Naturalistic Heuristics for Decision Making

Journal of Cognitive Engineering and Decision Making

Volumn 4, Issue 3, 2010, Pages 256-274

  Keller, Niklas ^a   Cokely, Edward T ^b   Katsikopoulos, Konstantinos V ^a   Wegwarth, Odette ^a  

^a MAX PLANCK INSTITUTE FOR HUMAN DEVELOPMENT   (Germany)

^b MICHIGAN TECHNOLOGICAL UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84993709300     PISSN: 15553434     EISSN: None     Source Type: Journal    
DOI: 10.1518/155534310X12844000801168     Document Type: Article

References (85)

1. Anderson J. R. (1982). Acquisition of cognitive skill Psychological Review, 89, 369-406
2. Ayton P. Fisher I. (2004). The hot hand fallacy and the gambler's fallacy: Two faces of subjective randomness? Memory and Cognition, 32, 1369-1378
3. Breiman L. Friedman J. Stone C. J. Olshen R. A. (1984). Classification and regression trees. London Chapman and Hall
4. Cannon-Bowers J. A. Salas E. Converse S. (1993). Shared mental models in expert team decision making In Castellan N. J.,(Ed.), Individual and group decision making: Current issues (pp. 221-246). Hillsdale, NJ: Erlbaum
5. Caverni J. P. (2001). What is really naturalistic about naturalistic decision-making research? Journal of Behavioral Decision Making, 14, 357-358
6. Chi M. T. H. Feltovich P. J. Glaser R. (1981). Categorization and representation of physics problems by experts and novices Cognitive Science, 5, 121-152
7. Cohen M. S. Freeman J. T. (1997). Understanding and enhancing critical thinking in recognition-based decision making In Flin R., Martin L.,(Eds.), Decision making under stress: Emerging themes and applications (pp. 161-169). Aldershot, UK: Ashgate
8. Cohen M. S. Freeman J. T. Wolf S. (1996). Meta-recognition in time-stressed decision making: Recognizing, critiquing, and correcting Human Factors, 38, 206-219
9. Cokely E. T. Kelley C. M. (2009). Cognitive abilities and superior decision making under risk: A protocol analysis and process model evaluation Judgment and Decision Making, 4, 20-33
10. Cokely E. T. Kelley C. M. Gilchrist A. L. (2006). Sources of individual differences in working memory: Contributions of strategy to capacity Psychonomic Bulletin and Review, 13, 991-997
11. Cokely E. T. Schooler L. J. Gigerenzer G. (2010). Information use for decision making In Maack M. N., Bates M. J.,(Eds.), Encyclopedia of library and information sciences (3rd ed., pp. 2727-2734). New York: Taylor & Francis
12. Crandall B. Getchell-Reiter K. (1993). Critical decision method: A technique for eliciting concrete assessment indicators from the “intuition” of NICU nurses Advances in Nursing Sciences, 16, 42-51
13. Crandall B. Klein G. Hoffman R. R. (2006). Working minds: A practitioner's guide to cognitive task analysis. Cambridge, MA MIT Press
14. Dawes R. M. Faust D. Meehl P. E. (1989). Clinical versus actuarial judgment Science, 243, 1668-1674
15. de Groot A. D. (1978). Thought and choice in chess. The Hague Mouton. (Original work published 1946)
16. Einhorn H. J. Hogarth R. M. (1981). Behavioral decision theory: Processes of judgment and choice Annual Review of Psychology, 32, 53-88
17. Endsley M. R. (1995a). Measurement of situation awareness in dynamic systems Human Factors, 37, 65-84
18. Endsley M. R. (1995b). Toward a theory of situation awareness in dynamic systems Human Factors, 37, 32-64
19. Endsley M. R. Bolte B. Jones D. G. (2003). Designing for situation awareness: An approach to human-centered design. London Taylor & Francis
20. Ericsson K. A. (2006). The influence of experience and deliberate practice on the development of superior expert performance In Ericsson K. A., Charness N., Feltovich P., Hoffman R. R.,(Eds.), Cambridge handbook of expertise and expert performance (pp. 39-68). Cambridge, UK: Cambridge University Press
21. Ericsson K. A. Krampe R. T. Teschromer C. (1993). The role of deliberate practice in the acquisition of expert performance Psychological Review, 100, 363-406
22. Ericsson K. A. Prietula M. J. Cokely E. T. (2007). The making of an expert Harvard Business Review, 85, 114-121
23. Fischhoff B. (1982). Debiasing In Kahneman D., Slovic P., Tversky A.,(Eds.), Judgement under uncertainty: Heuristic and biases (pp. 422-444). Cambridge, UK: Cambridge University Press
24. Flavell J. H. (1979). Macrocognition and cognitive monitoring: A new area of cognitive-developmental inquiry American Psychologist, 34, 906-911
