Nothing Special   »   [go: up one dir, main page]

skip to main content
article

Brief review on physiological and biochemical evaluations of human mental workload

Published: 01 May 2012 Publication History

Abstract

This paper gives a brief review and short summary on physiological and biochemical evaluations of human mental workloads. Physiological evaluations consist of peripheral physiological evaluations and central physiological evaluations. Peripheral physiological evaluations mainly include heart rate and heart rate variability (HRV) recorded from electrocardiograms (ECGs), blood pressure, respiration, eye blinks, skin potential, and hemodynamic indices. Central physiological evaluations mainly refer to the cerebral cortex, including electroencephalograms (EEGs) and event-related potentials (ERPs). Biochemical evaluations mainly include catecholamines, cortisol, and immunoglobulin A (IgA) collected from blood, salivary, or urinary samples. They are all objective measurements to evaluate mental workloads when particular mental tasks are performed. © 2011 Wiley Periodicals, Inc. © 2012 Wiley Periodicals, Inc.

References

[1]
Allison, B. Z., & Polich, J. (2008). Workload assessment of computer gaming using a single-stimulus event-related potential paradigm. Biological Psychology, 77, 277–283.
[2]
Banerjee, A., Shen, P. J., Ma, S., Bathgate, R. A., & Gundlach, A. L. (2010). Swim stress excitation of nucleus incertus and rapid induction of relaxin-3 expression via CRF1 activation. Neuropharmacology, 58, 145–155.
[3]
Berka, C., Levendowski, D. J., Lumicao, M. N., Yau, A., Davis, G., Zivkovic, V. T., et al. (2007). EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks. Aviation, Space, and Environmental Medicine, 78(5), 231–244.
[4]
Brookings, J. B., Wilson, G. F., & Swain, C. R. (1996). Psychophysiological responses to changes in workload during simulated air traffic control. Biological Psychology, 42, 361–377.
[5]
Chida, Y., & Steptoe, A. (2009). Cortisol awakening response and psychosocial factors: A systematic review and meta-analysis. Biological Psychology, 80, 265–278.
[6]
Dyson, B. J., Alain, C., & He, Y. (2005). Effects of visual attentional load on low-level auditory scene analysis. Cognitive, Affective, and Behavioral Neuroscience, 5, 319–338.
[7]
Elmenhorst, E. M., Vejvoda, M., Maass, H., Wenzel, J., Plath, G., Schubert, E., et al. (2009). Pilot workload during approaches: Comparison of simulated standard and noise-abatement profiles. Aviation, Space, and Environmental Medicine, 80, 364–370.
[8]
Fibiger, W., Evans, O., & Singer, G. (1986). Hormonal responses to a graded mental workload. European Journal of Applied Physiology and Occupational Physiology, 55, 339–343.
[9]
Fournier, L. R., Wilson, G. F., & Swain, C. R. (1999). Electrophysiological, behavioral, and subjective indexes of workload when performing multiple tasks: Manipulations of task difficulty and training. International Journal of Psychophysiology, 31, 129–145.
[10]
Fowler, B. (1994). P300 as a measure of workload during a simulated aircraft landing task. Human Factors, 36, 670–683.
[11]
Funk, D., Li, Z., & Lêê, A. D. (2006). Effects of environmental and pharmacological stressors on c-fos and corticotropin-releasing factor mRNA in rat brain: Relationship to the reinstatement of alcohol seeking. Neuroscience, 138, 235–243.
[12]
Guillery, R. W. (2005). Anatomical pathways that link perception and action. Progress in Brain Research, 149, 235–256.
[13]
Hankins, T. C. & Wilson, G. F. (1998). A comparison of heart rate, eye activity, EEG and subjective measures of pilot mental workload during flight. Aviation, Space, and Environmental Medicine, 69, 360–367.
[14]
Henelius, A., Hirvonen, K., Holm, A., Korpela, J., & Muller, K. (2009). Mental workload classification using heart rate metrics. Conference Proceedings: IEEE Engineering in Medicine and Biology Society, 1, 1836–1839.
[15]
Hohnsbein, J., Falkenstein, M., & Hoormann, J. (1995). Effects of attention and time-pressure on P300 subcomponents and implications for mental workload research. Biological Psychology, 40(1-2), 73–81.
[16]
Horrey, W. J., Wickens, C. D., & Consalus, K. P. (2006). Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. Journal of Experimental Psychology: Applied, 12(2), 67–78.
