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Volumn 6, Issue MAR, 2015, Pages

Good fences make for good neighbors but bad science: A review of what improves Bayesian reasoning and why

Author keywords

Bayesian reasoning; Ecological rationality; Frequencies; Heuristics and biases; Numeracy; Pictorial aids; Probabilities

Indexed keywords


EID: 84926633556     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2015.00340     Document Type: Review
Times cited : (38)

References (54)
  • 1
    • 84901676434 scopus 로고    scopus 로고
    • The effects of mental steps and compatibility on Bayesian reasoning
    • Ayal, S., and Beyth-Marom, R. (2014). The effects of mental steps and compatibility on Bayesian reasoning. Judgm. Decis. Mak . 9, 226-242.
    • (2014) Judgm. Decis. Mak. , vol.9 , pp. 226-242
    • Ayal, S.1    Beyth-Marom, R.2
  • 2
    • 20444491679 scopus 로고    scopus 로고
    • Enzymatic computation and cognitive modularity
    • Barrett, H. C. (2005). Enzymatic computation and cognitive modularity. Mind Lang. 20, 259-287. doi: 10.1111/j.0268-1064.2005.00285.x
    • (2005) Mind Lang. , vol.20 , pp. 259-287
    • Barrett, H.C.1
  • 3
    • 33746362898 scopus 로고    scopus 로고
    • Modularity in cognition: framing the debate
    • Barrett, H. C., and Kurzban, R. (2006). Modularity in cognition: framing the debate. Psychol. Rev. 113, 628-647. doi: 10.1037/0033-295X.113.3.628
    • (2006) Psychol. Rev. , vol.113 , pp. 628-647
    • Barrett, H.C.1    Kurzban, R.2
  • 4
    • 33747160463 scopus 로고    scopus 로고
    • Health professionals' and service users' interpretation of screening test results: experimental study
    • Bramwell, R., West, H., and Salmon, P. (2006). Health professionals' and service users' interpretation of screening test results: experimental study. Br. Med. J. 333, 284-289. doi: 10.1136/bmj.38884.663102.AE
    • (2006) Br. Med. J. , vol.333 , pp. 284-289
    • Bramwell, R.1    West, H.2    Salmon, P.3
  • 5
    • 85047672156 scopus 로고    scopus 로고
    • Ecological and evolutionary validity: comments on Johnson-Laird, Legrenzi, Girotto, Legrenzi, and Caverni's (1999) mental model theory of extensional reasoning
    • Brase, G. L. (2002). Ecological and evolutionary validity: comments on Johnson-Laird, Legrenzi, Girotto, Legrenzi, and Caverni's (1999) mental model theory of extensional reasoning. Psychol. Rev. 109, 722-728. doi: 10.1037/0033-295X.109.4.722
    • (2002) Psychol. Rev. , vol.109 , pp. 722-728
    • Brase, G.L.1
  • 6
    • 48049088386 scopus 로고    scopus 로고
    • Frequency interpretation of ambiguous statistical information facilitates Bayesian reasoning
    • Brase, G. L. (2008). Frequency interpretation of ambiguous statistical information facilitates Bayesian reasoning. Psychon. Bull. Rev. 15, 284-289. doi: 10.3758/PBR.15.2.284
    • (2008) Psychon. Bull. Rev. , vol.15 , pp. 284-289
    • Brase, G.L.1
  • 7
    • 66149111017 scopus 로고    scopus 로고
    • Pictorial representations in statistical reasoning
    • Brase, G. L. (2009a). Pictorial representations in statistical reasoning. Appl. Cogn. Psychol. 23, 369-381. doi: 10.1002/acp.1460
    • (2009) Appl. Cogn. Psychol. , vol.23 , pp. 369-381
    • Brase, G.L.1
  • 8
    • 70350191691 scopus 로고    scopus 로고
    • How different types of participant payoffs alter task performance
    • Brase, G. L. (2009b). How different types of participant payoffs alter task performance. Judgm. Decis. Mak . 4, 419-428.
