Research Article
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 |
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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. |