Table 2. Multinomial logit regression...

Table 2.

Multinomial logit regression marginal effects on employment outcome in 2010

Variables	Tenure track		Other academic		Government
Variables	Margin	Std. Err.	Margin	Std. Err.	Margin	Std. Err.
Women	−0.042	0.035	0.053*	0.023	0.052*	0.021
Asian	0.022	0.046	0.007	0.056	−0.010	0.035
URM	0.009	0.031	0.017	0.045	0.028	0.027
US citizen	−0.006	0.022	0.040+	0.021	−0.012	0.018
Age	0.012	0.018	0.005	0.012	0.011	0.015
Responses in 2001
Married	0.012	0.027	0.027	0.024	−0.029	0.020
Dependents < 6	0.017	0.025	0.022	0.024	0.017	0.022
Women*Dependents	0.014	0.052	−0.018	0.041	−0.122*	0.054
Employment in 2001
Government	0.081+	0.049	0.019	0.043	0.222*	0.024
Tenure track faculty	0.435*	0.048	0.176*	0.040	−0.827*	0.117
Postdoc	0.224*	0.032	0.130*	0.033	0.102*	0.034
Other academic	0.117*	0.025	0.131*	0.020	0.043+	0.023
Unemployed	0.066	0.071	0.035	0.047	0.101*	0.041

Variables	Tenure track		Other academic		Government
Variables	Margin	Std. Err.	Margin	Std. Err.	Margin	Std. Err.
Women	−0.042	0.035	0.053*	0.023	0.052*	0.021
Asian	0.022	0.046	0.007	0.056	−0.010	0.035
URM	0.009	0.031	0.017	0.045	0.028	0.027
US citizen	−0.006	0.022	0.040+	0.021	−0.012	0.018
Age	0.012	0.018	0.005	0.012	0.011	0.015
Responses in 2001
Married	0.012	0.027	0.027	0.024	−0.029	0.020
Dependents < 6	0.017	0.025	0.022	0.024	0.017	0.022
Women*Dependents	0.014	0.052	−0.018	0.041	−0.122*	0.054
Employment in 2001
Government	0.081+	0.049	0.019	0.043	0.222*	0.024
Tenure track faculty	0.435*	0.048	0.176*	0.040	−0.827*	0.117
Postdoc	0.224*	0.032	0.130*	0.033	0.102*	0.034
Other academic	0.117*	0.025	0.131*	0.020	0.043+	0.023
Unemployed	0.066	0.071	0.035	0.047	0.101*	0.041

Notes:

PhD completion year, age squared and indicator for PhD with disability were included in the model, but are not shown. Comparison groups are industry for employment in 2001 and White for race/ethnicity. *p < 0.05, +p < 0.10,

N = 819 observations

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