Comparative study of multidirectional pedestrian flows: Insights and dynamics

This study investigates multidirectional pedestrian flow by examining walking characteristics and behavioral factors impacting pedestrian dynamics. Parameters such as mean walking velocities, distance covered, and time taken by pedestrians were analyzed. Contrary to the expected inverse relationship...

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Published inPhysica A Vol. 652; p. 130053
Main Authors Karim, Rehmat, Weiguo, Song, Rasa, Abdul Rahim, Khan, Mujeeb Ali, Bilintoh, Nashiru Danniel
Format Journal Article
LanguageEnglish
Published Elsevier B.V 15.10.2024
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Abstract This study investigates multidirectional pedestrian flow by examining walking characteristics and behavioral factors impacting pedestrian dynamics. Parameters such as mean walking velocities, distance covered, and time taken by pedestrians were analyzed. Contrary to the expected inverse relationship between velocity and density, our findings revealed an increase in mean velocities in certain scenarios, attributed to conditions where the pedestrian density had not reached its maximum possible level and unpredicted pedestrian behaviors. Comparative analysis revealed that both Pakistani and Chinese pedestrians walk at nearly similar speeds. For instance, Pakistani pedestrians maintain a mean velocity of 1.36 ± 0.42 m/s at a density of 0.48 ped/m², while Chinese pedestrians maintain 1.27 ± 0.23 m/s at a density of 0.41 ped/m². Behavioral characteristics such as aggressive behavior, crowd avoidance, and waiting behavior were identified, with aggressive pedestrians exhibiting higher velocities than those avoiding crowds. A space-time diagram was utilized to categorize pedestrian flow types and behaviors, demonstrating increased stopping times with higher pedestrian numbers. Cultural factors, including side preferences, were analyzed using a binomial test, which returned a p-value of 0.968, indicating no significant preference for right-hand movement among Pakistani participants. These insights enhance the understanding of pedestrian dynamics and the influence of cultural norms on movement efficiency.
AbstractList This study investigates multidirectional pedestrian flow by examining walking characteristics and behavioral factors impacting pedestrian dynamics. Parameters such as mean walking velocities, distance covered, and time taken by pedestrians were analyzed. Contrary to the expected inverse relationship between velocity and density, our findings revealed an increase in mean velocities in certain scenarios, attributed to conditions where the pedestrian density had not reached its maximum possible level and unpredicted pedestrian behaviors. Comparative analysis revealed that both Pakistani and Chinese pedestrians walk at nearly similar speeds. For instance, Pakistani pedestrians maintain a mean velocity of 1.36 ± 0.42 m/s at a density of 0.48 ped/m², while Chinese pedestrians maintain 1.27 ± 0.23 m/s at a density of 0.41 ped/m². Behavioral characteristics such as aggressive behavior, crowd avoidance, and waiting behavior were identified, with aggressive pedestrians exhibiting higher velocities than those avoiding crowds. A space-time diagram was utilized to categorize pedestrian flow types and behaviors, demonstrating increased stopping times with higher pedestrian numbers. Cultural factors, including side preferences, were analyzed using a binomial test, which returned a p-value of 0.968, indicating no significant preference for right-hand movement among Pakistani participants. These insights enhance the understanding of pedestrian dynamics and the influence of cultural norms on movement efficiency.
ArticleNumber 130053
Author Weiguo, Song
Karim, Rehmat
Rasa, Abdul Rahim
Khan, Mujeeb Ali
Bilintoh, Nashiru Danniel
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Cites_doi 10.2224/sbp.1995.23.3.253
10.1088/1367-2630/aaf4ca
10.1103/PhysRevE.94.012312
10.1088/1742-5468/2005/10/P10002
10.1080/03014467600001541
10.1016/j.physa.2009.10.019
10.1061/(ASCE)TE.1943-5436.0000086
10.1016/j.cities.2020.102687
10.1016/j.proeng.2013.08.111
10.3141/1828-03
10.1088/1742-5468/2006/10/P10014
10.1111/j.1749-6632.1977.tb41927.x
10.1016/j.cnsns.2018.10.007
10.3141/2124-14
10.1016/j.physa.2015.04.008
10.1068/b2697
10.1016/j.proeng.2013.08.096
10.1016/j.physleta.2018.12.019
10.1016/j.apergo.2013.04.003
10.1088/1742-5468/2015/08/P08024
10.1016/j.bandc.2005.07.008
10.1088/1742-5468/aab04f
10.7708/ijtte.2014.4(1).08
10.1088/1742-5468/2012/02/P02002
10.2307/409735
10.1016/j.proeng.2013.08.044
10.1142/S0219525909002209
10.1016/j.physa.2009.03.017
10.17815/CD.2020.106
10.1016/j.procs.2016.04.137
10.1007/978-3-319-33482-0_12
10.1111/j.2044-8295.1983.tb01861.x
10.1016/j.physa.2014.03.004
10.1287/trsc.1040.0108
10.1088/0256-307X/28/10/108901
10.1088/1742-5468/aafa7b
10.3141/2421-07
10.3109/00207459408986285
10.1016/j.sbspro.2013.11.164
10.1016/j.trc.2016.07.001
10.1023/A:1014226416702
10.1016/j.physa.2018.02.095
10.1016/j.neucom.2012.01.036
10.1287/trsc.1090.0263
10.1016/j.physa.2018.04.084
10.1016/j.physa.2018.06.079
10.17815/CD.2020.109
10.1088/1742-5468/aa620d
10.1287/trsc.1040.0102
10.1098/rspb.2009.0405
10.1068/b3060
10.1167/jov.22.14.3707
10.1016/0028-3932(87)90135-7
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Keywords Walking preferences
Detours
Multidirectional pedestrian flow
Pedestrian behavior
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References Guy (bib64) 1987
Kilshaw, Annett (bib45) 1983; vol. 74
U. Chattaraja, A. Seyfriedb, P. Chakrobortyc, and M.K. Biswala, Modelling Single File Pedestrian Motion Across Cultures, vol. 104, pp. 698–707, 2013
Cao, Wang, Yao, Song (bib17) 2019; vol. 69
Lian, Mai, Song, Kit Richard, Wei, Ma (bib38) 2015; vol. 2015
Daamen, Hoogendoorn, Campanella (bib70) 2014
Zhang, Klingsch, Schadschneider, Seyfried (bib34) 2012; vol. 2012
Liu, Song, Zhang (bib49) 2009; vol. 388
Payne (bib69) 1987; vol. 25
Hoogendoorn, Daamen (bib25) May 2005; vol. 39
Guo, Hao, Jiang, Hu, Jia (bib36) 2016; vol. 71
Seyfried, Steffen, Klingsch, Boltes (bib7) 2005
Ren, Zhang, Song, Cao (bib31) Feb. 2019; vol. 2019
Campanella, Hoogendoorn, Daamen (bib33) 2009
Zhang, Cao, Salden, Ma (bib14) 2016; vol. 83
Annett (bib44) 1976; vol. 3
Karamouzas, Heil, Van Beek, Overmars (bib61) 2009; vol. 5884
Seyfried, Steffen, Klingsch, Boltes (bib54) Oct. 2005; vol. 2005
Zhang, Seyfried (bib41) 2013; vol. 62
Appert-Rolland (bib4) 2020; vol. 5
Boltes, Seyfried (bib55) 2013; vol. 100
Helbing, Molnár, Farkas, Bolay (bib65) 2001; vol. 28
Seyfried, Passon, Steffen, Boltes, Rupprecht, Klingsch (bib26) 2009; vol. 43
Isobe, Adachi, Nagatani (bib8) 2004; vol. 336
.
