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. 2015 Oct 27;6:1616. doi: 10.3389/fpsyg.2015.01616

Table 5.

R2 and unstandardized B from regressions predicting the Big Five ratings from Study 1 via attributes measured on the faces.

Openness Extraversion Agreeableness Emotional stability Conscientiousness
B Std. Error B Std. Error B Std. Error B Std. Error B Std. Error
(Constant) 3.88** 0.15 4.42** 0.17 3.96** 0.13 4.45** 0.16 3.47** 0.19
Mouth height 0.09 0.14 −0.33* 0.15 −0.34* 0.12 −0.38* 0.14 −0.22 0.18
Mouth width 1.09** 0.10 1.28** 0.11 0.92** 0.09 1.06** 0.11 0.33* 0.13
Mouth gap 0.49* 0.15 0.88** 0.17 0.38* 0.13 0.43* 0.16 −0.08 0.19
Bottom lip curve 1.17** 0.11 1.29** 0.12 0.62** 0.09 0.95** 0.12 0.06 0.14
Mouth-nose distance −0.18* 0.08 −0.22* 0.09 −0.19* 0.07 −0.28* 0.08 −0.35** 0.10
Nose width 0.29* 0.09 0.16 0.1 −0.01 0.07 0.21* 0.09 −0.33* 0.11
Iris area −0.21** 0.06 −0.24** 0.06 −0.04 0.05 −0.31** 0.06 0.25* 0.07
Skin hue (yellowness-redness) 0.25 0.16 −0.05 0.18 −0.24 0.14 −0.09 0.17 −0.57* 0.21
Skin saturation −0.24* 0.12 −0.26* 0.13 −0.28* 0.10 0.03 0.12 −0.37* 0.15
Skin value (brightness) −0.16* 0.06 −0.21* 0.07 −0.16* 0.05 −0.10 0.06 −0.42** 0.08
Hue entropy −0.36 0.19 −0.78** 0.21 −0.99** 0.16 −0.50* 0.20 −1.77** 0.24
Saturation entropy 0.26 0.28 0.84* 0.31 0.93** 0.24 0.56 0.30 1.57** 0.36
Value (brightness) entropy 0.21 0.21 −0.07 0.23 −0.27 0.18 −0.10 0.22 −0.53* 0.27
Stubble 0.05 0.03 0 0.03 −0.06* 0.02 0.02 0.03 −0.11* 0.04
Cheek gradient 0.08 0.09 −0.04 0.10 −0.05 0.07 −0.05 0.09 −0.04 0.11
Eye socket gradient −0.11 0.08 −0.08 0.09 −0.23* 0.07 −0.21* 0.08 −0.11 0.10
Eyes-eyebrows distance 0.26** 0.07 0.20* 0.07 0.4** 0.05 0.26** 0.07 −0.20* 0.08
R2 0.67** 0.69** 0.55** 0.58** 0.19**
**

p < 0.001,

*

p < 0.05.