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Safety Warnings for Automation

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Springer Handbook of Automation

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Abstract

Automated systems can provide tremendous benefits to users; however, there are also potential hazards that users must be aware of to safely operate and interact with them. To address this need, safety warnings are often provided to operators and others who might be placed at risk by the system. This chapter discusses some of the roles safety warnings can play in automated systems, from both the traditional perspective of warnings as a form of hazard control and the perspective of warnings as a form of automation. During this discussion, the chapter addresses some of the types of warnings that might be used, along with issues and challenges related to warning effectiveness. Design recommendations and guidelines are also presented.

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Abbreviations

ACC:

adaptive cruise control

ACC:

automatic computer control

ACGIH:

AmericanConference of Governmental Industrial Hygienists

ADA:

Americans with Disabilities Act

AGV:

autonomous guided vehicle

ANSI:

American National Standards Institute

DIN:

German Institute for Normalization

DOT:

US Department of Transportation

DSDT:

distributed signal detection theoretic

EPA:

Environmental Protection Agency

EURONORM:

European Economic Community

FAA:

US Federal Aviation Administration

FMC:

flexible manufacturing cell

FMC:

flight management computer

FMEA:

failure modes and effects analysis

FMECA:

failure mode, effects and criticality analysis

FTA:

fault tree analysis

HEA:

human error analysis

HEP:

human error probability

HFDS:

Human Factors Design Standard

HRA:

human reliability analysis

IEC:

International Electrotechnical Commission

ISO:

International Organization for Standardization

ISO:

independent system operator

JPA:

job performance aid

MSDS:

material safety data sheet

OSHA:

Occupation Safety and Health Administration

PHA:

preliminary hazard analysis

PSF:

performance shaping factor

RIA:

Robotics Industries Association

SA:

situation awareness

SDT:

signal detection theory

SLIM-MAUD:

success likelihood index method-multiattribute utility decomposition

THERP:

technique for human error rate prediction

WSA:

work safety analysis

References

  1. R. Parasuraman, V.A. Riley: Humans and automation: use, misuse, disuse, abuse, Hum. Factors 39, 230–253 (1997)

    Article  Google Scholar 

  2. C.D. Wickens, J.G. Hollands: Engineering Psychology and Human Performance, 3rd edn. (Prentice Hall, Upper Saddle River 2000)

    Google Scholar 

  3. N.B. Sarter, D.D. Woods: How in the world did we get into that mode? Mode error and awareness in supervisory control, Hum. Factors 37(1), 5–19 (1995)

    Article  Google Scholar 

  4. C. Perrow: Normal Accidents: Living with High-Risk Technologies (Basic Books, New York 1984)

    Google Scholar 

  5. M.R. Endsley: Automation and situation awareness. In: Automation and Human Performance, ed. by R. Parasuraman, M. Mouloua (Lawrence Erlbaum, Mahwah 1996) pp. 163–181

    Google Scholar 

  6. U. Metzger, R. Parasuraman: The role of the air traffic controller in future air traffic management: an empirical study of active control versus passive monitoring, Hum. Factors 43(4), 519–528 (2001)

    Article  Google Scholar 

  7. M.R. Endsley, E.O. Kiris: The out-of-the-loop performance problem and level of control in automation, Hum. Factors 37(2), 381–394 (1995)

    Article  Google Scholar 

  8. J. Reason: Human Error (Cambridge Univ. Press, Cambridge 1990)

    Google Scholar 

  9. M.R. Lehto, D.R. Clark: Warning signs and labels in the workplace. In: Workspace, Equipment and Tool Design, ed. by W. Karwowski, A. Mital (Elsevier, Amsterdam 1990) pp. 303–344

    Google Scholar 

  10. M.R. Lehto, G. Salvendy: Warnings: a supplement not a substitute for other approaches to safety, Ergonomics 38(11), 2155–2163 (1995)

    Article  Google Scholar 

  11. R. Parasuraman, T.B. Sheridan, C.D. Wickens: A model for types and levels of human interaction with automation, IEEE Trans. Syst. Man Cyber. Part A: Syst. Hum. 30(3), 286–297 (2000)

    Article  Google Scholar 

  12. M.R. Endsley: Toward a theory of situation awareness in dynamic systems, Hum. Factors 37(1), 32–64 (1995)

    Article  Google Scholar 

  13. R. Parasuraman: Designing automation for human use: empirical studies and quantitative models, Ergonomics 43(7), 931–951 (2000)

