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. 2015 Jul 27;6:938. doi: 10.3389/fpsyg.2015.00938

Table 2.

Summary of significant individual differences effects reported in Bayesian word problems presenting normalized information or natural frequencies.

Numeracy/education IQ-raven CRT I Thinking disposition
NORMALIZED VERSIONS*
Chapman and Liu, 2009 No
Siegrist and Keller, 2011 Yes/No a
Hill and Brase, 2012 No
Garcia-Retamero and Hoffrage, 2013 Yes
Johnson and Tubau, 2013 Yes/No a
Lesage et al., 2013 No
Sirota et al., 2014a Yes No Yes/No b
Ayal and Beyth-Marom, 2014 Yes c
McNair and Feeney, 2015 Yes/No d Yes No e
NATURAL FREQUENCIES
Brase et al., 2006 Yes
Chapman and Liu, 2009 Yes
Sirota and Juanchich, 2011 Yes Yes
Siegrist and Keller, 2011 Yes/No f
Hill and Brase, 2012 Yes
Garcia-Retamero and Hoffrage, 2013 Yes
Johnson and Tubau, 2013 Yes/No g
Lesage et al., 2013 Yes
Sirota et al., 2014a Yes Yes Yes/No b

Note that variation exists between the specific context and numbers used across studies, as well as specific measures and criteria used to determine low vs. high performers (see text for additional details, and original articles for full problems and explanations).

*

It is important to note that YES with normalized versions does not imply “good” reasoning, with most higher ability participants typically below 30% correct response.

I

CRT, Cognitive Reflection Test (Frederick, 2005).

a

YES with simple versions; NO with complex versions (floor effect).

b

YES with REI (rational-experiential inventory; rational thinking); NO with CAOMTS (actively open-minded thinking).

c

Information was normalized, but problems manipulated to require only simple single-step arithmetic.

d

Higher numerate benefited more from causal manipulation used in Krynski and Tenenbaum (2007).

e

NO with REI.

f

YES in study 1; NO in study 2 (though clear trend).

g

YES with complex text; NO with short, simple text.