Human Factors and Ergonomics in Automation Design

Handbook of Human Factors and Ergonomics: Fourth Edition

Volumn , Issue , 2012, Pages 1615-1642

  Lee, John D ^a   Seppelt, Bobbie D ^a  

^a University of Wisconsin Madison   (United States)

Author keywords

Automation, promises and pitfalls; Emerging challenges; Human factors and ergonomics; Representation aiding, multimodal feedback; Strategies, enhancing human automation

Indexed keywords

EID: 84886196073     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9781118131350.ch59     Document Type: Chapter

References (224)

1. Akkermans, H., and van Helden, K. (2002), "Vicious and Virtuous Cycles in ERP Implementation: A Case Study of Interrelations between Critical Success Factors," European Journal of Information Systems, Vol. 11, No. 1, pp. 35-46.
2. Anderson, J. R., and Libiere, C. (1998), Atomic Components of Thought, Lawrence Erlbaum Associates, Mahwah, NJ.
3. Bailey, N. R., Scerbo, M. W., Freeman, F. G., Mikulka, P. J., and Scott, L. A. (2006), "Comparison of a Brain-Based Adaptive System and a Manual Adaptable System for Invoking Automation," Human Factors, 48,4,693-709
4. Bainbridge, L.(1983), "Ironies of Automation," Automatica, Vol.19, No.6, pp.775-779.
5. Beck, H.P., Dzindolet, M.T., and Pierce, L.G.(2007), "Automation Usage Decisions: Controlling Intent and Appraisal Errors in a Target Detection Task," Human Factors, Vol.49, No.3, pp.429-437.
6. Beck, H.P., McKinney, J.B., Dzindolet, M.T., and Pierce, L.G.(2009), "Effects of Human-Machine Competition on Intent Errors in a Target Detection Task," Human Factors, Vol.51, pp.477-486.
7. Beni, G., and Wang, J.(1993), "Swarm Intelligence in Cellular Robotic Systems," in Robots and Biological Systems: Towards a New Bionics, P.Dario, G.Sansani, and P.Aebischer, Eds., Springer-Verlag, Berlin.
8. Bettman, J.R.J.E.J., and Payne, J.W.(1990), "A Computational Analysis of Cognitive Effort in Choice," Organizational Behavior and Human Decision Processes, Vol.45, pp.111-139.
9. Billings, C.E.(1997), Aviation Automation: The Search for a Human-Centered Approach, Lawrence Erlbaum Associates, Mahwah, NJ.
10. Bliss, J., and Acton, S.A.(2003), "Alarm Mistrust in Automobiles: How Collision Alarm Reliability Affects Driving," Applied Ergonomics, Vol.34, pp.499-509.
11. Bliss, J.P.(1997), "Alarm Reaction Patterns by Pilots as a Function of Reaction Modality," International Journal of Aviation Psychology, Vol.7, No.1, pp.1-14.
12. Bliss, J., Dunn, M., and Fuller, B.S.(1995), "Reversals of the Cry-Wolf Effect: An Investigation of Two Methods to Increase Alarm Response Rates," Perceptual and Motor Skills, Vol.80, pp.1231-1242.
13. Bocionek, S.R.(1995), "Agent Systems That Negotiate and Learn," International Journal of Human-Computer Studies, Vol.42, No.3, pp.265-288.
14. Bonabeau, E., Theraulaz, G., Deneubourg, J.L., Aron, S., and Camazine, S.(1997), "Self-Organization in Social Insects," Trends in Ecology and Evolution, Vol.12, No.5, pp.188-193.
15. Briggs, P., Burford, B., and Dracup, C.(1998), "Modeling Self- Confidence in Users of a Computer-Based System Showing Unrepresentative Design," International Journal of Human-Computer Studies, Vol.49, No.5, pp.717-742.
16. Broadbent, D.E.(1958), Perception and Communication, Pergamon, London.
17. Brooks, R.A., and Flynn, A.M.(1993), "A Robot Being," in Robots and Biological Systems: Towards a New Bionics, P.Dario, G.Sansani, and P.Aebischer, Eds., Springer- Verlag, Berlin.
18. Brooks, R.A., Maes, P., Mataric, M.J., and More, G.(1990), "Lunar Base Construction Robots," in Proceedings of the 1990 International Workshop on Intelligent Robots and Systems, Ibaraki, Japan, pp.389-392.
19. Bureau of Labor Statistics (2003) Census of Fatal Occupational Injuries, U.S.Department of Labor, Washington, DC.
20. Byrne, M.D., and Kirlik, A.(2005), "Using Computational Cognitive Modeling to Diagnose Possible Sources of Aviation Error," International Journal of Aviation Psychology, Vol.15, No.2, pp.135-155.
21. Byrne, M.D., and Kirlik, A.(2005), "Using Computational Cognitive Modeling to Diagnose Possible Sources of Aviation Error," International Journal of Aviation Psychology, Vol.15, No.2, pp.135-155.
22. Chervenak, A., et al.(2003), "High-Performance Remote Access to Climate Simulation Data: A Challenge Problem for Data Grid Technologies," Parallel Computing, Vol.29, No.10, pp.1335-1356.
23. Cohen, M.S., Parasuraman, R., and Freeman, J.(1999), "Trust in Decision Aids: A Model and Its Training Implications," Technical Report USAATCOM TR 97-D-4, Cognitive Technologies, Arlington, VA.
24. Cook, R.I., Woods, D.D., and Howie, M.B.(1990a), "The Natural History of Introducing New Information Technology into a Dynamic High-Risk Environment," in Proceedings of the Human Factors Society 34th Annual Meeting, Human Factors Society, Santa Monica, CA.
25. Cook, R.I., Woods, D.D., McColligan, E., and Howie, M.B.(1990b), "Cognitive Consequences of 'Clumsy' Automation on High Workload, High Consequence Human Performance," paper presented at the Space Operations, Applications and Research Symposium, SOAR '90, NASA Johnson Space Center, Houston, TX.
