The Effect of Wheelchair Users on the Egress Time of Pedestrian Crowds: A Systematic Literature Review and Meta-analysis.

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Title: The Effect of Wheelchair Users on the Egress Time of Pedestrian Crowds: A Systematic Literature Review and Meta-analysis.
Authors: Geoerg, Paul1,2 (AUTHOR) paul.geoerg@akkon-hochschule.de, Bode, Nikolai W. F.3 (AUTHOR) nikolai.bode@bristol.ac.uk, Berthiaume, Maxine4,5 (AUTHOR), Kinateder, Max4 (AUTHOR)
Source: Fire Technology. Nov2025, Vol. 61 Issue 6, p4331-4348. 18p.
Subjects: Wheelchairs, Crowds, Comparative studies, Demographic characteristics, Safety, Individual differences
Abstract: Egress time, or how long it takes a pedestrian crowd to pass through a bottleneck during egress, is a crucial metric for safety and capacity considerations. It has been suggested that heterogeneity in the composition of pedestrian crowds - such as variability in mobility, age, or the presence of social groups - could affect egress times. However, only a few empirical studies have addressed this issue. To solidify insights from the existing empirical evidence, we present a systematic literature review and meta-analysis to quantify if the presence of wheelchair users in pedestrian crowds increases egress times. We identified nine studies, all based on controlled experiments, that used a comparable layout in which groups of participants had to move through a bottleneck and compared conditions with and without wheelchair users present. The meta-analysis confirmed the findings from the individual studies. The difference in egress time between conditions with wheelchair users present and those without was close to three standard deviations, indicating a strong effect. We found no evidence for publication bias, such as the under-reporting of non-significant findings. Our work presents a quantitative basis for adjusting expected egress times depending on occupant characteristics. It suggests that the behavioural consequences of crowd heterogeneity are safety relevant and require further investigation. [ABSTRACT FROM AUTHOR]
Copyright of Fire Technology is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: <searchLink fieldCode="JN" term="%22Fire+Technology%22">Fire Technology</searchLink>. Nov2025, Vol. 61 Issue 6, p4331-4348. 18p.
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  Data: <searchLink fieldCode="DE" term="%22Wheelchairs%22">Wheelchairs</searchLink><br /><searchLink fieldCode="DE" term="%22Crowds%22">Crowds</searchLink><br /><searchLink fieldCode="DE" term="%22Comparative+studies%22">Comparative studies</searchLink><br /><searchLink fieldCode="DE" term="%22Demographic+characteristics%22">Demographic characteristics</searchLink><br /><searchLink fieldCode="DE" term="%22Safety%22">Safety</searchLink><br /><searchLink fieldCode="DE" term="%22Individual+differences%22">Individual differences</searchLink>
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  Data: Egress time, or how long it takes a pedestrian crowd to pass through a bottleneck during egress, is a crucial metric for safety and capacity considerations. It has been suggested that heterogeneity in the composition of pedestrian crowds - such as variability in mobility, age, or the presence of social groups - could affect egress times. However, only a few empirical studies have addressed this issue. To solidify insights from the existing empirical evidence, we present a systematic literature review and meta-analysis to quantify if the presence of wheelchair users in pedestrian crowds increases egress times. We identified nine studies, all based on controlled experiments, that used a comparable layout in which groups of participants had to move through a bottleneck and compared conditions with and without wheelchair users present. The meta-analysis confirmed the findings from the individual studies. The difference in egress time between conditions with wheelchair users present and those without was close to three standard deviations, indicating a strong effect. We found no evidence for publication bias, such as the under-reporting of non-significant findings. Our work presents a quantitative basis for adjusting expected egress times depending on occupant characteristics. It suggests that the behavioural consequences of crowd heterogeneity are safety relevant and require further investigation. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Fire Technology is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s10694-025-01740-y
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        Text: English
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        Type: general
      – SubjectFull: Crowds
        Type: general
      – SubjectFull: Comparative studies
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      – SubjectFull: Demographic characteristics
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              Text: Nov2025
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