D. Helbing, L. Buzna, A. Johansson, T. Werner, A. Johansson, and T. Werner, Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions, no. November 2021, 2005, doi
Kretz, Grünebohm, Schreckenberg (bib27) Oct. 2006; vol. 2006
Lam, Lee, Cheung (bib42) 2002; vol. 29
Wong (bib48) 2010; vol. 136
Xiao, Jiang, Gao, Li, Qu (bib43) 2020; vol. 5
Fang, Song, Zhang, Wu (bib50) 2010; vol. 389
R. Askarizad and H. Safari, The Influence of Social Interactions on the Behavioral Patterns of the People in Urban Spaces ( case study: The pedestrian zone of Rasht Municipality, vol. 101, no. February 2019, 2020.
Xiong, Zhang, Wong, Shu, Zhang (bib59) 2011; vol. 28
Jain, Gupta, Rastogi (bib23) 2014; vol. 4
Moussaid, Helbing, Garnier, Johansson, Combe, Theraulaz (bib51) 2009; vol. 276
Song, Zhang, Seyfried (bib29) 2011
Daamen, Hoogendoorn (bib24) 2003
Dias (bib30) 2013
Zverev (bib46) 2006; vol. 60
Dawson (bib62) Sep. 1977; vol. 299
Chao, Zipf (bib63) 1950; vol. 26
Jung, Jung (bib47) 2013; vol. 44
Hu (bib66) Jul. 2020; vol. 127
Song, Lv, Fang (bib12) 2013; vol. 62
Cepolina, Tyler (bib28) 2005
Cao, Zhang, Salden, Ma, Shi, Zhang (bib13) Jul. 2016; vol. 94
Subaih, Maree, Chraibi, Awad, Zanoon (bib53) 2019; vol. 11683
Gorrini, Shimura, Bandini, Ohtsuka, Nishinari (bib57) 2014; vol. 2421
Lv, Fang, Wei, Song, Liu (bib10) 2013; vol. 62
Mehrabian, Stefl (bib60) Jan. 1995; vol. 23
Hu, Zhang, Song (bib6) 2020; vol. 5
Zhang (bib2) 2012; vol. 14
Zeng, Schadschneider, Zhang, Wei, Song, Ba (bib3) 2019; vol. 383
Cao, Lian, Chen, Yao, Song, Fang (bib39) 2018; vol. 506
Cao, Zhang, Song, Shi, Zhang (bib15) Mar. 2018; vol. 3
Garcimartin, Maza, Pastor, Parisi, Martin-Gómez, Zuriguel (bib5) 2018; vol. 20
Huang, Zhang, Lo, Lu, Li (bib18) 2018; vol. 509
Zhang, Seyfried (bib35) 2014; vol. 405
Cao, Seyfried, Zhang, Holl, Song (bib1) Mar. 2017; vol. 2017
Saberi, Aghabayk, Sobhani (bib37) 2015; vol. 434
Willcoxon, Warren (bib56) 2022; vol. 22
Kretz, Grünebohm, Kaufman, Mazur, Schreckenberg (bib32) 2006
Liu, Song, Zhang (bib20) 2009; vol. 388
Singh, Kundu (bib68) 1994; vol. 75
Banerjee, Maurya, Lämmel (bib21) 2018; vol. 3
Ziemer, Seyfried, Schadschneider (bib9) 2016
Willis, Gjersoe, Havard, Kerridge, Kukla (bib22) 2004; vol. 31
Yuan, Jia, Zhang, Bian (bib67) 2017; vol. 2017
Zhang (bib16) 2014; vol. 378
Zeng, Cao, Liu, Song (bib11) 2018; vol. 500
Chattaraj, Seyfried, Chakroborty (bib19) 2009; vol. 12
Ziemer (10.1016/j.physa.2024.130053_bib9) 2016
Zeng (10.1016/j.physa.2024.130053_bib11) 2018; vol. 500
Cao (10.1016/j.physa.2024.130053_bib17) 2019; vol. 69
Xiao (10.1016/j.physa.2024.130053_bib43) 2020; vol. 5
Hu (10.1016/j.physa.2024.130053_bib6) 2020; vol. 5
Liu (10.1016/j.physa.2024.130053_bib49) 2009; vol. 388
Lv (10.1016/j.physa.2024.130053_bib10) 2013; vol. 62
Saberi (10.1016/j.physa.2024.130053_bib37) 2015; vol. 434
Helbing (10.1016/j.physa.2024.130053_bib65) 2001; vol. 28
Zhang (10.1016/j.physa.2024.130053_bib35) 2014; vol. 405
10.1016/j.physa.2024.130053_bib52
Seyfried (10.1016/j.physa.2024.130053_bib54) 2005; vol. 2005
Kilshaw (10.1016/j.physa.2024.130053_bib45) 1983; vol. 74
10.1016/j.physa.2024.130053_bib58
Ren (10.1016/j.physa.2024.130053_bib31) 2019; vol. 2019
Garcimartin (10.1016/j.physa.2024.130053_bib5) 2018; vol. 20
Guo (10.1016/j.physa.2024.130053_bib36) 2016; vol. 71
Seyfried (10.1016/j.physa.2024.130053_bib7) 2005
Lam (10.1016/j.physa.2024.130053_bib42) 2002; vol. 29
Chattaraj (10.1016/j.physa.2024.130053_bib19) 2009; vol. 12
Willis (10.1016/j.physa.2024.130053_bib22) 2004; vol. 31
Subaih (10.1016/j.physa.2024.130053_bib53) 2019; vol. 11683
Payne (10.1016/j.physa.2024.130053_bib69) 1987; vol. 25
Singh (10.1016/j.physa.2024.130053_bib68) 1994; vol. 75
Cao (10.1016/j.physa.2024.130053_bib1) 2017; vol. 2017
Zeng (10.1016/j.physa.2024.130053_bib3) 2019; vol. 383
Isobe (10.1016/j.physa.2024.130053_bib8) 2004; vol. 336
Cao (10.1016/j.physa.2024.130053_bib15) 2018; vol. 3