    • (2009) Judgm. Decis. Mak. , vol.4 , pp. 419-428
    • Brase, G.L.1
  • 9
    • 84891273683 scopus 로고    scopus 로고
    • The power of representation and interpretation: doubling statistical reasoning performance with icons and frequentist interpretations of ambiguous numbers
    • Brase, G. L. (2014). The power of representation and interpretation: doubling statistical reasoning performance with icons and frequentist interpretations of ambiguous numbers. J. Cogn. Psychol. 26, 81-97. doi: 10.1080/20445911.2013.861840
    • (2014) J. Cogn. Psychol. , vol.26 , pp. 81-97
    • Brase, G.L.1
  • 10
    • 0032390790 scopus 로고    scopus 로고
    • Individuation, counting, and statistical inference: the roles of frequency and whole object representations in judgment under uncertainty
    • Brase, G. L., Cosmides, L., and Tooby, J. (1998). Individuation, counting, and statistical inference: the roles of frequency and whole object representations in judgment under uncertainty. J. Exp. Psychol. Gen. 127, 3-21. doi: 10.1037/0096-3445.127.1.3
    • (1998) J. Exp. Psychol. Gen. , vol.127 , pp. 3-21
    • Brase, G.L.1    Cosmides, L.2    Tooby, J.3
  • 11
    • 33646383633 scopus 로고    scopus 로고
    • Participant recruitment methods and statistical reasoning performance
    • Brase, G. L., Fiddick, L., and Harries, C. (2006). Participant recruitment methods and statistical reasoning performance. Q. J. Exp. Psychol. 59, 965-976. doi: 10.1080/02724980543000132
    • (2006) Q. J. Exp. Psychol. , vol.59 , pp. 965-976
    • Brase, G.L.1    Fiddick, L.2    Harries, C.3
  • 12
    • 0018167131 scopus 로고
    • Interpretation by physicians of clinical laboratory results
    • Casscells, W., Schoenberger, A., and Grayboys, T. (1978). Interpretation by physicians of clinical laboratory results. N. Engl. J. Med. 299, 999-1000. doi: 10.1056/NEJM197811022991808
    • (1978) N. Engl. J. Med. , vol.299 , pp. 999-1000
    • Casscells, W.1    Schoenberger, A.2    Grayboys, T.3
  • 13
    • 70350142795 scopus 로고    scopus 로고
    • Numeracy, frequency, and Bayesian reasoning
    • Chapman, G. B., and Liu, J. (2009). Numeracy, frequency, and Bayesian reasoning. Judgm. Decis. Mak . 4, 34-40.
    • (2009) Judgm. Decis. Mak. , vol.4 , pp. 34-40
    • Chapman, G.B.1    Liu, J.2
  • 14
    • 0042123195 scopus 로고    scopus 로고
    • Are humans good intuitive statisticians after all? Rethinking some conclusions from the literature on judgment under uncertainty
    • Cosmides, L., and Tooby, J. (1996). Are humans good intuitive statisticians after all? Rethinking some conclusions from the literature on judgment under uncertainty. Cognition 58, 1-73. doi: 10.1016/0010-0277(95)00664-8
    • (1996) Cognition , vol.58 , pp. 1-73
    • Cosmides, L.1    Tooby, J.2
  • 15
    • 0001865621 scopus 로고
    • Conservatism in human information processing
    • eds D. Kahneman, P. Slovic, and A. Tversky (New York, NY: Cambridge University Press)
    • Edwards, W. (1982). "Conservatism in human information processing," in Judgment Under Uncertainty: Heuristics and Biases, eds D. Kahneman, P. Slovic, and A. Tversky (New York, NY: Cambridge University Press).
