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研究生:鄭世岳
研究生(外文):Shyh-Yueh Cheng
論文名稱:以腦波評估VDT作業心智疲勞之研究
論文名稱(外文):Electroencephalographic study of mental fatigue in VDT tasks
指導教授:許宏德許宏德引用關係陳家進陳家進引用關係
指導教授(外文):Hong-Te HsuJia-Jin Chen
學位類別:博士
校院名稱:國立高雄第一科技大學
系所名稱:工程科技研究所
學門:工程學門
學類:綜合工程學類
論文種類:學術論文
論文出版年:2007
畢業學年度:96
語文別:英文
論文頁數:89
中文關鍵詞:心智疲勞視覺顯示終端機事件關聯電位腦波
外文關鍵詞:electroencephalography (EEG)visual display terminals (VDT)event-related potential (ERP)mental fatigue
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本研究試圖以腦波功率指標及腦波事件關聯電位之P300成份波,來評估視覺顯示終端機(VDT)作業所造成之心智負荷。視覺顯示終端機作業,係使用電腦完成60分鐘之心算及120分鐘之資料輸入,量測期間包括:作業前(BT)、立即於作業後(AT)和作業後60分(60-min AT)等三階段。二十位受測者於三階段測定期間,進行腦波測定及修改之旁側夾擊作業誘發之事件關聯電位測定,由電腦紀錄測得之行為反應及腦波相關測定。在腦波功率測定方面,從腦波信號計算三個基本指標及三個比率指標,腦波功率基本指標a、q及比率指標q/a、(a+q)/b在AT及BT階段有顯著差異。在完成測試作業後腦波事件關聯電位P300成份波之振幅明顯減少,因心算作業對心智反應有增進之效果,致使潛時顯著變短。實驗結果顯示受測者在經歷3小時的VDT作業有明顯之心智疲勞。在60分鐘的休息後,除視覺區外,疲勞無法消除至原先之狀態,本研究所採用之方法,從職業風險管理、生產效能及職業衛生的觀點,可用於評估VDT工作人員之疲勞狀態及心智疲勞管理。
In this study, an attempt was made to evaluate mental fatigue induced during a visual display terminal (VDT) task using electroencephalography (EEG) power indices and P300 component of event-related potential (ERP). The VDT tasks were performed after 60 min of mental arithmetic and 120 min of data entry via computer. Three measurement sessions including before (BT), immediately after (AT), and 60 min after (60-min AT) tasks were undertaken in the present study. Twenty subjects conducted EEG measures and acquired the ERP induced from a modified Flanker task at the three test sessions. Behavior response and EEG measurement were recorded on a personal computer. For EEG power, three basic indices and three ratio indices were calculated from preprocessed EEG signals. EEG power of a, q, q/a and (a+q)/b indices showed significant differences between AT and BT. After the experimental task, the amplitude significantly decreased, and the latency of P300 significantly shortened due to the mental arithmetic task improving the information processing capability. The results indicated the subjects appeared predominantly mental fatigue after three hours of VDT task. After 60 min of rest, the participants’ fatigue did not diminish to original state except in the visual area. The method proposed in this study is potentially applicable to the evaluation of the fatigued state of workers and to the management of mental fatigue from the viewpoints of occupational risk management, productivity, and occupational health.
