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The Effect of Alcohol-Use and Sleep Deprivation on Quantitative Changes in EEG for Normal Young Adults During Multitasking Evaluation

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Advances in Neuroergonomics and Cognitive Engineering (AHFE 2018)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 775))

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Abstract

The Fitness-For-Duty (FFD) of a worker in high-reliability systems such as Nuclear Power Plants (NPPs) and the civilian aircraft industry has been largely recognized as a key indicator when identifying the causes for human-error related accidents/incidents. Specifically, an alcohol drinker and a sleep-deprived worker has been identified as fatal to nuclear safety. In NPPs, a reactor operator must be capable of multitasking to detect a system failure. Thus, the objective of this study is to understand the EEG variations underpinning the reactions of drinkers and drowsy persons during multitasking cognitive performance. An experimental task was performed which included multitasking, working memory and real time EEG signals recorded. Quantitative EEG (absolute and relative powers of the seven bands) was analyzed for 10 college students (five subjects with 0.05% Blood Alcohol Concentration (BAC) and five with less than one hour of sleep). The same experiment was performed again when each of the subjects had a normal health status (0% BAC and their typical sleep duration). The results indicated a statistical difference in cognitive performance depending on their physical status. These results can be used to investigate the feasibility of determining alcohol-use and sleep quality measurements using EEG indicators, as well as determining a worker’s FFD related to cognitive performance.

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References

  1. Americans with Disabilities Act of 1990, as amended by the ADA Amendments Act of 2008, Pub. L. No. 110–325. http://www.ada.gov/pubs/adastatute08.htm. Accessed 9 Feb 2018

  2. United States Nuclear Regulatory Commission: NRC regulations 10 CFR Part 26 Fitness 25 for Duty Programs (2008). https://www.nrc.gov/reading-rm/doc-collections/cfr/part026. Accessed 28 Feb 2018

  3. Barnes, V., et al.: Fitness for duty in the nuclear power industry: a review of technical issues. No. NUREG/CR-5227; PNL-6652; BHARC-700/88/018. Nuclear Regulatory Commission, Washington, DC (USA). Div. of Reactor Inspection and Safeguards; Battelle Human Affairs Research Center, Seattle, WA (USA); Pacific Northwest Lab., Richland, WA (USA) (1988)

    Google Scholar 

  4. Lee, K., Miller, L., Hardt, F., et al.: Alcohol induced brain damage in young males. Lancet 2, 759–761 (1979)

    Article  Google Scholar 

  5. Parsons, O.A.: Neuropsychological deficits in alcoholics: facts and fancies. Alcoholism 1, 51–56 (1977)

    Article  Google Scholar 

  6. Ryan, C., Butters, N.: Learning and memory impairments in young and old alcoholics: evidence for the premature-aging hypothesis. Alcoholism 4, 288–293 (1980)

    Article  Google Scholar 

  7. Parker, E.S., Noble, E.P.: Alcohol consumption and cognitive functioning in social drinkers. J. Stud. Alcohol 38, 1224–1232 (1977)

    Article  Google Scholar 

  8. Parker, E.S., Bimbaum, I.M., Boyd, R., et al.: Neuropsychological decrements as a function of alcohol intake in male students. Alcoholism 4, 330–334 (1980)

    Article  Google Scholar 

  9. Caldwell Jr., J.A., et al.: The effects of 37 hours of continuous wakefulness on the physiological arousal, cognitive performance, self-reported mood, and simulator flight performance of F-117A pilots. Mil. Psychol. 16(3), 163 (2004)

    Article  Google Scholar 

  10. Lopez, N., et al.: Effects of sleep deprivation on cognitive performance by United States Air Force pilots. J. Appl. Res. Memory Cogn. 1(1), 27–33 (2012)

    Article  Google Scholar 

  11. Rangaswamy, M., Porjesz, B., Chorlian, D.B., Wang, K., Jones, K.A., Bauer, L.O., et al.: Beta power in the EEG of alcoholics. Biol. Psychiatr. 52, 831–842 (2002)

    Article  Google Scholar 

  12. Coutin-Churchman, P., Moreno, R., Anez, Y., Vergara, F.: Clinical correlates of quantitative EEG alterations in alcoholic patients. Clin. Neurophysiol. 117, 740–751 (2006)

    Article  Google Scholar 

  13. Doctcr, R., Niatoh, R., Smith, J.: Electroencephalographic changes and vigilance behavior during experimentally induced intoxication with alcoholic subjects. Psychosom. Med. 28, 311–315 (1966)

    Google Scholar 

  14. Lukas, S.E., Mendelson, J.H., Benedikt, R.A., Joncs, B.: EEG alpha activity increases during transient episodes of ethanol-induced euphoria. Pharmacol. Biochem. Behav. 25, 889–895 (1986)

    Article  Google Scholar 

  15. Cohcn, H.L., Porjesz, B., Begleiter, H.: The effects of ethanol on EEG activity in males at risk for alcoholism. Electroenceph. Clin. Neurophysiol. 86, 368–376 (1993)

