The influence of macroscopic pedestrian structures on train boarding efficiency

A deeper understanding of pedestrian dynamics is essential to improve crowd flows in public spaces such as train stations. It is essential to understand both the physical and the psychological processes present in this context. However, current research on train boarding behavior is limited in scope...

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Main Authors: Rabia I. Kodapanakkal, Caspar A.S. Pouw, Antal Haans, Jaap Ham, Gunter Bombaerts, Alessandro Corbetta, Andrej Dameski, Andreas Spahn, Federico Toschi
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Transportation Research Interdisciplinary Perspectives
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Online Access:http://www.sciencedirect.com/science/article/pii/S2590198224003051
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author Rabia I. Kodapanakkal
Caspar A.S. Pouw
Antal Haans
Jaap Ham
Gunter Bombaerts
Alessandro Corbetta
Andrej Dameski
Andreas Spahn
Federico Toschi
author_facet Rabia I. Kodapanakkal
Caspar A.S. Pouw
Antal Haans
Jaap Ham
Gunter Bombaerts
Alessandro Corbetta
Andrej Dameski
Andreas Spahn
Federico Toschi
author_sort Rabia I. Kodapanakkal
collection DOAJ
description A deeper understanding of pedestrian dynamics is essential to improve crowd flows in public spaces such as train stations. It is essential to understand both the physical and the psychological processes present in this context. However, current research on train boarding behavior is limited in scope and mainly focuses on how group level variables such as number of boarders/deboarders influence train boarding efficiency. Viewing pedestrian dynamics through a psychological lens is important for a detailed understanding of the train boarding context and to recognize target areas for improvement. At Dutch train stations, boarders follow a social norm of waiting at the train door until deboarding is complete. Although people generally adhere to this norm, the way it is executed may not be optimal for deboarding efficiency. We investigate how waiting boarders form a deboarding channel (a corridor where deboarders exit the train) and how this channel in turn influences the efficiency of deboarding. Analyzing a dataset with 3278 boarding events at Utrecht Centraal Station in the Netherlands from 2017 to 2020 (subset of a trajectory dataset capturing 100,000 trajectories per day), we found that higher numbers of boarders and a higher ratio of boarders to deboarders, reduced the width of the deboarding channel, and a lower width was associated with lower deboarding efficiency. These results shift the focus from group level variables to identifying macroscopic structures that are formed when pedestrians interact within a social system and provide specific target areas where nudges/behavioral interventions could be implemented.
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spelling doaj-art-f0e49a4084854b4380b9e631b2928ada2025-02-09T05:01:16ZengElsevierTransportation Research Interdisciplinary Perspectives2590-19822025-01-0129101319The influence of macroscopic pedestrian structures on train boarding efficiencyRabia I. Kodapanakkal0Caspar A.S. Pouw1Antal Haans2Jaap Ham3Gunter Bombaerts4Alessandro Corbetta5Andrej Dameski6Andreas Spahn7Federico Toschi8Human-Technology Interaction Group, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsDepartment of Applied Physics, Eindhoven University of Technology, Eindhoven 5600 MB, the Netherlands; ProRail BV, Moreelsepark 2, Utrecht 3511 EP, the NetherlandsHuman-Technology Interaction Group, Eindhoven University of Technology, Eindhoven 5600 MB, the Netherlands; Corresponding author.Human-Technology Interaction Group, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsPhilosophy and Ethics Group, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsDepartment of Applied Physics, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsPhilosophy and Ethics Group, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsPhilosophy and Ethics Group, Eindhoven University of Technology, Eindhoven 5600 MB, the NetherlandsDepartment of Applied Physics, Eindhoven University of Technology, Eindhoven 5600 MB, the Netherlands; CNR-IAC, Rome, ItalyA deeper understanding of pedestrian dynamics is essential to improve crowd flows in public spaces such as train stations. It is essential to understand both the physical and the psychological processes present in this context. However, current research on train boarding behavior is limited in scope and mainly focuses on how group level variables such as number of boarders/deboarders influence train boarding efficiency. Viewing pedestrian dynamics through a psychological lens is important for a detailed understanding of the train boarding context and to recognize target areas for improvement. At Dutch train stations, boarders follow a social norm of waiting at the train door until deboarding is complete. Although people generally adhere to this norm, the way it is executed may not be optimal for deboarding efficiency. We investigate how waiting boarders form a deboarding channel (a corridor where deboarders exit the train) and how this channel in turn influences the efficiency of deboarding. Analyzing a dataset with 3278 boarding events at Utrecht Centraal Station in the Netherlands from 2017 to 2020 (subset of a trajectory dataset capturing 100,000 trajectories per day), we found that higher numbers of boarders and a higher ratio of boarders to deboarders, reduced the width of the deboarding channel, and a lower width was associated with lower deboarding efficiency. These results shift the focus from group level variables to identifying macroscopic structures that are formed when pedestrians interact within a social system and provide specific target areas where nudges/behavioral interventions could be implemented.http://www.sciencedirect.com/science/article/pii/S2590198224003051Train boardingDeboarding efficiencySocial normsDeboarding channel
spellingShingle Rabia I. Kodapanakkal
Caspar A.S. Pouw
Antal Haans
Jaap Ham
Gunter Bombaerts
Alessandro Corbetta
Andrej Dameski
Andreas Spahn
Federico Toschi
The influence of macroscopic pedestrian structures on train boarding efficiency
Transportation Research Interdisciplinary Perspectives
Train boarding
Deboarding efficiency
Social norms
Deboarding channel
title The influence of macroscopic pedestrian structures on train boarding efficiency
title_full The influence of macroscopic pedestrian structures on train boarding efficiency
title_fullStr The influence of macroscopic pedestrian structures on train boarding efficiency
title_full_unstemmed The influence of macroscopic pedestrian structures on train boarding efficiency
title_short The influence of macroscopic pedestrian structures on train boarding efficiency
title_sort influence of macroscopic pedestrian structures on train boarding efficiency
topic Train boarding
Deboarding efficiency
Social norms
Deboarding channel
url http://www.sciencedirect.com/science/article/pii/S2590198224003051
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