A Choice Behavior Model of Bike-Sharing Based on User Perception, Psychological Expectations, and Loyalty

Table 3

Descriptive statistics for indicators of model constructs.

Question	Median	Mean	SD	Strongly disagree	2	3	4	Strongly agree
VI1	4	3.75	0.604	0	0.4	32.9	58.3	8.4
VI2	4	3.89	0.584	0	0	23.2	64.7	12.1
XQVI3	4	3.73	0.623	0	0	36.7	53.8	9.5
CON1	4	4.11	0.765	0.9	1.9	13.2	53.3	30.8
CON2	4	3.98	0.764	0.2	2.6	21.4	51	24.8
CON3	4	4.05	0.705	0.4	2.1	13.9	59.2	24.4
CON4	4	3.90	0.753	0	2.5	26.5	49.7	21.3
EC1	4	3.77	0.836	1.1	4.9	28.1	48	17.9
EC2	4	3.81	0.795	0.4	4.6	27.2	49.7	18.1
EC3	4	3.73	0.832	0.7	4.2	35.1	41.7	18.3
COM	4	3.59	0.867	0.7	9.3	34.1	41.8	14.1
COM2	3	3.11	0.883	3.2	20.9	41.7	30.6	3.7
COM3	3	3.04	0.907	4	23.4	41.5	27.2	3.9
COM4	4	3.53	0.894	1.6	10	35.3	40.4	12.7
PS1	4	3.54	0.828	0.9	10	32.5	47.5	9.1
PS2	4	3.56	0.779	0.5	7.9	35.3	47.8	8.4
PS3	3	3.28	0.835	2.6	13.5	40.6	39.9	3.3
PS4	3	3.18	0.817	3	14.1	47.5	32.7	2.8
US1	4	3.67	0.788	0.7	5.1	33.7	47.8	12.7
US2	4	3.61	0.785	0.4	6	38.1	43.8	11.8
US3	4	3.74	0.774	0.9	3.9	29.2	52.2	13.9
UL1	4	3.75	0.793	0.7	4.6	28.8	50.4	15.5
UL2	4	3.89	0.771	0.4	2.8	25.3	50.6	20.9
				Very low				Very high
(km)				<1	1–2	2–3	3–5	>5
TC1	4	3.68	1.107	4	14.1	15.8	42	24.1
(min)				<5	5–15	15–30	30–45	>45
TC2	4	3.82	0.829	1.1	3.5	28.1	47.1	20.2
(times)				<1	1–2	3–5	6–10	>10
TC3	4	3.91	0.882	0.7	4.2	27.1	39.7	28.3
(years)				<18	18–25	25–35	35–50	>50
SD1	3	2.78	1.097	10	36.9	24.8	22	6.4
				Student	Civil servant/institution staff	Company staff	Self-employed entrepreneur	Boss or executive
SD2	3	2.88	1.425	29	3	37.1	12.8	18.1
(Thousand yuan)				<3	3–6	6–10	10–20	>20
SD3	3	2.45	1.207	28.1	25.1	25.8	15.8	5.1

Note. VI, value identity; CON, convenience; EC, economy; COM, comfort; PS, perceived safety; US, user satisfaction; UL, user loyalty; TC, travel characteristics; SD, sociodemographic factors. indicates reverse scoring.