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Erschienen in: Transportation 6/2019

20.09.2018

Shared taxis: modelling the choice of a paratransit mode in Santiago de Chile

verfasst von: Cristian Domarchi, Juan Enrique Coeymans, Juan de Dios Ortúzar

Erschienen in: Transportation | Ausgabe 6/2019

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Abstract

The shared taxi is a special public transport mode, typical of Chilean cities. It operates with cars offering a maximum capacity of four seats, a predefined coverage area and a route that is fixed in principle, but can be adapted to meet passengers’ needs. During a normal day in Santiago, almost 700,000 trips use shared taxis during one of their stages. This represents about 4% of the total trips made in the city, and this modal share increases in zones and periods with low Metro and bus coverage. This study is a first attempt at studying shared taxis as a relevant transport alternative, analysing its main attributes and modelling its demand. With this purpose, after an analysis of the network and its operation, a revealed preference survey (including perceptual indicators) was applied to public transport users in Santiago who had shared taxi as a feasible alternative. Results show a positive evaluation of the mode’s unique attributes, such as the possibility of travelling seated, reducing transfers and alighting at a convenient destination. The subjective valuation of the attributes derived from the models confirm the strong penalty assigned by Chilean users to alternatives implying transfers or increased walking times. The analysis also shows that studying the characteristics of shared taxi users is relevant in a discussion about its regulation and modernization, considering that, while it is desirable to preserve its positive attributes, this should be done in a context of efficient integration with the rest of the transport system.

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Fußnoten
1
The difference of means is significant for all the socioeconomic variables (age, gender, income) at the 94% confidence level.
 
2
The new PT system installed with traumatic consequences in 2007 (Muñoz et al. 2009).
 
3
Being an exploratory study, the survey did not intend to be representative for the entire city, although some basic conclusions could be transferable to other points similar to those chosen for the survey.
 
4
The development of PT only surveys was defined a priori, without considering the automobile as an available alternative, given the operational complexities of surveying private transport users and since nearly 70% of shared taxi trips in Santiago are associated with users who declare not having a car at home (SECTRA 2013a). This was confirmed during the application of the survey, as only 3% of respondents perceived a private car as a feasible alternative for their particular trip, even though 45% declared having one at home.
 
5
22% of the sample declared income of less than Ch $200,000, or to not receive any income. This figure is somewhat lower than the 28% detected in the 2012 O-D survey. This could be associated with the points chosen for surveying, which correspond to zones associated with middle-income users.
 
6
The entry time, understood as the user's entry to the network, is not a relevant attribute in the choice of route for this survey, given that this was done at a middle point of the trip.
 
7
Additional validations were performed to discard some services that met this criterion and were not useful for the user. More details about the construction of the data bank can be found in Domarchi (2017).
 
8
The questionnaire gave a value of 0.6 for the Kaiser–Meyer–Olkin test of sample adequacy (Kaiser 1974), which indicates an adequate adjustment for the development of factor analysis. The Cronbach's alpha value of the questionnaire also reached 0.6, which is associated with only a moderate consistency of the questionnaire for factor analysis.
 
9
The root index of the mean square error of approximation (RMSEA) had a value of 0.052, which represents an acceptable value of adjustment (Hooper et al. 2008). The global adjustment reached the value of 0.976. Other indicators of interest are: CFI = 0.953, SRMR = 0.043, AIC = 69.28 and BIC = − 62.04.
 
10
For more details about the specification of this type of models, the interested reader may consult Bahamonde-Birke et al. (2016) and Bierlaire (2016).
 
11
Strictly speaking, the log-likelihood of a hybrid choice model corresponds to the product's integral of the probability of the choice model and the probabilities of each indicator used for the estimation; therefore, this is not directly comparable with the log-likelihood of a simple choice model where latent variables have not been incorporated. To make valid comparisons, the table presents the log-likelihood component that would correspond to a choice model with the fixed parameters in the values resulting from the choice model.
 
12
We are grateful to one of our reviewers for having suggested this exercise to validate our models.
 
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Metadaten
Titel
Shared taxis: modelling the choice of a paratransit mode in Santiago de Chile
verfasst von
Cristian Domarchi
Juan Enrique Coeymans
Juan de Dios Ortúzar
Publikationsdatum
20.09.2018
Verlag
Springer US
Erschienen in
Transportation / Ausgabe 6/2019
Print ISSN: 0049-4488
Elektronische ISSN: 1572-9435
DOI
https://doi.org/10.1007/s11116-018-9926-z

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