, G. C., & Czeisler, C. A. (2003) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2003-030570 · Cited by 782 · see citing works
Self-citationEffect of sleep deprivation on the human metabolome
Davies, S. K., Ang, J. E., Revell, V. L., Holmes, B., Mann, A., Robertson, F. P., Cui, N., Middleton, B., Ackermann, K., Kayser, M., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1402663111 · Cited by 527 · see citing works
Gooley, J. J., Rajaratnam, S. M. W., Brainard, G. C., Kronauer, R. E., Czeisler, C. A., & Lockley, S. W. (2010) · Science Translational Medicine · doi:10.1126/scitranslmed.3000741 · Cited by 447 · see citing works
Self-citationAcute exposure to evening blue‐enriched light impacts on human sleep
Chellappa, S. L., Steiner, R., Oelhafen, P., Lang, D., Götz, T., Krebs, J., & Cajochen, C. (2013) · Journal of Sleep Research · doi:10.1111/jsr.12050 · Cited by 283 · see citing works
Barger, L. K., Flynn-Evans, E. E., Kubey, A., Walsh, L., Ronda, J. M., Wang, W., Wright, K. P., & Czeisler, C. A. (2014) · The Lancet Neurology · doi:10.1016/s1474-4422(14)70122-x · Cited by 277 · see citing works
Self-citationHuman phase response curve to a 1 h pulse of bright white light
Hilaire, M. A. S., Gooley, J. J., Khalsa, S. B. S., Kronauer, R. E., Czeisler, C. A., & Lockley, S. W. (2012) · The Journal of Physiology · doi:10.1113/jphysiol.2012.227892 · Cited by 277 · see citing works
Self-citationBanking sleep: realization of benefits during subsequent sleep restriction and recovery
Rupp, T. L., Wesensten, N. J., Bliese, P. D., & Balkin, T. J. (2009) · Sleep · doi:10.1093/sleep/32.3.311 · Cited by 270 · see citing works
Functional connectivity during rested wakefulness predicts vulnerability to sleep deprivation
Yeo, B. T. T., Tandi, J., & Chee, M. W. L. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.02.018 · Cited by 265 · see citing works
Diurnal Spectral Sensitivity of the Acute Alerting Effects of Light
Rahman, S. A., Flynn‐Evans, E. E., Aeschbach, D., Brainard, G. C., Czeisler, C. A., & Lockley, S. W. (2014) · SLEEP · doi:10.5665/sleep.3396 · Cited by 201 · see citing works
Self-citationBarger, L. K., Lockley, S. W., Rajaratnam, S. M. W., & Landrigan, C. P. (2009) · Current Neurology and Neuroscience Reports · doi:10.1007/s11910-009-0024-7 · Cited by 184 · see citing works
Self-citationEffect of short sleep duration on daily activities--United States, 2005-2008
(2011) · PsycEXTRA Dataset · doi:10.1037/e595142011-003 · Cited by 167 · see citing works
Human phase response curve to a single 6.5 h pulse of short‐wavelength light
Rüger, M., Hilaire, M. A. S., Brainard, G. C., Khalsa, S. B. S., Kronauer, R. E., Czeisler, C. A., & Lockley, S. W. (2012) · The Journal of Physiology · doi:10.1113/jphysiol.2012.239046 · Cited by 159 · see citing works
Self-citationOxalic acid and diacylglycerol 36:3 are cross-species markers of sleep debt
Weljie, A. M., Meerlo, P., Goel, N., Sengupta, A., Kayser, M. S., Abel, T., Birnbaum, M. J., Dinges, D. F., & Sehgal, A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1417432112 · Cited by 158 · see citing works
Dongen, H. P. A. V., Maislin, G., & Dinges, D. F. (2004) · PubMed · Cited by 156 · see citing works
Factor analysis of analogue scales measuring subjective feelings before and after sleep
