The recognition heuristic: A review of theory and tests

Frontiers in Psychology

Volumn 2, Issue JUL, 2011, Pages

  Pachur, Thorsten ^a   Todd, Peter M ^b   Gigerenzer, Gerd ^c   Schooler, Lael J ^c   Goldstein, Daniel G ^d  

^a UNIVERSITY OF BASEL   (Switzerland)

^b INDIANA UNIVERSITY   (United States)

^c MAX PLANCK INSTITUTE FOR HUMAN DEVELOPMENT   (Germany)

^d LONDON BUSINESS SCHOOL   (United Kingdom)

Author keywords

Decision strategy; Ecological rationality; Heuristics; Memory; Recognition heuristic

Indexed keywords

EID: 84862221700     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2011.00147     Document Type: Article

References (83)

1. Allison, R. I., and Uhl, K. P. (1964). Influence of beer brand identification on taste perception. J. Mark. Res. 1, 36-39.
2. Anderson, J. R. (1974). Retrieval of propositional information from long-term memory. Cogn. Psychol. 5, 451-474.
3. Anderson, J. R., Bothell, D., Byrne, M. D., Douglass, S., Lebiere, C., and Qin, Y. (2004). An integrated theory of the mind. Psychol. Rev. 111, 1036-1060.
4. Ayton, P., and Önkal, D. (2004). Effects of Ignorance and Information on Judgmental Forecasting. London: City University (unpublished manuscript).
5. Borges, B., Goldstein, D. G., Ortmann, A., and Gigerenzer, G. (1999). "Can ignorance beat the stock market?" in Simple Heuristics That Make us Smart, eds G. Gigerenzer, P. M. Todd, and The ABC Research Group (New York: Oxford University Press), 59-72.
6. Boyd, M. (2001). On ignorance, intuition, and investing: a bear market test of the recognition heuristic. J. Psychol. Financ. Markets 2, 150-156
7. Bröder, A., and Eichler, A. (2006). The use of recognition information and additional cues in inferences from memory. Acta Psychol. (Amst.) 121, 275-284.
8. Brown, N. R. (2002). Real-world estimation: estimation modes and seeding effects. Psychol. Learn. Motiv. 41, 321-359.
9. Brunswik, E. (1943). Organismic achievement and environmental probability. Psychol. Rev. 50, 255-272.
10. Bullock, S., and Todd, P. M. (1999). Made to measure: ecological rationality in structured environments. Minds Mach. 9, 497-541.
11. Davis-Stober, C. P., Dana, J., and Budescu, D. V. (2010). Why recognition is rational: optimality results on singlevariable decision rules. Judgm. Decis. Mak. 5, 216-229.
12. Dougherty, M. R., Franco-Watkins, A. M., and Thomas, R. (2008). Psychological plausibility of the theory of probabilistic mental models and the fast and frugal heuristics. Psychol. Rev. 115, 199-213.
13. Erdfelder, E., Küpper-Tetzel, C. E., and Mattern, S. D. (2011). Threshold models of recognition and the recognition heuristic. Judgm. Decis. Mak. 6, 7-22.
14. Ewald, P. W. (1994). Evolution of Infectious Diseases. Oxford: Oxford University Press.
15. Ford, J. K., Schmitt, N., Schechtman, S. L., Hults, B. H., and Doherty, M. L. (1989). Process tracing methods: contributions, problems, and neglected research questions. Organ. Behav. Decis. Process. 43, 75-117.
16. Frosch, C., Beaman, C. P., and McCloy, R. (2007). A little learning is a dangerous thing: an experimental demonstration of ignorance-driven inference. Q. J. Exp. Psychol. 60, 1329-1336.
17. Galef, B. G. Jr., McQuoid, L. M., and Whiskin, E. E. (1990). Further evidence that Norway rats do not socially transmit learned aversions to toxic baits. Anim. Learn. Behav. 18, 199-205.
18. Gigerenzer, G., and Brighton, H. (2009). Homo heuristicus: why biased minds make better inferences. Top. Cogn. Sci. 1, 107-143.
