Prediction of Individual Social-Demographic Role Based on Travel Behavior Variability Using Long-Term GPS Data

Table 7

Statistical analysis of variances of travel behavior features for threshold-40.

Features	Statistical measures	Type 1		Type 0
		≤40 (1272)	>40 (847)	≤40 (379)	>40 (174)
HH departure time SEM	Mean	4.17	1.99	3.66	1.94
	Std.	3.28	0.46	2.90	0.47
	t-value	23.26	—	11.22	—
	p value	0.00	—	0.00	—
HH location entropy	Mean	2.21	3.10	2.20	3.15
	Std.	0.92	0.57	0.95	0.51
	t-value	−27.52	—	−15.08	—
	p value	0.00	—	0.00	—
HH travel time SEM	Mean	129.84	103.76	393.90	164.91
	Std.	388.96	164.87	409.97	264.37
	t-value	2.12	—	1.82	—
	p value	0.03	—	0.07	—
HH driving time ratio SEM	Mean	0.06	0.03	0.06	0.03
	Std.	0.05	0.01	0.06	0.01
	t-value	21.29	—	10.22	—
	p value	0.00	—	0.00	—
HN departure time SEM	Mean	1.46	0.83	2.42	1.11
	Std.	2.23	0.59	2.95	0.60
	t-value	9.53	—	8.22	—
	p value	0.00	—	0.00	—
HN location entropy	Mean	0.89	1.32	0.98	1.38
	Std.	0.77	0.75	0.93	0.98
	t-value	−12.89	—	−4.44	—
	p value	0.00	—	0.00	—
HN travel time SEM	Mean	46.38	52.15	36.16	23.12
	Std.	276.03	192.73	103.15	37.95
	t-value	−0.57	—	2.16	—
	p value	0.57	—	0.03	—
HN driving time ratio SEM	Mean	0.04	0.02	0.05	0.03
	Std.	0.05	0.01	0.06	0.01
	t-value	11.24	—	7.34	—
	p value	0.00	—	0.00	—