Title :
Sensitivity analysis on the finance subsidies of regular bus to residents´ traveling choice
Author :
Shunxi Li ; Liying Lu ; Chaozhong Wu ; Ming Zhong
Author_Institution :
Hubei Key Lab. of Adv. Technol. for Automotive Components, Wuhan Univ. of Technol., Wuhan, China
Abstract :
In order to clarify the impact of financial subsidies on residents´ travel choice, the paper used the method of multivariate logistic regression to establish residents travel mode choice. And cost-effectiveness analysis was carried out on the traveling choice of bus, with the benefit cost ratio instead of the benefit function in traditional logit model. Taking Beijing for case study, the paper calculates Beijing´s current situation both with the unmodified and modified logit model, with the probability of residents choosing bus travel increasing from 31.52% to 41.95%. It shows that modified logit model is more accurately described the actual residents travel choice, other than that, to improve the benefit cost ratio of traveling by bus through subsidies. The finding can be used to increase the probability of residents choosing bus travel by using the way of fiance subsidies, and finally to ease the city´s public transportation problem.
Keywords :
cost-benefit analysis; probability; public transport; regression analysis; sensitivity analysis; Beijing; benefit cost ratio; bus; cost-effectiveness analysis; finance subsidies; multivariate logistic regression; probability; public transportation problem; resident travel mode choice; sensitivity analysis; unmodified logit model; Analytical models; Economics; Indexes; Probability; Safety; Logit model; Subsidies; Travel choice; the bus;
Conference_Titel :
Transportation Information and Safety (ICTIS), 2015 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4799-8693-4
DOI :
10.1109/ICTIS.2015.7232162