19. Gigerenzer, G., and Goldstein, D. G. (1996). Reasoning the fast and frugal way: models of bounded rationality. Psychol. Rev. 103, 650-669.
20. Gigerenzer, G., and Goldstein, D. G. (2011). The recognition heuristic: a decade of research. Judgm. Decis. Mak. 6, 100-121.
21. Gigerenzer, G., Hoffrage, U., and Kleinbölting, H. (1991). Probabilistic mental models: a Brunswikian theory of confidence. Psychol. Rev. 98, 506-528.
22. Gigerenzer, G., Todd, P. M., and The ABC Research Group. (1999). Simple Heuristics That Make us Smart. New York: Oxford University Press.
23. Gilbert, D. T. (1991). How mental systems believe. Am. Psychol. 46, 107-119.
24. Gilbert, D. T., Krull, D. S., and Malone, P. S. (1990). Unbelieving the unbelievable: some problems in the rejection of false information. J. Pers. Soc. Psychol. 59, 601-613.
25. Gilbert, D. T., Tafarodi, R. W., and Malone, P. S. (1993). You can't not believe everything you read. J. Pers. Soc. Psychol. 65, 221-233.
26. Goldstein, D. G., and Gigerenzer, G. (1999). "The recognition heuristic: how ignorance makes us smart," in Simple Heuristics That Make us Smart, eds G. Gigerenzer, P. M. Todd, and The ABC Research Group (New York: Oxford University Press), 37-58.
27. Goldstein, D. G., and Gigerenzer, G. (2002). Models of ecological rationality: the recognition heuristic. Psychol. Rev. 109, 75-90
28. Goldstein, W. M., and Weber, E. U. (1997). "Content and discontent: indications and implications of domain specificity in preferential decision making," in Research on Judgment and Decision Making: Currents, Connections and Controversies, eds W. M. Goldstein and R. M. Hogarth (Cambridge: Cambridge University Press), 566-617.
29. Hasher, L., Goldstein, D., and Toppino, T. (1977). Frequency and the conference of referential validity. J. Verbal Learn. Verbal Behav. 16, 107-112
30. Hasson, U., Simmons, J. P., and Todorov, A. (2005). Believe it or not: on the possibility of suspending belief. Psychol. Sci. 16, 566-571.
31. Hertwig, R., Herzog, S. M., Schooler, L. J., and Reimer, T. (2008). Fluency heuristic: a model of how the mind exploits a by-product of information retrieval. J. Exp. Psychol. Learn. Mem. Cogn. 34, 1191-1206.
32. Hertwig, R., Pachur, T., and Kurzenhäuser, S. (2005). Judgments of risk frequencies: tests of possible cognitive mechanisms. J. Exp. Psychol. Learn. Mem. Cogn. 31, 621-642.
33. Hertwig, R., and Todd, P. M. (2003). "More is not always better: the benefits of cognitive limits," in Thinking: Psychological Perspectives on Reasoning, Judgment and Decision Making, eds D. Hardman and L. Macchi (Chichester: Wiley), 213-231.
34. Hilbig, B. E., Erdfelder, E., and Pohl, R. F. (2010a). One-reason decisionmaking unveiled: a measurement model of the recognition heuristic. J. Exp. Psychol. Learn. Mem. Cogn. 36, 123-134
35. Hilbig, B. E., Scholl, S. G., and Pohl, R. (2010b). Think or blink: is the recognition heuristic an "intuitive" strategy? Judgm. Decis. Mak. 5, 272-284.
36. Hilbig, B. E., and Pohl, R. F. (2008). Recognizing users of the recognition heuristic. Exp. Psychol. 55, 394-401.
37. Hilbig, B. E., and Pohl, R. F. (2009). Ignorance-versus evidence-based decision making: a decision time analysis of the recognition heuristic. J. Exp. Psychol. Learn. Mem. Cogn. 35, 1296-1305.
38. Hilbig, B. E., Pohl, R. F., and Bröder, A. (2009). Criterion knowledge: a moderator of using the recognition heuristic? J. Behav. Decis. Mak. 22, 510-522.
39. Hintzman, D. L., and Curran, T. (1994). Retrieval dynamics of recognition and frequency judgments: evidence for separate processes of familiarity and recall. J. Mem. Lang. 33, 1-18.