Herbert, M., Johns, M. W., & Doré, C. J. (1976) · British Journal of Medical Psychology · doi:10.1111/j.2044-8341.1976.tb02388.x · Cited by 154 · see citing works
Sleep Deprivation and Error in Nurses who Work the Night Shift
Johnson, A. L., Jung, L., Brown, K. C., Weaver, M. T., & Richards, K. C. (2013) · JONA The Journal of Nursing Administration · doi:10.1097/nna.0000000000000016 · Cited by 152 · see citing works
Jung, C., Ronda, J., Czeisler, C., & Wright, K. P. (2010) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2010.00877.x · Cited by 110 · see citing works
Self-citationAnderson, C., Sullivan, J. P., Flynn‐Evans, E. E., Cade, B. E., Czeisler, C. A., & Lockley, S. W. (2012) · SLEEP · doi:10.5665/sleep.2004 · Cited by 97 · see citing works
Self-citationDongen, H. P. A. V., Mott, C. G., Huang, J.-K., Mollicone, D. J., McKenzie, F. D., & Dinges, D. F. (2007) · SLEEP · doi:10.1093/sleep/30.9.1129 · Cited by 88 · see citing works
Hull, J. T., Wright, K. P., & Czeisler, C. A. (2003) · Journal of Biological Rhythms · doi:10.1177/0748730403253584 · Cited by 82 · see citing works
Self-citationSleepiness, sleep, and use of sleepiness countermeasures in shift-working long-haul truck drivers
Pylkkönen, M., Sihvola, M., Hyvärinen, H.-K., Puttonen, S., Hublin, C., & Sallinen, M. (2015) · Accident Analysis & Prevention · doi:10.1016/j.aap.2015.03.031 · Cited by 80 · see citing works
Chua, E. C.-P., Yeo, S. C., Lee, I. T.-G., Tan, L.-C., Lau, P., Cai, S., Zhang, X., Puvanendran, K., & Gooley, J. J. (2014) · SLEEP · doi:10.5665/sleep.3302 · Cited by 80 · see citing works
Self-citationSurveying the Impact of Work Hours and Schedules on Commercial Motor Vehicle Driver Sleep
Hege, A., Perko, M. A., Johnson, A. J., Yu, C. H., Sönmez, S., & Apostolopoulos, Y. (2015) · Safety and Health at Work · doi:10.1016/j.shaw.2015.02.001 · Cited by 71 · see citing works
Effects of sleep restriction on the human plasma metabolome
Bell, L. N., Kilkus, J. M., Booth, J. N., Bromley, L. E., Imperial, J. G., & Penev, P. D. (2013) · Physiology & Behavior · doi:10.1016/j.physbeh.2013.08.007 · Cited by 67 · see citing works
2014 Sleep in America Poll – Sleep in the Modern Family
(2015) · Sleep Health · doi:10.1016/j.sleh.2015.04.013 · Cited by 63 · see citing works
Maire, M., Reichert, C., Gabel, V., Viola, A., Strobel, W. M., Krebs, J., Landolt, H., Bachmann, V., Cajochen, C., & Schmidt, C. (2013) · Cortex · doi:10.1016/j.cortex.2013.11.008 · Cited by 60 · see citing works
Air operations and circadian performance rhythms
Klein, K. E., Wegmann, H. M., Athanassenas, G., Hohlweck, H., & Kuklinski, P. (1977) · Applied Ergonomics · doi:10.1016/0003-6870(77)90074-6 · Cited by 60 · see citing works
Classifying Vulnerability to Sleep Deprivation Using Baseline Measures of Psychomotor Vigilance
Patanaik, A., Kwoh, C. K., Chua, E. C.-P., Gooley, J. J., & Chee, M. W. L. (2015) · SLEEP · doi:10.5665/sleep.4664 · Cited by 55 · see citing works
Self-citationGrant, L. K., Ftouni, S., Nijagal, B., Souza, D. P. D., Tull, D., McConville, M. J., Rajaratnam, S. M. W., Lockley, S. W., & Anderson, C. (2019) · Scientific Reports · doi:10.1038/s41598-019-40353-8 · Cited by 46 · see citing works
Self-citationIndividualized performance prediction of sleep-deprived individuals with the two-process model.