    Article  Google Scholar 

  16. Pollock, V.E., Volavka, J., Goodwin, D.W., Mednick, S.A., Gabrielli, W.F., Knop, J., Schulsinger, F.: The EEG after alcohol administration in men at risk for alcoholism. Arch. Gen. Psychiatr. 40, 857–861 (1983)

    Article  Google Scholar 

  17. Papadelis, C., Kourtidou-Papadeli, C., Bamidis, P.D., Chouvarda, I., Koufogiannis, D., Bekiaris, E., Maglaberas, N.: Indicators of sleepiness in an ambulatory EEG study of night driving. In: EMBS Proceedings, New York City, USA, 30 August–3 September 2006, pp. 6201–6204 (2006)

    Google Scholar 

  18. Lal, S.K., Craig, P., Boord, L., Kirkup, H., Nguyen, H.: Development of an algorithm for an EEG-based driver fatigue countermeasure device. J. Saf. Res. 34(3), 321–328 (2003)

    Article  Google Scholar 

  19. Corsi-Cabrera, M., Arce, C., Ramos, J., Lorenzo, I., Guevara, M.A.: Time course of reaction time and EEG while performing a vigilance task during total sleep deprivation. Sleep 19, 563–569 (1996)

    Article  Google Scholar 

  20. Corsi-Cabrera, M., Ramos, J., Arce, C., Guevara, M.A., Ponce-de Leon, M., Lorenzo, I.: Changes in the waking EEG as a consequence of sleep and sleep deprivation. Sleep 15, 550–555 (1992)

    Article  Google Scholar 

  21. Luciana, M., Nelson, C.A.: Neurodevelopmental assessment of cognitive function using the Cambridge Neuropsychological Testing Automated Battery (CANTAB): validation and future goals. In: Functional Neuroimaging in Child Psychiatry, pp. 379–397. Cambridge University Press, Cambridge (2000)

    Google Scholar 

  22. Fray, P.J., Robbins, T.W., Sahakian, B.J.: Neuorpsychiatyric applications of CANTAB. Int. J. Geriatr. Psychiatr. 11(4), 329–336 (1996)

    Article  Google Scholar 

  23. Oh, Y.J., Lee, Y.H.: Human error identification based on EEG analysis for the introduction of digital devices in nuclear power plants. J. Ergon. Soc. Korea 32(1), 27–36 (2013)

    Article  Google Scholar 

  24. Nuwer, M.: Assessment of digital EEG, quantitative EEG, and EEG brain mapping: report of the American Academy of Neurology and the American Clinical Neurophysiology Society. Neurology 49(1), 277–292 (1997)

    Article  Google Scholar 

  25. Morrison, D.F.: Multivariate Statistical Methods. McGraw-Hill, New York (1967)

    MATH  Google Scholar 

  26. Boksem, M.A., Meijman, T.F., Lorist, M.M.: Effects of mental fatigue on attention: an ERP study. Cogn. Brain. Res. 25(1), 107–116 (2005)

    Article  Google Scholar 

  27. Klimesh, W.: EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res. Brain Res. Rev. 29, 169–195 (1999)

    Article  Google Scholar 

  28. Laufs, H., Kleinschmidt, A., Beyerle, A., Eger, E., Salek-Haddadi, A., Preibisch, C., Krakow, K.: EEG-correlated fMRI of human alpha activity. NeuroImage 19, 1463–1476 (2003)

    Article  Google Scholar 

  29. Oken, B.S., Salinsky, M.: Alertness and attention: basic science and electrophysiologic correlates. J. Clin. Neurophysiol. 9(4), 480–494 (1992)

    Article  Google Scholar 

  30. Paus, T., Zatorre, R.J., Hofle, N., Caramanos, Z., Gotman, J., Petrides, M., Evans, A.C.: Time-related changes in neural systems underlying attention and arousal during the performance of an auditory vigilance task. J. Cogn. Neurosci. 9(3), 392–408 (1997)

    Article  Google Scholar 

  31. Tanaka, H., Hayashi, M., Hori, T.: Topographical characteristics and principal component structure of the hypnagogic EEG. Sleep 20, 523–534 (1997)

    Article  Google Scholar 

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Acknowledgments

This work was supported by the Nuclear Safety Research Program through the Korea Foundation of Nuclear Safety (KoFONS) using the financial resource granted by the Nuclear Safety and Security Commission(NSSC) of the Republic of Korea. (No. 1703009) This research was also supported by the KUSTAR-KAIST Institute, KAIST. This work was in part supported by the BK21 plus program through the National Research Foundation (NRF) funded by the Ministry of Education of Korea. This research was also supported by Basic Science Research Program through the National Research Foundation of Korea(NRF) funded by the Ministry of Science, ICT & Future Planning (NRF-2016R1A5A1013919).

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Correspondence to Man-Sung Yim .

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Suh, YA., Kim, J.H., Yim, MS. (2019). The Effect of Alcohol-Use and Sleep Deprivation on Quantitative Changes in EEG for Normal Young Adults During Multitasking Evaluation. In: Ayaz, H., Mazur, L. (eds) Advances in Neuroergonomics and Cognitive Engineering. AHFE 2018. Advances in Intelligent Systems and Computing, vol 775. Springer, Cham. https://doi.org/10.1007/978-3-319-94866-9_11

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