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. 2021 Aug 20;96:103168. doi: 10.1016/j.jtrangeo.2021.103168

Table 5.

Changes in car and bus usage by land price.

Variable Car
Bus
Coef. Std. Err. Coef. Std. Err.
Fixed effect
 Intercept 7.556 0.423 ⁎⁎⁎ 0.278 0.148
 Number of confirmed cases −0.007 0.002 ⁎⁎⁎ −0.056 0.002 ⁎⁎⁎
 Weekend −0.264 0.006 ⁎⁎⁎ −0.400 0.007 ⁎⁎⁎
 Residential use −0.618 0.732 2.386 0.904 ⁎⁎⁎
 Commercial/office use 2.680 1.059 ⁎⁎ 4.912 1.333 ⁎⁎⁎
 Land price 0.260 0.118 ⁎⁎ 0.513 0.136 ⁎⁎⁎
 Length of arterial roads 0.047 0.029
 Number of bus routes 0.041 0.009 ⁎⁎⁎
 Population 0.081 0.047 0.511 0.044 ⁎⁎⁎
 Employment −0.015 0.072 0.131 0.040 ⁎⁎⁎
 Temperature: cold −0.002 0.004 0.024 0.005 ⁎⁎⁎
 Temperature: hot 0.072 0.008 ⁎⁎⁎ 0.112 0.011 ⁎⁎⁎
 Precipitation −0.003 0.000 ⁎⁎⁎ −0.007 0.000 ⁎⁎⁎
 Land price ∗ Weekend 0.039 0.007 ⁎⁎⁎ −0.120 0.010 ⁎⁎⁎
 Number of confirmed cases ∗ Weekend −0.023 0.003 ⁎⁎⁎ −0.024 0.003 ⁎⁎⁎
 Number of confirmed cases ∗ Land price −0.007 0.002 ⁎⁎⁎ −0.007 0.003 ⁎⁎
 Number of confirmed cases ∗ Land price ∗ Weekend −0.005 0.003 −0.016 0.005 ⁎⁎




Random effect Variance Std. Dev. Variance Std. Dev.
Cells 0.343 0.585 0.704 0.839

Number of groups 167 398
Number of observations 14,980 35,007
R-squared 0.364 0.365
Adj. R-squared 0.364 0.365
Breusch-Pagan test 0.000 (chisq = 559,610) 0.000 (chisq = 990,914)

Notes: reference for categorical variables (temperature: moderate, weekend: weekdays), statistical significance notation (⁎⁎⁎p < 0.01, ⁎⁎p < 0.05, p < 0.1).