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Decisions and Mistakes

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Tradeoff Decisions in System Design
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Abstract

This chapter describes common mental mistakes that people make. It starts showing examples of wrong knowledge in peoples’ heads. Then it examines prospect theory, a Nobel Prize winning collection of human wrong thinking. Finally, it shows a dozen examples of mental mistakes that might be made while creating trade-off studies and risk analyses.

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Notes

  1. 1.

    Kahneman won the Nobel Prize in Economics in 2002 “for having integrated insights from psychological research into economic science, especially concerning human judgment and decision-making under uncertainty” [10]. Tversky did not share this prize because Nobel prizes are not awarded posthumously.

References

  1. Madni AM, Sage AP, Madni CC (2005) Infusion of cognitive engineering into systems engineering processes and practices. In: 2005 I.E. international conference on systems, man and cybernetics: Institute of Electrical & Electronics Engineers (IEEE)

    Google Scholar 

  2. Madni AM, Yee-yeen C (1988) A design support system for crew system automation. In: Proceedings of the 1988 I.E. international conference on systems, man, and cybernetics: Institute of Electrical & Electronics Engineers (IEEE)

    Google Scholar 

  3. Von Neumann J, Morgenstern O (2007) Theory of games and economic behavior. Princeton University Press, Princeton

    Google Scholar 

  4. Simon HA (1955) A behavioral model of rational choice. Q J Econ 69(1):99

    Article  Google Scholar 

  5. Baldwin D, Bahill AT (2008) Mechanics of baseball pitching and batting. Applied biomedical engineering mechanics. Informa UK Limited. pp 445–488

    Google Scholar 

  6. Piattelli-Palmarini M (1994) Inevitable illusions: how mistakes of reason rule our minds. Wiley, New York

    Google Scholar 

  7. Madni AM (2011) Towards a generalizable aiding-training continuum for human performance enhancement. Syst Eng 14(2):129–140

    Article  Google Scholar 

  8. Descartes R. Descartes’ meditations, 1641 [cited 2016 January]. http://www.wright.edu/~charles.taylor/descartes/

  9. Locke J. An essay concerning human understanding, Book II: Ideas 1690. [cited 2016 January]. http://www.earlymoderntexts.com/assets/pdfs/locke1690book2.pdf

  10. Nobel (2002) The Bank of Sweden Prize in Economic Sciences in memory of Alfred Nobel 2002 Stockholm, Sweden: Nobel Foundation. [March 2006]. http://nobelprize.org/economics/laureates/2002/index.html

  11. Tversky A, Kahneman D (1992) Advances in prospect theory: cumulative representation of uncertainty. J Risk Uncertain 5(4):297–323

    Article  Google Scholar 

  12. Pascal B (1654) Fermat and Pascal on probability. www.york.ac.uk/depts/maths/histstat/pascal.pdf. Accessed Jan 2016

  13. Locke J (2004) An essay concerning human understanding. In: Fraser AC (ed). Barnes & Nobel 1689, New York

    Google Scholar 

  14. Smith ED (2006) Tradeoff studies and cognitive biases. Ph.D. dissertation, University of Arizona, Tucson, AZ

    Google Scholar 

  15. Edwards W (1955) An attempt to predict gambling decisions. In: Dunlap JW (ed) Mathematical models of human behavior. Dunlap and Associates, Stamford, pp 12–32

    Google Scholar 

  16. Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 47(2):263

    Article  Google Scholar 

  17. Colbert S (2005) The Colbert Report: comedy central home video

    Google Scholar 

  18. Kagel JH, Battalio RC, Green L (1995) Economic choice theory: an experimental analysis of animal behavior. Cambridge University Press, New York

    Book  Google Scholar 

  19. Harris AJ, Corner A, Hahn U (2009) Estimating the probability of negative events. Cognition 110(1):51–64

    Article  Google Scholar 

  20. Madni AM (2009) Integrating humans with software and systems: technical challenges and a research agenda. Syst Eng 13(3):232–245

    Google Scholar 

  21. Shafir S, Waite T, Smith B (2002) Context-dependent violations of rational choice in honeybees (Apis mellifera) and gray jays (Perisoreus canadensis). Behav Ecol Sociobiol 51(2):180–187