    Article  Google Scholar 

  14. W.J. Horrey, C.D. Wickens, R. Strauss, A. Kirlik, T.R. Stewart: Supporting situation assessment through attention guidance and diagnostic aiding: the benefits and costs of display enhancement on judgment skill. In: Adaptive Perspectives on Human-Technology Interaction: Methods and Models for Cognitive Engineering and Human-Computer Interaction, ed. by A. Kirlik (Oxford Univ. Press, New York 2006) pp. 55–70

    Google Scholar 

  15. P. Flanagan, K.I. McAnally, R.L. Martin, J.W. Meehan, S.R. Oldfield: Aurally and visually guided visual search in a virtual environment, Hum. Factors 40(3), 461–468 (1998)

    Article  Google Scholar 

  16. M. Yeh, C.D. Wickens, F.J. Seagull: Target cuing in visual search: the effects of conformality and display location on the allocation of visual attention, Hum. Factors 41(4), 524–542 (1999)

    Article  Google Scholar 

  17. S.E. Graham, M.D. Matthews: Infantry Situation Awareness: Papers from the 1998 Infantry Situation Awareness Workshop (US Army Research Institute, Alexandria 1999)

    Google Scholar 

  18. H. Davison, C.D. Wickens: Rotorcraft hazard cueing: the effects on attention and trust, Proc. 11th Int. Symp. Aviat. Psychol. Columbus (The Ohio State Univ., Columbus 2001)

    Google Scholar 

  19. K.L. Mosier, L.J. Skitka, S. Heers, M. Burdick: Automation bias: decision making and performance in high-tech cockpits, Int. J. Aviat. Psychol. 8(1), 47–63 (1998)

    Article  Google Scholar 

  20. C.D. Wickens, K. Gempler, M.E. Morphew: Workload and reliability of predictor displays in aircraft traffic avoidance, Transp. Hum. Factors 2(2), 99–126 (2000)

    Article  Google Scholar 

  21. J.D. Lee, D.V. McGehee, T.L. Brown, M.L. Reyes: Collision warning timing, driver distraction, and driver response to imminent rear-end collisions in a high-fidelity driving simulator, Hum. Factors 44(2), 314–334 (2001)

    Article  Google Scholar 

  22. A.F. Kramer, N. Cassavaugh, W.J. Horrey, E. Becic, J.L. Mayhugh: Influence of age and proximity warning devices on collision avoidance in simulated driving, Hum. Factors 49(5), 935–949 (2007)

    Article  Google Scholar 

  23. M. Maltz, D. Shinar: Imperfect in-vehicle collision avoidance warning systems can aid drivers, Hum. Factors 46(2), 357–366 (2004)

    Article  Google Scholar 

  24. T.A. Dingus, D.V. McGehee, N. Manakkal, S.K. Jahns, C. Carney, J.M. Hankey: Human factors field evaluation of automotive headway maintenance/collision warning devices, Hum. Factors 39(2), 216–229 (1997)

    Article  Google Scholar 

  25. N.B. Sarter, B. Schroeder: Supporting decision making and action selection under time pressure and uncertainty: the case of in-flight icing, Hum. Factors 43(4), 573–583 (2001)

    Article  Google Scholar 

  26. D.A. Wiegmann, A. Rich, H. Zhang: Automated diagnostic aids: the effects of aid reliability on usersʼ trust and reliance, Theor. Issues Ergon. Sci. 2(4), 352–367 (2001)

    Article  Google Scholar 

  27. S.R. Dixon, C.D. Wickens: Automation reliability in unmanned aerial vehicle control: a reliance-compliance model of automation dependence in high workload, Hum. Factors 48(3), 474–486 (2006)

    Article  Google Scholar 

  28. F.J. Seagull, P.M. Sanderson: Anesthesia alarms in context: an observational study, Hum. Factors 43(1), 66–78 (2001)

    Article  Google Scholar 

  29. L. Bainbridge: Ironies of automation, Automatica 19, 775–779 (1983)

    Article  Google Scholar 

  30. J. Meyer: Responses to dynamic warnings. In: Handbook of Warnings, ed. by M.S. Wogalter (Lawrence Erlbaum, Mahwah 2006) pp. 89–108

    Google Scholar 

  31. M.R. Lehto: Optimal warnings: an information and decision theoretic perspective. In: Handbook of Warnings, ed. by M.S. Wogalter (Lawrence Erlbaum, Mahwah 2006) pp. 89–108

