Studying the Role of Behavioral Characteristics in Individuals Travel Choice Behavior in Response to Earthquake Disaster Using Discrete Choice Models

Table 8

Multinomial logit of hypothetical evacuation destination.

Independent variable	Dependent variable
	DESTINATION1			DESTINATION2			DESTINATION3			DESTINATION4	DESTINATION5
	Coefficient	t-stat	value	Coefficient	t-stat	value	Coefficient	t-stat	value	Coefficient	Coefficient	t-stat	value
GENDER	1.288	3.86	≤0.001	2.019	4.58	≤0.001	−3.789	−6.60	≤0.001	Base outcome	0.317	0.72	0.015
AGE2	−0.504	−1.23	≤0.001	3.010	5.71	≤0.001	−2.398	−6.53	≤0.001		1.339	3.28	≤0.001
AGE4	2.243	5.21	≤0.001	6.794	9.91	≤0.001	−1.799	−2.34	0.019		2.044	4.45	≤0.001
MARAIGE	−1.016	−2.68	0.007	−2.24	−7.24	≤0.001	−1.50	−4.19	≤0.001		−3.055	−6.88	≤0.001
TRAFFIC3	−0.359	−0.99	0.009	2.551	2.28	0.022	2.375	6.21	≤0.001		−1.065	−2.43	0.015
FAMILIAR5	−1.461	−3.20	≤0.001	−3.069	−3.25	≤0.001	2.429	5.83	≤0.001		1.253	3.52	≤0.001
EXPERIENCE4	0.932	2.65	0.008	—	—	—	2.910	3.98	≤0.001		—	—	—
RELIGIOUS3	—	—	—	−3.649	−4.41	0.001	—	—	—		−1.377	3.31	≤0.001
TRAINING4	1.300	3.69	≤0.001	—	—	—	—	—	—		1.051	2.99	0.003
FOLLOW3	—	—	—	—	—	—	0.813	2.08	0.038		−1.223	−2.56	0.010
SEVERITY1	−2.056	−3.68	≤0.001	−0.72	−0.79	≤0.001	2.178	−3.30	≤0.001		−3.769	−4.52	≤0.001
SEVERITY2	—	—	—	−2.34	−2.02	0.044	−1.424	−2.59	0.010		—	—	—
SEVERITY3	−2.426	−3.35	≤0.001	2.229	4.33	≤0.001	−1.731	−1.95	0.051		1.764	3.06	0.002
TIME	—	—	—	−0.879	−3.49	≤0.001	0.464	1.65	0.010		−0.407	−1.65	0.065
Log likelihood function	−941.267
Wald chi-squared (44)	510.12
Significance level	≤0.001
Prob > Chi2(χ2)	≤0.001

Note., ,  = => Significance at 1%, 5%, 10% level.