Chinese Abstract . . . . . . . . . . . . . . . . . . . . . . . . i
English Abstract . . . . . . . . . . . . . . . . . . . . . . . iii
Acknowledgements . . . .. . . . . . . . . . . . . . . . . v
Contents . . . . . . . . . . . . . . . . . . . . . . . vii
List of Tables . . . . . . . . . . . . . . . . . . . . . ix
List of Figures . . . . . . . . . . . . . . . . . . . . . x
List of Abbreviations . . . . . . . . . . . . . . . . . xii
CHAPTER 1 INTRODUCTION . . . . . . . . . . . . . . . . . . . . . . 1
1.1 Background . . . . . . . . . . . . . . . . . . . . . 1
1.2 Motivation . . . . . . . . . . . . . . . . . . . . . 2
1.3 The Objectives of This Study . . . . . . . . . . . . 2
1.4 Organization of This Dissertation . . . . . . . . . 3
CHAPTER 2 LITERATURE REVIEW . . . . . . . . . . . . . . 4
2.1 Visual Display Terminate (VDT) Task . . . . . . . . 4
2.2 Mental Fatigue . . . . . . . . . . . . . . . . . . . 4
2.3 Cerebrum . . . . . . . . . . . . . . . . . . . . . . 6
2.4 EEG . . . . . . . . . . . . . . . . . . . . . . . . 10
2.5 ERP . . . . . . . . . . . . . . . . . . . . . . . . 15
CHAPTER 3 METHODS . . . . . . . . . . . . . . . . . . . 19
3.1 Subjects . . . . . . . . . . . . . . . . . . . . . 19
3.2 Experimental Procedures . . . . . . . . . . . . . . 19
3.3 Behavior Response Tasks . . . . . . . . . . . . . . 22
3.4. EEG Recording and Data Analysis. . . . . . . . . . 28
CHAPTER 4 RESULTS . . . . . . . . . . . . . . . . . . . 31
4.1 Performance and Psychological Evaluation of Fatigue.31
4.2 EEG Power Spectra . . . . . . . . . . . . . . . . . 34
4.3 P300 component of ERP . . . . . . . . . . . . . . . 44
CHAPTER 5 DISCUSSION AND CONCLUSION . . . . . . . . . . 49
5.1 Discussion. . . . . . . . . . . . . . . . . . . . . 49
5.2 Conclusion . . . . . . . . . . . . . . . . . . . . 52
REFERENCES . . . . . . . . . . . . . . . . . . . . . . 54
APPENDIX A: . . . . . . . . . . . . . . . . . . . . . . 63
APPENDIX B: . . . . . . . . . . . . . . . . . . . . . . 64
APPENDIX C: . . . . . . . . . . . . . . . . . . . . . . 82
APPENDIX D: . . . . . . . . . . . . . . . . . . . . . . 88
PUBLICATION LISTS . . . . . . . . . . . . . . . . . . . 89
Åkerstedt, T., Kecklund, G., Knuttsson, A., 1991, “Manifest sleepiness and the EEG spectral content during night work”, Sleep, vol. 14, pp. 221–225.
Aarås, A., Horgen, G., Bjørset, H., Ro, O., Thoresen, M., 1998, “Musculoskeletal, visual and psychosocial stress in VDU operators before and after multidisciplinary ergonomic interventions”, Applied Ergonomics, vol. 29 (5), pp. 335–354.
Adam, J.J., Paas, F.G.W.C., Buekers, M.J., Wuyts, I.J., Spijkers, W.A.C., Wallmeyer, P., 1996, “Perception-action coupling in choice reaction time tasks”, Human Movement Science, vol. 15, pp. 511–519.
Andreassi, J.L., 2000, Psychophysiology: Human Behavior and Physiological Response, fourth ed. Lawrence Erlbaum Associates, Hillsdale, New Jersey.
Bartley, S., Chute, E., 1947, Fatigue and impairment in man. McGraw-Hill, New York.
Boksem, M.A.S., Meijman, T.F., Lorist, M.M., 2005, “Effects of mental fatigue on attention: An ERP study”, Cognitive Brain Research, vol. 25, pp. 107 – 116.
Borg, G., 1982, A category scale with ratio properties for intermodal and interindividual comparisons. In: Geissler, H.G., Petzold, P. (Eds.), Psychophysical Judgment and the Process of Perception. VEB Deutscher Verlag der Wissenschaften, Berlin, pp. 25–33.
Brookhuis, K.A., Waard, D., 1993, “The use of psychophysiology to assess driver status”, Ergonomics, vol. 39(9), pp. 1099–1110.
Cameron, C., 1973, “A theory of fatigue”, Ergonomics, vol. 16, pp. 633–648.
Chalder, T., Berelowitz, G., Pawlikowska, T., Watts, L., Wessely, S., Wright, D., Wallace, E., 1993, “Development of a fatigue scale”, Journal of Psychosomatic Research, vol. 37, pp. 147–153.
Cobb, WA, 1983, Recommendations for the practice of clinical neurophysiology, Amsterdam: Elsevier.
Cook, I.A., O''Hara, R., Uijtdehaage, S.H.J., Mandelkern, M., Leuchter, A.F., 1998, “Assessing the accuracy of topographic EEG mapping for determining local brain function”, Electroencephalography and Clinical Neurophysiology, vol. 107, pp. 408–414.
