Dependent variable: | |||
---|---|---|---|
Travel Distance (km) | |||
Model i b | Model ii b | Model iii b | |
B (95%CI) | B(95%CI) | B (95%CI) | |
Income Categorya | |||
Mid Income | −0.65 (−2.39, 1.10) | −0.09 (−1.82, 1.63) | 0.19 (−1.58, 1.96) |
Low Income | −0.91 (−2.24, 0.43) | 0.19 (−0.94, 1.31) | 0.56 (−0.60, 1.72) |
No Income Info | −1.44 (−3.28, 0.39) | −1.13∗ (−2.33, 0.08) | −0.61 (−1.85, 0.63) |
Ethnicitya | |||
Indian | 0.41 (−1.64, 2.45) | ||
Malay | −0.81 (−3.68, 2.07) | ||
Other Ethnicity | −0.29 (−2.35, 1.77) | ||
Age Categorya | |||
Under 30 | −0.54 (−1.52, 0.44) | ||
More than 65 | −0.54 (−3.67, 2.58) | ||
Age: no response | −0.53 (−3.13, 2.06) | ||
Gendera | |||
Male | 0.67 (−0.66, 1.99) | ||
Survey Locationa | |||
Hong Lim | −0.06 (−0.65, 0.53) | −0.40 (−0.98, 0.18) | |
Tanglin | −2.72∗∗∗ (−4.42,−1.01) | −3.19∗∗∗ (−4.38,−1.99) | |
Jurong West | −5.53∗∗∗ (−7.47,−3.59) | −4.21∗∗∗ (−5.90,−2.53) | |
Buangkok | −5.03∗∗∗ (−6.27,−3.79) | −3.18∗∗∗ (−4.56,−1.80) | |
Bukit Gombak | −4.93∗∗∗ (−6.59,−3.26) | −3.38∗∗∗ (−4.85,−1.91) | |
Marine Parade | −3.14∗∗∗ (−4.78,−1.50) | −3.19∗∗∗ (−4.22,−2.15) | |
Changi Village | 1.34 (−0.51, 3.19) | 0.83 (−0.60, 2.26) | |
Origin Typea | |||
Origin: Work | −1.59 (−4.33, 1.16) | −1.23 (−3.75, 1.29) | |
Origin: Other | −1.05 (−4.15, 2.04) | −0.75 (−3.12, 1.61) | |
Time of Surveya | |||
Morning | 0.35 (−0.96, 1.66) | 0.46 (−0.72, 1.65) | |
Evening | 0.29 (−1.04, 1.61) | 0.60∗ (−0.15, 1.35) | |
Origin’s Food Intensity (km2) | −0.01∗∗∗ (−0.01,−0.002) | −0.002 (−0.01, 0.003) | |
Origin’s PT Intensity (km2) | −0.01 (−0.09, 0.07) | −0.03 (−0.07, 0.01) | |
Travel Modea | |||
Public Transport | −0.07 (−0.96, 0.83) | ||
Walking | −5.06∗∗∗ (−6.30,−3.82) | ||
Other | −1.38 (−4.57, 1.80) | ||
Interactions | |||
Work:Morning | 2.51 (−1.29, 6.31) | 0.66 (−2.82, 4.15) | |
Other:Morning | −3.11∗∗∗ (−5.02,−1.19) | −1.84 (−4.81, 1.13) | |
Work: Evening | 2.00 (−0.99, 5.00) | 1.11 (−0.96, 3.18) | |
Other:Evening | 0.97 (−1.67, 3.61) | −0.24 (−2.36, 1.89) | |
Constant | 5.29∗∗∗ (3.52, 7.05) | 8.61∗∗∗ (4.50, 12.73) | 9.37∗∗∗ (6.46, 12.28) |
Observations | 529 | 529 | 529 |
R2 | 0.01 | 0.24 | 0.36 |
Adjusted R2 | -0.004 | 0.21 | 0.33 |