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. Author manuscript; available in PMC: 2018 Jul 27.
Published in final edited form as: B E J Econom Anal Policy. 2017 Mar 31;17(2):10.1515/bejeap-2015-0212. doi: 10.1515/bejeap-2015-0212

Table 4.

Estimated relationship between earnings or education and personality with and without controlling for childhood health and maltreatment indicators (Reported: marginal effects)

Dependent Variable

Log Earnings (1a) Log Earnings (1b) % Diff College degree (2a) College degree (2b) % Diff

Extraversion 0.050***
(0.014)
0.048***
(0.014)
−4 −0.018***
(0.004)
−0.020***
(0.004)
8.7
Neuroticism −0.086***
(0.017)
−0.074***
(0.016)
−14 −0.042***
(0.004)
−0.031***
(0.004)
26**
Agreeableness 0.014
(0.019)
0.009
(0.018)
−35.7 0.042***
(0.005)
0.042***
(0.005)
1.7
Conscientious. 0.042***
(0.015)
0.023
(0.015)
−45.2** 0.022***
(0.004)
0.013***
(0.004)
38.4**
Openness −0.026
(0.017)
−0.029*
(0.016)
11.5 0.030***
(0.004)
0.031***
(0.004)
1.4
Family Background and Cognitive Ability Yes Yes Yes Yes
Childhood health and maltreatment No Yes No Yes
Observations 8,195 8,195 10,693 10,693
R-squared 0.106 0.134 0.2174 0.2404

Note: All models control for the full set of family background variables and cognitive ability as in Fletcher (2013) for earnings and in Lundberg (2013) for the probability to obtain a college degree. Outcomes and personality are measured in Wave 4. Models (1a) and (1b) are estimated with ordinary least squares. Models (2a) and (b) are estimated with a linear probability model.

***

p<0.01,

**

p<0.05,

*

p<0.1.