Davenport, I., Wu, S.W., Barnes, F., Mihran, R., Wachtel, H., Kim, H.S., Yang, S., Becker, D., and Matsis, C., 1997, “Changes in ocular performance after display usage – A report of preliminary results.” In proceedings of the 1997 17th Annual International Display Research. Santa Ana, CA: Society for Information Display, pp. 211–214.
Davies, D.R., 1965, “Skin conductance, alpha activity and vigilance”, American Journal of Psychology, vol. 78 (2), pp. 304–306.
Dahaene, S., Spelke, E., Pinel, P., Stanescu, R., Tsivkin, S., 1999, “Sources of mathematical thinking: behavioral and brain-imaging evidence”, Science, vol. 284, pp. 970–974.
Dement, W.C., Vaughan, C., 1999, The Promise of Sleep. New York, DTP..
Donchin, E., 1979, Event-related brain potentials: a tool in the study of human information processing. In: Begleite, H. (Ed.), Evoked Brain Potentials and Behavior. Plenum Press, New York.
Dorrian, J., Lamond, N., Dawson, D., 2000, “The ability to self-monitor performancewhen fatigued”, J. Sleep Res., vol. 9, pp. 137–44.
Eason, R.G., 1981, “Visual evoked potential correlates of early neural filtering during selective attention”, Bull. Psychon. Soc. , vol. 18, pp. 203– 206.
Ebersole J. S., 2002, Current Practice of Clinical Electroencephalography. Lippincott, Williams & Wilkins.
Eoh, H.J., Chung, M.K., Kim, S.H., 2005, “Electroencephalographic study of drowsiness in simulated driving with sleep deprivation”, International Journal of Industrial Ergonomics, vol. 35, pp. 307–320.
Eriksen, B.A., Eriksen, C.W., 1974, ”Effects of noise letters upon the identification of a target letter in a nonsearch task”, Percept Psychophysiology, vol. 16, pp. 143–149.
Fisch, B.J., 1991, Sphelmann’s EEG Primer, 2nd ed. Elsevier Science BV, Amsterdam, The Netherlands.
Gale, A., Davies, R., Smallbone, A., 1977, “EEG correlates of signal rate time in task and individual differences in reaction time during a five-stage sustained attention task”, Ergonomics, vol. 20, pp. 363–376.
Grandjean, E., 1979, “Fatigue in industry”, Br. J. Internal Med., vol. 36, pp. 175–186.
Grandjean, E., 1988, Fitting the Task to the Man, Taylor & Francis, London.
Hart, S.G., Staveland, L.E., 1988, Development of NASA-TLX (Task Load Index): results of experimental and theoretical research. In: Hancock, P.A., Meshakati, N. (Eds.), Human Mental Workload. North-Holland, Amsterdam, pp. 39–183.
Hillyard, S. A., Münte, T. F., 1984, “Selective attention to colour and location: an analysis with event-related brain potentials”, Perception Psychophysiology, vol. 36, pp. 185–198.
Hillyard, S. A., Mangun, G. R., Luck, S. J., Heinze, H. J., 1990, Electrophysiology of visual attention, in: E.R. John, T. Harmony, L.S. Pricheb, M. Valdez, P. Valdez (Eds.), Machinery of Mind, Birkhauser, Boston, MA.
Hitch, G.J., 1978, “The role of short-term working memory in mental arithmetic”, Cognitive Psychology, vol. 10, pp. 302–323.
Isreal, J.B., Chesney, G.L., Wickens, C.D., Donchin, E., 1980, “P300 and tracking difficulty: evidence for multiple resources in dual-task performance”, Psychology, vol. 17, pp. 259–273.
Isreal, J.B., Wickens, C.D., Chesney, G.L., Donchin, E., 1980, “The event-related brain potential as an index of display monitoring workload”, Human Factors, vol. 22, pp. 211–224.
Klimesch, W., 1997, “EEG alpha rhythms and memory processes”, International Journal of Psychophysiology, vol. 26, pp. 319–340.
Klimesch, W., 1999, “EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis”, Brain Research Reviews, vol. 29, pp. 169– 195.
Kramer, A.F., Wickens, C.D., Donchin, E., 1983, “An analysis of the processing demands of a complex perceptual-motor task”, Human Factors, vol. 25, pp. 597–622.
Kramer, A.F., Wickens, C.D., Donchin, E., 1985, “Processing of stimulus properties: evidence for dual-task integrality”, Journal of Experimental Psychology, Human Perception and Performance, vol. 11, pp. 393–408.
