Research Article

Locating Station of One-Way Carsharing Based on Spatial Demand Characteristics

Table 1

Summary of document on identification of factors affecting demand characteristics.

ItemCategoryLiterature

Operational modeRTC[1116]
FFC[1722]
NEM (not explicitly mentioned)[9, 23, 24]

Basic analysis unitUser (RTC)[1113]
Single station (RTC)[14]
Station cluster (NEM)[23]
Location (FFC)[19, 20]
Land parcel (RTC, FFC, and NEM)[1518, 21, 22, 24]
Vehicle (NEM)[9]

Data sources of dependent variableCollected by authors[14, 15]
Transaction data or operation log[9, 1113, 1624]

Dependent variableUsage frequency [RTC and FFC][1113, 16, 19, 21]
Total vehicle hour travel [RTC][12]
Monthly hours per vehicle [RTC][14]
Vehicle usage rate [RTC and NEM][9, 15]
Booking density [FFC][17, 2022]
Number of vehicles [NEM][24]
Vehicle unused duration [FFC][18]
Usage hours of station [NEM][23]

MethodDescriptive statistics[11]
Generalized linear model[9, 12, 20, 21]
Multiple linear model[12, 1417, 19, 23, 24]
Dynamic ordered probit model[13]
Duration model technique[18]
Hot spots by ArcGIS[22]

Develop individually models for several time periods of the day[15, 21, 22]