26. Crocoll, W.M., and Coury, B.G.(1990), "Status or Recommendation: Selecting the Type of Information for Decision Aiding," in Proceedings of the Human Factors Society 34th Annual Meeting, Vol.2, Human Factors Society, Santa Monica, CA, pp.1524-1528.
27. Dearden, A., Harrison, M., and Wright, P.(2000), "Allocation of Function: Scenarios, Context and the Economics of Effort," International Journal of Human-Computer Studies, Vol.52, No.2, pp.289-318.
28. Degani, A., and Heymann, M.(2002), "Formal Verification of Human-Automation Interaction," Human Factors, Vol.44, No.1, pp.28-43.
29. Deutsch, M.(1958), "Trust and Suspicion," Journal of Conflict Resolution, Vol.2, No.4, pp.265-279.
30. Deutsch, M.(1960), "The Effect of Motivational Orientation upon Trust and Suspicion," Human Relations, Vol.13, pp.123-139.
31. de Vries, P., Midden, C., and Bouwhuis, D.(2003), "The Effects of Errors on System Trust, Self-Confidence, and the Allocation of Control in Route Planning," International Journal of Human-Computer Studies, Vol.58, No.6, pp.719-735.
32. Dixon, S.R., Wickens, C.D., and McCarley, J.S.(2007), "On the Independence tf Compliance and Reliance: Are Automation False Alarms Worse Than Misses?," Human Factors, Vol.49, No.4, pp.564-572.
33. Dyer, J.H., and Singh, H.(1998), "The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage," Academy of Management Review, Vol.23, No.4, pp.660-679.
34. Dzindolet, M.T., Pierce, L.G., Beck, H.P., Dawe, L.A., and Anderson, B.W.(2001), "Predicting Misuse and Disuse of Combat Identification Systems," Military Psychology, Vol.13, No.3, pp.147-164.
35. Dzindolet, M.T., Pierce, L.G., Beck, H.P., and Dawe, L.A.(2002), "The Perceived Utility of Human and Automated Aids in a Visual Detection Task," Human Factors, Vol.44, No.1, pp.79-94.
36. Dzindolet, M.T., Peterson, S.A., Pomranky, R.A., Pierce, L.G., and Beck, H.P.(2003), "The Role of Trust in Automation Reliance," International Journal of Human- Computer Studies, Vol.58, No.6, pp.697-718.
37. Endsley, M.R., and Kaber, D.B.(1999), "Level of Automation Effects on Performance, Situation Awareness and Workload in a Dynamic Control Task," Ergonomics, Vol.42, No.3, pp.462-492.
38. Endsley, M.R., and Kiris, E.O.(1995), "The Out-of-the-Loop Performance Problem and Level of Control in Automation," Human Factors, Vol.37, No.2, pp.381-394.
39. Entin, E.B., Entin, E.E., and Serfaty, D.(1996), "Optimizing Aided Target-Recognition Performance," in Proceedings of the Human Factors and Ergonomics Society, Vol.1, Human Factors and Ergonomics Society, Santa Monica, CA, pp.233-237.
40. Eprath, A.R., and Young, L.R.(1981), "Monitoring vs.Manin- the-Loop Detection of Aircraft Control Failures," in Human Detection and Diagnosis of System Failures, J.Rasmussen and W.B.Rouse, Eds., Plenum, New York, pp.143-154.
41. Evans, L.(1991), Traffic Safety and the Driver, Van Nostrand Reinhold, New York.
42. Farrell, S., and Lewandowsky, S.(2000), "A Connectionist Model of Complacency and Adaptive Recovery under Automation," Journal of Experimental Psychology: Learning, Memory, and Cognition, Vol.26, No.2, pp.395-410.
43. Fitts, P.M.(1951), Human Engineering for an Effective Air Navigation and Traffic Control System, National Research Council, Washington, DC.
44. Flach, J.M.(1999), "Ready, Fire, Aim: A 'Meaning-Processing' Approach to Display Design," in Attention and Performance XVII, Cognitive Regulation of Performance: Interaction of Theory and Application, D.Gophen and A.Koriat, Eds., MIT Press, Cambridge, MA, pp.197-221.
45. Flach, J.M., and Jagacinski, R.J.(2002), Control Theory for Humans, Lawrence Erlbaum Associates, Mahwah, NJ.
46. Fogg, B., et al.(2001a), "Web Credibility Research: A Method for Online Experiments and Early Study Results," in Proceedings of the CHI Conference on Human Factors in Computing Systems, ACM, New York, pp.293-294.
47. Fogg, B., et al.(2001b), "What Makes Web Sites Credible? A Report on a Large Quantitative Study," in Proceedings of the CHI Conference on Human Factors in Computing Systems, Seattle, WA, ACM, New York, pp.293-294.
48. Fukuda, T., Funato, D., Sekiyama, K., and Arai, F.(1998), "Evaluation on Flexibility of a Swarm Intelligent System," in Proceedings of the 1998 IEEE International Conference on Robotics and Automation, Leuven, Belgium, pp.3210-3215.
49. Gao, J., and Lee, J.D.(2004), "Information Sharing, Trust, and Reliance: A Dynamic Model of Multi-Operator Multi-Automation Interaction," in Proceedings of the 5th Conference on Human Performance, Situation Awareness and Automation Technology, Vol.2, D.A.Vincenzi, M.Mouloua, and P.A.Hancock, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.34-39.
50. Gao, J., and Lee, J.D.(2006), "A Dynamic Model of Interaction between Reliance on Automation and Cooperation in Multi-Operator Multi-Automation Situations," International Journal of Industrial Ergonomics, Vol.36, No.5, pp.512-526.
51. Gibson, J.J.(1962), "Observations on Active Touch," Psychological Review, Vol.69, pp.477-491.
52. Goodrich, M.A., and Boer, E.R.(2003), "Model-Based Human-Centered Task Automation: A Case Study in ACC System Design," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.33, No.3, pp.325-336.
53. Grabowski, M.R., and Hendrick, H.(1993), "How Low Can We Go? Validation and Verification of a Decision Support System for Safe Shipboard Manning," IEEE Transactions on Engineering Management, Vol.40, No.1, pp.41-53.
