Mixed logit | Model (1) | Model (2) | Model (3) | Model (4) | ||||||||||||||||||||
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Attributes | Main effects only | # of children <5 | Male | Years of work | ||||||||||||||||||||
Mean | SD | SE | p value | 95 % CI | Mean | SD | SE | p value | 95 % CI | Mean | SD | SE | p value | 95 % CI | Mean | SD | SE | p value | 95 % CI | |||||
Salary | 0.52 | −0.37 | 0.09 | <0.01 | 0.34 | 0.7 | 0.43 | −0.36 | 0.1 | <0.01 | 0.23 | 0.62 | 0.49 | −0.37 | 0.1 | <0.01 | 0.3 | 0.68 | 0.24 | −0.37 | 0.13 | 0.068 | −0.02 | 0.49 |
Children’s education | 0.46 | −0.63 | 0.1 | <0.01 | 0.27 | 0.66 | 0.3 | −0.58 | 0.11 | <0.01 | 0.09 | 0.5 | 0.45 | −0.62 | 0.1 | <0.01 | 0.24 | 0.65 | 0.36 | −0.63 | 0.15 | 0.014 | 0.07 | 0.65 |
Equipment | 0.49 | −0.47 | 0.09 | <0.01 | 0.31 | 0.67 | 0.45 | −0.47 | 0.1 | <0.01 | 0.26 | 0.65 | 0.45 | −0.46 | 0.1 | <0.01 | 0.25 | 0.64 | 0.48 | −0.5 | 0.14 | <0.01 | 0.21 | 0.76 |
Management | 0.66 | 0.09 | <0.01 | 0.48 | 0.83 | 0.62 | 0.1 | <0.01 | 0.43 | 0.81 | 0.64 | 0.09 | <0.01 | 0.46 | 0.83 | 0.68 | 0.13 | <0.01 | 0.42 | 0.94 | ||||
Study leave | 2.03 | −1.42 | 0.17 | <0.01 | 1.69 | 2.36 | 2.03 | −1.4 | 0.18 | <0.01 | 1.68 | 2.39 | 1.93 | −1.4 | 0.18 | <0.01 | 1.58 | 2.27 | 2.14 | −1.44 | 0.24 | <0.01 | 1.68 | 2.61 |
Housing | 0.68 | 0.09 | <0.01 | 0.5 | 0.86 | 0.61 | 0.1 | <0.01 | 0.42 | 0.8 | 0.64 | 0.1 | <0.01 | 0.46 | 0.83 | 0.58 | 0.13 | <0.01 | 0.33 | 0.83 | ||||
Transportation | 0.28 | 0.08 | <0.01 | 0.11 | 0.44 | 0.23 | 0.09 | 0.012 | 0.05 | 0.41 | 0.29 | 0.09 | <0.01 | 0.12 | 0.47 | 0.25 | 0.13 | 0.044 | 0.01 | 0.5 | ||||
Interaction terms | ||||||||||||||||||||||||
Salary | 0.35 | 0.16 | 0.031 | 0.03 | 0.67 | 0.26 | 0.29 | 0.384 | −0.32 | 0.83 | 0.28 | 0.1 | <0.01 | 0.09 | 0.47 | |||||||||
Children’s education | 0.58 | 0.18 | <0.01 | 0.24 | 0.93 | 0.21 | 0.33 | 0.535 | −0.45 | 0.86 | 0.11 | 0.11 | 0.303 | −0.1 | 0.32 | |||||||||
Equipment | 0.15 | 0.15 | 0.302 | −0.14 | 0.44 | 0.42 | 0.29 | 0.153 | −0.16 | 1 | 0.02 | 0.1 | 0.871 | −0.18 | 0.21 | |||||||||
Management | 0.16 | 0.14 | 0.255 | −0.11 | 0.43 | 0.16 | 0.29 | 0.569 | −0.4 | 0.72 | −0.01 | 0.09 | 0.913 | −0.19 | 0.17 | |||||||||
Study leave | 0.02 | 0.22 | 0.927 | −0.42 | 0.46 | 0.78 | 0.43 | 0.068 | −0.06 | 1.62 | −0.08 | 0.15 | 0.603 | −0.38 | 0.22 | |||||||||
Housing | 0.29 | 0.16 | 0.064 | −0.02 | 0.6 | 0.3 | 0.28 | 0.289 | −0.26 | 0.86 | 0.11 | 0.09 | 0.243 | −0.07 | 0.3 | |||||||||
Transportation | 0.18 | 0.13 | 0.167 | −0.08 | 0.45 | −0.04 | 0.27 | 0.869 | −0.58 | 0.49 | 0.03 | 0.09 | 0.729 | −0.15 | 0.21 | |||||||||
Log-likelihood | −747.59 | −739.6 | −744.54 | −742.33 | ||||||||||||||||||||
Likelihood ratio χ2 | 103.66 | 100.48 | 101.45 | 104.14 |