Seyfried (10.1016/j.physa.2024.130053_bib26) 2009; vol. 43
Cepolina (10.1016/j.physa.2024.130053_bib28) 2005
Daamen (10.1016/j.physa.2024.130053_bib70) 2014
Zhang (10.1016/j.physa.2024.130053_bib2) 2012; vol. 14
Jain (10.1016/j.physa.2024.130053_bib23) 2014; vol. 4
Song (10.1016/j.physa.2024.130053_bib29) 2011
Yuan (10.1016/j.physa.2024.130053_bib67) 2017; vol. 2017
Gorrini (10.1016/j.physa.2024.130053_bib57) 2014; vol. 2421
Annett (10.1016/j.physa.2024.130053_bib44) 1976; vol. 3
Karamouzas (10.1016/j.physa.2024.130053_bib61) 2009; vol. 5884
Willcoxon (10.1016/j.physa.2024.130053_bib56) 2022; vol. 22
Campanella (10.1016/j.physa.2024.130053_bib33) 2009
Kretz (10.1016/j.physa.2024.130053_bib32) 2006
Cao (10.1016/j.physa.2024.130053_bib39) 2018; vol. 506
Zhang (10.1016/j.physa.2024.130053_bib34) 2012; vol. 2012
Zhang (10.1016/j.physa.2024.130053_bib41) 2013; vol. 62
Huang (10.1016/j.physa.2024.130053_bib18) 2018; vol. 509
Liu (10.1016/j.physa.2024.130053_bib20) 2009; vol. 388
Hu (10.1016/j.physa.2024.130053_bib66) 2020; vol. 127
Guy (10.1016/j.physa.2024.130053_bib64) 1987
Banerjee (10.1016/j.physa.2024.130053_bib21) 2018; vol. 3
Moussaid (10.1016/j.physa.2024.130053_bib51) 2009; vol. 276
Wong (10.1016/j.physa.2024.130053_bib48) 2010; vol. 136
Jung (10.1016/j.physa.2024.130053_bib47) 2013; vol. 44
Appert-Rolland (10.1016/j.physa.2024.130053_bib4) 2020; vol. 5
Boltes (10.1016/j.physa.2024.130053_bib55) 2013; vol. 100
Hoogendoorn (10.1016/j.physa.2024.130053_bib25) 2005; vol. 39
Dawson (10.1016/j.physa.2024.130053_bib62) 1977; vol. 299
Xiong (10.1016/j.physa.2024.130053_bib59) 2011; vol. 28
Kretz (10.1016/j.physa.2024.130053_bib27) 2006; vol. 2006
Zhang (10.1016/j.physa.2024.130053_bib14) 2016; vol. 83
Chao (10.1016/j.physa.2024.130053_bib63) 1950; vol. 26
Zverev (10.1016/j.physa.2024.130053_bib46) 2006; vol. 60
Song (10.1016/j.physa.2024.130053_bib12) 2013; vol. 62
Daamen (10.1016/j.physa.2024.130053_bib24) 2003
Cao (10.1016/j.physa.2024.130053_bib13) 2016; vol. 94
Mehrabian (10.1016/j.physa.2024.130053_bib60) 1995; vol. 23
Zhang (10.1016/j.physa.2024.130053_bib16) 2014; vol. 378
Lian (10.1016/j.physa.2024.130053_bib38) 2015; vol. 2015
Dias (10.1016/j.physa.2024.130053_bib30) 2013
10.1016/j.physa.2024.130053_bib40
Fang (10.1016/j.physa.2024.130053_bib50) 2010; vol. 389
References_xml – volume: vol. 14
  year: 2012
  ident: bib2
  publication-title: Pedestrian Fundamental Diagrams: Comparative Analysis of Experiments in Different Geometries
– start-page: 89
  year: 2016
  end-page: 96
  ident: bib9
  article-title: Congestion dynamics in pedestrian single-file motion
  publication-title: Traffic Granul. Flow.
– volume: vol. 75
  start-page: 19
  year: 1994
  end-page: 29
  ident: bib68
  article-title: Hand preference and approval among hindus and muslims in India
  publication-title: Int. J. Neurosci.
– volume: vol. 136
  start-page: 234
  year: 2010
  end-page: 242
  ident: bib48
  article-title: Bidirectional pedestrian stream model with oblique intersecting angle
  publication-title: J. Transp. Eng.
– start-page: 875
  year: 2011
  end-page: 879
  ident: bib29
  article-title: Experimental study of pedestrian flow in the channel through bottleneck, in: pedestrian and evacuation dynamics
  publication-title: Springe Sci. Bus. Media
– volume: vol. 71
  start-page: 63
  year: 2016
  end-page: 85
  ident: bib36
  article-title: Uni- and bi-directional pedestrian flow in the view-limited condition: experiments and modeling
  publication-title: Transp. Res. Part C. Emerg. Technol.
– volume: vol. 2005
  year: Oct. 2005
  ident: bib54
  article-title: The fundamental diagram of pedestrian movement revisited
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 2012
  year: 2012
  ident: bib34
  article-title: Ordering in bidirectional pedestrian flows and its influence on the fundamental diagram
  publication-title: J. Stat. Mech. Theory Exp.