[17]
Jemmott, J. B., III, Borysenko, J. Z., Borysenko, M., McClelland, D. C., Chapman, R., Meyer, D., et al. (1983) Academic stress, power motivation, and decrease in secretion rate of salivary secretory immunoglobulin A. Lancet. 1(8339): 1400–1402.
[18]
Jiao, K. (2004). Study on automobile driving fatigue and remission methods. Unpublished doctoral dissertation, Shanghai Jiao Tong University.
[19]
Jiao, K., Li, Z., Chen, M., Wang, C., & Qi, S. (2004). Effect of different vibration frequencies on heart rate variability and driving fatigue in healthy drivers. International Archives of Occupational and Environmental Health, 77, 205–212.
[20]
Jiao, K., Li, Z., Chen, M., & Wang, C. (2005). Synthetic effect analysis of heart rate variability and blood pressure variability on driving mental fatigue. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi, 22, 343–346.
[21]
Jorna, P.G. (1992). Spectral analysis of heart rate and psychological state: A review of its validity as a workload index. Biological Psychology, 34, 237–257.
[22]
Jorna, P.G. (1993). Heart rate and workload variations in actual and simulated flight. Ergonomics, 36, 1043–1054.
[23]
Korte, S. M., & Boer, S. F. (2003). A robust animal model of state anxiety: Fear-potentiated behaviour in the elevated plus-maze. European Journal of Pharmacology, 463(1-3), 163–175.
[24]
Kramer, A. F., Trejo, L. J., & Humphrey, D. (1995). Assessment of mental workload with task-irrelevant auditory probes. Biological Psychology, 40 (1-2) 83–100.
[25]
Kuijer, P. P., Vries, W. H., Beek, A. J., Dieën, J. H., Visser, B., & Frings-Dresen, M. H. (2004). Effect of job rotation on work demands, workload, and recovery of refuse truck drivers and collectors. Human Factors. 46, 437–448.
[26]
Leino, T. K., Leppäluoto, J., Ruokonen, A., & Kuronen, P. (1999). Neuroendocrine responses to psychological workload of instrument flying in student pilots. Aviation, Space, and Environmental Medicine, 70, 565–570.
[27]
Li, Z., Jiao, K., Chen, M., & Wang, C. (2003). Effect of magnitopuncture on sympathetic and parasympathetic nerve activities in healthy drivers——assessment by power spectrum analysis of heart rate variability. European Journal of Applied Physiology, 88, 404–410.
[28]
Lim, J., Wu, W. C., Wang, J., Detre, J. A., Dinges, D. F., & Rao, H. (2010). Imaging brain fatigue from sustained mental workload: An ASL perfusion study of the time-on-task effect. Neuroimage, 49, 3426–3435.
[29]
Majewska, A. K., & Sur, M. (2006). Plasticity and specificity of cortical processing networks. Trends in Neurosciences, 29, 323––329.
[30]
Miyake, S., Yamada, S., Shoji, T., Takae, Y., Kuge, N., & Yamamura, T. (2009). Physiological responses to workload change. A test/retest examination. Applied Ergonomics, 40, 987–996.
[31]
Murata, A. (2005). An attempt to evaluate mental workload using wavelet transform of EEG. Human Factors, 47, 498–508.
[32]
Näätänen, R. (2000). Mismatch negativity (MMN): Perspectives for application. International Journal of Psychophysiology, 37, 3–10.
[33]
Otsuka, Y., Onozawa, A., Kikukawa, A., & Miyamoto, Y. (2007). Effects of flight workload on urinary catecholamine responses in experienced military pilots. Perceptual and Motor Skills, 105, 563–571.
[34]
Otsuki, T., Sakaguchi, H., Hatayama, T., Takata, A., Hyodoh, F., Tsujita, S., et al. (2004). Secretory IgA in saliva and academic stress. International Journal of Immunopathology and Pharmacology, 17(2), 45–48.
[35]
Papadelis, C., Kourtidou-Papadeli, C., Vlachogiannis, E., Skepastianos, P., Bamidis, P., Maglaveras, N., et al. (2003). Effects of mental workload and caffeine on catecholamines and blood pressure compared to performance variations. Brain and Cognition, 51, 143–154.
[36]
Park, M. K., Satoh, N., & Kumashiro, M. (2008). Mental workload under time pressure can trigger frequent hot flashes in menopausal women. Industrial Health, 46, 261–268.
[37]
Passerin, A. M., Cano, G., Rabin, B. S., Delano, B. A., Napier, J. L., & Sved, A. F. (2000). Role of locus coeruleus in foot shock-evoked Fos expression in rat brain. Neuroscience, 101, 1071––1082.
[38]
Pope, A. T., Bogart, E. H., & Bartolome, D. S. (1995). Biocybernetic system evaluates indices of operator engagement in automated task. Biological Psychology, 40, 187–195.