54. Guerlain, S.A., et al.(1999), "Interactive Critiquing as a Form of Decision Support: An Empirical Evaluation," Human Factors, Vol.41, No.1, pp.72-89.
55. Guerlain, S., Jamieson, G.A., Bullemer, P., and Blair, R.(2002), "The MPC Elucidator: A Case Study in the Design for Human-Automation Interaction," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.32, No.1, pp.25-40.
56. Gupta, N., Bisantz, A.M., and Singh, T.(2002), "The Effects of Adverse Condition Warning System Characteristics on Driver Performance: An Investigation of Alarm Signal Type and Threshold Level," Behaviour and Information Technology, Vol.21, No.4, pp.235-248.
57. Halprin, S., Johnson, E., and Thornburry, J.(1973), "Cognitive Reliability in Manned Systems," IEEE Transactions on Reliability, Vol.22, pp.165-169.
58. Hancock, P.A.(1996), "Teleology of Technology," in Automation and Human Performance, R.Parasuraman and M.Mouloua, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.461-498.
59. Hancock, P.A., and Warm, J.S.(1989), "A Dynamic Model of Stress and Sustained Attention," Human Factors, Vol.31, No.5, pp.519-537.
60. Handfield, R.B., and Bechtel, C.(2002), "The Role of Trust and Relationship Structure in Improving Supply Chain Responsiveness," Industrial Marketing Management, Vol.31, No.4, pp.367-382.
61. Harris, W.C., Hancock, P.A., Arthur, E.J., and Caird, J.K.(1995), "Performance, Workload, and Fatigue Changes Associated with Automation," International Journal of Aviation Psychology, Vol.5, No.2, pp.169-185.
62. Hendricks, K.B., and Singhal, V.R.(2003), "The Effect of Supply Chain Glitches on Shareholder Wealth," Journal of Operations Management, Vol.21, No.5, pp.501-522.
63. Heymann, M., and Degani, A.(2007), "Formal Analysis and Automatic Generation of User Interfaces: Approach, Methodology, and an Algorithm," Human Factors, Vol.49, No.2, pp.311-330.
64. Hoc, J.M.(1993), "Some Dimensions of a Cognitive Typology of Process-Control Situations," Ergonomics, Vol.36, No.11, pp.1445-1455.
65. Hoc, J.M.(2000), "From Human-Machine Interaction to Human-Machine Cooperation," Ergonomics, Vol.43, No.7, pp.833-843.
66. Hoc, J.H.(2001), "Towards a Cognitive Approach to Human- Machine Cooperation in Dynamic Situations," International Journal of Human-Computer Studies, Vol.54, No.4, pp.509-540.
67. Hollan, J., Hutchins, E., and Kirsh, D.(2000), "Distributed Cognition: Toward a New Foundation for Human-Computer Interaction Research," ACM Transactions on Computer-Human Interaction, Vol.7, No.2, pp.174-196.
68. Hollnagel, E., and Bye, A.(2000), "Principles for Modelling Function Allocation," International Journal of Human- Computer Studies, Vol.52, No.2, pp.253-265.
69. Hovland, C.I., Janis, I.L., and Kelly, H.H.(1953), Communication and Persuasion: Psychological Studies of Opinion Change, Yale University Press, New Haven, CT.
70. Hughes, J.S., Rice, S., Trafimow, D., and Clayton, K.(2009), "The Automated Cockpit: A Comparison of Attitudes towards Human And Automated Pilots," Transportation Research Part F-Traffic Psychology and Behaviour, Vol.12, No.5, pp.428-439.
71. Hutchins, E.(1995), Cognition in the Wild , MIT Press, Cambridge, MA.
72. Inagaki, T.(2003), "Automation and the Cost of Authority," International Journal of Industrial Ergonomics, Vol.31, No.3, pp.169-174.
73. Johnson, P.J., and Bay, J.S.(1995), "Distributed Control of Simulated Autonomous Mobile Robot Collectives in Payload Transportation," Autonomous Robots, Vol.2, No.1, pp.43-63.
74. Jones, P.M., and Jacobs, J.L.(2000), "Cooperative Problem Solving in Human-Machine Systems: Theory, Models, and Intelligent Associate Systems," IEEE Transactions on Systems, Man and Cybernetics, Part C, Applications and Reviews, Vol.30, No.4, pp.397-407.
75. Kaber, D.B., Onal, E., and Endsley, M.R.(2000), "Design of Automation for Telerobots and the Effect on Performance, Operator Situation Awareness, and Subjective Workload," Human Factors and Ergonomics in Manufacturing, Vol.10, No.4, pp.409-430.
76. Kaber, D.B., Riley, J.M., Tan, K.W., and Endsley, M.R.(2001), "On the Design of Adaptive Automation for Complex Systems," International Journal of Cognitive Ergonomics, Vol.5, No.1, pp.37-57.
77. Kantowitz, B.H., and Sorkin, R.D.(1987), "Allocation of Functions," in Handbook of Human Factors, G.Salvendy, Ed., Wiley, New York, pp.355-369.
78. Kirlik, A.(1993), "Modeling Strategic Behavior in Human- Automation Interaction: Why an 'Aid' Can (and Should) Go Unused," Human Factors, Vol.35, No.2, pp.221-242.
79. Klein, G., Ross, K.G., Moon, B.M., Klein, D.E., Hoffman, R.R., and Hollnagel, E.(2003), "Macrocognition," IEEE Intelligent Systems, Vol.18, No.3, pp.81-85.
80. Klein, G., Woods, D.D., Bradshaw, J.M., Hoffman, R.R., and Feltovich, P.J.(2004), "Ten Challenges for Making Automation A 'Team Player' In Joint Human-Agent Activity," IEEE Intelligent Systems, Vol.19, No.6, pp.91-95.
81. Landauer, T.K.(1995), The Trouble with Computers: Usefulness, Usability, and Productivity, MIT Press, Cambridge, MA.
82. Lee, J.D.(1997), "A Functional Description of ATIS/CVO Systems to Accommodate Driver Needs and Limits," in Ergonomics and Safety of Intelligent Driver Interfaces, Y.I.Noy, Ed., Lawrence Erlbaum Associates, Mahwah, NJ, pp.63-84.
