Predictors of evacuation behavior: dataset on respondents' route choice and web interaction
Jazyk angličtina Země Velká Británie, Anglie Médium electronic
Typ dokumentu časopisecké články, dataset
Grantová podpora
MUNI/A/1393/2021
Masarykova Univerzita (Masaryk University)
PubMed
39833249
PubMed Central
PMC11747338
DOI
10.1038/s41597-025-04440-y
PII: 10.1038/s41597-025-04440-y
Knihovny.cz E-zdroje
- MeSH
- dospělí MeSH
- internet MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladiství MeSH
- mladý dospělý MeSH
- rozhodování * MeSH
- senioři MeSH
- strojové učení MeSH
- výběrové chování * MeSH
- Check Tag
- dospělí MeSH
- lidé středního věku MeSH
- lidé MeSH
- mladiství MeSH
- mladý dospělý MeSH
- mužské pohlaví MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- dataset MeSH
Empirical data on human evacuation behavior are invaluable for adjusting and training computational algorithms that simulate evacuation processes, including agent-based modeling. We provide a dataset on human decision-making during evacuations from virtual buildings, captured using experimental methods that controlled specific building layout parameters. An online experiment assigned participants a random subset of tasks featuring T-intersections. Data from 208 respondents, aged 17 to 71, were analyzed, considering education levels and excluding those with significant technical issues. Quantitative data on user interaction and evacuation route choices included decision time, mouse rotation, and the selected corridor, recorded through mouse clicks on invisible areas of interest. Respondents also self-reported their choice confidence on a Likert scale. Additionally, responses to final retrospective evaluation questionnaires were recorded. This dataset offers diverse research opportunities, particularly in emergency evacuation planning, where understanding evacuation choices in simulations can inform real-world strategies. It supports the development of models to predict human behavior in emergencies using machine learning and predictive modeling and is accessible for both academic and commercial use.
Department of Geography Faculty of Science Masaryk University Brno Czech Republic
Department of Psychology Faculty of Arts Masaryk University Brno Czech Republic
Zobrazit více v PubMed
Proulx, G. Occupant behaviour and evacuation Proulx. in
Proulx, G., Laroche, C. & Latour, J. C. Audibility problems with fire alarms in apartment buildings.
Kobes, M., Helsloot, I., de Vries, B. & Post, J. G. Building safety and human behaviour in fire: A literature review. DOI
Lovreglio, R., Fonzone, A., dell’Olio, L. & Borri, D. A study of herding behaviour in exit choice during emergencies based on random utility theory. DOI
Haghani, M. & Sarvi, M. Following the crowd or avoiding it? Empirical investigation of imitative behaviour in emergency escape of human crowds. DOI
Haghani, M. & Sarvi, M. Herding’ in direction choice-making during collective escape of crowds: How likely is it and what moderates it? DOI
Hillier, B., Hanson, J. & Peponis, J. What do we mean by building function?
Ünlü, A., Ülken, G. & Edgü, E. A Space Syntax Based Model in Evacuation of Hospitals. in
Vilar, E., Rebelo, F., Noriega, P., Teles, J. & Mayhorn, C. The in fl uence of environmental features on route selection in an emergency situation. PubMed DOI
Snopková, D. DOI
Kinateder, M.
Feng, Z., González, V. A., Amor, R., Lovreglio, R. & Cabrera-Guerrero, G. Immersive virtual reality serious games for evacuation training and research: A systematic literature review. DOI
Ugwitz, P.
Paradis, M. A. DOI
Tong, Y. & Bode, N. W. F. How building layout properties influence pedestrian route choice and route recall.
Rocha Estrada, F. J., Ruiz Ramirez, J. A., George-Reyes, C. E. & Glasserman-Morales, L. D. Students, Experience Using a Web-based Virtual Reality Tool. in
Broman, K., Chorell, E. & Holmboe, M. Virtual Reality and Zoom in combination to visualise chemical structures and develop students’ spatial ability during the Corona pandemic. in
Seiler, R. & Widmer, D. Extended Reality in the World Wide Web: Investigating and Testing the Use Cases of WebVR Manuals. in
Juřík, V.
Siltanen, S.
Alcañiz, M., Rey, B., Tembl, J. & Parkhutik, V. A neuroscience approach to virtual reality experience using transcranial Doppler monitoring. DOI
Hilbert, D. M. & Redmiles, D. F. Extracting usability information from user interface events. DOI
Herman, L. User Evaluation of Interactive Thematic 3D City Models - Application of Asynchronous Remote Testing Method.
Snopková, D., Tancoš, M., Herman, L. & Juřík, V. Predictors of evacuation behavior: dataset on respondents’ route choice and web interaction. PubMed DOI PMC
Snopková, D. & Herman, L. Spatial aspects of evacuation: a closer look at user interaction during route choice. DOI