– reference: U. Chattaraja, A. Seyfriedb, P. Chakrobortyc, and M.K. Biswala, Modelling Single File Pedestrian Motion Across Cultures, vol. 104, pp. 698–707, 2013,
– volume: vol. 62
  start-page: 525
  year: 2013
  end-page: 531
  ident: bib10
  article-title: Experiment and modelling for pedestrian following behavior using velocity-headway relation
  publication-title: Procedia Eng.
– volume: vol. 2421
  start-page: 57
  year: 2014
  end-page: 63
  ident: bib57
  article-title: Experimental investigation of pedestrian personal space: toward modeling and simulation of pedestrian crowd dynamics
  publication-title: Transp. Res. Rec.
– volume: vol. 388
  start-page: 2717
  year: 2009
  end-page: 2726
  ident: bib20
  article-title: Extraction and quantitative analysis of microscopic evacuation characteristics based on digital image processing
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 378
  start-page: 3274
  year: 2014
  end-page: 3277
  ident: bib16
  article-title: Universal flow-density relation of single-file bicycle, pedestrian and car motion
  publication-title: Phys. Lett. Sect. A Gen. At. Solid State Phys.
– volume: vol. 39
  start-page: 147
  year: May 2005
  end-page: 159
  ident: bib25
  article-title: Pedestrian behavior at bottlenecks
  publication-title: Transp. Sci.
– volume: vol. 29
  start-page: 169
  year: 2002
  end-page: 192
  ident: bib42
  article-title: A study of the bi-directional pedestrian flow characteristics at Hong Kong signalized crosswalk facilities
  publication-title: Transportation
– volume: vol. 43
  start-page: 395
  year: 2009
  end-page: 406
  ident: bib26
  article-title: New insights into pedestrian flow through bottlenecks
  publication-title: Transp. Sci.
– volume: vol. 3
  start-page: 317
  year: 1976
  end-page: 328
  ident: bib44
  article-title: Handedness and the cerebral representation of speech
  publication-title: Ann. Hum. Biol.
– volume: vol. 26
  start-page: 394
  year: 1950
  ident: bib63
  article-title: Human behavior and the principle of least effort: an introduction to human ecology
  publication-title: Language
– volume: vol. 20
  year: 2018
  ident: bib5
  article-title: Redefining the role of obstacles in pedestrian evacuation
  publication-title: N. J. Phys.
– start-page: 148
  year: 2009
  end-page: 156
  ident: bib33
  article-title: Effects of heterogeneity on self-organized pedestrian flows
  publication-title: Transp. Res. Rec.
– reference: D. Helbing, L. Buzna, A. Johansson, T. Werner, A. Johansson, and T. Werner, Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions, no. November 2021, 2005, doi:
– start-page: 41
  year: 2005
  end-page: 53
  ident: bib7
  article-title: The fundamental diagram of pedestrian movement revisited
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 500
  start-page: 237
  year: 2018
  end-page: 248
  ident: bib11
  article-title: Experimental and modeling study on relation of pedestrian step length and frequency under different headways
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 2019
  year: Feb. 2019
  ident: bib31
  article-title: The fundamental diagrams of elderly pedestrian flow in straight corridors under different densities
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 276
  start-page: 2755
  year: 2009
  end-page: 2762
  ident: bib51
  article-title: Experimental study of the behavioural mechanisms underlying self-organization in human crowds
  publication-title: Proc. R. Soc. B Biol. Sci.
– volume: vol. 62
  start-page: 655
  year: 2013
  end-page: 662
  ident: bib41
  article-title: Empirical characteristics of different types of pedestrian streams
  publication-title: Procedia Eng.
– year: 2006
  ident: bib32
  article-title: Experimental study of pedestrian counterflow in a corridor
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 506
  start-page: 661
  year: 2018
  end-page: 670
  ident: bib39
  article-title: Investigation of difference of fundamental diagrams in pedestrian flow
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 100
  start-page: 127
  year: 2013
  end-page: 133
  ident: bib55
  article-title: Collecting pedestrian trajectories
  publication-title: Neurocomputing
– volume: vol. 336
  start-page: 638
  year: 2004
  end-page: 650
  ident: bib8
  article-title: Experiment and simulation of pedestrian counter flow
  publication-title: Phys. A-Stat. Mech. Appl. Phys. A
– volume: vol. 83
  start-page: 361
  year: 2016
  end-page: 368
  ident: bib14
  article-title: Homogeneity and activeness of crowd on aged pedestrian dynamics
  publication-title: Procedia Comput. Sci.
– volume: vol. 3
  start-page: 1
  year: 2018
  end-page: 52
  ident: bib21
  article-title: Pedestrian flow characteristics and level of service on dissimilar facilities: a critical review
  publication-title: Collect. Dyn.
– volume: vol. 5
  start-page: 332
  year: 2020
  end-page: 339
  ident: bib6
  article-title: The difference between individuals and social groups in multidirectional movement
  publication-title: Collect. Dyn.
– year: 2013
  ident: bib30
  article-title: Experimental study on pedestrian walking characteristics through angled corridors
  publication-title: Proc. 36th Australas. Transp. Res. Forum
– volume: vol. 509
  start-page: 1023
  year: 2018
  end-page: 1033
  ident: bib18
  article-title: Experimental study of individual and single-file pedestrian movement in narrow seat aisle
  publication-title: Phys. A Stat. Mech. Appl.
– reference: R. Askarizad and H. Safari, The Influence of Social Interactions on the Behavioral Patterns of the People in Urban Spaces ( case study: The pedestrian zone of Rasht Municipality, vol. 101, no. February 2019, 2020.
– volume: vol. 299
  start-page: 424
  year: Sep. 1977
  end-page: 447
  ident: bib62
  article-title: An anthropological perspective on the evolution and lateralization of the brain
  publication-title: Ann. N. Y. Acad. Sci.
– volume: vol. 28
  year: 2011
  ident: bib59
  article-title: A macroscopic approach to the lane formation phenomenon in pedestrian counterflow
  publication-title: Chin. Phys. Lett.
