Evidence map›Paper›PMID 36714860›Full record

ArticlePNAS nexus2022

Fluctuations in pedestrian dynamics routing choices.

Alessandro Gabbana, Federico Toschi, Philip Ross, Antal Haans, Alessandro Corbetta

Abstract read
In one paragraph

Article in PNAS nexus, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Avalanches of choice: How stranger-to-stranger interactions shape crowd dynamics.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Alessandro GabbanaDepartment of Applied Physics, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands.
Federico ToschiDepartment of Applied Physics, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands.ORCID https://orcid.org/0000-0001-5935-2332
Philip RossStudio Philip Ross, 5641 JA Eindhoven, The Netherlands.
Antal HaansHuman Technology Interaction, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands.
Alessandro CorbettaDepartment of Applied Physics, Eindhoven University of Technology, 5600 MB Eindhoven, The Netherlands.ORCID https://orcid.org/0000-0001-6979-3414

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Routing choices of walking pedestrians in geometrically complex environments are regulated by the interplay of a multitude of factors such as local crowding, (estimated) time to destination, and (perceived) comfort. As individual choices combine, macroscopic traffic flow patterns emerge. Understanding the physical mechanisms yielding macroscopic traffic distributions in environments with complex geometries is an outstanding scientific challenge, with implications in the design and management of crowded pedestrian facilities. In this work, we analyze, by means of extensive real-life pedestrian tracking data, unidirectional flow dynamics in an asymmetric setting, as a prototype for many common complex geometries. Our environment is composed of a main walkway and a slightly longer detour. Our measurements have been collected during a dedicated high-accuracy pedestrian tracking campaign held in Eindhoven (The Netherlands). We show that the dynamics can be quantitatively modeled by introducing a collective discomfort function, and that fluctuations on the behavior of single individuals are crucial to correctly recover the global statistical behavior. Notably, the observed traffic split substantially departs from an optimal, transport-wise, partition, as the global pedestrian throughput is not maximized.

Indexed as

collective behaviorfluctuationshigh-statistics pedestrian dynamicspedestrians routingstochastic variational principle

Identifiers

PMID36714860
PMCPMC9802426

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.