83. Lee, J.D.(2001), "Emerging Challenges in Cognitive Ergonomics: Managing Swarms of Self-Organizing Agent-Based Automation," Theoretical Issues in Ergonomics Science, Vol.2, No.3, pp.238-250.
84. Lee, J.D.(2006), "Affect, Attention, and Automation," in Attention: From Theory to Practice, A.Kramer, D.Wiegmann, and A.Kirlik, Eds., Oxford University Press, New York.
85. Lee, J.D., and Gao, J.(2006), "Trust, Automation, and Cooperation in Supply Chains," Supply Chain Forum: An International Journal, Vol.6, No.2, pp.82-89.
86. Lee, J.D., and Kantowitz, B.K.(2005), "Network Analysis of Information Flows to Integrate In-Vehicle Information Systems," International Journal of Vehicle Information and Communication Systems, Vol.1, No.1/2, pp.24-43.
87. Lee, J.D., and Moray, N.(1992), "Trust, Control Strategies and Allocation of Function in Human-Machine Systems," Ergonomics, Vol.35, No.10, pp.1243-1270.
88. Lee, J.D., and Moray, N.(1994), "Trust, Self-Confidence, and Operators' Adaptation to Automation," International Journal of Human-Computer Studies, Vol.40, pp.153-184.
89. Lee, J.D., and Morgan, J.(1994), "Identifying Clumsy Automation at the Macro Level: Development of a Tool to Estimate Ship Staffing Requirements," in Proceedings of the Human Factors and Ergonomics Society 38th Annual Meeting, Vol.2, Human Factors and Ergonomics Society, Santa Monica, CA, pp.878-882.
90. Lee, J.D., and Sanquist, T.F.(1996), "Maritime Automation," in Automation and Human Performance, R.Parasuraman and M.Mouloua, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.365-384.
91. Lee, J.D., and Sanquist, T.F.(2000), "Augmenting the Operator Function Model with Cognitive Operations: Assessing the Cognitive Demands of Technological Innovation in Ship Navigation," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.30, No.3, pp.273-285.
92. Lee, J.D., and See, K.A.(2004), "Trust in Technology: Designing for Appropriate Reliance," Human Factors, Vol.46, No.1, pp.50-80.
93. Lee, J.D., and Seppelt, B.D.(2009), "Human Factors of Automation Design," in Handbook of Automation Design, S.Nof, Ed., Springer, New York, pp.417-436.
94. Lee, J.D., and Strayer, D.L.(2004), "Preface to a Special Section on Driver Distraction," Human Factors, Vol.46, pp.583-586.
95. Lee, H.L., and Whang, S.J.(2000), "Information Sharing in a Supply Chain," International Journal of Technology Management, Vol.20, Nos.3-4, pp.373-387.
96. Lee, J.D., Gore, B.F., and Campbell, J.L.(1999), "Display Alternatives for In-Vehicle Warning and Sign Information: Message Style, Location, and Modality," Transportation Human Factors Journal, Vol.1, No.4, pp.347-377.
97. Lee, J.D., Hoffman, J.D., and Hayes, E.(2004), "Collision Warning Design to Mitigate Driver Distraction," in Proceedings of CHI , Association for Computing Machinery, Vienna, Austria, ACM, New York, pp.65-72.
98. Lees, M.N., and Lee, J.D.(2007), "The Influence of Distraction and Driving Context ON Driver Response to Imperfect Collision Warning Systems," Ergonomics, Vol.50, No.8, pp.1264-1286.
99. Leveson, N.G.(1995), Safeware: System Safety and Computers, Addison-Wesley, Reading, MA.
100. Lewandowsky, S., Mundy, M., and Tan, G.(2000), "The Dynamics of Trust: Comparing Humans to Automation," Journal of Experimental Psychology: Applied, Vol.6, No.2, pp.104-123.
101. Lewis, M.(1998), "Designing for Human-Agent Interaction," AI Magazine, Vol.19, No.2, pp.67-78.
102. Lorch, M., and Kafura, D.(2002), "Supporting Secure Ad- Hoc User Collaboration in Grid Environments," Grid Computing, Vol.2536, pp.181-193.
103. Lutzhoft, M.H., and Dekker, S.W.A.(2002), "On YourWatch: Automation on the Bridge," Journal of Navigation, Vol.55, No.1, pp.83-96.
104. MacMillan, J., Entin, E.B., and Serfaty, D.(1994), "Operator Reliance on Automated Support for Target Acquisition," in Proceedings of the Human Factors and Ergonomics Society 38th Annual Meeting, Vol.2, Human Factors and Ergonomics Society, Santa Monica, CA, pp.1285-1289.
105. Madhavan, P., and Wiegman, D.A.(2007), "Similarities and Differences between Human-Human and Human- Automation Trust: An Integrative Review," Theoretical Issues in Ergonomics Science, Vol.8, No.4, pp.277-301.
106. Madhavan, P., Wiegmann, D.A., and Lacson, F.C.(2006), "Automation Failures on Tasks Easily Performed by Operators Undermine Trust in Automated Aids," Human Factors, Vol.48, No.2, pp.241-256.
107. Mayer, R.C., Davis, J.H., and Schoorman, F.D.(1995), "An Integrative Model of Organizational Trust," Academy of Management Review, Vol.20, No.3, pp.709-734.
108. McFadden, S., Vimalachandran, A., and Blackmore, E.(2003), "Factors Affecting Performance on a Target Monitoring Task Employing an Automatic Tracker," Ergonomics, Vol.47, No.3, pp.257-280.
109. Metzger, U., and Parasuraman, R.(2001), "The Role of the Air Traffic Controller in Future Air Traffic Management: An Empirical Study of Active Control Versus Passive Monitoring," Human Factors, Vol.43, No.4, pp.519-528.
110. Meyer, J.(2001), "Effects of Warning Validity and Proximity on Responses to Warnings," Human Factors, Vol.43, No.4, pp.563-572.