    Google Scholar 

  32. R.R. Duffy, M.J. Kalsher, M.S. Wogalter: Increased effectiveness of an interactive warning in a realistic incidental product-use situation, Int. J. Ind. Ergon. 15, 159–166 (1995)

    Article  Google Scholar 

  33. J.P. Frantz, J.M. Rhoades: A task-analytic approach to the temporal and spatial placement of product warnings, Hum. Factors 35, 719–730 (1993)

    Google Scholar 

  34. M.S. Wogalter, T. Barlow, S.A. Murphy: Compliance to ownerʼs manual warnings: influence of familiarity and the placement of a supplemental directive, Ergonomics 38, 1081–1091 (1995)

    Article  Google Scholar 

  35. R.C. Schank, R. Abelson: Scripts, plans, goals, and understanding (Lawrence Erlbaum, Hillsdale 1977)

    MATH  Google Scholar 

  36. M.S. Wogalter, W.J. Vigilante: Attention switch and maintenance. In: Handbook of Warnings, ed. by M.S. Wogalter (Lawrence Erlbaum, Mahwah 2006) pp. 89–108

    Google Scholar 

  37. S.L. Young, M.S. Wogalter: Effects of conspicuous print and pictorial icons on comprehension and memory of instruction manual warnings, Hum. Factors 32, 637–649 (1990)

    Google Scholar 

  38. P. Sanderson: The multimodal world of medical monitoring displays, Appl. Ergon. 37, 501–512 (2006)

    Article  Google Scholar 

  39. M.R. Lehto, J.M. Miller: Warnings, Volume 1: Fundamentals, Design and Evaluation Methodologies (Fuller Technical, Ann Arbor 1986)

    Google Scholar 

  40. M.S. Sanders, E.J. McCormick: Human Factors in Engineering and Design (McGraw-Hill, New York 1993), 7th edn.

    Google Scholar 

  41. M.S. Wogalter, M.J. Kalser, B.M. Racicot: Behavioral compliance with warnings: effects of voice, context, and location, Saf. Sci. 16, 637–654 (1993)

    Article  Google Scholar 

  42. M.S. Wogalter, S.L. Young: Behavioural compliance to voice and print warnings, Ergonomics 34, 79–89 (1991)

    Article  Google Scholar 

  43. S. Coren, L.M. Ward: Sensation and Perception, 3rd edn. (Harcourt Brace Jovanovich, San Diego 1989)

    Google Scholar 

  44. J. Edworthy, E. Hellier: Complex nonverbal auditory signals and speech warnings. In: Handbook of Warnings, ed. by M.S. Wogalter (Lawrence Erlbaum, Mahwah 2006) pp. 89–108

    Google Scholar 

  45. R.M. Warren, R.P. Warren: Auditory illusions and confusions, Sci. Am. 223, 30–36 (1970)

    Article  Google Scholar 

  46. A.G. Samuel: Phonemic restoration: insights from a new methodology, J. Exp. Psychol. Gen. 110, 474–494 (1981)

    Article  Google Scholar 

  47. K.L. Momtahan: Mapping of psychoacoustic parameters to the perceived urgency of auditory warning signals (Carleton Univ., Ottawa Ontario 1990), unpublished masterʼs thesis

    Google Scholar 

  48. J. Edworthy, S.L. Loxley, I.D. Dennis: Improving auditory warning design: relationship between warning sound parameters and perceived urgency, Hum. Factors 33, 205–231 (1991)

    Google Scholar 

  49. J.D. Lee, J.D. Hoffman, E. Hayes: Collision warning design to mitigate driver distraction. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (ACM, New York 2004) pp. 65–72

    Google Scholar 

  50. J.Y.C. Ng, J.C.F. Man, S. Fels, G. Dumont, J.M. Ansermino: An evaluation of a vibro-tactile display prototype for physiological monitoring, Anesth. Analg. 101, 1719–1724 (2005)

    Article  Google Scholar 

  51. J.J. Hickey: Shoulder Rumble Strip Effectiveness: Drift-off-road Accident Reductions on the Pennsylvania Turnpike (Transportation Research Record 1573) (National Research Council, Washington 1997) pp. 105–109

    Google Scholar 

  52. S.J. Selcon, R.M. Taylor, R.A. Shadrake: Multimodal cockpit warnings: pictures, words or both?, Proc. Hum. Factors Soc. 36th Annu. Meet. (Human Factor Society, Santa Monica 1992) pp. 57–61