25. Fogarty W. M. (1988). Investigation report: Formal investigation into the circumstances surrounding the downing of Iran Air Flight 655 on 3 July 1988. Arlington, VA U.S. Department of Defense
26. Gaissmaier W. Schooler L. J. Rieskamp J. (2006). Simple predictions fueled by capacity limitations: When are they successful? Journal of Experimental Psychology: Learning, Memory, and Cognition, 32, 966-982
27. Galesic M. Garcia-Retamero R. Gigerenzer G. (2009). Using icon arrays to communicate medical risks: Overcoming low numeracy Health Psychology, 28, 210-216
28. Gigerenzer G. (1996). On narrow norms and vague heuristics: Reply Psychological Review, 103, 592-596
29. Gigerenzer G. (1998). Surrogates for theories Theory and Psychology, 8, 195-204
30. Gigerenzer G. (2008). Rationality for mortals. New York Oxford University Press
31. Gigerenzer G. Brighton H. (2009). Homo heuristicus: Why biased minds make better inferences Topics in Cognitive Science, 1, 107-143
32. Gigerenzer G., Engel C.,(Eds.). (2006). Heuristics and the law. Cambridge, MA MIT Press
33. Gigerenzer G. Goldstein D. G. (1996). Reasoning the fast and frugal way: Models of bounded rationality Psychological Review, 103, 650-699
34. Gigerenzer G. Hoffrage U. Kleinbölting H. (1991). Probabilistic mental models-A Brunswikian theory of confidence Psychological Review, 98, 506-528
35. Gigerenzer G. Selten R. (2001). Bounded rationality-The adaptive toolbox. Cambridge, MA MIT Press
36. Gigerenzer G. Todd P. M. the ABC Research Group. (1999). Simple heuristics that make us smart. New York Oxford University Press
37. Goldstein D. G. Gigerenzer G. (2002). Models of ecological rationality: The recognition heuristic Psychological Review, 109, 75-90
38. Green L. Mehr D. R. (1997). What alters physicians' decisions to admit to the coronary care unit? Journal of Family Practice, 45, 219-226
39. Hasher L. Zacks R. T. (1979). Automatic and effortful processes in memory Journal of Experimental Psychology: General, 108, 356-388
40. Hoffman R. R. Militello L. G. (2008). Perspectives on cognitive task analysis: Historical origins and modern communities of practice. Boca Raton, FL CRC Press/Taylor & Francis
41. Howard R. A. (1966). Decision analysis: Applied decision theory In Proceedings of the Fourth International Conference on Operational Research (pp. 51-71). New York: Wiley
42. Howard R. A. (1968). Foundations of decision analysis IEEE Transactions on Systems Science and Cybernetics, 4, 211-219
43. Jungermann H. (2001). One mode of decision making (research)-No less, no more Journal of Behavioral Decision Making, 14, 367-369
44. Kahneman D. Klein G. A. (2009). Conditions for intuitive expertise: A failure to disagree American Psychologist, 64, 515-526
45. Kaempf G. L. Wolf S. Miller T. E. (1993). Decision making in the AEGIS combat information center In Proceedings of the Human Factors and Ergonomics Society 37th Annual Meeting (pp. 1107-1111). Santa Monica, CA: SAGE Publications
46. Katsikopoulos K. V. (2009). Coherence and correspondence in engineering design: Informing conversation and connecting with judgment and decision-making research Judgment and Decision Making, 4, 147-153
47. Klein G. (1989, May). Do decision biases explain too much? Human Factors Society Bulletin, 23, (5), 1-3
48. Klein G. (1993). A recognition primed decision (RPD) model of rapid decision making In Klein G., Orasanu J., Calderwood R., Zsambok C. E.,(Eds.), Decision making in action: Models and methods (pp. 205-218). Cambridge, MA: MIT Press
49. Klein G. (1998). Sources of power-How people make decisions. Cambridge, MA MIT Press
50. Klein G. (2008). Naturalistic decision making Human Factors, 50, 456-460
51. Klein G. Calderwood R. Clinton-Cirocco A. (1986). Rapid decision making on the fire-ground In Proceedings of the Human Factors and Ergonomics Society 30th Annual Meeting (pp. 576-580). Santa Monica, CA: SAGE Publications
52. Klein G. Calderwood R. MacGregor D. (1989). Critical decision method for eliciting knowledge IEEE Transactions on Systems, Man, and Cybernetics, 19, 462-472
53. Klein G. Militello L. (2005). The knowledge audit as a method for cognitive task analysis In Montgomery H., Lipshitz R., Brehmer B.,(Eds.), How professionals make decisions (pp. 335-342). Mahwah, NJ: Erlbaum
54. Klein G. Moon B. Hoffman R. R. (2006a). Making sense of sensemaking: 1. Alternative perspectives IEEE Intelligent Systems, 21, 70-73
55. Klein G. Moon B. Hoffman R. R. (2006b). Making sense of sensemaking: 2. A macrocognitive model IEEE Intelligent Systems, 21, 88-92