    • (1982) Judgment Under Uncertainty: Heuristics and Biases
    • Edwards, W.1
  • 16
    • 0034672862 scopus 로고    scopus 로고
    • Frequency versus probability formats in statistical word problems
    • Evans, J. S., Handley, S. J., Perham, N., Over, D. E., and Thompson, V. A. (2000). Frequency versus probability formats in statistical word problems. Cognition 77, 197-213. doi: 10.1016/S0010-0277(00)00098-6
    • (2000) Cognition , vol.77 , pp. 197-213
    • Evans, J.S.1    Handley, S.J.2    Perham, N.3    Over, D.E.4    Thompson, V.A.5
  • 19
    • 84896210880 scopus 로고
    • Mending Wall
    • ed. L. Untermeyer (New York, NY: Harcourt, Brace and Howe), Available at
    • Frost, R. (1919/1999). "Mending Wall," in Modern American Poetry: An Introduction, ed. L. Untermeyer (New York, NY: Harcourt, Brace and Howe), Available at: www.bartleby.com/104/
    • (1919) Modern American Poetry: An Introduction
    • Frost, R.1
  • 20
    • 84875385959 scopus 로고    scopus 로고
    • Visual representation of statistical information improves diagnostic inferences in doctors and their patients
    • Garcia-Retamero, R., and Hoffrage, U. (2013). Visual representation of statistical information improves diagnostic inferences in doctors and their patients. Soc. Sci. Med. 83, 27-33. doi: 10.1016/j.socscimed.2013.01.034
    • (2013) Soc. Sci. Med. , vol.83 , pp. 27-33
    • Garcia-Retamero, R.1    Hoffrage, U.2
  • 21
    • 0035036117 scopus 로고    scopus 로고
    • Content-blind norms, no norms, or good norms? A reply to Vranas
    • Gigerenzer, G. (2001). Content-blind norms, no norms, or good norms? A reply to Vranas. Cognition 81, 93-103. doi: 10.1016/S0010-0277(00)00135-9
    • (2001) Cognition , vol.81 , pp. 93-103
    • Gigerenzer, G.1
  • 22
    • 78650969684 scopus 로고    scopus 로고
    • Heuristic decision making
    • Gigerenzer, G., and Gaissmaier, W. (2011). Heuristic decision making. Annu. Rev. Psychol. 62, 451-482. doi: 10.1146/annurev-psych-120709-145346
    • (2011) Annu. Rev. Psychol. , vol.62 , pp. 451-482
    • Gigerenzer, G.1    Gaissmaier, W.2
  • 24
    • 11944267218 scopus 로고
    • How to improve Bayesian reasoning without instruction: frequency formats
    • Gigerenzer, G., and Hoffrage, U. (1995). How to improve Bayesian reasoning without instruction: frequency formats. Psychol. Rev. 102, 684-704. doi: 10.1037/0033-295X.102.4.684
    • (1995) Psychol. Rev. , vol.102 , pp. 684-704
    • Gigerenzer, G.1    Hoffrage, U.2
  • 25
    • 0006621844 scopus 로고    scopus 로고
    • Overcoming difficulties in Bayesian reasoning: a reply to Lewis and Keren (1999) and Mellers and McGraw (1999)
    • Gigerenzer, G., and Hoffrage, U. (1999). Overcoming difficulties in Bayesian reasoning: a reply to Lewis and Keren (1999) and Mellers and McGraw (1999). Psychol. Rev. 106, 425-430. doi: 10.1037//0033-295X.106.2.425
    • (1999) Psychol. Rev. , vol.106 , pp. 425-430
    • Gigerenzer, G.1    Hoffrage, U.2
  • 26
    • 36148998410 scopus 로고    scopus 로고
    • The role of representation in Bayesian reasoning: correcting common misconceptions
    • Gigerenzer, G., and Hoffrage, U. (2007). The role of representation in Bayesian reasoning: correcting common misconceptions. Behav. Brain Sci. 30, 264. doi: 10.1017/S0140525X07001756
