Cognitive Performance changes during a 20-day Winter Military Training Course and the Following 10-day Recovery Period

References

• Tait JL, Aisbett B, Corrigan SL, et al. Recovery of cognitive performance following multi-stressor military training. Hum Factors. 2022 May 12;187208221086686. Epub ahead of print. PMID: 35549578. doi: 10.1177/00187208221086686
   PubMed Web of Science ®Google Scholar
• Vrijkotte S, Roelands B, Meeusen R, et al. Sustained military operations and cognitive performance. Aerosp Med Hum Perform. 2016 Aug;87(8):718–7. PMID: 27634607. doi: 10.3357/AMHP.4468.2016.
   PubMed Web of Science ®Google Scholar
• American Psychological Association. (n.d). Cognitive functioning. In APA Dictionary of Psychology. Retrieved May 2, 2023 from https://dictionary.apa.org/cognitive-functioning
   Google Scholar
• Kiely KM. Cognitive function. In: Michalos AC, editor. Encyclopedia of quality of life and well-being research. Dordrecht: Springer Netherlands; 2014. pp. 974–978. 10.1007/978-94-007-0753-5_426.
   Google Scholar
• Leung M, Liang Q, Olomolaiye P. Impact of job stressors and stress on the safety behavior and accidents of construction workers. J Manage Eng. 2015;32(1):04015019. doi: 10.1061/(ASCE)ME.1943-5479.0000373
   Web of Science ®Google Scholar
• Larsen R. Decision making by military students under severe stress. Military Psychol. 2001;13(2):89–98. doi: 10.1207/S15327876MP1302_02
   Web of Science ®Google Scholar
• Nindl BC, Barnes BR, Alemany JA, et al. Physiological consequences of U.S. Army Ranger training. Med Sci Sports Exercise. 2007 Aug;39(8):1380–1387. PMID: 17762372. doi: 10.1249/MSS.0b013e318067e2f7.
   PubMed Web of Science ®Google Scholar
• Margolis LM, Murphy NE, Martini S, et al. Effects of winter military training on energy balance, whole-body protein balance, muscle damage, soreness, and physical performance. Appl Physiol Nutr Metab. 2014 Dec;39(12):1395–1401. PMID: 25386980. doi: 10.1139/apnm-2014-0212.
   PubMed Web of Science ®Google Scholar
• Hamarsland H, Paulsen G, Solberg PA, et al. Depressed physical performance outlasts hormonal disturbances after military training. Med Sci Sports Exercise. 2018 Oct;50(10):2076–2084. PMID: 29927875. doi: 10.1249/MSS.0000000000001681.
   PubMed Web of Science ®Google Scholar
• Shattuck NL, Matsangas P, Dahlman AS. 2018. Sleep and fatigue issues in military operations. Sleep and combat related post traumatic stress disorderpp. 69–76. Springer. doi: 10.1007/978-1-4939-7148-0_7
   Google Scholar
• Williamson AM, Feyer. A Moderate sleep deprivation produces impairments in cognitive and motor performance equivalent to legally prescribed levels of alcohol intoxication. Occup Environ Med. 2000;57(10):649–655. doi: 10.1136/oem.57.10.649
   PubMed Web of Science ®Google Scholar
• Harrison Y, Horne JA. The impact of sleep deprivation on decision making: a review. J Exp Psychol. 2000;6(3):236–249. doi: 10.1037/1076-898X.6.3.236
   Google Scholar
• Spitznagel MB, Updegraff J, Pierce K, et al. Cognitive function during acute cold exposure with or without sleep deprivation lasting 53 hours. Aviat Space Environ Med. 2009;80(8):703–708. doi: 10.3357/ASEM.2507.2009
   PubMedGoogle Scholar
• Palinkas LA. Mental and cognitive performance in the cold. Int J Circumpolar Health. 2001;60(3):430–439. doi: 10.1080/22423982.2001.12113048
   PubMedGoogle Scholar
• Lambourne K, Tomporowski P. The effect of exercise-induced arousal on cognitive task performance: a meta-regression analysis. Brain Res. 2010;1341. 12–24. doi: 10.1016/j.brainres.2010.03.091
   PubMed Web of Science ®Google Scholar
• Chang YK, Labban JD, Gapin JI, et al. The effects of acute exercise on cognitive performance: a meta-analysis. Brain Res. 2012;1453. 87–101. doi: 10.1016/j.brainres.2012.02.068
   PubMed Web of Science ®Google Scholar
• Armstrong NC, Smith SJR, Risius D, et al. Cognitive performance of military men and women during prolonged load carriage. BMJ Mil Health Published Online First. 7 April 2022;169(1):37–45. doi: 10.1136/bmjmilitary-2021-002000
   Google Scholar
• Kallinen K, Ojanen T (2020). The interaction between physical and cognitive performance during military survival training. Paper presented at 5th International Conference on Soldiers’ Physical Performance, Canada.