    Article  Google Scholar 

  22. Savage LJ (1954) The foundations of statistics. Wiley, New York

    Google Scholar 

  23. Madni A, Madni C, Garcia S (2005) Cognitive model-enabled simulation-based training of aerospace operations center operators. Infotech@Aerospace. American Institute of Aeronautics and Astronautics (AIAA)

    Google Scholar 

  24. Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 46(2):171–185

    Google Scholar 

  25. Battalio RC, Kagel JH, MacDonald DN (1985) Animals’ choices over uncertain outcomes: some initial experimental results. Am Econ Rev 75(4):597–613

    Google Scholar 

  26. Real LA (1981) Uncertainty and pollinator-plant interactions: the foraging behavior of bees and wasps on artificial flowers. Ecology 62:20–26

    Article  Google Scholar 

  27. Hsu M, Bhatt M, Adolphs R, Tranel D, Camerer CP (2005) Neural networks responding to degrees of uncertainty in human decision-making. Science 310:1680–1683

    Article  Google Scholar 

  28. Nickerson RS (1998) Confirmation bias: a ubiquitous phenomenon in many guises. Rev Gen Psychol 2(2):175–220

    Article  Google Scholar 

  29. Madni AM, Samet MG, Freedy A (1982) A trainable on-line model of the human operator in information acquisition tasks. IEEE Trans Syst Man Cybern 12(4):504–511

    Article  Google Scholar 

  30. Madni A, Moini A, Madni C (2010) Cross-cultural decision making training using behavioral game-theoretic framework. Advances in cross-cultural decision making. Informa UK Limited. pp 385–394

    Google Scholar 

  31. Orellana D, Madni A (2012) Extending model based systems engineering for human machine interaction analysis and fault tolerant design. Infotech@Aerospace 2012. American Institute of Aeronautics and Astronautics (AIAA)

    Google Scholar 

  32. Thaler RH (2015) Misbehaving: the making of behavioral economics. WW Norton & Company, New York

    Google Scholar 

  33. Smith ED, Son YJ, Piattelli-Palmarini M, Bahill AT (2007) Ameliorating mental mistakes in tradeoff studies. Syst Eng 10(3):222–240

    Article  Google Scholar 

  34. Smith ED, Piattelli-Palmarini M, Bahill AT (2008) Cognitive biases affect the acceptance of tradeoff studies Decision modeling and behavior in complex and uncertain environments. Springer, New York, pp 227–249

    Book  Google Scholar 

  35. Beach LR, Connolly T (2005) The psychology of decision making: people in organizations, 2nd edn. Sage, Thousand Oaks

    Google Scholar 

  36. Hammond JS, Keeney RL, Raiffa H (2006) The hidden traps in decision making. Harv Bus Rev 84(1):118

    Google Scholar 

  37. Shafir E (ed) (2004) Preferences, belief and similarity: selected writings by Amos Tversky. The MIT Press, Cambridge

    Google Scholar 

  38. Kahneman D, Slovic P, Tversky A (eds) (1982) Judgment under uncertainty: heuristics and biases. Cambridge University Press, Cambridge

    Google Scholar 

  39. Tversky A, Kahneman D (1974) Judgment under uncertainty: heuristics and biases. Science 185(4157):1124–1131

    Article  Google Scholar 

  40. Tversky A, Kahneman D (eds) (2000) Choices, values and frames. Cambridge University Press, New York

    Google Scholar 

  41. RSAS (2002) Press release: Nobel Prize in Economics 2002: The Royal Swedish Academy of Sciences. [cited 2006 September]. http://nobelprize.org/nobel_prizes/economics/laureates/2002/press.html

  42. Kahneman D (2003) A perspective on judgment and choice: mapping bounded rationality. Am Psychol 58(9):697–720

    Article  Google Scholar 

  43. Smith ED, Bahill AT (2010) Attribute substitution in systems engineering. Syst Eng 13(2):130–148

    Google Scholar 

  44. Strack F, Martin LL, Schwarz N (1988) Priming and communication: the social determinants of information use in judgements of life-satisfaction. Eur J Soc Psychol 18:429–442

    Article  Google Scholar 

  45. Kahneman D, Frederick S (2002) Representativeness revisited: attribute substitution in intuitive judgment. In: Gilovich T, Griffin D, Kahneman D (eds) Heuristics and biases. Cambridge University Press, New York, pp 49–81

