Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model

Xia Li; Chunfu Shao; Liya Yang

doi:10.1109/FSKD.2010.5569398

Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model

Xia Li^*
, Chunfu Shao
, Liya Yang

^*Corresponding author for this work

School of Management

Beijing Jiaotong University
Renmin University of China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

An empirical model of joint decisions of where to live and work, how to get to workplace demonstrates that individuals make residential location, workplace location and mode choices by trading off wages, housing prices, and commuting cost, mainly commuting time. In the sense that its formulation is especially appealing because of its intuitive way of capturing even complex structures, a generalised extreme value model specified as Nested Logit (NL) are estimated in the joint residential, workplace location and travel mode choice context. Taken Beijing as a case study, results demonstrate that commuting time and commuters' socio-demographic characteristics have high correlation with this kind of joint choice with residential location as one of choice dimension and also reveals that commuters in Beijing make their residential and employment location and mode choice similarly to people in other cities but to slightly degree of magnitude.

Original language	English
Title of host publication	Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Pages	1725-1729
Number of pages	5
DOIs	https://doi.org/10.1109/FSKD.2010.5569398
Publication status	Published - 2010
Event	2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 - Yantai, Shandong, China Duration: 10 Aug 2010 → 12 Aug 2010

Publication series

Name	Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Volume	4

Conference

Conference	2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010
Country/Territory	China
City	Yantai, Shandong
Period	10/08/10 → 12/08/10

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Keywords

Commute mode choice
Direct elasticities
Nested logit model
Residential and workplace location
Urban sprawl

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10.1109/FSKD.2010.5569398

Cite this

Li, X., Shao, C., & Yang, L. (2010). Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model. In Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 (pp. 1725-1729). Article 5569398 (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010; Vol. 4). https://doi.org/10.1109/FSKD.2010.5569398

Li, Xia ; Shao, Chunfu ; Yang, Liya. / Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model. Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010. 2010. pp. 1725-1729 (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010).

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title = "Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model",

abstract = "An empirical model of joint decisions of where to live and work, how to get to workplace demonstrates that individuals make residential location, workplace location and mode choices by trading off wages, housing prices, and commuting cost, mainly commuting time. In the sense that its formulation is especially appealing because of its intuitive way of capturing even complex structures, a generalised extreme value model specified as Nested Logit (NL) are estimated in the joint residential, workplace location and travel mode choice context. Taken Beijing as a case study, results demonstrate that commuting time and commuters' socio-demographic characteristics have high correlation with this kind of joint choice with residential location as one of choice dimension and also reveals that commuters in Beijing make their residential and employment location and mode choice similarly to people in other cities but to slightly degree of magnitude.",

keywords = "Commute mode choice, Direct elasticities, Nested logit model, Residential and workplace location, Urban sprawl",

author = "Xia Li and Chunfu Shao and Liya Yang",

year = "2010",

doi = "10.1109/FSKD.2010.5569398",

language = "English",

isbn = "9781424459346",

series = "Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010",

pages = "1725--1729",

booktitle = "Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010",

note = "2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010 ; Conference date: 10-08-2010 Through 12-08-2010",

}

Li, X, Shao, C & Yang, L 2010, Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model. in Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010., 5569398, Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, vol. 4, pp. 1725-1729, 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, Yantai, Shandong, China, 10/08/10. https://doi.org/10.1109/FSKD.2010.5569398

Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model. / Li, Xia; Shao, Chunfu; Yang, Liya.
Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010. 2010. p. 1725-1729 5569398 (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010; Vol. 4).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model

AU - Li, Xia

AU - Shao, Chunfu

AU - Yang, Liya

PY - 2010

Y1 - 2010

N2 - An empirical model of joint decisions of where to live and work, how to get to workplace demonstrates that individuals make residential location, workplace location and mode choices by trading off wages, housing prices, and commuting cost, mainly commuting time. In the sense that its formulation is especially appealing because of its intuitive way of capturing even complex structures, a generalised extreme value model specified as Nested Logit (NL) are estimated in the joint residential, workplace location and travel mode choice context. Taken Beijing as a case study, results demonstrate that commuting time and commuters' socio-demographic characteristics have high correlation with this kind of joint choice with residential location as one of choice dimension and also reveals that commuters in Beijing make their residential and employment location and mode choice similarly to people in other cities but to slightly degree of magnitude.

AB - An empirical model of joint decisions of where to live and work, how to get to workplace demonstrates that individuals make residential location, workplace location and mode choices by trading off wages, housing prices, and commuting cost, mainly commuting time. In the sense that its formulation is especially appealing because of its intuitive way of capturing even complex structures, a generalised extreme value model specified as Nested Logit (NL) are estimated in the joint residential, workplace location and travel mode choice context. Taken Beijing as a case study, results demonstrate that commuting time and commuters' socio-demographic characteristics have high correlation with this kind of joint choice with residential location as one of choice dimension and also reveals that commuters in Beijing make their residential and employment location and mode choice similarly to people in other cities but to slightly degree of magnitude.

KW - Commute mode choice

KW - Direct elasticities

KW - Nested logit model

KW - Residential and workplace location

KW - Urban sprawl

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ER -

Li X, Shao C, Yang L. Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model. In Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010. 2010. p. 1725-1729. 5569398. (Proceedings - 2010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010). doi: 10.1109/FSKD.2010.5569398

Simultaneous estimation of residential, workplace location and travel mode choice based on nested logit model

Abstract

Publication series

Conference

UN SDGs

Keywords

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