Krupp, L., LaRocca, N., Muir-Nash, J., Steiberg, A., 1989, “The fatigue severity scale. Application to patients with multiple sclerosis and systemic lupus erythematosus”, Archives of Neurology, vol. 46, pp. 1121–1123.
Lafrance, C., Dumont, M., 2000, “Diurnal variations in the waking EEG: comparison with sleep latencies and subjective alertness”, Journal of Sleep Research, vol. 9, pp. 243– 248.
Lal, S.K.L., Craig, A., 2001, “A critical review of the psychophysiology of driver fatigue”, Biological Psychology, vol. 55, pp. 173–194.
Lange, J.J., Wijers A.A., Mulder, L.J., Mulder, G., 1998, “Color selection and location selection in ERPs: differences, similarities and Fneural specificity”, Biol. Psychol., vol. 48 (2), pp. 153–182.
Laufs, H., Kleinschmidt, A., Beyerle, A., Eger, E., Salek-Haddadi, A., Preibisch, C., Krakow, K., 2003, “EEG-correlated fMRI of human alpha activity”, Neuroimage, vol. 19, pp. 1463–1476.
Makeig, S., Jung, T., 1995, “Changes in alertness are a principal component of variance in the EEG spectrum”, Neuroreport, vol. 7, pp. 213–216.
Mangun, G. R., Hillyard, S. A., 1987, “The spatial allocation of visual attention as indexed by event-related brain potentials”, Human Factors, vol. 29, pp. 195–211.
Mangun, G. R., Hillyard, S. A., 1988, “Spatial gradients of visual attention: behavioral and electrophysiological evidence”, Electroencephalogr. Clin. Neurophysiol., vol. 70, pp. 417–428.
Mangun, G. R., Hillyard, S. A., 1990, “Allocation of visual attention to spatial locations: trade-off functions for event-related brain potentials and detection performance”, Percept. Psychophys., vol. 47, pp. 532–550.
Mangun, G. R., Hillyard, S. A., Luck, S. J., 1993, Electrocortical substrates of visual selective attention, in: S. Kornbloum, D.E. Meyer (Eds.), Atten. Perform., vol. XIV, Erlbaum, Hillsdale, NJ, pp. 219–243.
Morrel, L.K., 1966, “EEG frequency and reaction time– a sequential analysis”, Neuropsychol., vol. 4, pp. 41–48.
Murata, A., Uetake, A., Takasawa, Y., 2005, “Evaluation of mental fatigue using feature parameter extracted from event-related potential”, International Journal of Industrial Ergonomics, vol. 35, pp. 761–770.
Muscio, B., 1921, “Is a fatigue test possible?”, British Journal of Psychology, vol. 12, pp. 31–46.
Neuman, U., Ullsperger, P., Gille, H.-G., Erdman, U., 1986, “Effects of graduated processing difficulty on P300 component of the event-related potential”, Zeitschrift fur Psychology, vol. 194, pp. 25–37.
Niedermeyer, E., Da Silva, F. L., 1993, Electroencephalography: Basic principles, clinical applications, and related fields, 3rd ed. Williams & Wilkins, Maryland.
Oken, B.S., Salinsky, M., 1992, “Alertness and attention: basic science and electrophysiologic correlates”, Journal of Clinical Neurophysiology, vol. 9 (4), pp. 480–494.
Okita, T., Wijers, A. A., Mulder G., Mulder, L. J. M., 1985, “Memory search and visual spatial attention: an event-related brain potential analysis”, Acta Psychol., vol. 60, pp. 263–292.
Okogbaa, O.G., Shell, R.L., Filipusic, D., 1994, “On the investigation of the neurophysiological correlates of knowledge worker mental fatigue using the EEG signal”, Applied Ergonomics, vol. 25 (6), pp. 355–365.
Picton, T. W. and Stuss, D., 1980, The component structure of the human event-related potentials, In: Kornhuber, H. H. and Deecke, L. (Eds.), Progress in Brain Research, Motivation, Motor and sensory processes of the Brain: Electrical Potentials, Behavior and Clinical Use, Vol. 54, Elsevier, Amsterdam, pp. 17–49.
Picton, T. W., 1988, Handbook of electroencephalography and clinical neurophysiology. In: Herbert, G., Vaughan, J. R., Joseph, C. A., (Eds.), The Neural Basics of Event-Related Potentials, Vol. 3, Elsevier, Amsterdam, pp. 45–96.