    • (2007) Behav. Brain Sci. , vol.30 , pp. 264
    • Gigerenzer, G.1    Hoffrage, U.2
  • 28
    • 0035214933 scopus 로고    scopus 로고
    • Solving probabilistic and statistical problems: a matter of information structure and question form
    • Girotto, V., and Gonzalez, M. (2001). Solving probabilistic and statistical problems: a matter of information structure and question form. Cognition 78, 247-276. doi: 10.1016/S0010-0277(00)00133-5
    • (2001) Cognition , vol.78 , pp. 247-276
    • Girotto, V.1    Gonzalez, M.2
  • 29
    • 0036264078 scopus 로고    scopus 로고
    • Chances and frequencies in probabilistic reasoning: rejoinder to Hoffrage, Gigerenzer, Krauss and Martignon
    • Girotto, V., and Gonzalez, M. (2002). Chances and frequencies in probabilistic reasoning: rejoinder to Hoffrage, Gigerenzer, Krauss and Martignon. Cognition 84, 353-359. doi: 10.1016/S0010-0277(02)00051-3
    • (2002) Cognition , vol.84 , pp. 353-359
    • Girotto, V.1    Gonzalez, M.2
  • 30
    • 84871106516 scopus 로고    scopus 로고
    • When and for whom do frequencies facilitate performance? On the role of numerical literacy
    • Hill, W. T., and Brase, G. L. (2012). When and for whom do frequencies facilitate performance? On the role of numerical literacy. Q J. Exp. Psychol. 65, 2343-2368. doi: 10.1080/17470218.2012.687004
    • (2012) Q J. Exp. Psychol. , vol.65 , pp. 2343-2368
    • Hill, W.T.1    Brase, G.L.2
  • 31
    • 0036267071 scopus 로고    scopus 로고
    • Representation facilitates reasoning: what natural frequencies are and what they are not
    • Hoffrage, U., Gigerenzer, G., Krauss, S., and Martignon, L. (2002). Representation facilitates reasoning: what natural frequencies are and what they are not. Cognition 84, 343-352. doi: 10.1016/S0010-0277(02)00050-1
    • (2002) Cognition , vol.84 , pp. 343-352
    • Hoffrage, U.1    Gigerenzer, G.2    Krauss, S.3    Martignon, L.4
  • 32
    • 84884784803 scopus 로고    scopus 로고
    • Words, numbers, & numeracy: diminishing individual differences in Bayesian reasoning
    • Johnson, E. D., and Tubau, E. (2013). Words, numbers, & numeracy: diminishing individual differences in Bayesian reasoning. Learn Individ. Differ. 28, 34-40. doi: 10.1016/j.lindif.2013.09.004
    • (2013) Learn Individ. Differ. , vol.28 , pp. 34-40
    • Johnson, E.D.1    Tubau, E.2
  • 34
    • 49649138413 scopus 로고
    • Subjective probability: a judgment of representativeness
    • Kahneman, D., and Tversky, A. (1972). Subjective probability: a judgment of representativeness. Cognit. Psychol. 3, 430-454. doi: 10.1016/0010-0285(72)90016-3
    • (1972) Cognit. Psychol. , vol.3 , pp. 430-454
    • Kahneman, D.1    Tversky, A.2
  • 35
    • 84880652878 scopus 로고    scopus 로고
    • Improving user performance in conditional probability problems with computer-generated diagrams
    • ed. M. Kurosu (Berlin: Springer Berlin Heidelberg)
    • Kellen, V., Chan, S., and Fang, X. (2013). "Improving user performance in conditional probability problems with computer-generated diagrams," in Human-Computer Interaction: Users and Contexts of Use , ed. M. Kurosu (Berlin: Springer Berlin Heidelberg), 183-192.