    Chapter  Google Scholar 

  46. Wymore AW (1993) Model-based systems engineering. CRC, Boca Raton

    Google Scholar 

  47. Kahneman D, Ritov I (1994) Determinants of stated willingness to pay for public goods: a study in the headline method. J Risk Uncertain 9:5–38

    Article  Google Scholar 

  48. Shogan R (1998) The fate of the union: America’s Rocky Road to Political Stalemate. Basic Books, New York

    Google Scholar 

  49. Park CW, Mothersbaugh DL, Feick L (1994) Consumer knowledge assessment. J Consum Res 21:71–82

    Article  Google Scholar 

  50. Arkes HR (1981) Impediments to accurate clinical judgment and possible ways to minimize their impact. J Consult Soc Psychol 49:323–330

    Article  Google Scholar 

  51. Costandi M (2013) Evidence-based justice: corrupted memory. Nature 500:268–270

    Article  Google Scholar 

  52. Clifasefi SL, Bernstein DM, Mantonakis A, Loftus EF (2013) “Queasy does it”: false alcohol beliefs and memories may lead to diminished alcohol preferences. Acta Psychol (Amst) 143(1):14–19

    Article  Google Scholar 

  53. Loftus EF (1996) Eyewitness testimony. Harvard University Press, Cambridge, MA

    Book  Google Scholar 

  54. Forer BR (1949) The fallacy of personal validation: a classroom demonstration of gullibility. J Abnorm Psychol 44:118–121

    Article  Google Scholar 

  55. Milgram S (1969) Obedience to authority. Harper & Row, New York

    Google Scholar 

  56. Burger JM (2009) Replicating milgram: would people still obey today? Am Psychol 64(1):1

    Article  Google Scholar 

  57. Tversky A, Sattath S, Slovic P (1988) Contingent weighting in judgment and choice. Psychol Rev 95(3):371–384

    Article  Google Scholar 

  58. Bahill AT, Karnavas WJ (2000) Risk analysis of a pinewood derby: a case study. Syst Eng 3(3):143–155

    Article  Google Scholar 

  59. Petroski H (2003) Framing hypotheses: a cautionary tale. Am Sci (Jan–Feb):18–22

    Google Scholar 

  60. Wickelgren WA (1974) How to solve problems: elements of a theory of problems and problem solving. Freeman, San Francisco

    Google Scholar 

  61. Slovic P, Fischhoff B (1977) On the psychology of experimental surprises. J Exp Psychol Hum Percept Perform 3:544–551

    Article  Google Scholar 

  62. Koriat RM, Lichtenstein S, Fischhoff B (1980) Reasons for confidence. J Exp Psychol Hum Learn Mem 6:107–118

    Article  Google Scholar 

  63. Hsee CK, Loewenstein G, Blount S, Bazerman M (1999) Preference reversals between joint and separate evaluations of options: a theoretical analysis. Psychol Bull 125(5):576–590

    Article  Google Scholar 

  64. Shafir E, Tversky A (1992) Thinking through uncertainty: nonconsequential reasoning and choice. Cogn Psychol 24(4):449–474

    Article  Google Scholar 

  65. Redelmeier D, Shafir E (1995) Medical decision making in situations that offer multiple alternatives. JAMA 273(4):302–305

    Article  Google Scholar 

  66. Schacter DL (1983) Feeling of knowing in episodic memory. J Exp Psychol Learn Mem Cogn 9(1):39–54

    Article  Google Scholar 

  67. Griffin D, Tversky A (1992) The weighting of evidence and the determinants of confidence. Cogn Psychol 24:411–435

    Article  Google Scholar 

  68. Preston MG, Baratta P (1947) An experimental study of the auction-value of an uncertain outcome. Am J Psychol 61:183–193

    Article  Google Scholar 

  69. Karmakar US (1978) Subjectively weighted utility: a descriptive extension of the expected utility model. Organ Behav Hum Perform 21:61–72

    Article  Google Scholar 

  70. Harbaugh WT, Krause K, Vesterlund L (2002) Risk attitudes of children and adults: choices over small and large probability gains and losses. Exp Econ 5:53–84

    Article  Google Scholar 

  71. Plous S (1993) The psychology of judgment and decision making. McGraw-Hill, New York

    Google Scholar 

  72. Chapman WL, Bahill AT, Wymore AW (1992) Engineering modeling and design. CRC, Boca Raton

    Google Scholar 

  73. Bohlman J, Bahill AT (2013) Examples of mental mistakes made by systems engineers while creating tradeoff studies. Stud Eng Technol 1(1):22–43

