TY - JOUR
T1 - Computational psychometrics for modeling system dynamics during stressful disasters
AU - Cipresso, Pietro
AU - Bessi, Alessandro
AU - Colombo, Desirée
AU - Pedroli, Elisa
AU - Riva, Giuseppe
PY - 2017/8/15
Y1 - 2017/8/15
N2 - Disasters can be very stressful events. However, computational models of stress require data that might be very difficult to collect during disasters. Moreover, personal experiences are not repeatable, so it is not possible to collect bottom-up information when building a coherent model. To overcome these problems, we propose the use of computational models and virtual reality integration to recreate disaster situations, while examining possible dynamics in order to understand human behavior and relative consequences. By providing realistic parameters associated with disaster situations, computational scientists can work more closely with emergency responders to improve the quality of interventions in the future.
AB - Disasters can be very stressful events. However, computational models of stress require data that might be very difficult to collect during disasters. Moreover, personal experiences are not repeatable, so it is not possible to collect bottom-up information when building a coherent model. To overcome these problems, we propose the use of computational models and virtual reality integration to recreate disaster situations, while examining possible dynamics in order to understand human behavior and relative consequences. By providing realistic parameters associated with disaster situations, computational scientists can work more closely with emergency responders to improve the quality of interventions in the future.
KW - Communication
KW - Computational psychometrics
KW - Disaster management
KW - Modeling
KW - Psychological stress
KW - Psychometrics
UR - http://www.scopus.com/inward/record.url?scp=85027555444&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85027555444&partnerID=8YFLogxK
U2 - 10.3389/fpsyg.2017.01401
DO - 10.3389/fpsyg.2017.01401
M3 - Article
AN - SCOPUS:85027555444
VL - 8
JO - Frontiers in Psychology
JF - Frontiers in Psychology
SN - 1664-1078
IS - AUG
M1 - 1401
ER -