    Google Scholar 

  53. S.J. Selcon, R.M. Taylor: Evaluation of the situational awareness rating technique (SART) as a tool for aircrew systems design, Proc. AGARD AMP Symp. Situational Awareness in Aerospace Operations (Copenhagen 1989)

    Google Scholar 

  54. R.M. Taylor: Situational awareness rating technique (SART): the development of a tool for aircrew systems design, Proc. AGARD AMP Symp. Situational Awareness in Aerospace Operations (Copenhagen 1989)

    Google Scholar 

  55. A.E. Sklar, N.B. Sarter: Good vibrations: tactile feedback in support of attention allocation and human-automation coordination in event-driven domains, Hum. Factors 41, 543–552 (1999)

    Article  Google Scholar 

  56. V.C. Conzola, M.S. Wogalter: Using voice and print directives and warnings to supplement product manual instructions – conspicuous print and pictorial icons, Int. J. Ind. Ergon. 23, 549–556 (1999)

    Article  Google Scholar 

  57. C.G. Penney: Modality effects in short-term verbal memory, Psychol. Bull. 82, 68–84 (1975)

    Article  Google Scholar 

  58. J.A. Henderson, A.D. Twerski: Doctrinal collapse in products liability: the empty shell of failure to warn, New York Univ. Law Rev. 65(2), 265–327 (1990)

    Google Scholar 

  59. J. Papastavrou, M.R. Lehto: Improving the effectiveness of warnings by increasing the appropriateness of their information content: some hypotheses about human compliance, Saf. Sci. 21, 175–189 (1996)

    Article  Google Scholar 

  60. J. von Neumann, O. Morgenstern: Theory of Games and Economic Behavior (Princeton Univ. Press, Princeton 1947)

    Google Scholar 

  61. L.J. Savage: The Foundations of Statistics (Dover, New York 1954)

    MATH  Google Scholar 

  62. M.R. Lehto, J. Papastavrou: Models of the warning process: important implications towards effectiveness, Saf. Sci. 16, 569–595 (1993)

    Article  Google Scholar 

  63. M.S. Wogalter, D.M. Dejoy, K.R. Laughery: Organizing theoretical framework: a consolidated-human information processing (C-HIP) model. In: Warnings and Risk Communication, ed. by M. Wogalter, D. DeJoy, K. Laughery (Taylor and Francis, London 1999)

    Google Scholar 

  64. J.M. Miller, M.R. Lehto: Warnings and Safety Instructions: The Annotated Bibliography, 4th edn. (Fuller Technical, Ann Arbor 2001)

    Google Scholar 

  65. J. Papastavrou, M.R. Lehto: A distributed signal detection theory model: implications for the design of warnings, Int. J. Occup. Saf. Ergon. 1(3), 215–234 (1995)

    Google Scholar 

  66. S. Breznitz: Cry-Wolf: The Psychology of False Alarms (Lawrence Erlbaum, Hillsdale 1984)

    Google Scholar 

  67. J.P. Bliss, C.K. Fallon: Active warnings: false alarms. In: Handbook of Warnings, ed. by M.S. Wogalter (Lawrence Erlbaum, Mahwah 2006) pp. 231–242

    Google Scholar 

  68. R.D. Sorkin, B.H. Kantowitz, S.C. Kantowitz: Likelihood alarm displays, Hum. Factors 30, 445–459 (1988)

    Google Scholar 

  69. N. Moray: Monitoring, complacency, scepticism and eutactic behaviour, Int. J. Ind. Ergon. 31(3), 175–178 (2003)

    Article  Google Scholar 

  70. J. Edworthy: Warnings and hazards: an integrative approach to warnings research, Int. J. Cogn. Ergon. 2, 2–18 (1998)

    Google Scholar 

  71. M.R. Lehto, H. Nah: Decision making and decision support. In: Handbook of Human Factors and Ergonomics, 3rd edn., ed. by G. Salvendy (Wiley, New York 2006) pp. 191–242

    Chapter  Google Scholar 

  72. M.S. Cohen: The naturalistic basis of decision biases. In: Decision Making in Action: Models and Methods, ed. by G.A. Klein, J. Orasanu, R. Calderwood, E. Zsambok (Ablex, Norwood 1993) pp. 51–99

    Google Scholar 

  73. H.A. Simon: A behavioral model of rational choice, Q. J. Econ. 69, 99–118 (1955)

    Article  Google Scholar 

  74. H.A. Simon: Alternative visions of rationality. In: Reason in Human Affairs, ed. by H.A. Simon (Stanford Univ. Press, Stanford 1983)

