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An experimental study of the Online Information Paradox: Does en-route information improve road network performance?

This study investigates the empirical presence of a theoretical transportation paradox, defined as the “Online Information Paradox” (OIP). The paradox suggests that, for certain road networks, the provision of online information deteriorate travel conditions for all users of that network relative to...

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Autores principales: Wijayaratna, Kasun P., Dixit, Vinayak V., Denant-Boemont, Laurent, Waller, S. Travis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5597203/
https://www.ncbi.nlm.nih.gov/pubmed/28902854
http://dx.doi.org/10.1371/journal.pone.0184191
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author Wijayaratna, Kasun P.
Dixit, Vinayak V.
Denant-Boemont, Laurent
Waller, S. Travis
author_facet Wijayaratna, Kasun P.
Dixit, Vinayak V.
Denant-Boemont, Laurent
Waller, S. Travis
author_sort Wijayaratna, Kasun P.
collection PubMed
description This study investigates the empirical presence of a theoretical transportation paradox, defined as the “Online Information Paradox” (OIP). The paradox suggests that, for certain road networks, the provision of online information deteriorate travel conditions for all users of that network relative to the situation where no online information is provided to users. The analytical presence of the paradox was derived for a specific network structure by using two equilibrium models, the first being the Expected User Equilibrium (EUE) solution (no information scenario) and the other being the User Equilibrium with Recourse (UER) solution (with information scenario). An incentivised computerised route choice game was designed using the concepts of experimental economics and administered in a controlled laboratory environment to investigate the physical presence of the paradox. Aggregate statistics of path flows and Total System Travel Costs (TSTC) were used to compare the experimental results with the theoretical findings. A total of 12 groups of 12 participants completed the experiment and the OIP and the occurrence of the OIP being significant was observed in 11 of the 12 cases. Though information increased travel costs for users on average, it reduced the volatility of travel costs experienced in the no information scenario indicating that information can achieve a more reliable system. Further replications of similar experiments and more importantly field based identification of the phenomena will force transport professionals to be aware of the emergence of the paradox. In addition, studies such as this emphasise the need for the adoption of adaptive traffic assignment techniques to appropriately model the acquisition of information on a road network.
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spelling pubmed-55972032017-09-15 An experimental study of the Online Information Paradox: Does en-route information improve road network performance? Wijayaratna, Kasun P. Dixit, Vinayak V. Denant-Boemont, Laurent Waller, S. Travis PLoS One Research Article This study investigates the empirical presence of a theoretical transportation paradox, defined as the “Online Information Paradox” (OIP). The paradox suggests that, for certain road networks, the provision of online information deteriorate travel conditions for all users of that network relative to the situation where no online information is provided to users. The analytical presence of the paradox was derived for a specific network structure by using two equilibrium models, the first being the Expected User Equilibrium (EUE) solution (no information scenario) and the other being the User Equilibrium with Recourse (UER) solution (with information scenario). An incentivised computerised route choice game was designed using the concepts of experimental economics and administered in a controlled laboratory environment to investigate the physical presence of the paradox. Aggregate statistics of path flows and Total System Travel Costs (TSTC) were used to compare the experimental results with the theoretical findings. A total of 12 groups of 12 participants completed the experiment and the OIP and the occurrence of the OIP being significant was observed in 11 of the 12 cases. Though information increased travel costs for users on average, it reduced the volatility of travel costs experienced in the no information scenario indicating that information can achieve a more reliable system. Further replications of similar experiments and more importantly field based identification of the phenomena will force transport professionals to be aware of the emergence of the paradox. In addition, studies such as this emphasise the need for the adoption of adaptive traffic assignment techniques to appropriately model the acquisition of information on a road network. Public Library of Science 2017-09-13 /pmc/articles/PMC5597203/ /pubmed/28902854 http://dx.doi.org/10.1371/journal.pone.0184191 Text en © 2017 Wijayaratna et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wijayaratna, Kasun P.
Dixit, Vinayak V.
Denant-Boemont, Laurent
Waller, S. Travis
An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title_full An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title_fullStr An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title_full_unstemmed An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title_short An experimental study of the Online Information Paradox: Does en-route information improve road network performance?
title_sort experimental study of the online information paradox: does en-route information improve road network performance?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5597203/
https://www.ncbi.nlm.nih.gov/pubmed/28902854
http://dx.doi.org/10.1371/journal.pone.0184191
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