On the effectiveness of performance-based adaptive automation

References

• Breznitz, S. 1984. Cry Wolf: The Psychology of False Alarms. London: Lawrence Erlbaum.
   Google Scholar
• Brookhuis, K.A., D. De Waard, and S.H. Fairclough. 2003. “Criteria for Driver Impairment.” Ergonomics 46 (5): 433–445.
   PubMed Web of Science ®Google Scholar
• Calhoun, G.L., H.A. Ruff, S. Spriggs, and C. Murray. 2012. “Tailored Performance-Based Adaptive Levels of Automation.” Proceedings of the Human Factors and Ergonomics Society Annual Meeting 56 (1): 413–417.
   Google Scholar
• Calhoun, G.L., V.B.R. Ward, and H.A. Ruff. 2011. “Performance-Based Adaptive Automation for Supervisory Control.” Proceedings of the Human Factors and Ergonomics Society Annual Meeting 55 (1): 2059–2063.
   Google Scholar
• Chavaillaz, A., and J. Sauer. Forthcoming. “Operator Adaptation to Changes in System Reliability Under Adaptable Automation.” Ergonomics.
   Web of Science ®Google Scholar
• Chavaillaz, A., D. Wastell, and J. Sauer. 2016. “System Reliability, Performance and Trust in Adaptable Automation.” Applied Ergonomics 52: 333–342.
   PubMed Web of Science ®Google Scholar
• Endsley, M.R. 1995. “Toward a Theory of Situation Awareness in Dynamic Systems.” Human Factors 37 (1): 32–64.
   Web of Science ®Google Scholar
• Fisher, W.W., Kelley, M.E., and Lomas, J.E. (2003). “Visual Aids and Structured Criteria for Improving Visual Inspection and Interpretation of Single-Case Designs.” Journal of Applied Behavior Analysis 36 (3): 387–406.
   PubMed Web of Science ®Google Scholar
• Green, D.M., and J.A. Swets. 1966. Signal Detection Theory and Psychophysics. New York: Wiley.
   Google Scholar
• Hockey, G.R.J. 1997. “Compensatory Control in the Regulation of Human Performance Under Stress and High Workload: A Cognitive-Energetical Framework.” Biological Psychology 45 (1–3): 73–93. doi:10.1016/S0301-0511(96)05223-4
   PubMed Web of Science ®Google Scholar
• Hockey, G.R.J., P. Nickel, A.C. Roberts, and M.H. Roberts. 2009. “Sensitivity of Candidate Markers of Psychophysiological Strain to Cyclical Changes in Manual Control Load During Simulated Process Control.” Applied Ergonomics 40 (6): 1011–1018. doi:10.1016/j.apergo.2009.04.008
   PubMed Web of Science ®Google Scholar
• Hockey, G.R.J., D. Wastell, and J. Sauer. 1998. “Effects of Sleep Deprivation and User Interface on Complex Performance: A Multilevel Analysis of Compensatory Control.” Human Factors 40 (2): 233–253. doi:10.1518/001872098779480479
   PubMed Web of Science ®Google Scholar
• Inagaki, T. 2003. “Adaptive Automation: Sharing and Trading of Control.” In Handbook of Cognitive Task Design, edited by E. Hollnagel, 221–245. Human Factors and Ergonomics. Mahwah, NJ: Lawrence Erlbaum Publishers.
   Google Scholar
• Kaber, D.B., and M.R. Endsley. 2004. “The Effects of Level of Automation and Adaptive Automation on Human Performance, Situation Awareness and Workload in a Dynamic Control Task.” Theoretical Issues in Ergonomics Science 5 (2): 113–153. doi:10.1080/1463922021000054335
   Google Scholar
• Kaber, D.B., and J.M. Riley. 1999. “Adaptive Automation of a Dynamic Control Task Based on Secondary Task Workload Measurement.” International Journal of Cognitive Ergonomics 3 (3): 169–187.
   Google Scholar
• Kaber, D.B., M.C. Wright, and M.A. Sheik-Nainar. 2006. “Investigation of Multi-Modal Interface Features for Adaptive Automation of a Human–Robot System.” International Journal of Human-Computer Studies 64 (6): 527–540. doi:10.1016/j.ijhcs.2005.11.003
   Web of Science ®Google Scholar
• Kidwell, B., G.L. Calhoun, H.A. Ruff, and R. Parasuraman. 2012. “Adaptable and Adaptive Automation for Supervisory Control of Multiple Autonomous Vehicles.” Proceedings of the Human Factors and Ergonomics Society Annual Meeting 56 (1): 428–432. doi:10.1177/1071181312561096
   Google Scholar
• Kluge, A., B. Grauel, and D. Burkolter. 2013. “Combining Principles of Cognitive Load Theory and Diagnostic Error Analysis for Designing Job Aids: Effects on Motivation and Diagnostic Performance in a Process Control Task.” Applied Ergonomics 44 (2): 285–296.