    Google Scholar 

  75. G. Gigerenzer, P. Todd, ABC Research Group: Simple Heuristics That Make Us Smart (Oxford University Press, New York 1999)

    Google Scholar 

  76. K.R. Hammond: Human Judgment and Social Policy: Irreducible Uncertain, Inevitable Error, Unavoidable Injustice (Oxford Univ. Press, New York 1996)

    Google Scholar 

  77. G.A. Klein, J. Orasanu, R. Calderwood, E. Zsambok: Decision Making in Action: Models and Methods (Ablex, Norwood 1993)

    Google Scholar 

  78. D.A. Owens, G. Helmers, M. Sivak: Intelligent vehicle highway systems: a call for user-centred design, Ergonomics 36(4), 363–369 (1993)

    Article  Google Scholar 

  79. P.A. Hancock, R. Parasuraman: Human factors and safety in the design of intelligent vehicle-highway systems (IVHS), J. Saf. Res. 23, 181–198 (1992)

    Article  Google Scholar 

  80. D.M. Green, J.A. Swets: Signal Detection Theory and Psychophysics (Wiley, New York 1966)

    Google Scholar 

  81. C.D. Wickens: Engineering Psychology and Human Performance, 2nd edn. (Harper Collins, New York 1992)

    Google Scholar 

  82. R.R. Tenney, N.R. Sandell Jr.: Detection with distributed sensors, IEEE Trans. Aerosp. Electron. Syst. 17(4), 501–510 (1981)

    Article  MathSciNet  Google Scholar 

  83. L.K. Ekchian, R.R. Tenney: Detection networks, Proc. 21st IEEE Conf. Decis. Control (1982) pp. 686–691

    Google Scholar 

  84. J.D. Papastavrou, M. Athans: On optimal distributed decision architectures in a hypothesis testing environment, IEEE Trans. Autom. Control 37(8), 1154–1169 (1992)

    Article  MathSciNet  Google Scholar 

  85. J.D. Papastavrou, M. Athans: The team ROC curve in a binary hypothesis testing environment, IEEE Trans. Aerosp. Electron. Syst. 31(1), 96–105 (1995)

    Article  Google Scholar 

  86. J.N. Tsitsiklis: Decentralized detection, Adv. Stat. Signal Proc. 2, 297–344 (1993)

    Google Scholar 

  87. M.R. Lehto, J.P. Papastavrou, W. Giffen: An empirical study of adaptive warnings: human vs. computer adjusted warning thresholds, Int. J. Cogn. Ergon. 2(1/2), 19–33 (1998)

    Google Scholar 

  88. M.R. Lehto, J.P. Papastavrou, T.A. Ranney, L. Simmons: An experimental comparison of conservative versus optimal collision avoidance system thresholds, Saf. Sci. 36(3), 185–209 (2000)

    Article  Google Scholar 

  89. A.J. Maule, G.R.J. Hockey: State, stress, and time pressure. In: Time Pressure and Stress in Human Judgment and Decision Making, ed. by O. Svenson, A.J. Maule (Plenum, New York 1993) pp. 83–102

    Google Scholar 

  90. E. Edland, O. Svenson: Judgment and decision making under time pressure. In: Time Pressure and Stress in Human Judgment and Decision Making, ed. by O. Svenson, A.J. Maule (Plenum, New York 1993) pp. 27–40

    Google Scholar 

  91. J.P. Frantz, T.P. Rhoades, M.R. Lehto: Warnings and risk communication. In: Warnings and Risk Communication, ed. by M.S. Wogalter, D.M. DeJoy, K. Laughery (Taylor and Francis, London 1999) pp. 291–312

    Chapter  Google Scholar 

  92. M.R. Lehto, G. Salvendy: Models of accident causation and their application: review and reappraisal, J. Eng. Technol. Manag. 8, 173–205 (1991)

    Article  Google Scholar 

  93. W. Hammer: Product Safety Management and Engineering, 2nd edn. (American Society of Safety Engineers (ASSE), Des Plaines 1993)

    Google Scholar 

  94. J. Suoakas, V. Rouhiainen: Work Safety Analysis: Method Description and Userʼs Guide, Research Report 314 (Technical Research Center of Finland, Tempere 1984)

    Google Scholar 

  95. J. Suoakas, P. Pyy: Evaluation of the Validity of Four Hazard Identification Methods with Event Descriptions, Research Report 516 (Technical Research Center of Finland, Tempere 1988)