– volume: vol. 3
  start-page: 33402
  year: Mar. 2018
  ident: bib15
  article-title: The stepping behavior analysis of pedestrians from different age groups via a single-file experiment
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 434
  start-page: 120
  year: 2015
  end-page: 128
  ident: bib37
  article-title: Spatial fluctuations of pedestrian velocities in bidirectional streams: exploring the effects of self-organization
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 74
  start-page: 253
  year: 1983
  end-page: 268
  ident: bib45
  article-title: Right-and left-hand skill I: Effects of age, sex and hand preference showing superior skill in left-handers
  publication-title: Br. J. Psychol.
– volume: vol. 11683
  start-page: 613
  year: 2019
  end-page: 624
  ident: bib53
  article-title: Gender-based insights into the fundamental diagram of pedestrian dynamics
  publication-title: Lect. Notes Comput. Sci. (Incl. Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinforma.
– volume: vol. 62
  start-page: 56
  year: 2013
  end-page: 70
  ident: bib12
  article-title: Experiment and modeling of microscopic movement characteristic of pedestrians
  publication-title: Procedia Eng.
– volume: vol. 405
  start-page: 316
  year: 2014
  end-page: 325
  ident: bib35
  article-title: Comparison of intersecting pedestrian flows based on experiments
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 60
  start-page: 295
  year: 2006
  end-page: 303
  ident: bib46
  article-title: Cultural and environmental pressure against left-hand preference in urban and semi-urban Malawi
  publication-title: Brain Cogn.
– volume: vol. 2017
  start-page: 3678268
  year: 2017
  ident: bib67
  article-title: Simulation of pedestrian behavior in the collision-avoidance process considering their moving preferences
  publication-title: Discret. Dyn. Nat. Soc.
– volume: vol. 25
  start-page: 247
  year: 1987
  end-page: 258
  ident: bib69
  article-title: Impact of cultural pressures on self-reports of actual and approved hand use
  publication-title: Neuropsychologia
– volume: vol. 12
  start-page: 393
  year: 2009
  end-page: 405
  ident: bib19
  article-title: Comparison of pedestrian fundamental diagram across cultures
  publication-title: Adv. Complex Syst.
– volume: vol. 23
  start-page: 253
  year: Jan. 1995
  end-page: 263
  ident: bib60
  article-title: Basic temperament components of loneliness, shyness, and conformity
  publication-title: Soc. Behav. Personal. Int. J.
– volume: vol. 28
  start-page: 361
  year: 2001
  end-page: 383
  ident: bib65
  article-title: Self-organizing pedestrian movement
  publication-title: Environ. Plan. B Plan. Des.
– volume: vol. 127
  year: Jul. 2020
  ident: bib66
  article-title: Experimental study and analysis on behaviours and strategies of social groups and individuals
  publication-title: Saf. Sci.
– volume: vol. 383
  start-page: 1011
  year: 2019
  end-page: 1018
  ident: bib3
  article-title: Experimental study on the effect of background music on pedestrian movement at high density
  publication-title: Phys. Lett. A
– volume: vol. 388
  start-page: 2717
  year: 2009
  end-page: 2726
  ident: bib49
  article-title: Extraction and quantitative analysis of microscopic evacuation characteristics based on digital image processing
  publication-title: Phys. A Stat. Mech. Appl.
– year: 2014
  ident: bib70
  article-title: Pedestrian and evacuation dynamics 2012
  publication-title: Pedestr. Evacuation Dyn. 2012
– volume: vol. 69
  start-page: 329
  year: 2019
  end-page: 342
  ident: bib17
  article-title: Dynamic analysis of pedestrian movement in single-file experiment under limited visibility
  publication-title: Commun. Nonlinear Sci. Numer. Simul.
– volume: vol. 4
  start-page: 103
  year: 2014
  end-page: 116
  ident: bib23
  article-title: Pedestrian crossing behaviour analysis at intersections
  publication-title: Int. J. Traffic Transp. Eng.
– volume: vol. 5
  start-page: A109
  year: 2020
  ident: bib4
  article-title: Experimental study of collective pedestrian dynamics
  publication-title: Collect. Dyn.
– volume: vol. 31
  start-page: 805
  year: 2004
  end-page: 828
  ident: bib22
  article-title: Human movement behaviour in urban spaces: Implications for the design and modelling of effective pedestrian environments
  publication-title: Environ. Plan. B Plan. Des.
– reference: .
– year: 1987
  ident: bib64
  article-title: Pedestrian route choice in central Jerusalem
  publication-title: Beer Sheva
– volume: vol. 389
  start-page: 815
  year: 2010
  end-page: 824
  ident: bib50
  article-title: Experiment and modeling of exit-selecting behaviors during a building evacuation
  publication-title: Phys. A Stat. Mech. Appl.
– volume: vol. 2006
  year: Oct. 2006
  ident: bib27
  article-title: Experimental study of pedestrian flow through a bottleneck
  publication-title: J. Stat. Mech. Theory Exp.
– start-page: 20
  year: 2003
  end-page: 30
  ident: bib24
  article-title: Experimental research of pedestrian walking behavior
  publication-title: Transp. Res. Rec.
– volume: vol. 2015
  start-page: P08024
  year: 2015
  ident: bib38
  article-title: An experimental study on four-directional intersecting pedestrian flows
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 22
  start-page: 3707
  year: 2022
  ident: bib56
  article-title: Does attention influence who you follow in a crowd? Tracking neighbors vs. following your friends
  publication-title: J. Vis.
– volume: vol. 94
  year: Jul. 2016
  ident: bib13
  article-title: Pedestrian dynamics in single-file movement of crowd with different age compositions
  publication-title: Phys. Rev. E
– start-page: 1
  year: 2005
  end-page: 11
  ident: bib28
  article-title: Understanding Capacity Drop for designing pedestrian environments
  publication-title: Walk. 21 Everyday Walk. Cult.
– volume: vol. 5
  start-page: A106
  year: 2020
  ident: bib43
  article-title: Experimental investigation of pedestrian dynamics in circle antipode experiments
  publication-title: Collect. Dyn.
– volume: vol. 5884
  start-page: 41
  year: 2009
  end-page: 52
  ident: bib61
  article-title: A predictive collision avoidance model for pedestrian simulation
  publication-title: Lect. Notes Comput. Sci. (Incl. Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinf.