40. Hoyer, W. D., and Brown, S. P. (1990). Effects of brand awareness on choice for a common, repeat-purchase product. J. Consum. Res. 17, 141-148.
41. Jacoby, L. L., and Dallas, M. (1981). On the relationship between autobiographical memory and perceptual learning. J. Exp. Psychol. Gen. 110, 306-340.
42. Jacoby, L. L., Kelley, C., Brown, J., and Jasechko, J. (1989). Becoming famous overnight: limits on the ability to avoid unconscious influences of the past. J. Pers. Soc. Psychol. 56, 326-338.
43. Johnson, M. K., Hastroudi, S., and Lindsay, D. S. (1993). Source monitoring. Psychol. Bull. 114, 3-28.
44. Katsikopoulos, K. V. (2010). The lessis-more effect: predictions and tests. Judgm. Decis. Mak. 5, 244-257.
45. Kelley, C. M., and Jacoby, L. L. (1998). Subjective reports and process dissociation: fluency, knowing and feeling. Acta Psychol. (Amst.) 98, 127-140.
46. Lee, P. J., and Brown, N. R. (2004). The role of guessing and boundaries on date estimation biases. Psychon. Bull. Rev. 11, 748-754.
47. Marewski, J. N., Gaissmaier, W., Dieckmann, A., Schooler, L. J., and Gigerenzer, G. (2005). Ignorance-based reasoning? Applying the recognition heuristic to elections. Paper Presented at the 20th Biennial Conference on Subjective Probability, Utility and Decision Making, Stockholm.
48. Marewski, J. N., Gaissmaier, W., Schooler, L. J., Goldstein, D. G., and Gigerenzer, G. (2010). From recognition to decisions: extending and testing recognition-based models for multialternative inference. Psychon. Bull. Rev. 17, 287-309.
49. Marewski, J. N., and Schooler, L. J. (in press). Cognitive niches: an ecological model of strategy selection. Psychol. Rev.
50. Mata, R., Schooler, L. J., and Rieskamp, J. (2007). The aging decision maker: cognitive aging and the adaptive selection of decision strategies. Psychol. Aging 22, 796-810.
51. McCloy, R., Beaman, C. P., Frosch, C. A., and Goddard, K. (2010). Fast and frugal framing effects? J. Exp. Psychol. Learn. Mem. Cogn. 36, 1043-1052.
52. Newell, B. R., and Fernandez, D. (2006). On the binary quality of recognition and the inconsequentiality of further knowledge: two critical tests of the recognition heuristic. J. Behav. Decis. Mak. 19, 333-346.
53. Newell, B. R., and Shanks, D. R. (2004). On the role of recognition in decision making. J. Exp. Psychol. Learn. Mem. Cogn. 30, 923-935.
54. Noble, J., Todd, P. M., and Tuci, E. (2001). Explaining social learning of food preferences without aversions: an evolutionary simulation model of Norway rats. Proc. R. Soc. Lond. B Biol. Sci. 268, 141-149.
55. Oeusoonthornwattana, O., and Shanks, D. R. (2010). I like what I know: is recognition a non-compensatory determiner of consumer choice? Judgm. Decis. Mak. 5, 310-325.
56. Oppenheimer, D. M. (2003). Not so fast! (and not so frugal!): rethinking the recognition heuristic. Cognition 90, B1-B9.
57. Oppenheimer, D. M. (2004). Spontaneous discounting of availability in fre-
58. quency judgment tasks. Psychol. Sci. 15, 100-105.
59. Oppenheimer, D. M. (2008). The secret life of fluency. Trends Cogn. Sci. (Regul. Ed.) 12, 237-241.
60. Ortmann, A., Gigerenzer, G., Borges, B., and Goldstein, D. G. (2008). "The recognition heuristic: a fast and frugal way to investment choice?" in Handbook of Experimental Economics Results: Vol. 1 (Handbooks in Economics No. 28), eds C. R. Plott and V. L. Smith (Amsterdam: North-Holland), 993-1003.
61. Pachur, T. (2010). Recognition-based inference: when is less more in the real world? Psychon. Bull. Rev. 17, 589-598
