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A logit model for shipment size choice with latent classes – Empirical findings for Germany

Piendl, Raphael and Liedtke, Gernot and Matteis, Tilman (2017) A logit model for shipment size choice with latent classes – Empirical findings for Germany. Transportation Research Part A: Policy and Practice. Elsevier. ISSN 0965-8564 (In Press)

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Abstract

Decisions on shipment size in freight transport are often seen to represent a whole set of logistics decisions made by shippers and recipients. Also, shipment sizes have a large impact on transport mode choice. Therefore, they are an important aspect in the modeling of freight transport demand, as they allow to display the reactions of various stakeholders on policy measures. In this article, a model for the discrete choice of shipment sizes is applied to interregional road freight transport. Preferences of actors are reflected by a total logistics cost expression. Furthermore, a Latent Class Analysis approach is applied to identify groups of transport cases with similar logistics requirements. The classification reduces significantly heterogeneity in behavior. Reactions of actors on external influences such as policy measures could be predicted more accurately.

Item URL in elib:https://elib.dlr.de/110119/
Document Type:Article
Title:A logit model for shipment size choice with latent classes – Empirical findings for Germany
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Piendl, RaphaelRaphael.Piendl (at) dlr.deUNSPECIFIED
Liedtke, GernotGernot.Liedtke (at) dlr.deUNSPECIFIED
Matteis, TilmanTilman.Matteis (at) dlr.deUNSPECIFIED
Date:2017
Journal or Publication Title:Transportation Research Part A: Policy and Practice
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Publisher:Elsevier
ISSN:0965-8564
Status:In Press
Keywords:Freight transport; Shipment size; Total logistics cost; Discrete choice; Latent class
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 - Verkehrsentwicklung und Umwelt II (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research > Commercial Transport
Deposited By: Piendl, Raphael
Deposited On:11 Jan 2017 09:56
Last Modified:31 Jul 2019 20:07

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