Variable

Homogeneity

Heterogeneity

MNL

Extended MNL

Mixed Logit

Extended Mixed Logit

ASC

WRO

WROSA

LHP

BIOC1

BIOC2

AP

−0.159 (0.197)

1.073^*** (0.127)

1.621^*** (0.144)

0.984^*** (0.118)

1.650^*** (0.138)

1.796^*** (0.149)

−0.146^*** (0.028)

0.176 (0.256)

0.479^*** (0.161)

1.352^*** (0.180)

1.008^*** (0.121)

1.645^*** (0.139)

1.827^*** (0.153)

−0.157^*** (0.050)

1.759^* (1.048)

1.756^*** (0.302)

2.603^*** (0.417)

2.191^*** (0.435)

2.670^*** (0.359)

2.794^*** (0.435)

−0.358^*** (0.082)

4.210^** (2.142)

0.717^** (0.333)

2.394^*** (0.548)

2.556^*** (0.662)

2.953^*** (0.580)

3.188^*** (0.731)

−0.452^*** (0.129)

Non-attribute variables

ASC*MALE

WRO*EUT

WROSA*EUT

Std.Devs

WRO

WROSA

LHP

BIOC1

BIOC2

−0.566^** (0.269)

1.372^*** (0.250)

0.693^** (0.270)

0.159 (1.062)

0.802 (0.705)

3.264^*** (0.666)

0.667 (0.526)

0.500 (0.962)

−1.757^* (0.947)

2.994^*** (0.898)

1.617^** (0.662)

0.041 (0.810)

1.167 (0.808)

3.874^*** (1.041)

0.724 (0.748)

0.962 (0.947)

Log likelihood

Pseudo R² (ρ²)

−650

0.260

−629

0.280

−627

0.434

−602

0.456