[39]
Prinzel, L. J., III, Freeman, F. G., Scerbo, M. W., Mikulka, P. J., & Pope, A. T. (2003). Effects of a psychophysiological system for adaptive automation on performance, workload, and the event-related potential P300 component. Human Factors, 45, 601–613.
[40]
Rabbi, A. F., Ivanca, K., Putnam, A. V., Musa, A., Thaden, C. B., & Fazel-Rezai, R. (2009). Human performance evaluation based on EEG signal analysis: A prospective review. Conference Proceedings: IEEE Engineering in Medicine and Biology Society, 1, 1879–1882.
[41]
Rantanen, E. M., & Goldberg, J. H. (1999). The effect of mental workload on the visual field size and shape. Ergonomics, 42, 816––834.
[42]
Recarte, M. A., & Nunes, L. M. (2000). Effects of verbal and spatial-imagery tasks on eye fixations while driving. Journal of Experimental Psychology: Applied, 6, 31–43.
[43]
Recarte, M. A., & Nunes, L. M. (2003). Mental workload while driving: Effects on visual search, discrimination, and decision making. Journal of Experimental Psychology: Applied, 9, 119–137.
[44]
Ring, C., Drayson, M., Walkey, D. G., Dale, S., & Carroll, D. (2002). Secretory immunoglobulin A reactions to prolonged mental arithmetic stress: Inter-session and intra-session reliability. Biological Psychology, 59, 1–13.
[45]
Ring, C., Carroll, D., Hoving, J., Ormerod, J., Harrison, L. K., & Drayson, M. (2005). Effects of competition, exercise, and mental stress on secretory immunity. Journal of Sports Sciences, 23, 501–508.
[46]
Rivecourt, M., Kuperus, M. N., Post, W. J., & Mulder, L. J. (2008). Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight. Ergonomics, 51, 1295–1319.
[47]
Roscoe, A. H. (1992). Assessing pilot workload: Why measure heart rate, HRV and respiration? Biological Psychology, 34(2-3), 259–287.
[48]
Roscoe, A. H. (1993). Heart rate as a psychophysiological measure for in-flight workload assessment. Ergonomics, 36, 1055–1062.
[49]
Simoens, V. L., Istók, E., Hyttinen, S., Hirvonen, A., Näätänen, R., & Tervaniemi, M. (2007). Psychosocial stress attenuates general sound processing and duration change detection. Psychophysiology, 44, 30–38.
[50]
Sirevaag, E. J., Kramer, A. F., Wickens, C. D., Reisweber, M., Strayer, D. L., & Grenell, J. F. (1993). Assessment of pilot performance and mental workload in rotary wing aircraft. Ergonomics, 36, 1121–1140.
[51]
Someya, N., Endo, M. Y., Fukuba, Y., Hirooka, Y., & Hayashi, N. (2010). Effects of a mental task on splanchnic blood flow in fasting and postprandial conditions. European Journal of Applied Physiology, 108, 1107–1113.
[52]
Stam, C. J., Woerkom, T. C., & Pritchard, W. S. (1996). Use of non-linear EEG measures to characterize EEG changes during mental activity. Electroencephalography and Clinical Neurophysiology, 99, 214–224.
[53]
Sudo, A. (1991). Evaluation of workload in middle-aged steel workers by measuring urinary excretion of catecholamines and cortisol. Sangyo Igaku-Japanese Journal of Occupational Health, 33, 475–484.
[54]
Sur, M., & Rubenstein, J. L. (2005). Patterning and plasticity of the cerebral cortex. Science, 310(5749), 805––810.
[55]
Ullsperger, P., Freude, G., & Erdmann, U. (2001). Auditory probe sensitivity to mental workload changes——an event-related potential study. International Journal of Psychophysiology, 40, 201–209.
[56]
Veltman, J. A., & Gaillard, A. W. (1996). Physiological indices of workload in a simulated flight task. Biological Psychology, 42, 323––342.
[57]
Veltman, J. A., & Gaillard, A. W. (1998). Physiological workload reactions to increasing levels of task difficulty. Ergonomics, 41, 656––669.
[58]
Wetherell, M. A., Hyland, M. E., & Harris, J. E. (2004). Secretory immunoglobulin A reactivity to acute and cumulative acute multi-tasking stress: relationships between reactivity and perceived workload. Biological Psychology, 66, 257–270.
[59]
Yu, X., Zhang, J., Xie, D., Wang, J., & Zhang, C. (2009). Relationship between scalp potential and autonomic nervous activity during a mental arithmetic task. Autonomic Neuroscience, 146(1-2), 81–86.
[60]
Zhang, J., Yu, X., & Xie, D. (2010). Effects of mental tasks on the cardiorespiratory synchronization. Respiratory Physiology & Neurobiology, 170, 91––95.