Rajaraman, S., Gribok, A., Wesensten, N., Balkin, T., & Reifman, J. (2008) · Journal of applied physiology · doi:10.1152/japplphysiol.00877.2007 · Cited by 45 · see citing works
Volpp, K. G., Shea, J. A., Small, D. S., Basner, M., Zhu, J., Norton, L., Ecker, A., Novak, C., Bellini, L. M., Dine, C. J., et al. (2012) · JAMA · doi:10.1001/jama.2012.34490 · Cited by 44 · see citing works
Vejvoda, M., Elmenhorst, E., Pennig, S., Plath, G., Maass, H., Tritschler, K., Basner, M., & Aeschbach, D. (2014) · Journal of Sleep Research · doi:10.1111/jsr.12186 · Cited by 44 · see citing works
Ramakrishnan, S., Lu, W., Laxminarayan, S., Wesensten, N. J., Rupp, T. L., Balkin, T. J., & Jaques Reifman, A. (2015) · Journal of Sleep Research · doi:10.1111/jsr.12272 · Cited by 29 · see citing works
Shea, J. A., Dinges, D. F., Small, D. S., Basner, M., Zhu, J., Norton, L., Ecker, A. J., Novak, C., Bellini, L. M., Dine, C. J., et al. (2014) · Academic Medicine · doi:10.1097/acm.0000000000000144 · Cited by 25 · see citing works
St. Hilaire, M. A., Sullivan, J. P., Anderson, C., Cohen, D. A., Barger, L. K., Lockley, S. W., & Klerman, E. B. (2013) · Accident Analysis & Prevention · doi:10.1016/j.aap.2012.08.003 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [26]Jones, J. M. In Gallup Poll Social Series: Lifestyle. (Gallup News Service, Princeton, 2013), vol. 2016.
Cited by
Sorted by citations
Effects of total sleep deprivation on performance in a manual spacecraft docking task
Piechowski, S., Kalkoffen, L. J., Benderoth, S., Wolf, O. T., Rittweger, J., Aeschbach, D., & Mühl, C. (2024) · npj Microgravity · doi:10.1038/s41526-024-00361-z · Cited by 12 · see citing works
- Authors
- St. Hilaire, M. A., Kristal, B. S., Rahman, S. A., Sullivan, J. P., Quackenbush, J., Duffy, J. F., Barger, L. K., Gooley, J. J., Czeisler, C. A., & Lockley, S. W.
- Affiliations
- Brigham and Women's Hospital (US)
- Dana-Farber Cancer Institute (US)
- National University of Singapore (SG)
- ORCID
- Venue
- Scientific Reports
- Published
- 2019-11-13
- Volume
- 9
- Issue
- 1
- Pages
- 16681-16681
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC6853981
- OpenAlex
- W2984514791
- Cited by
- 14
- References
- 48
- Citations by year
- 2025: 2 · 2024: 4 · 2022: 1 · 2021: 7
- FWCI
- 2.35
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- National University of Singapore (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Surrey Research Insight Open Access (The University of Surrey) (submittedVersion)
- Funders
- National Aeronautics and Space Administration (NNX14AK53G, NCC9-119)
- U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (5R01HL111759)
- National Space Biomedical Research Institute (HPF01301)
- U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (R01MH45130)
- U.S. Department of Health & Human Services | NIH | National Institute of Neurological Disorders and Stroke (R01NS36590)
- U.S. Department of Health & Human Services | NIH | National Center for Research Resources (M01RR02635, UL1RR025758)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Mind wandering and attention
- Keywords
- sleep deprivation, neurobehavioral performance, psychomotor vigilance task, attentional failures, extended wakefulness, high-risk identification
- MeSH terms
- Adolescent, Adult, Attention, Circadian Rhythm, Cognition, Female, Humans, Male, Prospective Studies, Psychomotor Performance, Reaction Time, Rest, Sleep, Sleep Deprivation, Wakefulness, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review