111. Meyer, J.(2004), "Conceptual Issues in the Study of Dynamic Hazard Warnings," Human Factors, Vol.46, No.2, pp.196-204.
112. Meyer, J., and Bitan, Y.(2002), "Why Better Operators Receive Worse Warnings," Human Factors, Vol.44, No.3, pp.343-353.
113. Michon, J.A.(1985), "A Critical View of Driver Behavior Models: What Do We Know, What Should We Do?" in Human Behavior and Traffic Safety, L.Evans and R.C.Schwing, Eds., Plenum, New York, pp.485-520.
114. Miller, C.A.(2002), "Definitions and Dimensions of Etiquette," in Etiquette for Human-Computer Work, C.Miller, Ed., Technical Report FS-02-02, American Association for Artificial Intelligence, Menlo Park, CA, pp.1-7.
115. Miller, C.A., and Funk, H.B.(2001), "Associates with Etiquette: Communication to Make Human-Automation Interaction More Natural, Productive and Polite," in Proceedings of the 8th European Conference on Cognitive Science Approaches to Process Control , Munich, September 24-26, pp.1-8.
116. Min, T.W., and Yin, H.K.(1998), "A Decentralized Approach for Cooperative Sweeping by Multiple Mobile Robots," in Proceedings of the 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems, Victoria, B.C., Canada, pp.380-385.
117. Minsky, M.(1986), The Society of Mind, Simon h& Schuster, New York.
118. Mollenhauer, M.A., Dingus, T.A., Carney, C., Hankey, J.M., and Jahns, S.(1997), "Antilock Brake Systems: An Assessment of Training on Driver Effectiveness," Accident Analysis and Prevention, Vol.29, No.1, pp.97-108.
119. Montgomery, D.A., and Sorkin, R.D.(1996), "Observer Sensitivity to Element Reliability in a Multielement Visual Display," Human Factors, Vol.38, No.3, pp.484-494.
120. Moray, N.(2003), "Monitoring, Complacency, Scepticism and Eutactic Behaviour," International Journal of Industrial Ergonomics, Vol.31, No.3, pp.175-178.
121. Moray, N., Inagaki, T., and Itoh, M.(2000), "Adaptive Automation, Trust, and Self-Confidence in Fault Management of Time-Critical Tasks," Journal of Experimental Psychology: Applied, Vol.6, No.1, pp.44-58.
122. Mosier, K.L., Skitka, L.J., Heers, S., and Burdick, M.(1998), "Automation Bias: Decision Making and Performance in High-Tech Cockpits," International Journal of Aviation Psychology, Vol.8, No.1, pp.47-63.
123. Muir, B.M., and Moray, N.(1996), "Trust in Automation, 2: Experimental Studies of Trust and Human Intervention in a Process Control Simulation," Ergonomics, Vol.39, No.3, pp.429-460.
124. Mulder, M., Van Paassen, M.M., and Abbink, D.A.(2008), "Haptic Gas Pedal Feedback," Ergonomics, Vol.51, No.11, pp.1710-1720.
125. Mulkerin, T.(2003), "Free Flight Is in the Future: Large-Scale Controller Pilot Data Link Communications Emulation Testbed," IEEE Aerospace and Electronic Systems Magazine, Vol.18, No.9, pp.23-27.
126. Murray, J., and Liu, Y.(1997), "Hortatory Operations in Highway Traffic Management," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.27, No.3, pp.340-350.
127. Nagel, D.C.(1988), "Human Error in Aviation Operations," in Human Factors in Aviation, E.Weiner and D.Nagel, Eds., Academic, New York, pp.263-303.
128. Nass, C., and Lee, K.N.(2001), "Does Computer- Synthesized Speech Manifest Personality? Experimental Tests of Recognition, Similarity-Attraction, and Consistency-Attraction," Journal of Experimental Psychology: Applied, Vol.7, No.3, pp.171-181.
129. National Transportation Safety Board (NTSB) (1990), "Marine Accident Report: Grounding of the U.S.Tankship Exxon Valdez on Bligh Reef, Prince William Sound, Valdez, Alaska, March 24, 1989," Report NTSB/MAR90/04, NTSB, Washington, DC.
130. National Transportation Safety Board (NTSB) (1997), "Marine Accident Report: Grounding of the Panamanian Passenger Ship Royal Majesty on Rose and Crown Shoal near Nantucket, Massachusetts, June 10, 1995," Report NTSB/MAR97/01, NTSB, Washington, DC.
131. Nickerson, R.S.(1999)in Automation, Technology and Human Performance, M.W.Scerbo and M.Mouloua, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.11-19.
132. Nikolic, M.I., and Sarter, N.B.(2001), "Peripheral Visual Feedback: A Powerful Means of Supporting Effective Attention Allocation in Event-Driven, Data-Rich Environments," Human Factors, Vol.43, No.1, pp.30-38.
133. Norman, D.A.(1990), "The 'Problem' with Automation: Inappropriate Feedback and Interaction, Not 'Overautomation,'" Philosophical Transactions of the Royal Society, London, Series B, Biological Sciences, Vol.327, No.1241, pp.585-593.
134. Norman, D.A.(1993), Things That Make Us Smart, Addison- Wesley, Reading, MA.
135. Norman, D.A.(2003) "Interaction Design for Automobile Interiors," available: http://www.jnd.org/dn.mss/ InteractDsgnAutos.html, accessed April 8, 2004.
136. Ockerman, J.J.(1999), "Over-Reliance Issues with Task- Guidance Systems," in Proceedings of the Human Factors and Ergonomics Society 43rd Annual Meeting, Vol.2, Human Factors and Ergonomics Society, Santa Monica, CA, pp.1192-1196.
137. Olson, W.A., and Sarter, N.B.(2000), "Automation Management Strategies: Pilot Preferences and Operational Experiences," International Journal of Aviation Psychology, Vol.10, No.4, pp.327-341.
138. Olson, W.A., and Sarter, N.B.(2001), "Management by Consent in Human-Machine Systems: When and Why It Breaks Down," Human Factors, Vol.43, No.2, pp.255-266.
139. Parasuraman, R., and Riley, V.(1997), "Humans and Automation: Use, Misuse, Disuse, Abuse," Human Factors, Vol.39, No.2, pp.230-253.
