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Determination of Attributes Reflecting Household Preferences in Location Choice Models

Heldt, Benjamin and Gade, Kay and Heinrichs, Dirk (2016) Determination of Attributes Reflecting Household Preferences in Location Choice Models. In: Transportation Research Procedia, 19, pp. 119-134. Elsevier B.V.. mobil.TUM 2016 Transforming Urban Mobility, 2016-06-06 - 2016-06-07, München, Deutschland. doi: 10.1016/j.trpro.2016.12.073. ISSN 2352-1457.

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Official URL: https://authors.elsevier.com/sd/article/S2352146516308596

Abstract

Challenges coming along with changing mobility behaviour patterns require planning decisions to mitigating negative effects. Land-use and transport interaction models can provide valuable decision support for this purpose. But they require tremendous effort in terms of model design as well as data collection and preparation. We introduce a methodology and procedures with the aim to minimize the magnitude of modelling work with particular attention to the selection of model segmentation and model parameters in a structured and efficient way. The methodology combines literature and statistical analyses for model design. The paper outlines the methodology and presents its application to the design of a location choice model for the city of Berlin, Germany. We demonstrate how household types exhibiting specific location patterns and related accessibility parameters can be identified from the literature and how standard deviation maps and correlation analysis can be used to detect these households and test hypotheses. The results suggest that the methodology is capable to identify segmentations and parameters for usage in choice models, such as location decisions, in an efficient way.

Item URL in elib:https://elib.dlr.de/106108/
Document Type:Conference or Workshop Item (Poster)
Title:Determination of Attributes Reflecting Household Preferences in Location Choice Models
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Heldt, BenjaminUNSPECIFIEDhttps://orcid.org/0000-0003-1053-835XUNSPECIFIED
Gade, KayUNSPECIFIEDhttps://orcid.org/0000-0001-5439-7056UNSPECIFIED
Heinrichs, DirkUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:January 2016
Journal or Publication Title:Transportation Research Procedia
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:19
DOI:10.1016/j.trpro.2016.12.073
Page Range:pp. 119-134
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Wulfhorst, GebhardUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kinigadner, JuliaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Publisher:Elsevier B.V.
Series Name:Transportation Research Procedia
ISSN:2352-1457
Status:Published
Keywords:residential location choice; land-use and transport interaction model; accessibility; census data; Berlin
Event Title:mobil.TUM 2016 Transforming Urban Mobility
Event Location:München, Deutschland
Event Type:international Conference
Event Start Date:6 June 2016
Event End Date:7 June 2016
Organizer:Technische Universität München - Siedlungsstruktur und Verkehrsplanung
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - Urbane Mobilität (old), V - Verkehrsentwicklung und Umwelt II (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research > Mobility and Urban Development
Deposited By: Heldt, Benjamin
Deposited On:22 Nov 2016 10:17
Last Modified:24 Apr 2024 20:11

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