   Google Scholar
• Ellis HD. The effects of cold on the performance of serial choice reaction time and various discrete tasks. Hum Factors. 1982;24(5):589–598. doi: 10.1177/001872088202400509
   PubMed Web of Science ®Google Scholar
• van Orden KF, Benoit SL, Osga GA. Effects of cold air stress on the performance of a command and control task. Hum Factors. 1996;38(1):130–141. doi: 10.1518/001872096778940796
   Web of Science ®Google Scholar
• Mäkinen T. Human cold exposure, adaptation and performance in a northern climate. Int J Circumpolar Health. 2006;65(4):369–370. doi: 10.3402/ijch.v65i4.18118
   Google Scholar
• Marrao C, Tikuisis P, Keefe AA, et al. Physical and cognitive performance during long-term cold weather operations. Aviat Space Environ Med. 2005;76(8):744–752.
   PubMedGoogle Scholar
• Friedl KE, Mays MZ, Kramer TR, et al. Acute recovery of physiological and cognitive function in US army ranger students in a multistressor field environment. NATO STO RTO meeting proceedings. 42; 3-5 April 1995. available at https://apps.dtic.mil/sti/pdfs/ADP010654.pdfAccessed January 26, 2023.
   Google Scholar
• Lieberman HR, Bathalon GP, Falco CM, et al. Severe decrements in cognition function and mood induced by sleep loss, heat, dehydration, and undernutrition during simulated combat. Biological Psychiatry. 2005;57(4):422–429. doi: 10.1016/j.biopsych.2004.11.014
   PubMed Web of Science ®Google Scholar
• Lieberman HR, Castellani JW, Young AJ. Cognitive function and mood during acute cold stress after extended military training and recovery. Aviat space environ med. 2009;80(7):629–636. doi: 10.3357/asem.2431.2009
   PubMed Web of Science ®Google Scholar
• Russo M, Sing H, Kendall A, et al. Visual perception, flight performance, and reaction time impairments in military pilots during 26 hours of continuous wake: implications for automated workload control systems as fatigue management tools. Res Technol Manag. 2005;27(1):1–16.
   Google Scholar
• Wilson KM, Head J, de Joux NR, et al. Friendly fire and the sustained attention to response task. Hum Factors. 2015 Nov;57(7):1219–1234. Epub 2015 Sep 24. PMID: 26408648. doi: 10.1177/0018720815605703
   PubMed Web of Science ®Google Scholar
• Finnish Meteorological Institute (2022) https://en.ilmatieteenlaitos.fi/download-observations (Date accessed 15/12/2022)
   Google Scholar
• Robertson IH, Manly T, Andrade J, et al. ‘Oops!’: performance correlates of everyday attentional failures in traumatic brain injured and normal subjects. Neuropsychologia. 1997;35(6):747–758. doi: 10.1016/S0028-3932(97)00015-8
   PubMed Web of Science ®Google Scholar
• Cheyne JA, Solman GJF, Carriere JSA, et al. Anatomy of an error: a bidirectional state model of task engagement/disengagement and attention-related errors. Cognition. 2009;111(1):98–113. doi: 10.1016/j.cognition.2008.12.009
   PubMed Web of Science ®Google Scholar
• Baddeley AD. A 3 min reasoning test based on grammatical transformation. Psychol Sci. 1968;10(10):341–342. doi: 10.3758/BF03331551
   Google Scholar
• Beck MR, Levin DT. The role of representational volatility in recognizing pre- and postchange objects. Percep Psychophy. 2003;65(3):458–468. doi: 10.3758/BF03194575
   PubMedGoogle Scholar
• Koustanaï A, van Elslande P, Bastien C. Use of change blindness to measure different abilities to detect relevant changes in natural driving scenes. Transportation Research Part F: Traffic Psychology And Behaviour. 2012;15(3):233–242. doi: 10.1016/j.trf.2011.12.012
   Web of Science ®Google Scholar
• Millisecond (2022) https://www.millisecond.com (Date accessed 15/12/2022)
   Google Scholar
• Ojanen T, Pihlainen K, Vaara JP, et al. Physiological and physical performance changes during a 20-day winter military training course and its subsequent 10-day recovery period. Int J Circumpolar Health. 2023 Dec;82(1):2207287. PMID: 37119213; PMCID: PMC10150620. doi: 10.1080/22423982.2023.2207287
   PubMed Web of Science ®Google Scholar
• Kallinen K (2020). The effects of physical stress and recovery on cognitive performance and resilience during survival training exercise among Finnish soldiers. Paper presented at 5th International Conference on Soldiers’ Physical Performance, Canada.
   Google Scholar
• Passi T, Lukander K, Laarni J, et al. Effects of overnight military training and acute battle stress on the cognitive performance of soldiers in simulated urban combat. Front Psychol. 2022;13:925157. doi: 10.3389/fpsyg.2022.925157
   PubMed Web of Science ®Google Scholar
• McIntire LK, McKinley RA, Goodyear C, et al. Cervical transcutaneous vagal nerve stimulation (ctVNS) improves human cognitive performance under sleep deprivation stress. Commun Biol. 2021;4(1):1–9. doi: 10.1038/s42003-021-02145-7
   PubMed Web of Science ®Google Scholar