Table 2: Estimation results of final model.

Number of Observations = 45
Log likelihood function = -60.28
P-value < 0.001
Chi-squared statistic = 63.66
McFadden Pseudo R-squared = 0.35
Variables Coefficient Std. Err. t-statistic p-value
Traffic volume
  Vehicle volume * 0.000786 0.000281 2.79 0.005
  Pedestrian volume -0.001537 0.000845 -1.82 0.069
Traffic control
Signal * -2.180 0.579 -3.77 0.000
Police * 2.038 0.777 2.62 0.009
Number of lanes
  Maximum number of lanes -0.451 0.254 -1.78 0.075
Same inbound-outbound * -1.053 0.386 -2.73 0.006
Nearby land use
  Office area -0.683 0.393 -1.74 0.082
Presence of road infrastructure in or near intersection
Foot over bridge * 1.227 0.432 2.84 0.004
No bus stop * -0.609 0.296 -2.06 0.039
Speed breaker -0.655 0.408 -1.60 0.109
  Rail crossing * -1.087 0.484 -2.25 0.025
Solar power * 1.125 0.343 3.28 0.001
  Waste deposit facility * 0.887 0.2895 3.07 0.002

* denotes statistically significant at α = 0.05 level.