140. Parasuraman, R., Molloy, R., and Singh, I.(1993), "Performance Consequences of Automation-Induced 'Complacency'" international .Journal of Aviation Psychology, Vol.3, No.1, pp.1-23.
141. Parasuraman, R., Mouloua, M., and Molloy, R.(1994), "Monitoring Automation Failures in Human-Machine Systems," in Human Performance in Automated Systems: Current Research and Trends, M.Mouloua and R.Parasuraman, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.45-49.
142. Parasuraman, R., Mouloua, M., and Molloy, R.(1996), "Effects of Adaptive Task Allocation on Monitoring of Automated Systems," Human Factors, Vol.38, No.4, pp.665-679.
143. Parasuraman, R., Hancock, P.A., and Olofinboba, O.(1997), "Alarm Effectiveness in Driver-Centred Collision- Warning Systems," Ergonomics, Vol.40, No.3, pp.390-399.
144. Parasuraman, R., Sheridan, T.B., and Wickens, C.D.(2000), "A Model for Types and Levels of Human Interaction with Automation," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.30, No.3, pp.286-297.
145. Patterson, E.S.(1999), "A Simulation Study of Computer- Supported Inferential Analysis Under Data Overload," in Proceedings of the Human Factors and Ergonomics Society 43rd Annual Meeting, Vol.1, Human Factors and Ergonomics Society, Santa Monica, CA, pp.363-368.
146. Payne, J.W., Bettman, J.R., Coupey, E., and Johnson, E.J.(1992), "A Constructive Process View of Decision- Making: Multiple Strategies in Judgment and Choice," Acta Psychologica, Vol.80, Nos.1-3, pp.107-141.
147. Perrow, C.(1984), Normal Accidents, Basic Books, New York.Pickrell, D., and Schimek, P.(1999) "Growth in Motor Vehicle Ownership and Use: Evidence from the Nationwide Personal Transportation Survey," Journal of Transportation and Statistics, Vol.2, No.1, pp.1-18.
148. Prinzel, L.J., Freeman, F.C., Scerbo, M.W., Mikulka, P.J., and Pope, A.T.(2000), "A Closed-Loop System for Examining Psychophysiological Measures for Adaptive Task Allocation," International Journal of Aviation Psychology, Vol.10, No.4, pp.393-410.
149. Ranney, T.A.(1994), "Models of Driving Behavior: A Review of Their Evolution," Accident Analysis and Prevention, Vol.26, No.6, pp.733-750.
150. Rasmussen, J.(1986), Information Processing and Human- Machine Interaction: An Approach to Cognitive Engineering, North-Holland, New York.
151. Reeves, B., and Nass, C.(1996), The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places, Cambridge University Press, New York.
152. Rempel, J.K., Holmes, J.G., and Zanna, M.P.(1985), "Trust in Close Relationships," Journal of Personality and Social Psychology, Vol.49, No.1, pp.95-112.
153. Resnick, M.(1991), Turtles, Termites, and Traffic Jams: Explorations in Massively Parallel Microworlds, MIT Press, Cambridge, MA.
154. Riley, V.(1989), "A General Model of Mixed-Initiative Human-Machine Systems," in Proceedings of the Human Factors and Ergonomics Society 33rd Annual Meeting, Human Factors and Ergonomics Society, Santa Monica, CA, pp.124-128.
155. Riley, V.(2001), "A New Language for Pilot Interfaces," Ergonomics in Design, Vol.9, No.2, pp.21-27.
156. Riley, V.A.(1994), "Human Use of Automation," Ph.D.dissertation, University of Minnesota, Minneapolis, MN.
157. Ross, W., and LaCroix, J.(1996), "Multiple Meanings of Trust in Negotiation Theory and Research: A Literature Review and Integrative Model," International Journal of Conflict Management,vol 7,no 4,314-360
158. Roth, E.M., and Woods, D.D.(1988), "Aiding Human Performance, I: From Cognitive Analysis to Support Systems," Human Factors, Vol.51, No.1, pp.39-64.
159. Roth, E.M., Bennett, K.B., and Woods, D.D.(1987), "Human Interaction with an 'Intelligent' Machine," International Journal of Man-Machine Studies, Vol.27, pp.479-526.
160. Roth, E.M., Bennett, K.B., and Woods, D.D.(1988), "Human Interaction with an 'Intelligent' Machine," in Cognitive Engineering in Complex, Dynamic Worlds, G.Mancini, D.D.Woods, and E.Hollnagel, Eds., Academic Press, London, pp.23-69.
161. Rotter, J.B.(1967), "A New Scale for the Measurement of Interpersonal Trust," Journal of Personality, Vol.35, No.4, pp.651-665.
162. Rouse, W.B.(1988), "Adaptive Aiding for Human/Computer Control," Human Factors, Vol.30, pp.431-443.
163. Sagberg, F., Fosser, S., and Saetermo, I.A.F.(1997), "An Investigation of Behavioural Adaptation to Airbags and Antilock Brakes among Taxi Drivers," Accident Analysis and Prevention, Vol.29, No.3, pp.293-302.
164. Sarter, N.B.(2000), "The Need for Multisensory Interfaces in Support of Effective Attention Allocation in Highly Dynamic Event-Driven Domains: The Case of Cockpit Automation," International Journal of Aviation Psychology, Vol.10, No.3, pp.231-245.
165. Sarter, N.B., and Schroeder, B.(2001), "Supporting Decision Making and Action Selection under Time Pressure and Uncertainty: The Case of In-Flight Icing," Human Factors, Vol.43, No.4, pp.573-583.
166. Sarter, N.B., and Woods, D.D.(1994), "Decomposing Automation: Autonomy, Authority, Observability and Perceived Animacy," in Human Performance in Automated Systems: Current Research and Trends, M.Mouloua and R.Parasuraman, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.22-27.
167. Sarter, N.B., and Woods, D.D.(1995), "How in the World Did We Ever Get in That Mode? Mode Error and Awareness in Supervisory Control," Human Factors, Vol.37, No.1, pp.5-19.