– volume: vol. 2017
  start-page: 33404
  year: Mar. 2017
  ident: bib1
  article-title: Fundamental diagrams for multidirectional pedestrian flows
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 44
  start-page: 1015
  year: 2013
  end-page: 1023
  ident: bib47
  article-title: Survey of Korean pedestrians’ natural preference for walking directions
  publication-title: Appl. Ergon.
– volume: vol. 5884
  start-page: 41
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib61
  article-title: A predictive collision avoidance model for pedestrian simulation
  publication-title: Lect. Notes Comput. Sci. (Incl. Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinf.
– volume: vol. 23
  start-page: 253
  issue: 3
  year: 1995
  ident: 10.1016/j.physa.2024.130053_bib60
  article-title: Basic temperament components of loneliness, shyness, and conformity
  publication-title: Soc. Behav. Personal. Int. J.
  doi: 10.2224/sbp.1995.23.3.253
– volume: vol. 20
  issue: 12
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib5
  article-title: Redefining the role of obstacles in pedestrian evacuation
  publication-title: N. J. Phys.
  doi: 10.1088/1367-2630/aaf4ca
– volume: vol. 94
  issue: 1
  year: 2016
  ident: 10.1016/j.physa.2024.130053_bib13
  article-title: Pedestrian dynamics in single-file movement of crowd with different age compositions
  publication-title: Phys. Rev. E
  doi: 10.1103/PhysRevE.94.012312
– volume: vol. 2005
  issue: 10
  year: 2005
  ident: 10.1016/j.physa.2024.130053_bib54
  article-title: The fundamental diagram of pedestrian movement revisited
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/2005/10/P10002
– volume: vol. 3
  start-page: 317
  issue: 4
  year: 1976
  ident: 10.1016/j.physa.2024.130053_bib44
  article-title: Handedness and the cerebral representation of speech
  publication-title: Ann. Hum. Biol.
  doi: 10.1080/03014467600001541
– volume: vol. 389
  start-page: 815
  issue: 4
  year: 2010
  ident: 10.1016/j.physa.2024.130053_bib50
  article-title: Experiment and modeling of exit-selecting behaviors during a building evacuation
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2009.10.019
– volume: vol. 11683
  start-page: 613
  year: 2019
  ident: 10.1016/j.physa.2024.130053_bib53
  article-title: Gender-based insights into the fundamental diagram of pedestrian dynamics
  publication-title: Lect. Notes Comput. Sci. (Incl. Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinforma.
– volume: vol. 136
  start-page: 234
  issue: 3
  year: 2010
  ident: 10.1016/j.physa.2024.130053_bib48
  article-title: Bidirectional pedestrian stream model with oblique intersecting angle
  publication-title: J. Transp. Eng.
  doi: 10.1061/(ASCE)TE.1943-5436.0000086
– ident: 10.1016/j.physa.2024.130053_bib58
  doi: 10.1016/j.cities.2020.102687
– year: 2013
  ident: 10.1016/j.physa.2024.130053_bib30
  article-title: Experimental study on pedestrian walking characteristics through angled corridors
  publication-title: Proc. 36th Australas. Transp. Res. Forum
– volume: vol. 62
  start-page: 655
  year: 2013
  ident: 10.1016/j.physa.2024.130053_bib41
  article-title: Empirical characteristics of different types of pedestrian streams
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2013.08.111
– start-page: 20
  issue: 1828
  year: 2003
  ident: 10.1016/j.physa.2024.130053_bib24
  article-title: Experimental research of pedestrian walking behavior
  publication-title: Transp. Res. Rec.
  doi: 10.3141/1828-03
– volume: vol. 2006
  issue: 10
  year: 2006
  ident: 10.1016/j.physa.2024.130053_bib27
  article-title: Experimental study of pedestrian flow through a bottleneck
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/2006/10/P10014
– volume: vol. 299
  start-page: 424
  issue: 1
  year: 1977
  ident: 10.1016/j.physa.2024.130053_bib62
  article-title: An anthropological perspective on the evolution and lateralization of the brain
  publication-title: Ann. N. Y. Acad. Sci.
  doi: 10.1111/j.1749-6632.1977.tb41927.x
– volume: vol. 69
  start-page: 329
  year: 2019
  ident: 10.1016/j.physa.2024.130053_bib17
  article-title: Dynamic analysis of pedestrian movement in single-file experiment under limited visibility
  publication-title: Commun. Nonlinear Sci. Numer. Simul.
  doi: 10.1016/j.cnsns.2018.10.007
– start-page: 148
  issue: 2124
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib33
  article-title: Effects of heterogeneity on self-organized pedestrian flows
  publication-title: Transp. Res. Rec.
  doi: 10.3141/2124-14
– volume: vol. 5
  start-page: 332
  year: 2020
  ident: 10.1016/j.physa.2024.130053_bib6
  article-title: The difference between individuals and social groups in multidirectional movement
  publication-title: Collect. Dyn.
– volume: vol. 434
  start-page: 120
  year: 2015
  ident: 10.1016/j.physa.2024.130053_bib37
  article-title: Spatial fluctuations of pedestrian velocities in bidirectional streams: exploring the effects of self-organization
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2015.04.008
– volume: vol. 28
  start-page: 361
  issue: 3
  year: 2001
  ident: 10.1016/j.physa.2024.130053_bib65
  article-title: Self-organizing pedestrian movement
  publication-title: Environ. Plan. B Plan. Des.
  doi: 10.1068/b2697
– volume: vol. 62
  start-page: 525
  year: 2013
  ident: 10.1016/j.physa.2024.130053_bib10
  article-title: Experiment and modelling for pedestrian following behavior using velocity-headway relation
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2013.08.096
– volume: vol. 383
  start-page: 1011
  issue: 10
  year: 2019
  ident: 10.1016/j.physa.2024.130053_bib3
  article-title: Experimental study on the effect of background music on pedestrian movement at high density
  publication-title: Phys. Lett. A
  doi: 10.1016/j.physleta.2018.12.019
– volume: vol. 44
  start-page: 1015
  issue: 6
  year: 2013
  ident: 10.1016/j.physa.2024.130053_bib47
  article-title: Survey of Korean pedestrians’ natural preference for walking directions
  publication-title: Appl. Ergon.
