Research Article

Automated Mobility-on-Demand Service Improvement Strategy through Latent Class Analysis of Stated Preference Survey

Table 4

Estimation results of discrete choice model part from 3-class model.

AttributesClass 1Class 2Class 3
Coefficientz-valueCoefficientz-valueCoefficientz-value

Vehicle type (van = 1)0.4489(4.1329)−0.0314(−0.5174)−7.2495(−3.7679)
Arrival time (min)−0.5074(−13.9365)−0.0168(−2.0988)−0.3292(−2.2734)
Access time (min)−0.0924(−3.0674)−0.0919(−6.6829)−0.6236(−2.6748)
In-vehicle time (min)−0.2266(−11.4521)−0.0401(−7.0957)−0.3705(−2.0677)
Number of stops−0.0160(−0.3944)−0.0404(−3.0601)−0.2173(−1.3153)
Crowdedness level (crowded = 1)−0.0451(−2.5188)−0.0754(−7.1544)0.1097(0.3339)
Automatic seat assignment0.4993(3.1957)0.3741(5.3558)−1.9785(−1.9785)
Seat choice available0.1020(0.7245)0.6093(8.9863)−0.3717(−0.5042)
Class shares0.54920.35430.0965

Note. An estimate with a value less than 0.01.