   PubMed Web of Science ®Google Scholar
• Lorenz, B., F. Di Nocera, S. Röttger, and R. Parasuraman. 2002. “Automated Fault-Management in a Simulated Spaceflight Micro-World.” Aviation, Space, and Environmental Medicine 73 (9): 886–897.
   PubMed Web of Science ®Google Scholar
• Michon, J.A. (1966). “Tapping Regularity as a Measure of Perceptual Motor Load.” Ergonomics 9 (5): 401–412.
   PubMed Web of Science ®Google Scholar
• Molloy, R., and R. Parasuraman. 1996. “Monitoring an Automated System for a Single Failure: Vigilance and Task Complexity Effects.” Human Factors 38 (2): 311–322.
   Web of Science ®Google Scholar
• O'Donnell, R.D., and F.T. Eggemeier. 1986. “Workload Assessment Methodology.” In Handbook of Perception and Human Performance, edited by K.R. Boff, L. Kaufman, and J.P. Thomas. New York: Wiley.
   Google Scholar
• Parasuraman, R., M. Barnes, and K.A. Cosenzo. 2007. “Adaptive Automation for Human–Robot Teaming in Future Command and Control Systems.” The International C2 Journal 1 (2): 43–68.
   Google Scholar
• Parasuraman, R., K.A. Cosenzo, and E. de Visser. 2009. “Adaptive Automation for Human Supervision of Multiple Uninhabited Vehicles: Effects on Change Detection, Situation Awareness, and Mental Workload.” Military Psychology 21 (2): 270–297. doi:10.1080/08995600902768800
   Web of Science ®Google Scholar
• Parasuraman, R., R. Molloy, M. Mouloua, and B. Hilburn. 1996. “Monitoring of Automated Systems.” In Automation and Human Performance: Theory and Applications, edited by R. Parasuraman and M. Mouloua, 91–115. Mahwah, NJ: Lawrence Erlbaum Associates.
   Google Scholar
• Parasuraman, R., and V. Riley. 1997. “Humans and Automation: Use, Misuse, Disuse, Abuse.” Human Factor 39 (2): 230–253.
   Web of Science ®Google Scholar
• Röttger, S., K. Bali, and D. Manzey. 2009. “Impact of Automated Decision Aids on Performance, Operator Behaviour and Workload in a Simulated Supervisory Control Task.” Ergonomics 52 (5): 512–523. doi:10.1080/00140130802379129
   PubMed Web of Science ®Google Scholar
• Sauer, J., C.-S. Kao, and D. Wastell. 2012. “A Comparison of Adaptive and Adaptable Automation Under Different Levels of Environmental Stress.” Ergonomics 55 (8): 840–853. doi:10.1080/00140139.2012.676673
   PubMed Web of Science ®Google Scholar
• Scerbo, M.W. 1996. “Theoretical Perspectives on Adaptive Automation.” In Automation and Human Performance: Theory and Applications, edited by R. Parasuraman and M. Mouloua, 37–63. Mahwah, NJ: Lawrence Erlbaum Associates.
   Google Scholar
• Sheridan, T.B. 2011. “Adaptive Automation, Level of Automation, Allocation Authority, Supervisory Control, and Adaptive Control: Distinctions and Modes of Adaptation.” IEEE Xplore: Systems, Man and Cybernetics, Part A 41 (4): 662–667. doi:10.1109/TSMCA.2010.2093888
   Web of Science ®Google Scholar
• Sheridan, T.B., and W.L. Verplank. 1978. Human and Computer Control of Undersea Teleoperators. Technical Report. Cambridge, MA: MIT Man-Machine Systems Laboratory.
   Google Scholar
• Swets, J.A., and R.M. Pickett. 1982. Evaluation of Diagnostic Systems: Methods from Signal Detection Theory. New York, NY: Academic Press.
   Google Scholar
• Stanislaw, H., and N. Todorov. 1999. “Calculation of Signal Detection Theory Measures.” Behavior Research Methods, Instruments, & Computers 31 (1): 137–149.
   PubMedGoogle Scholar
• Wickens, C.D., and J.G. Hollands. 2000. Engineering Psychology and Human Performance. Upper Saddle River, NJ: Pearson Education/Prentice Hall.
   Google Scholar