Pyun, H.G., Kim, J.R., 2000, “A study on the effect of emotion-evoking advertisement with EEG analysis”, Proceedings of 2000 Joint Conference of KIIE and KORMS, KIIE and KORMS, Seoul, pp. 413–416.
Rains, J.C., Penzien, D.B., 2003, “Sleep and chronic pain challenges to the a-EEG sleep pattern as a pain specific sleep anomaly”, Journal of Psychosomatic Research, vol. 54, pp. 77–83.
Rugg, M. D., Milner, A. D., Lines, C. R., Phalp, R., 1987, “Modulation of visual event-related potentials by spatial and non-spatial visual selective attention”, Neuropsychologia, vol. 25, pp. 85–96.
Ryu, K, Myung, R., 2005, “Evaluation of mental workload with a combined measure based on physiological indices during a dual task of tracking and mental arithmetic”, International Journal of Industrial Ergonomics, vol. 35, pp. 991–1009.
Scheffers M.K., Humphrey D.G., Stanny, R.R., Kramer, A.F., Coles, M.G., 1999, “Error-related processing during a period of extended wakefulness”, Psychophysiology, vol. 36, pp. 149–57.
Seeley, R. R., Stephens, T. D., and Tate, P., 2003, Anatomy and physiology, Boston, Mass: McGraw-Hill.
Semlitsch, H.V., Anderer, P., Schuster, P., Presslich, O., 1986, “A solution for reliable and valid reduction of ocular artifacts, applied to the P300 ERP”, Psychophysiology, vol. 23, pp. 695–703.
Sjoberg, H., 1980, “Physical fitness and mental performance during and after mental work”, Ergonomics, vol. 23 (10), pp. 977–985.
Smets, E., Garssen, B., Bonke, B., De Haes, J., 1995, “The multidimensional fatigue inventory (MFI). Psychometric qualities of an instrument to assess fatigue”, Journal of Psychosomatic Research, vol. 39, pp. 315–325.
Smets, E., Garssen, B., Cull, A., de Haes, J., 1996, “Application of the multidimensional fatigue inventory (MFI-20) in cancer patients receiving radiotherapy”, British Journal of Cancer, vol. 73, pp. 241–245.
Smith, M.E., McEvoy, L.K., Gevins, A., 2002, “The impact of moderate sleep loss on neurophysiologic signals during working-memory task performance”, Sleep, vol. 25, pp. 784–94.
Sotoyama, M., Jonai, H., Saito, S., and Villanueva, M.B.G., 1996, “Analysis of ocular surface area for comfortable VDT workstation layout”, Ergonomics, vol. 39 (6), pp. 877–884.
Uetake, A., Murata, A., 2000, “Assessment of mental fatigue during VDT task using event-related potential (P300)”, Proceedings of the 2000 IEEE International Workshop on Robot and Human Interactive Communication, pp. 235–240.
Ullsperger, P., Neuman, U., Gille, H.-G., Pietschann, M., 1986, P300 component of the ERP as an index of processing difficulty. In: Flix, F., Hagendor, H. (Eds.), Human Memory and Cognitive Capabilities. North-Holland, Amsterdam.
Ullsperger, P., Metz, A.-M., Gille, H.G., 1988, “The P300 component of the event-related brain potential and mental effort”, Ergonomics, vol. 31, pp. 1127–1137.
Waard, D., Brookhuis, K.A., 1991, “Assessing driver status: a demonstration experiment on the road”, Accident Analysis and Prevention, vol. 23 (4), pp. 297–307.
Wijers, A. A., Lamain, W., Slopsema, S., Mulder, G., Mulder, L. J. M., 1989, “An electrophysiological investigation of the spatial distribution of attention to coloured stimuli in focussed and divided attention conditions”, Biol. Psychol., vol. 29, pp. 213–245.
Wijers, A. A., Mulder, G., Okita, T., Mulder, L. J. M., Scheffers, M. K., 1989, “Attention to colour: an ERP-analysis of selection, controlled search, and motor activation”, Psychophysiology, vol. 26 (1), pp. 89–109.
Wisner, A., 1981, Organizational stress, cognitive load, and mental suffering. In: Salvendy, G., Smith, M. (Eds.), Machine Pacing and Occupational Stress. Taylor and Francis, London, pp. 37–44.
Yoshitake, H., 1978, “Three characteristic patterns of subjective fatigue symptoms”, Ergonomics, vol. 21, pp. 231–233.
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