  doi: 10.1016/j.apergo.2013.04.003
– volume: vol. 2015
  start-page: P08024
  issue: 8
  year: 2015
  ident: 10.1016/j.physa.2024.130053_bib38
  article-title: An experimental study on four-directional intersecting pedestrian flows
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/2015/08/P08024
– volume: vol. 60
  start-page: 295
  issue: 3
  year: 2006
  ident: 10.1016/j.physa.2024.130053_bib46
  article-title: Cultural and environmental pressure against left-hand preference in urban and semi-urban Malawi
  publication-title: Brain Cogn.
  doi: 10.1016/j.bandc.2005.07.008
– volume: vol. 3
  start-page: 33402
  issue: 3
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib15
  article-title: The stepping behavior analysis of pedestrians from different age groups via a single-file experiment
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/aab04f
– volume: vol. 4
  start-page: 103
  issue: 1
  year: 2014
  ident: 10.1016/j.physa.2024.130053_bib23
  article-title: Pedestrian crossing behaviour analysis at intersections
  publication-title: Int. J. Traffic Transp. Eng.
  doi: 10.7708/ijtte.2014.4(1).08
– volume: vol. 2012
  issue: 2
  year: 2012
  ident: 10.1016/j.physa.2024.130053_bib34
  article-title: Ordering in bidirectional pedestrian flows and its influence on the fundamental diagram
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/2012/02/P02002
– volume: vol. 26
  start-page: 394
  issue: 3
  year: 1950
  ident: 10.1016/j.physa.2024.130053_bib63
  article-title: Human behavior and the principle of least effort: an introduction to human ecology
  publication-title: Language
  doi: 10.2307/409735
– volume: vol. 62
  start-page: 56
  year: 2013
  ident: 10.1016/j.physa.2024.130053_bib12
  article-title: Experiment and modeling of microscopic movement characteristic of pedestrians
  publication-title: Procedia Eng.
  doi: 10.1016/j.proeng.2013.08.044
– volume: vol. 12
  start-page: 393
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib19
  article-title: Comparison of pedestrian fundamental diagram across cultures
  publication-title: Adv. Complex Syst.
  doi: 10.1142/S0219525909002209
– start-page: 41
  issue: 10
  year: 2005
  ident: 10.1016/j.physa.2024.130053_bib7
  article-title: The fundamental diagram of pedestrian movement revisited
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 388
  start-page: 2717
  issue: 13
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib20
  article-title: Extraction and quantitative analysis of microscopic evacuation characteristics based on digital image processing
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2009.03.017
– volume: vol. 5
  start-page: A106
  issue: Fig. 1
  year: 2020
  ident: 10.1016/j.physa.2024.130053_bib43
  article-title: Experimental investigation of pedestrian dynamics in circle antipode experiments
  publication-title: Collect. Dyn.
  doi: 10.17815/CD.2020.106
– volume: vol. 83
  start-page: 361
  issue: June
  year: 2016
  ident: 10.1016/j.physa.2024.130053_bib14
  article-title: Homogeneity and activeness of crowd on aged pedestrian dynamics
  publication-title: Procedia Comput. Sci.
  doi: 10.1016/j.procs.2016.04.137
– volume: vol. 336
  start-page: 638
  year: 2004
  ident: 10.1016/j.physa.2024.130053_bib8
  article-title: Experiment and simulation of pedestrian counter flow
  publication-title: Phys. A-Stat. Mech. Appl. Phys. A
– start-page: 89
  year: 2016
  ident: 10.1016/j.physa.2024.130053_bib9
  article-title: Congestion dynamics in pedestrian single-file motion
  publication-title: Traffic Granul. Flow.
  doi: 10.1007/978-3-319-33482-0_12
– volume: vol. 74
  start-page: 253
  issue: 2
  year: 1983
  ident: 10.1016/j.physa.2024.130053_bib45
  article-title: Right-and left-hand skill I: Effects of age, sex and hand preference showing superior skill in left-handers
  publication-title: Br. J. Psychol.
  doi: 10.1111/j.2044-8295.1983.tb01861.x
– volume: vol. 405
  start-page: 316
  year: 2014
  ident: 10.1016/j.physa.2024.130053_bib35
  article-title: Comparison of intersecting pedestrian flows based on experiments
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2014.03.004
– ident: 10.1016/j.physa.2024.130053_bib40
  doi: 10.1287/trsc.1040.0108
– start-page: 875
  year: 2011
  ident: 10.1016/j.physa.2024.130053_bib29
  article-title: Experimental study of pedestrian flow in the channel through bottleneck, in: pedestrian and evacuation dynamics
  publication-title: Springe Sci. Bus. Media
– volume: vol. 378
  start-page: 3274
  issue: 44
  year: 2014
  ident: 10.1016/j.physa.2024.130053_bib16
  article-title: Universal flow-density relation of single-file bicycle, pedestrian and car motion
  publication-title: Phys. Lett. Sect. A Gen. At. Solid State Phys.
– volume: vol. 28
  issue: 10
  year: 2011
  ident: 10.1016/j.physa.2024.130053_bib59
  article-title: A macroscopic approach to the lane formation phenomenon in pedestrian counterflow
  publication-title: Chin. Phys. Lett.
  doi: 10.1088/0256-307X/28/10/108901
– volume: vol. 2019
  issue: 2
  year: 2019
  ident: 10.1016/j.physa.2024.130053_bib31
  article-title: The fundamental diagrams of elderly pedestrian flow in straight corridors under different densities
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/aafa7b
– volume: vol. 2421
  start-page: 57
  issue: 1
  year: 2014
  ident: 10.1016/j.physa.2024.130053_bib57
  article-title: Experimental investigation of pedestrian personal space: toward modeling and simulation of pedestrian crowd dynamics
  publication-title: Transp. Res. Rec.
  doi: 10.3141/2421-07
– volume: vol. 2017
  start-page: 3678268
  issue: 1
  year: 2017
  ident: 10.1016/j.physa.2024.130053_bib67
  article-title: Simulation of pedestrian behavior in the collision-avoidance process considering their moving preferences
  publication-title: Discret. Dyn. Nat. Soc.
