Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior
Residence location and workplace are the two most important urban land-use types, and there exist strong interdependences between them. Existing researches often assume that one choice dimension is correlated to the other. Using the mixed logit framework, three groups of choice models are developed...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2015/908387 |
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| _version_ | 1832556586797629440 |
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| author | Pengpeng Jiao Tuo Sun Jin Guo Yangwei Li |
| author_facet | Pengpeng Jiao Tuo Sun Jin Guo Yangwei Li |
| author_sort | Pengpeng Jiao |
| collection | DOAJ |
| description | Residence location and workplace are the two most important urban land-use types, and there exist strong interdependences between them. Existing researches often assume that one choice dimension is correlated to the other. Using the mixed logit framework, three groups of choice models are developed to illustrate such choice dependencies. First, for all households, this paper presents a basic methodology of the residence location and workplace choice without decision sequence based on the assumption that the two choice behaviors are independent of each other. Second, the paper clusters all households into two groups, choosing residence or workplace first, and formulates the residence location and workplace choice models under the constraint of decision sequence. Third, this paper combines the residence location and workplace together as the choice alternative and puts forward the joint choice model. A questionnaire survey is implemented in Beijing city to collect the data of 1994 households. Estimation results indicate that the joint choice model fits the data significantly better, and the elasticity effects analyses show that the joint choice model reflects the influences of relevant factors to the choice probability well and leads to the job-housing balance. |
| format | Article |
| id | doaj-art-05e7eaf782d5470dae5813a939621f6a |
| institution | Kabale University |
| issn | 1026-0226 1607-887X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-05e7eaf782d5470dae5813a939621f6a2025-02-03T05:44:53ZengWileyDiscrete Dynamics in Nature and Society1026-02261607-887X2015-01-01201510.1155/2015/908387908387Joint Residence-Workplace Location Choice Model Based on Household Decision BehaviorPengpeng Jiao0Tuo Sun1Jin Guo2Yangwei Li3School of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, ChinaSchool of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, ChinaChina Patent Information Center, Beijing 100088, ChinaSchool of Civil and Transportation Engineering, Beijing University of Civil Engineering and Architecture, Beijing 100044, ChinaResidence location and workplace are the two most important urban land-use types, and there exist strong interdependences between them. Existing researches often assume that one choice dimension is correlated to the other. Using the mixed logit framework, three groups of choice models are developed to illustrate such choice dependencies. First, for all households, this paper presents a basic methodology of the residence location and workplace choice without decision sequence based on the assumption that the two choice behaviors are independent of each other. Second, the paper clusters all households into two groups, choosing residence or workplace first, and formulates the residence location and workplace choice models under the constraint of decision sequence. Third, this paper combines the residence location and workplace together as the choice alternative and puts forward the joint choice model. A questionnaire survey is implemented in Beijing city to collect the data of 1994 households. Estimation results indicate that the joint choice model fits the data significantly better, and the elasticity effects analyses show that the joint choice model reflects the influences of relevant factors to the choice probability well and leads to the job-housing balance.http://dx.doi.org/10.1155/2015/908387 |
| spellingShingle | Pengpeng Jiao Tuo Sun Jin Guo Yangwei Li Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior Discrete Dynamics in Nature and Society |
| title | Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior |
| title_full | Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior |
| title_fullStr | Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior |
| title_full_unstemmed | Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior |
| title_short | Joint Residence-Workplace Location Choice Model Based on Household Decision Behavior |
| title_sort | joint residence workplace location choice model based on household decision behavior |
| url | http://dx.doi.org/10.1155/2015/908387 |
| work_keys_str_mv | AT pengpengjiao jointresidenceworkplacelocationchoicemodelbasedonhouseholddecisionbehavior AT tuosun jointresidenceworkplacelocationchoicemodelbasedonhouseholddecisionbehavior AT jinguo jointresidenceworkplacelocationchoicemodelbasedonhouseholddecisionbehavior AT yangweili jointresidenceworkplacelocationchoicemodelbasedonhouseholddecisionbehavior |