    Article  Google Scholar 

  74. Keeney RL, Raiffa H (1976) Decisions with multiple objectives: preferences and value tradeoffs. Wiley, New York

    Google Scholar 

  75. Daniels J, Werner PW, Bahill AT (2001) Quantitative methods for tradeoff analyses. Syst Eng 4(3):190–212

    Article  Google Scholar 

  76. Bradstreet D (1967) Patterns of success in managing a business. Dun & Bradstreet, New York

    Google Scholar 

  77. Cooper AC, Woo CY, Dunkelberg WC (1988) Entrepreneurs’ perceived chances for success. J Bus Ventur 3:97–108

    Article  Google Scholar 

  78. Miller GA (1956) The magic number seven, plus or minus two: some limits on our capacity for processing information. Psychol Rev 63:81–87

    Article  Google Scholar 

  79. Chase WG, Simon HA (1973) Perception in chess. Cogn Psychol 4:55–81

    Article  Google Scholar 

  80. Smith ED, Szidarovszky F, Karnavas WJ, Bahill AT (2008) Sensitivity analysis, a powerful system validation technique. Open Cybern Syst J 2:39–56

    Article  Google Scholar 

  81. Mayo E (1933) The human problems of an industrial civilization. Macmillan, New York

    Google Scholar 

  82. Roethlisberger FJ, Dickson WJ (1939) Management and the worker. Harvard University Press, Cambridge, MA

    Google Scholar 

  83. Rosenthal R, Jacobson L (1968) Pygmalion in the classroom. Urban Rev 3(1):16–20

    Article  Google Scholar 

  84. Heisenberg W (1927) Über den anschaulichen Inhalt der quantentheoretischen Kinematik und Mechanik. Zeitschrift für Physik 43(3-4):172–198

    Article  Google Scholar 

  85. Keirsey D (1998) Please understand me II. Prometheus Nemesis Book Company, Del Mar

    Google Scholar 

  86. Rechtin E (1991) Systems architecting: creating & building complex systems. Prentice Hall, Englewood Cliffs

    Google Scholar 

  87. Rechtin E, Maier M (2000) The art of systems architecting, 2nd edn. CRC, Boca Raton

    Book  Google Scholar 

  88. Madni AM (2014) Expanding stakeholder participation in upfront system engineering through storytelling in virtual worlds. Syst Eng 18(1):16–27

    Article  Google Scholar 

  89. Madni AM, Brenner M, Costea I, MacGregor D, Meshkinpour F (1985) Option generation: problems, principles, and computer-based aiding. In: Proceedings of the 1985 international conference on systems, man, and cybernetics, Tuscon, AZ

    Google Scholar 

  90. Jefferys WH, Berger JO (1992) Ockham’s razor and Bayesian analysis. Am Sci 80:64–72

    Google Scholar 

  91. Starfield AM, Smith K, Bleloch AL (1993) How to model it: problem solving for the computer age. McGraw-Hill, New York

    Google Scholar 

  92. Koen BV (1985) Definition of the engineering method., ERIC

    Google Scholar 

  93. Madni AM (2013) Generating novel options during systems architecting: psychological principles, systems thinking, and computer-based aiding. Syst Eng 17(1):1–9

    Article  Google Scholar 

  94. Rechtin E (1992) The art of systems architecting. IEEE Spectr 29(10):66–69

    Article  Google Scholar 

  95. Madni AM (2012) Elegant systems design: creative fusion of simplicity and power. Syst Eng 15(3):347–354

    Article  Google Scholar 

  96. Madni AM (2012) Game-based simulation for cross-cultural decision making training. Hum Factors Ergon Manuf Serv Ind 23(2):85–94

    Article  Google Scholar 

  97. Thorpe J (1995) Trends in modeling, simulation, & gaming: personal observations about the past thirty years and speculation about the next ten. Proc IEEE 1995:83(8)

    Google Scholar 

  98. Buchanan BG, Shortliffe EH (1984) Rule-based expert systems. Addison-Wesley, Reading

    Google Scholar 

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Bahill, A.T., Madni, A.M. (2017). Decisions and Mistakes. In: Tradeoff Decisions in System Design. Springer, Cham. https://doi.org/10.1007/978-3-319-43712-5_2

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