    • (2013) Human-Computer Interaction: Users and Contexts of Use , pp. 183-192
    • Kellen, V.1    Chan, S.2    Fang, X.3
  • 36
    • 0002918471 scopus 로고
    • Natural sampling: rationality without base rates
    • eds G. H. Fischer and D. Laming (New York, NY: Springer)
    • Kleiter, G. (1994). "Natural sampling: rationality without base rates," in Contributions to Mathematical Psychology, Psychometrics, and Methodology , eds G. H. Fischer and D. Laming (New York, NY: Springer), 375-388. doi: 10.1007/978-1-4612-4308-3_27
    • (1994) Contributions to Mathematical Psychology, Psychometrics, and Methodology , pp. 375-388
    • Kleiter, G.1
  • 37
    • 34548836013 scopus 로고    scopus 로고
    • The role of causality in judgment under uncertainty
    • Krynski, T. R., and Tenenbaum, J. B. (2007). The role of causality in judgment under uncertainty. J. Exp. Psychol. Gen. 136, 430-450. doi: 10.1037/0096-3445.136.3.430
    • (2007) J. Exp. Psychol. Gen. , vol.136 , pp. 430-450
    • Krynski, T.R.1    Tenenbaum, J.B.2
  • 38
    • 84876119023 scopus 로고    scopus 로고
    • Evolutionary modules and Bayesian facilitation: the role of general cognitive resources
    • Lesage, E., Navarrete, G., and De Neys, W. (2013). Evolutionary modules and Bayesian facilitation: the role of general cognitive resources. Think. Reason. 19, 27-53. doi: 10.1080/13546783.2012.713177
    • (2013) Think. Reason. , vol.19 , pp. 27-53
    • Lesage, E.1    Navarrete, G.2    De Neys, W.3
  • 39
    • 0041153755 scopus 로고    scopus 로고
    • On the difficulties underlying Bayesian reasoning: a comment on Gigerenzer and Hoffrage
    • Lewis, C., and Keren, G. (1999). On the difficulties underlying Bayesian reasoning: a comment on Gigerenzer and Hoffrage. Psychol. Rev. 106, 411-416. doi: 10.1037/0033-295X.106.2.411
    • (1999) Psychol. Rev. , vol.106 , pp. 411-416
    • Lewis, C.1    Keren, G.2
  • 40
    • 0035085441 scopus 로고    scopus 로고
    • General performance on a numeracy scale among highly educated samples
    • Lipkus, I. M., Samsa, G., and Rimer, B. K. (2001). General performance on a numeracy scale among highly educated samples. Med. Decis. Making 21, 37-44. doi: 10.1177/0272989X0102100105
    • (2001) Med. Decis. Making , vol.21 , pp. 37-44
    • Lipkus, I.M.1    Samsa, G.2    Rimer, B.K.3
  • 41
    • 21844527187 scopus 로고
    • Pragmatic aspects of the base-rate fallacy
    • Macchi, L. (1995). Pragmatic aspects of the base-rate fallacy. Q. J. Exp. Psychol. Human Exp. Psychol. 48A, 188-207. doi: 10.1080/14640749508401384
    • (1995) Q. J. Exp. Psychol. Human Exp. Psychol. , vol.48 A , pp. 188-207
    • Macchi, L.1
  • 42
    • 0032387202 scopus 로고    scopus 로고
    • Computational features vs frequentist phrasing in the base-rate fallacy
    • Macchi, L., and Mosconi, G. (1998). Computational features vs frequentist phrasing in the base-rate fallacy. Swiss J. Psychol. 57, 79-85.
    • (1998) Swiss J. Psychol. , vol.57 , pp. 79-85
    • Macchi, L.1    Mosconi, G.2
  • 44
    • 84926625642 scopus 로고    scopus 로고
    • Whose statistical reasoning is facilitated by causal structure intervention?
