An Evacuation Decision Model based on perceived risk, social influence and behavioural uncertainty
Lovreglio, Ruggiero LU ; Ronchi, Enrico LU
and Nilsson, Daniel
LU
(2016)
In Simulation Modelling Practice and Theory
66.
p.226-242
- Abstract
- The behaviour of people in the first stage of an evacuation can have a significant impact on the time required to reach a safe place. This behaviour is known in literature as pre-evacuation behaviour and it has been studied for many different evacuating scenarios. Despite the large number of studies, the representation of this behaviour is often oversimplified in most of the existing evacuation models. This paper aims to introduce a novel Evacuation Decision Model, allowing predicting the pre-evacuation state of an evacuee among three possible states (normal, investigation and evacuation) considering perceived risk for an evacuation scenario. The proposed model assumes that evacuees’ perceived risk is affected by several environmental and... (More)
- The behaviour of people in the first stage of an evacuation can have a significant impact on the time required to reach a safe place. This behaviour is known in literature as pre-evacuation behaviour and it has been studied for many different evacuating scenarios. Despite the large number of studies, the representation of this behaviour is often oversimplified in most of the existing evacuation models. This paper aims to introduce a novel Evacuation Decision Model, allowing predicting the pre-evacuation state of an evacuee among three possible states (normal, investigation and evacuation) considering perceived risk for an evacuation scenario. The proposed model assumes that evacuees’ perceived risk is affected by several environmental and social cues as well as by demographics and personal characteristics of evacuees. The concept of behavioural uncertainty is also included in the model and a formulation to calibrate the proposed model using a likelihood function is then provided. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/23947f5c-5213-414d-9f25-d71770805248
- author
- Lovreglio, Ruggiero
LU
; Ronchi, Enrico
LU
and Nilsson, Daniel
LU
- organization
- publishing date
- 2016-08
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Evacuation modelling, Pre-evacuation behaviour, Decision making, Behavioural uncertainty, Ordered logit
- in
- Simulation Modelling Practice and Theory
- volume
- 66
- pages
- 17 pages
- publisher
- Elsevier
- external identifiers
-
- wos:000377773600015
- scopus:84992300222
- ISSN
- 1569-190X
- DOI
- 10.1016/j.simpat.2016.03.006
- language
- English
- LU publication?
- yes
- id
- 23947f5c-5213-414d-9f25-d71770805248
- date added to LUP
- 2016-05-04 13:37:37
- date last changed
- 2022-03-01 01:13:21
@article{23947f5c-5213-414d-9f25-d71770805248,
abstract = {{The behaviour of people in the first stage of an evacuation can have a significant impact on the time required to reach a safe place. This behaviour is known in literature as pre-evacuation behaviour and it has been studied for many different evacuating scenarios. Despite the large number of studies, the representation of this behaviour is often oversimplified in most of the existing evacuation models. This paper aims to introduce a novel Evacuation Decision Model, allowing predicting the pre-evacuation state of an evacuee among three possible states (normal, investigation and evacuation) considering perceived risk for an evacuation scenario. The proposed model assumes that evacuees’ perceived risk is affected by several environmental and social cues as well as by demographics and personal characteristics of evacuees. The concept of behavioural uncertainty is also included in the model and a formulation to calibrate the proposed model using a likelihood function is then provided.}},
author = {{Lovreglio, Ruggiero and Ronchi, Enrico and Nilsson, Daniel}},
issn = {{1569-190X}},
keywords = {{Evacuation modelling; Pre-evacuation behaviour; Decision making; Behavioural uncertainty; Ordered logit}},
language = {{eng}},
pages = {{226--242}},
publisher = {{Elsevier}},
series = {{Simulation Modelling Practice and Theory}},
title = {{An Evacuation Decision Model based on perceived risk, social influence and behavioural uncertainty}},
url = {{http://dx.doi.org/10.1016/j.simpat.2016.03.006}},
doi = {{10.1016/j.simpat.2016.03.006}},
volume = {{66}},
year = {{2016}},
}