Research Article
Impact of Shared Bus on Campus Travel and Space Optimization Based on Activity Travel Behavior
| | | Weekend | Workday | | Coef. | RR | Coef. | RR |
| | Personal attribute variable | | GPA | ∼20% | — | — | — | — | | 20%∼50% | −0.38 (0.163) | 0.70 | −0.31 (0.142) | 1.37 | | 50%∼80% | 0.06 (0.147) | 1.10 | 0.38 (0.149) | 1.45 | | 80%∼ | 0.14 (0.249) | 1.15 | 0.65 (0.230) | 1.92 | | Family from | Rural | — | — | — | — | | City | −0.22 (0.131) | 0.79 | — | — | | Gender | Female | — | — | — | — | | Male | 0.26 (0.118) | 1.28 | — | — | | Subject type | Liberal arts | — | — | — | — | | Science and engineering | — | — | 0.23 (0.144) | 1.26 | | Study pressure | Very heavy | — | — | — | — | | Heavy | — | — | −0.35 (0.170) | 1.42 | | Commonly | — | — | −0.53 (0.180) | 1.70 | | Relaxed | — | — | 0.18 (0.249) | 1.20 | | Very relaxed | — | — | 0.04 (0.372) | 1.04 |
| | Travel-related variables | | Travel time (min) | — | — | 0.02 (0.012) | 1.02 | | Remaining time budget | −0.85 (0.361) | 2.25 | −0.52 (0.313) | 1.68 | | Location type | Classroom | — | — | — | — | | Library | −0.53 (0.177) | 0.59 | — | — | | Other | −0.13 (0.131) | 0.88 | — | — |
| | Model statistics | | Chi-square value | 35.940 | 31.676 | | Significance | | |
|
|
|