62. Pachur, T. (in press). The limited value of precise tests of the recognition heuristic. Judgm. Decis. Mak.
63. Pachur, T., and Biele, G. (2007). Forecasting from ignorance: the use and usefulness of recognition in lay predictions of sports events. Acta Psychol. (Amst.) 125, 99-116.
64. Pachur, T., Bröder, A., and Marewski, J. N. (2008). The recognition heuristic in memory-based inference: is recognition a non-compensatory cue? J. Behav. Decis. Mak. 21, 183-210.
65. Pachur, T., and Hertwig, R. (2006). On the psychology of the recognition heuristic: retrieval primacy as a key determinant of its use. J. Exp. Psychol. Learn. Mem. Cogn. 32, 983-1002.
66. Pachur, T., Mata, R., and Schooler, L. J. (2009). Cognitive aging and the use of recognition in decision making. Psychol. Aging 24, 901-915.
67. Pleskac, T. J. (2007). A signal detection analysis of the recognition heuristic. Psychon. Bull. Rev. 14, 379-391.
68. Pohl, R. (2006). Empirical tests or the recognition heuristic. J. Behav. Decis. Mak. 19, 251-271.
69. Reimer, T., and Katsikopoulos, K. V. (2004). The use of recognition in group decision-making. Cogn. Sci. 28, 1009-1029.
70. Richter, T., and Späth, P. (2006). Recognition is used as one cue among others in judgment and decision making. J. Exp. Psychol. Learn. Mem. Cogn. 32, 150-162.
71. Scheibehenne, B., and Bröder, A. (2007). Predicting Wimbledon 2005 tennis results by mere player name recognition. Int. J. Forecast. 23, 415-426.
72. Schooler, L., and Hertwig, R. (2005). How forgetting aids heuristic inference. Psychol. Rev. 112, 610-628.
73. Schwarz, N., Bless, H., Strack, F., Klumpp, G., Rittenauer-Schatka, H., and Simons, A. (1991). Ease of retrieval as information: another look at the availability heuristic. J. Pers. Soc. Psychol. 61, 195-202.
74. Schwarz, N., and Vaughn, L. A. (2002). "The availability heuristic revisited: ease of recall and content of recall as distinct sources of information," in Heuristics and Biases: The Psychology of Intuitive Judgment, eds T. Gilovich, D. Griffin, and D. Kahneman (New York: Cambridge University Press), 103-119.
75. Serwe, S., and Frings, C. (2006). Who will win Wimbledon 2003? The recognition heuristic in predicting sports events. J. Behav. Decis. Mak. 19, 321-332
76. Simon, H. A. (1990). Invariants of human behavior. Annu. Rev. Psychol. 41, 1-19.
77. Smithson, M. (2010). When less is more in the recognition heuristic. Judgm. Decis. Mak. 5, 230-243.
78. Snook, B., and Cullen, R. M. (2006). Recognizing national hockey league greatness with an ignorance-based heuristic. Can. J. Exp. Psychol. 60, 33-43.
79. Todd, P. M., and Heuvelink, A. (2007). "Shaping social environments with simple recognition heuristics," The Innate Mind, Vol. 2, Culture and Cognition, eds P. Carruthers, S. Laurence, and S. Stich (Oxford: Oxford University Press), 165-180.
80. Tversky, A., and Kahneman, D. (1973). Availability: a heuristic for judging frequency and probability. Cogn. Psychol. 5, 207-232
81. Volz, K. G., Schooler, L. J., Schubotz, R. I., Raab, M., Gigerenzer, G., and von Cramon, D. Y. (2006). Why you think Milan is larger than Modena: neural correlates of the recognition heuristic. J. Cogn. Neurosci. 18, 1924-1936.
82. Weber, E. U., Siebenmorgen, N., and Weber, M. (2005). Communicating asset risk: how name recognition and the format of historic volatility information affect risk perception and investment decisions. Risk Anal. 25, 597-609.
83. Zajonc, R. B. (1968). Attitudinal effects of mere exposure. J. Pers. Soc. Psychol. 9, 1-27.