– volume: vol. 75
  start-page: 19
  issue: 1–2
  year: 1994
  ident: 10.1016/j.physa.2024.130053_bib68
  article-title: Hand preference and approval among hindus and muslims in India
  publication-title: Int. J. Neurosci.
  doi: 10.3109/00207459408986285
– volume: vol. 14
  year: 2012
  ident: 10.1016/j.physa.2024.130053_bib2
– ident: 10.1016/j.physa.2024.130053_bib52
  doi: 10.1016/j.sbspro.2013.11.164
– volume: vol. 3
  start-page: 1
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib21
  article-title: Pedestrian flow characteristics and level of service on dissimilar facilities: a critical review
  publication-title: Collect. Dyn.
– volume: vol. 71
  start-page: 63
  year: 2016
  ident: 10.1016/j.physa.2024.130053_bib36
  article-title: Uni- and bi-directional pedestrian flow in the view-limited condition: experiments and modeling
  publication-title: Transp. Res. Part C. Emerg. Technol.
  doi: 10.1016/j.trc.2016.07.001
– start-page: 1
  year: 2005
  ident: 10.1016/j.physa.2024.130053_bib28
  article-title: Understanding Capacity Drop for designing pedestrian environments
  publication-title: Walk. 21 Everyday Walk. Cult.
– volume: vol. 29
  start-page: 169
  issue: 2
  year: 2002
  ident: 10.1016/j.physa.2024.130053_bib42
  article-title: A study of the bi-directional pedestrian flow characteristics at Hong Kong signalized crosswalk facilities
  publication-title: Transportation
  doi: 10.1023/A:1014226416702
– issue: 10
  year: 2006
  ident: 10.1016/j.physa.2024.130053_bib32
  article-title: Experimental study of pedestrian counterflow in a corridor
  publication-title: J. Stat. Mech. Theory Exp.
– volume: vol. 500
  start-page: 237
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib11
  article-title: Experimental and modeling study on relation of pedestrian step length and frequency under different headways
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2018.02.095
– volume: vol. 100
  start-page: 127
  year: 2013
  ident: 10.1016/j.physa.2024.130053_bib55
  article-title: Collecting pedestrian trajectories
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2012.01.036
– volume: vol. 43
  start-page: 395
  issue: 3
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib26
  article-title: New insights into pedestrian flow through bottlenecks
  publication-title: Transp. Sci.
  doi: 10.1287/trsc.1090.0263
– volume: vol. 506
  start-page: 661
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib39
  article-title: Investigation of difference of fundamental diagrams in pedestrian flow
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2018.04.084
– volume: vol. 509
  start-page: 1023
  year: 2018
  ident: 10.1016/j.physa.2024.130053_bib18
  article-title: Experimental study of individual and single-file pedestrian movement in narrow seat aisle
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2018.06.079
– volume: vol. 5
  start-page: A109
  year: 2020
  ident: 10.1016/j.physa.2024.130053_bib4
  article-title: Experimental study of collective pedestrian dynamics
  publication-title: Collect. Dyn.
  doi: 10.17815/CD.2020.109
– volume: vol. 2017
  start-page: 33404
  issue: 3
  year: 2017
  ident: 10.1016/j.physa.2024.130053_bib1
  article-title: Fundamental diagrams for multidirectional pedestrian flows
  publication-title: J. Stat. Mech. Theory Exp.
  doi: 10.1088/1742-5468/aa620d
– volume: vol. 39
  start-page: 147
  issue: 2
  year: 2005
  ident: 10.1016/j.physa.2024.130053_bib25
  article-title: Pedestrian behavior at bottlenecks
  publication-title: Transp. Sci.
  doi: 10.1287/trsc.1040.0102
– volume: vol. 276
  start-page: 2755
  issue: 1668
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib51
  article-title: Experimental study of the behavioural mechanisms underlying self-organization in human crowds
  publication-title: Proc. R. Soc. B Biol. Sci.
  doi: 10.1098/rspb.2009.0405
– volume: vol. 31
  start-page: 805
  issue: 6
  year: 2004
  ident: 10.1016/j.physa.2024.130053_bib22
  article-title: Human movement behaviour in urban spaces: Implications for the design and modelling of effective pedestrian environments
  publication-title: Environ. Plan. B Plan. Des.
  doi: 10.1068/b3060
– volume: vol. 388
  start-page: 2717
  issue: 13
  year: 2009
  ident: 10.1016/j.physa.2024.130053_bib49
  article-title: Extraction and quantitative analysis of microscopic evacuation characteristics based on digital image processing
  publication-title: Phys. A Stat. Mech. Appl.
  doi: 10.1016/j.physa.2009.03.017
– issue: July 2016
  year: 2014
  ident: 10.1016/j.physa.2024.130053_bib70
  article-title: Pedestrian and evacuation dynamics 2012
  publication-title: Pedestr. Evacuation Dyn. 2012
– year: 1987
  ident: 10.1016/j.physa.2024.130053_bib64
  article-title: Pedestrian route choice in central Jerusalem
  publication-title: Beer Sheva
– volume: vol. 22
  start-page: 3707
  issue: 14
  year: 2022
  ident: 10.1016/j.physa.2024.130053_bib56
  article-title: Does attention influence who you follow in a crowd? Tracking neighbors vs. following your friends
  publication-title: J. Vis.
  doi: 10.1167/jov.22.14.3707
– volume: vol. 25
  start-page: 247
  issue: 1
  year: 1987
  ident: 10.1016/j.physa.2024.130053_bib69
  article-title: Impact of cultural pressures on self-reports of actual and approved hand use
  publication-title: Neuropsychologia
  doi: 10.1016/0028-3932(87)90135-7
– volume: vol. 127
  issue: November 2018
  year: 2020
  ident: 10.1016/j.physa.2024.130053_bib66
  article-title: Experimental study and analysis on behaviours and strategies of social groups and individuals
  publication-title: Saf. Sci.
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Snippet This study investigates multidirectional pedestrian flow by examining walking characteristics and behavioral factors impacting pedestrian dynamics. Parameters...
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SubjectTerms Crowd Management
Detours
Multidirectional pedestrian flow
Pedestrian behavior
Walking preferences
Title Comparative study of multidirectional pedestrian flows: Insights and dynamics
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