168. Sarter, N.B., and Woods, D.D.(1997), "Team Play with a Powerful and Independent Agent: Operational Experiences and Automation Surprises on the Airbus A- 320," Human Factors, Vol.39, No.4, pp.553-569.
169. Sarter, N.B., and Woods, D.D.(2000), "Team Play with a Powerful and Independent Agent: A Full-Mission Simulation Study," Human Factors, Vol.42, No.3, pp.390-402.
170. Sarter, N.B., Woods, D.D., and Billings, C.E.(1997), "Automation Surprises," in Handbook of Human Factors and Ergonomics, 2nd ed., G.Salvendy, Ed., Wiley, New York, pp.1926-1943.
171. Sarter, N.B., Mumaw, R.J., and Wickens, C.D.(2007), "Pilots' Monitoring Strategies and Performance on Automated Flight Decks: An Empirical Study Combining Behavioral and Eye-Tracking Data," Human Factors, Vol.49, No.3, pp.347-357.
172. Scallen, S.F., and Hancock, P.A.(2001), "Implementing Adaptive Function Allocation," International Journal of Aviation Psychology, Vol.11, No.2, pp.197-221.
173. Scerbo, M.W.(1996), "Theoretical Perspectives on Adaptive Automation," in Automation and Human Performance, R.Parasuraman and M.Mouloua, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.37-63.
174. Schuffel, J.J., Boer, P.A., and van Breda, L.(1988), "The Ship's Wheelhouse of the Nineties: The Navigation Performance and Mental Workload of the Officer of the Watch," Journal of Navigation, Vol.42, No.1, pp.60-72.
175. Seeley, T.D.(1997), "Honey Bee Colonies Are Group- Level Adaptive Units," American Naturalist, Vol.150, pp.S22-S41.
176. Seifert, C.M., and Hutchins, E.L.(1992), "Error as Opportunity: Learning in a Cooperative Task," Human- Computer Interaction, Vol.7, pp.409-435.
177. Sharit, J.(2003), "Perspectives on Computer Aiding in Cognitive Work Domains: Toward Predictions of Effectiveness and Use," Ergonomics, Vol.46, Nos.1-3, pp.126-140.
178. Sheridan, T.B.(1992), Telerobotics, Automation, and Human Supervisory Control , MIT Press, Cambridge, MA.
179. Sheridan, T.B.(2000), "Function Allocation: Algorithm, Alchemy or Apostasy?" International Journal of Human- Computer Studies, Vol.52, No.2, pp.203-216.
180. Sheridan, T.B.(2002), Humans and Automation, Wiley, New York.
181. Sheridan, T.B., and Ferrell, W.R.(1974), Man-Machine Systems: Information, Control, and Decision Models of Human Performance, MIT Press, Cambridge, MA.
182. Sheridan, T.B., and Hennessy, R.T.(1984), Research and Modeling of Supervisory Control Behavior, National Academy Press, Washington, DC.
183. Sheridan, T.B., and Parasuraman, R.(2000), "Human Versus Automation in Responding to Failures: An Expected- Value Analysis," Human Factors, Vol.42, No.3, pp.403-407.
184. Sheridan, T.B., and Verplank, W.L.(1978), "Human and Computer Control of Undersea Teleoperators," Technical Report, Man-Machine Systems Laboratory, Department of Mechanical Engineering, MIT, Cambridge, MA.
185. Singh, D.T., and Singh, P.P.(1997), "Aiding DSS Users in the Use of Complex OR Models," Annals of Operations Research, Vol.72, pp.5-27.
186. Sitkin, S.B., and Roth, N.L.(1993), "Explaining the Limited Effectiveness of Legalistic 'Remedies' for Trust/Distrust," Organization Science, Vol.4, No.3, pp.367-392.
187. Skitka, L.J., Mosier, K.L., and Burdick, M.(1999), "Does Automation Bias Decision-Making?", International Journal of Human-Computer Studies, Vol.51, No.5, pp.991-1006.
188. Skitka, L.J., Mosier, K., and Burdick, M.D.(2000a), "Accountability and Automation Bias," International Journal of Human-Computer Studies, Vol.52, No.4, pp.701-717.
189. Skitka, L.J., Mosier, K.L., Burdick, M., and Rosenblatt, B.(2000b), "Automation Bias and Errors: Are Crews Better Than Individuals?" International ,Journal of Aviation Psychology, Vol.10, No.1, pp.85-97.
190. Sklar, A.E., and Sarter, N.B.(1999), "Good Vibrations: Tactile Feedback in Support of Attention Allocation and Human- Automation Coordination in Event-Driven Domains," Human Factors, Vol.41, No.4, pp.543-552.
191. Smilowitz, K.(2006), "Multi-Resource Routing with Flexible Tasks: An Application in Drayage Operations," IEMS Working Paper.
192. Smith, P.J., McCoy, E., and Layton, C.(1997), "Brittleness in the Design of Cooperative Problem-Solving Systems: The Effects on User Performance," IEEE Transactions on Systems, Man and Cybernetics, Part A, Systems and Humans, Vol.27, No.3, pp.360-371.
193. Sniezek, J.A., Wilkins, D.C., Wadlington, P.L., and Baumann, M.R.(2002), "Training for Crisis Decision-Making: Psychological Issues and Computer-Based Solutions," Journal of Management Information Systems, Vol.18, No.4, pp.147-168.
194. Stanton, N.A., and Pinto, M.(2000), "Behavioural Compensation by Drivers of a Simulator When Using a Vision Enhancement System," Ergonomics, Vol.43, No.9, pp.1359-1370.
195. Stanton, N.A., and Young, M.S.(1998), "Vehicle Automation and Driving Performance," Ergonomics, Vol.41, No.7, pp.1014-1028.
196. Stanton, N.A., Young, M., and McCaulder, B.(1997), "Driveby- Wire: The Case of Driver Workload and Reclaiming Control with Adaptive Cruise Control," Safety Science, Vol.27, No.2-3, pp.149-159.
197. Sterman, J.D.(1989), "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision- Making Experiment," Management Science, Vol.35, No.3, pp.321-339.
