Intrinsic group behaviour: Dependence of pedestrian dyad dynamics on principal social and personal features

PLoS One. 2017 Nov 2;12(11):e0187253. doi: 10.1371/journal.pone.0187253. eCollection 2017.

Abstract

Being determined by human social behaviour, pedestrian group dynamics may depend on "intrinsic properties" such as the purpose of the pedestrians, their personal relation, gender, age, and body size. In this work we investigate the dynamical properties of pedestrian dyads (distance, spatial formation and velocity) by analysing a large data set of automatically tracked pedestrian trajectories in an unconstrained "ecological" setting (a shopping mall), whose apparent physical and social group properties have been analysed by three different human coders. We observed that females walk slower and closer than males, that workers walk faster, at a larger distance and more abreast than leisure oriented people, and that inter-group relation has a strong effect on group structure, with couples walking very close and abreast, colleagues walking at a larger distance, and friends walking more abreast than family members. Pedestrian height (obtained automatically through our tracking system) influences velocity and abreast distance, both growing functions of the average group height. Results regarding pedestrian age show that elderly people walk slowly, while active age adults walk at the maximum velocity. Groups with children have a strong tendency to walk in a non-abreast formation, with a large distance (despite a low abreast distance). A cross-analysis of the interplay between these intrinsic features, taking in account also the effect of an "extrinsic property" such as crowd density, confirms these major results but reveals also a richer structure. An interesting and unexpected result, for example, is that the velocity of groups with children increases with density, at least in the low-medium density range found under normal conditions in shopping malls. Children also appear to behave differently according to the gender of the parent.

MeSH terms

  • Adult
  • Aged
  • Child
  • Female
  • Group Processes*
  • Humans
  • Male
  • Middle Aged
  • Pedestrians*
  • Probability
  • Social Behavior
  • Walking*
  • Young Adult

Grants and funding

This work was supported by the Ministry of Internal Affairs and Communications of Japan "Research and development project on autonomous personal mobility including robots" (http://www.soumu.go.jp/english/), JST, CREST (https://www.jst.go.jp/kisoken/crest/en/) project webpage http://www.irc.atr.jp/crest2010_HRI/index.html, and JSPS KAKENHI (https://www.jsps.go.jp/english/index.html) RDP grant https://www.jsps.go.jp/j-pd/rpd_gaiyo.html) grant number 16J40223. ATR provides the salary of two of the authors, TK and NH, and at the time of the first submission provided also the salary of the corresponding author, FZ. At the moment, FZ and ZY are affiliated to ATR as visiting researchers to facilitate their collaboration with former colleagues, but do not receive a salary from this company. Nevertheless, the company did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. There will be no patent application or other commercial interest directly related to the results of this work. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.