    • McNair, S., and Feeney, A. (2015). Whose statistical reasoning is facilitated by causal structure intervention? Psychon. Bull. Rev . 22, 258-264. doi: 10.3758/s13423-014-0645-y
    • (2015) Psychon. Bull. Rev . , vol.22 , pp. 258-264
    • McNair, S.1    Feeney, A.2
  • 45
    • 0006606368 scopus 로고    scopus 로고
    • How to improve Bayesian reasoning: comment on Gigerenzer and Hoffrage 1995
    • Mellers, B. A., and McGraw, A. P. (1999). How to improve Bayesian reasoning: comment on Gigerenzer and Hoffrage 1995. Psychol. Rev. 106, 417-424. doi: 10.1037/0033-295X.106.2.417
    • (1999) Psychol. Rev. , vol.106 , pp. 417-424
    • Mellers, B.A.1    McGraw, A.P.2
  • 47
    • 84893050286 scopus 로고    scopus 로고
    • Ecological rationality or nested sets? Individual differences in cognitive processing predict Bayesian reasoning
    • Sirota, M., Juanchich, M., and Hagmayer, Y. (2014a). Ecological rationality or nested sets? Individual differences in cognitive processing predict Bayesian reasoning. Psychon. Bull. Rev. 21, 198-204. doi: 10.3758/s13423-013-0464-6
    • (2014) Psychon. Bull. Rev. , vol.21 , pp. 198-204
    • Sirota, M.1    Juanchich, M.2    Hagmayer, Y.3
  • 48
    • 84904509549 scopus 로고    scopus 로고
    • The effect of iconicity of visual displays on statistical reasoning: evidence in favor of the null hypothesis
    • Sirota, M, Kostovičová, L., and Juanchich, M. (2014b). The effect of iconicity of visual displays on statistical reasoning: evidence in favor of the null hypothesis. Psychon. Bull. Rev. 21, 961-968. doi: 10.3758/s13423-013-0555-4
    • (2014) Psychon. Bull. Rev. , vol.21 , pp. 961-968
    • Sirota, M.1    Kostovičová, L.2    Juanchich, M.3
  • 50
    • 0016264378 scopus 로고
    • Judgment under uncertainty: heuristics and biases
    • Tversky, A., and Kahneman, D. (1974). Judgment under uncertainty: heuristics and biases. Science 185, 1124-1131. doi: 10.1126/science.185.4157.1124
    • (1974) Science , vol.185 , pp. 1124-1131
    • Tversky, A.1    Kahneman, D.2
  • 51
    • 0002554835 scopus 로고
    • Evidential impact of base rates
    • eds D. Kahneman, P. Slovic, and A. Tversky (Cambridge: Cambridge University Press)
    • Tversky, A., and Kahneman, D. (1982). "Evidential impact of base rates," in Judgment Under Uncertainty: Heuristics and Biases , eds D. Kahneman, P. Slovic, and A. Tversky (Cambridge: Cambridge University Press), 153-160. doi: 10.1017/CBO9780511809477.011
    • (1982) Judgment Under Uncertainty: Heuristics and Biases , pp. 153-160
    • Tversky, A.1    Kahneman, D.2
  • 52
    • 43249084062 scopus 로고
    • Extensional versus intuitive reasoning: the conjunction fallacy in probability judgment
    • Tversky, A., and Kahneman, D. (1983). Extensional versus intuitive reasoning: the conjunction fallacy in probability judgment. Psychol. Rev. 90, 293-315. doi: 10.1037/0033-295X.90.4.293
    • (1983) Psychol. Rev. , vol.90 , pp. 293-315
    • Tversky, A.1    Kahneman, D.2
  • 53
    • 0034648924 scopus 로고    scopus 로고
    • Gigerenzer's normative critique of Kahneman and Tversky
    • Vranas, P. B. M. (2000). Gigerenzer's normative critique of Kahneman and Tversky. Cognition 76, 179-193. doi: 10.1016/S0010-0277(99)00084-0
    • (2000) Cognition , vol.76 , pp. 179-193
    • Vranas, P.B.M.1
  • 54
    • 0038305828 scopus 로고    scopus 로고
    • Facilitating normative judgments of conditional probability: frequency or nested sets?
    • Yamagishi, K. (2003). Facilitating normative judgments of conditional probability: frequency or nested sets? Exp. Psychol . 50, 97-106. doi: 10.1026//1618-3169.50.2.97
    • (2003) Exp. Psychol . , vol.50 , pp. 97-106
    • Yamagishi, K.1


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