198. Stickland, T.R., Britton, N.F., and Franks, N.R.(1995), "Complex Trails and Simple Algorithms in Ant Foraging," Proceedings of the Royal Society of London, Series B, Biological Sciences, Vol.260, No.1357, pp.53-58.
199. Strain, J., and Eason, K.(2000), "Exploring the Implications of Allocation of Function for Human Resource Management in the Royal Navy," International Journal of Human- Computer Studies, Vol.52, No.2, pp.319-334.
200. Sugihara, K., and Suzuki, I.(1990), "Distributed Motion Coordination of Multiple Mobile Robots," in Proceedings of the 5th IEEE International Symposium on Intelligent Control , Philadelphia, Pennsylvania, pp.138-143.
201. Tenner, E.(1996), Why Things Bite Back: Technology and the Revenge of Unanticipated Consequences, Alfred A.Knopf, New York.
202. Tenney, Y.J., Rogers, W.H., and Pew, R.W.(1998), "Pilot Opinions on Cockpit Automation Issues," International Journal of Aviation Psychology, Vol.8, No.2, pp.103-120.
203. Todd, P., and Benbasat, I.(1999) "Evaluating the Impact of DSS, Cognitive Effort, and Incentives on Strategy Selection," Information Systems Research, Vol.10, No.4, pp.356-374.
204. Todd, P., and Benbasat, I.(1999), "Evaluating the Impact of DSS, Cognitive Effort, and Incentives on Strategy Selection," Information Systems Research, Vol.10, No.4, pp.356-374.
205. Todd, P., and Benbasat, I.(2000), "Inducing Compensatory Information Processing through Decision Aids That Facilitate Effort Reduction: An Experimental Assessment," Journal of Behavioral Decision Making, Vol.13, No.1, pp.91-106.
206. Tseng, S., and Fogg, B.J.(1999), "Credibility and Computing Technology," Communications of the ACM, Vol.42, No.5, pp.39-44
207. Vicent e, K.J.(1999) Cognitive Work Analysis: Towards Safe, Productive, and Healthy Computer-Based Work , Lawrence Erlbaum Associates, Mahwah, NJ.
208. Wang, J.A., Knipling, R.R., and Blincoe, L.J.(1999), "The Dimensions of Motor Vehicle Crash Risk," Journal of Transportation and Statistics, Vol.2, No.1, pp.19-44.
209. Ward, N.J.(2000), "Automation of Task Processes: An Example of Intelligent Transportation Systems," Human Factors and Ergonomics in Manufacturing, Vol.10, No.4, pp.395-408.
210. Wickens, C.D., and Kessel, C.(1981), "Failure Detection in Dynamic Systems," in Human Detection and Diagnosis of System Failures, J.Rasmussen and W.B.Rouse, Eds., Plenum, New York, pp.155-169.
211. Wickens, C.D., Rice, S., Keller, D., Hutchins, S., Hughes, J.and Clayton, K.(2009), "False Alerts in the Air Traffic Control Traffic Conflict Alerting System: Is There a Cry Wolf Effect?," Human Factors,Vol.51, No.4, pp.446-62.
212. Wiener, E.L.(1989), "Human Factors of Advanced Technology ("Glass Cockpit") Transport Aircraft," NASA Contractor Report 177528, NASA Ames Research Center, Moffett Field, CA.
213. Wilde, G.J.S.(1988), "Risk Homeostasis Theory and Traffic Accidents: Propositions, Deductions and Discussion of Dissension in Recent Reactions," Ergonomics, Vol.31, No.4, pp.441-468.
214. Wilde, G.J.S.(1989), "Accident Countermeasures and Behavioral Compensation: The Position of Risk Homeostasis Theory," Journal of Occupational Accidents, Vol.10, No.4, pp.267-292.
215. Woods, D.D.(1987), "Commentary: Cognitive Engineering in Complex and Dynamic Worlds," International Journal of Man-Machine Studies, Vol.27, pp.571-585.
216. Woods, D.D.(1991), "Nosocomial Automation: Technology- Induced Complexity and Human Performance," in Proceedings of the 1991 IEEE International Conference on Systems, Man, and Cybernetics, Charlottesville, VA, pp.1279-1282.
217. Woods, D.D.(1994), "Automation: Apparent Simplicity, Real Complexity," in Human Performance in Automated Systems: Current Research and Trends, M.Mouloua and R.Parasuraman, Eds., Lawrence Erlbaum Associates, Mahwah, NJ, pp.3-17.
218. Woods, D.D., Potter, S.S., Johannesen, L., and Holloway, M.(1991), "Human Interaction with Intelligent Systems: Trends, Problems, New Directions," CSEL Report 1991- 001, Ohio State University, Columbus, OH.
219. Woods, D.D., Patterson, E.S., Roth, E.M., and Christoffersen, K.(1999) "Can We Ever Escape from Data Overload? A Cognitive Systems Diagnosis," in Proceedings of the Human Factors and Ergonomics 43rd Annual Meeting, Vol.1, Human Factors and Ergonomics Society, Santa Monica, CA, pp.174-179.
220. Yeh, M., and Wickens, C.D.(2001), "Display Signaling in Augmented Reality: Effects of Cue Reliability and Image Realism on Attention Allocation and Trust Calibration,"Human Factors, Vol.43, pp.355-365.
221. Young, M.S., and Stanton, N.A.(2007), "Driving Automation: Learning from Aviation about Design Philosophies," International Journal of Vehicle Design, Vol.45, No.3, pp.323-338.
222. Zhao, X.D., and Xie, J.X.(2002), "Forecasting Errors and the Value of Information Sharing in a Supply Chain," International Journal of Production Research, Vol.40, No.2, pp.311-335.
223. Zhou, T.S., Lu, J.H., Chen, L.N., Jing, Z.J., and Tang, Y.(2003), "On the Optimal Solutions for Power Flow Equations," International Journal of Electrical Power and Energy Systems, Vol.25, No.7, pp.533-541.
224. Zuboff, S.(1988), In the Age of Smart Machines: The Future of Work Technology and Power, Basic Books, New York.