56. Klein G. Weitzenfeld J. (1982). The use of analogs in comparability analysis Applied Ergonomics, 13, 99-104
57. Klein G. Wolf S. (1998). The role of leverage points in option generation IEEE Transactions on Systems, Man, and Cybernetics Part C-Applications and Reviews, 28, 157-160
58. LeBoeuf R. A. Shafir E. (2001). Problems and methods in naturalistic decision-making research Journal of Behavioral Decision Making, 14, 373-375
59. Lesgold A. M. Feltovich P. Glaser R. (1980). Radiological expertise Bulletin of the Psychonomic Society, 16, 169
60. Lipshitz R. (1994). Decision making in three modes Journal for the Theory of Social Behavior, 24, 47-66
61. Lipshitz R. Klein G. Orasanu J. Salas E. (2001a). Focus article: Taking stock of NDM Journal of Behavioral Decision Making, 14, 331-352
62. Lipshitz R. Klein G. Orasanu J. Salas E. (2001b). Rejoinder: A welcome dialogue-And the need to continue Journal of Behavioral Decision Making, 14, 385-389
63. Marewski J. N. Gaissmaier W. Schooler L. J. Goldstein D. G. Gigerenzer G. (2010). From recognition to decisions: Extending and testing recognition-based models for multi-alternative inference Psychonomic Bulletin and Review, 17, 287-309
64. Marewski J. N. Schooler L. J. Gigerenzer G. (2010). Five principles for studying people's use of heuristics Acta Psychologica Sinica, 42, 72-87
65. Martignon L. Katsikopoulos K. V. Woike J. K. (2008). Categorization with limited resources: A family of simple heuristics Journal of Mathematical Psychology, 52, 352-361
66. Martignon L. Katsikopoulos K. V. Woike J. K. (in press). Fast and frugal trees for categorization In Todd P. M. Gigerenzer G. & the ABC Research Group (Eds.), Ecological rationality: Intelligence in the world. Oxford, UK: Oxford University Press
67. Meehl P. E. (1954). Clinical vs. statistical prediction: A theoretical analysis and review of the evidence. Minneapolis University of Minnesota Press
68. Militello L. G. Hutton R. J. B. (1998). Applied cognitive task analysis (ACTA): A practitioner's toolkit for understanding cognitive task demands Ergonomics, 41, 1618-1641
69. Oppenheimer D. M. (2003). Not so fast! (and not so frugal!): Rethinking the recognition heuristic Cognition, 90, B1-B9
70. Rieskamp J. Otto P. E. (2006). SSL: A theory of how people learn to select strategies Journal of Experimental Psychology: General, 135, 207-236
71. Roelofsma P. H. M. P. (2001). Evaluating ten years of NDM: Welcome back in the lab! Journal of Behavioral Decision Making, 14, 377-379
72. Salas E. Cooke N. J. Rosen M. A. (2008). On teams, teamwork, and team performance: Discoveries and developments Human Factors, 50, 540-547
73. Savage L. J. (1952/1972). The foundations of statistics (1st ed./2nd rev. ed.). New York: Dover Publications
74. Schooler L. J. Hertwig R. (2005). How forgetting aids heuristic inference Psychological Review, 112, 610-628
75. Serwe S. Frings C. (2006). Who will win Wimbledon? The recognition heuristic in predicting sports events Journal of Behavioral Decision Making, 19, 321-332
76. Shanteau J. (1992). Competence in experts-The role of task characteristics Organizational Behavior and Human Decision Processes, 53, 252-266
77. Simon H. A. (1990). Invariants of human behavior Annual Review of Psychology, 14, 1-19
78. Todd P. M. Gigerenzer G. (2001). Putting NDM into the adaptive toolbox Journal of Behavioral Decision Making, 14, 381-383
79. Todd P. M. Gigerenzer G. (2007). Environments that make us smart: Ecological rationality Current Directions in Psychological Science, 16, 167-171
80. Tversky A. Kahneman D. (1974). Judgment under uncertainty-Heuristics and biases Science, 185, 1124-1131
81. von Neumann J. Morgenstern O. (1947). Theory of games and economic behavior (2nd ed.). Princeton, NJ Princeton University Press
82. Warwick W. McIlwaine S. Hutton R. McDermott P. (2001). Developing computational models of recognition-primed decision making. In Proceedings of the Tenth Conference on Computer Generated Force (pp. 232-331), Norfolk, VA
83. Wegwarth O. Gaissmaier W. Gigerenzer G. (2009). Smart strategies for doctors and doctors in-training: Heuristics in medicine Medical Education, 43, 721-728
84. Zsambok C. E. (1997). Naturalistic decision making: Where are we now? In Zsambok C. E., Klein G. A.,(Eds.), Naturalistic decision making (pp. 3-16). Mahwah, NJ: Erlbaum
85. Zsambok C. E., Klein G. A.,(Eds.). (1997). Naturalistic decision making. Mahwah, NJ Erlbaum