Cited By

View all
  • (2024)Hearing the World: A Pilot Study Design on Spatial Audio for the Visually ImpairedProceedings of the 27th International Academic Mindtrek Conference10.1145/3681716.3689442(244-248)Online publication date: 8-Oct-2024
  • (2022)Emotions Matter: Towards Personalizing Human-System Interactions Using a Two-layer Multimodal ApproachProceedings of the 2022 International Conference on Multimodal Interaction10.1145/3536221.3556582(63-72)Online publication date: 7-Nov-2022
  • (2022)M3SenseProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/35346006:2(1-32)Online publication date: 7-Jul-2022
  • Show More Cited By
  1. Brief review on physiological and biochemical evaluations of human mental workload

      Recommendations

      Comments

      Please enable JavaScript to view thecomments powered by Disqus.

      Information & Contributors

      Information

      Published In

      cover image Human Factors in Ergonomics & Manufacturing
      Human Factors in Ergonomics & Manufacturing  Volume 22, Issue 3
      May 2012
      105 pages
      ISSN:1090-8471
      EISSN:1520-6564
      Issue’s Table of Contents

      Publisher

      John Wiley and Sons Ltd.

      United Kingdom

      Publication History

      Published: 01 May 2012

      Qualifiers

      • Article

      Contributors

      Other Metrics

      Bibliometrics & Citations

      Bibliometrics

      Article Metrics

      • Downloads (Last 12 months)0
      • Downloads (Last 6 weeks)0
      Reflects downloads up to 13 Feb 2025

      Other Metrics

      Citations

      Cited By

      View all
      • (2024)Hearing the World: A Pilot Study Design on Spatial Audio for the Visually ImpairedProceedings of the 27th International Academic Mindtrek Conference10.1145/3681716.3689442(244-248)Online publication date: 8-Oct-2024
      • (2022)Emotions Matter: Towards Personalizing Human-System Interactions Using a Two-layer Multimodal ApproachProceedings of the 2022 International Conference on Multimodal Interaction10.1145/3536221.3556582(63-72)Online publication date: 7-Nov-2022
      • (2022)M3SenseProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/35346006:2(1-32)Online publication date: 7-Jul-2022
      • (2022)Application of Mental Fatigue Classification in Cross Task Paradigm2022 IEEE International Conference on Mechatronics and Automation (ICMA)10.1109/ICMA54519.2022.9855978(1750-1754)Online publication date: 7-Aug-2022
      • (2021)Biofeedback in the Dynamic VR Environments:2021 Workshop on Algorithm and Big Data10.1145/3456389.3456400(27-33)Online publication date: 12-Mar-2021
      • (2021)A Systematic Review of Thermal and Cognitive Stress Indicators: Implications for Use Scenarios on Sensor-Based Stress DetectionHuman-Computer Interaction – INTERACT 202110.1007/978-3-030-85623-6_7(73-92)Online publication date: 30-Aug-2021
      • (2020)The Evaluation of Operator's Mental Workload in Operation Control Center Division in the Railway IndustryProceedings of the 6th International Conference on Industrial and Business Engineering10.1145/3429551.3429555(202-207)Online publication date: 27-Sep-2020
      • (2019)Can Infrared Facial Thermography Disclose Mental Workload in Indoor Thermal Environments?Proceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization10.1145/3363459.3363528(87-96)Online publication date: 13-Nov-2019
      • (2016)An exploratory studyCognition, Technology and Work10.1007/s10111-015-0363-x18:2(351-360)Online publication date: 1-May-2016
      • (2016)Psychophysical Demands and Perceived Workload-An Ergonomics Standpoint for Lean Production in Assembly CellsHuman Factors in Ergonomics & Manufacturing10.1002/hfm.2040426:6(643-654)Online publication date: 1-Nov-2016
      • Show More Cited By

      View Options

      View options

      Figures

      Tables

      Media

      Share

      Share

      Share this Publication link

      Share on social media