    Google Scholar 

  96. S. Contini: Fault tree and event tree analysis, Conf. Adv. Inf. Tools Saf. Reliab. Anal. ISPA (1988) pp. 24–28

    Google Scholar 

  97. S. Ruthberg: DORISK – a system for documentation and analysis of fault trees, SRE Symp. (Trondheim 1985)

    Google Scholar 

  98. M. Knochenhauer: ABB Atomʼs SUPER NET programme package for reliability and risk analysis, Conf. Adv. Inf. Tools Saf. Reliab. Anal. ISPA (1988)

    Google Scholar 

  99. R.W. Bukowski, E.K. Budnick, C.F. Schemel: Estimates of the operational of fire protection systems, Proc. Soc. Fire Prot. Eng. Am. Inst. Archit. (2002) pp. 111–124

    Google Scholar 

  100. M.L. Visinsky, J.R. Cavallaro, I.D. Walker: Robotic fault detection and fault tolerance: a survey, Reliab. Eng. Syst. Saf. 46:2, 139–158 (1994)

    Article  Google Scholar 

  101. B.S. Dhillon: Robot Reliability and Safety (Springer, Berlin, Heidelberg 1991)

    Google Scholar 

  102. Department of Defense: MIL-HBDK-217F: Reliability Prediction of Electronic Equipment (Rome Laboratory, Griffiss Air Force Base, NY 1990)

    Google Scholar 

  103. D.I. Gertman, H.S. Blackman: Human Reliability, Safety Analysis Data Handbook (Wiley, New York 1994)

    Google Scholar 

  104. A.D. Swain, H. Guttman: Handbook for Human Reliability Analysis with Emphasis on Nuclear Power Plant Applications (US Nuclear Regulatory Commission, Washington 1983), NUREG/CR-1278

    Google Scholar 

  105. D.E. Embrey: SLIM-MAUD: An Approach to Assessing Human Error Probabilities Using Structured Expert Judgment (US Nuclear Regulatory Commission, Washington 1984), NUREG/CR-3518, Vols. 1 and 2

    Google Scholar 

  106. OSHA: Guidelines for Robotics Safety (US Department of Labor, Washington 1987)

    Google Scholar 

  107. OSHA: Industrial robots and robot system safety. In: Occupational Safety and Health Technical Manual (US Department of Labor, Washington 1996)

    Google Scholar 

  108. D.G. DiMattia, F.I. Khan, P.R. Amyotte: Determination of human error probabilities for offshore platform musters, J. Loss Prev. Proc. Ind. 18, 488–501 (2005)

    Article  Google Scholar 

  109. American National Standard for Industrial Robots and Robot Systems: Safety Requirements, ANSI/RIA R15.06, (Robotic Industries Association, Ann Arbor, MI, and the American National Standards Institute, New York 1992)

    Google Scholar 

  110. K.M. Blache: Industrial practices for robotic safety. In: Safety, Reliability, and Human Factors in Robotic Systems, ed. by J.H. Graham (Van Nostrand Reinhold, Dordrecht 1991), Chap. 3

    Google Scholar 

  111. Department of Transportation, Federal Aviation Administration: Human Factors Design Standard (DTFAA, Springfield 2003), Report No. DOT/FAA/CT-03/05 HF-STD-001

    Google Scholar 

  112. A. Houser, J. Pierowicz, R. McClellan: Concept of operations and voluntary operational requirements for automated cruise control/collision warning systems (ACC/CWS) on-board commercial motor vehicles (Federal Motor Carrier Safety Administration, Washington 2005), report No. FMCSA-MCRR-05–007, retrieved from http://www.fmcsa.dot.gov/facts-research/research-technology/report/forward-collision-warning-systems.htm

    Google Scholar 

  113. US Department of Labor, Mine Safety and Health Administration, (n.d.): Horns, backup alarms, and automatic warning devices, Title 30 Code of Federal Regulations (30 CFR 56.14132, 57.1413230, 77.410, 77.1605), retrieved from http://www.msha.gov/STATS/Top20Viols/tips/14132.htm

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Correspondence to Mark R. Lehto Dr , Mary F. Lesch PhD or William J. Horrey PhD .

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Lehto, M.R., Lesch, M.F., Horrey, W.J. (2009). Safety Warnings for Automation. In: Nof, S. (eds) Springer Handbook of Automation. Springer Handbooks. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78831-7_39

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