Human performance consequences of automated decision aids in states of sleep loss

Human Factors

Volumn 53, Issue 6, 2011, Pages 717-728

  Reichenbach, Juliane ^a   Onnasch, Linda ^a   Manzey, Dietrich ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

automation bias; complacency; human automation interaction; sleep loss

Indexed keywords

ATTENTIVE BEHAVIOR; AUTOMATED DECISION AID; AUTOMATION BIAS; COMPLACENCY; DECISION AIDS; DEGREE OF AUTOMATION; FAULT IDENTIFICATIONS; FUNCTIONAL STATE; HUMAN PERFORMANCE; HUMAN-AUTOMATION INTERACTIONS; SYSTEM CHARACTERISTICS; TO EFFECT;

AUTOMATION; DECISION SUPPORT SYSTEMS;

SLEEP RESEARCH;

ADULT; ARTICLE; COMPUTER INTERFACE; DECISION SUPPORT SYSTEM; FEMALE; HUMAN; MALE; MAN MACHINE INTERACTION; PSYCHOLOGICAL ASPECT; REPRODUCIBILITY; SLEEP DEPRIVATION; TASK PERFORMANCE;

ADULT; DECISION SUPPORT TECHNIQUES; FEMALE; HUMANS; MALE; MAN-MACHINE SYSTEMS; REPRODUCIBILITY OF RESULTS; SLEEP DEPRIVATION; TASK PERFORMANCE AND ANALYSIS; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 82055192404     PISSN: 00187208     EISSN: 15478181     Source Type: Journal    
DOI: 10.1177/0018720811418222     Document Type: Article

References (26)

1. Bailey N. R., Scerbo M. W. Automation-induced complacency for monitoring highly reliable systems: The role of task complexity, system experience, and operator trust. Theoretical Issues of Ergonomics Science. 2007 ; 8: 321-348
2. Bahner J. E., Hueper A. C., Manzey D. Misuse of automated decision aids: Complacency, automation bias, and the impact of training experiences. International Journal of Human-Computer Interaction. 2008 ; 66: 688-699
3. Byrne E. A., Parasuraman R. Psychophysiology and adaptive automation. Biological Psychology. 1996 ; 42: 249-268 (Pubitemid 26068931)
4. Chaumet G., Taillard J., Sagaspe P., Pagani M., Dinges D. F., Pavy-Le-Traon A., Bareille M.-P., Rascol O., Philip P. Confinement and sleep deprivation effects on propensity to take risks. Aviation, Space and Environmental Medicine. 2009 ; 80: 73-80
5. Dinges D. I., Powell J. W. Microcomputer analysis of performance on a portable, simple visual RT task sustained operations. Behavioral Research Methods, Instrumentation, and Computers. 1985 ; 17: 652-655
6. Endsley M. R., Kiris E. O. The out-of-the-loop performance problem and level of control in automation. Human Factors. 1995 ; 37: 387-394
7. Endsley M. R., Kaber D. B. Level of automation effects on performance, situation awareness, and workload in dynamic control task. Ergonomics. 1999 ; 42: 462-492 (Pubitemid 29074295)
8. Griefahn B., Künemund C., Bröde P., Mehnert P. Zur Validität der deutschen Übersetzung des Morningness-Eveningness- Questionnaires von Horne und Östberg. Somnologie. 2001 ; 5: 71-80 (Pubitemid 32489091)
9. Hart S. G., Staveland L. E. Human mental workload. Hancock P. A. Meshkati N., ed. Amsterdam, the Netherlands: Elsevier ; 1988: 139-183.
10. Hockey G. R. J. Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework. Biological Psychology. 1997 ; 45: 73-93
11. Hockey G. R. J. Operator functional state: The assessment and prediction of human performance degradation in complex tasks. Hockey G.R. J. Gaillard A. W. K. Burov O., ed. Amsterdam, the Netherlands: IOS ; 2003: 3-7.
12. Hockey G. R. J., Wastell D. G., Sauer J. Effects of sleep deprivation and user interface on complex performance: a multilevel analysis of compensatory control. Human Factors. 1998 ; 40: 233-253 (Pubitemid 28378072)
13. Hoddes E., Dement W. C., Zarcone V. The development and use of the Stanford Sleepiness Scale (SSS). Psychophysiology. 1972 ; 10: 431-436
14. Killgore W. D. S. Effects of sleep deprivation and morningness- eveningness traits on risk-taking. Psychological Report. 2007 ; 100: 613-626
15. Manzey D., Reichenbach J., Onnasch L. Performance consequences of automated aids in process control: The impact of function allocation. Proceedings of the 52nd Annual Meeting of the Human Factors and Ergonomics Society ; 2008a ; 2008a. 297.
16. ManzeyD.BleilM.Bahner-HeyneJ. E.KlostermannA.OnnaschL.ReichenbachJ. RöttgerS. (2008b). AutoCAMS 2.0 manual. Retrieved from http://www.aio.tu- berlin.de/?id=30492
17. Mosier K. L., Skitka L. J. Automation and human performance: Theory and applications. Parasuraman R. Mouloua M., ed. Mahwah, NJ: Lawrence Erlbaum ; 1996: 201-220.
18. Parasuraman R., Manzey D. Complacency and bias in human use of automation: An attentional integration. Human Factors. 2010 ; 52: 381-410
19. Parasuraman R., Molloy R., Singh I. L. Performance consequences of automation induced "complacency". International Journal of Aviation Psychology. 1993 ; 2: 1-23
20. Parasuraman R., Riley V. Humans and automation: Use, misuse, disuse, abuse. Human Factors. 1997 ; 39: 230-259
21. Parasuraman R., Sheridan T. B., Wickens C. D. A model for types and levels of human interaction with automation. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans. 2000 ; 30: 286-297
22. Reichenbach J., Onnasch L., Manzey D. Misuse of automation: The impact of system experience on complacency and automation bias in interaction with automated aids. Proceedings of the 54th Annual Meeting of the Human Factors and Ergonomics Society ; 2010 ; 2010. 374.
23. Sauer J., Wastell D., Hockey G. R. J., Earle F. Performance in a complex multiple-task environment during laboratory-based simulation of occasional night work. Human Factors. 2003 ; 45: 657-669 (Pubitemid 38280615)
24. Skitka L. J., Mosier K. L., Burdick M. Does automation bias decision-making?. International Journal of Human-Computer Studies. 1999 ; 51: 991-1006 (Pubitemid 30509730)
25. Szalma J. L., Taylor G. S. Individual differences in response to automation: The big five factors of personality. Journal of Experimental Psychology: Applied. 2011 ; 17: 71-96
26. Wickens C. D., Huyiang L., Santamaria A., Sebok A., Sarter N. B. Stages and levels of automation: An integrated analysis. Proceedings of the 54th Annual Meeting of the Human Factors and Society ; 2010 ; 2010. 389.