
Overview
Background
Carlo Prato is Professor in Transport Engineering at the School of Civil Engineering of The University of Queensland. He has a PhD from the Politecnico di Torino in Italy where he approached the study of travel behaviour by focusing on route choices of car drivers. It is his natural curiosity and passion for behavioural modelling that drives his research into understanding what makes people behave the way they do as pedestrians, cyclists, public transport users, and car drivers.
His research also looks at how people value congestion and reliability of transport systems, react to legislation trying to make their journeys safer, and accept and/or adapt (or not) to novel technologies and mobility solutions. Carlo contributes to the advancement of science in a cross-disciplinary environment by presenting his work in international conferences and publishing his contributions in prestigious journals as well as serving as a reviewer and editorial board member of journals spanning from engineering to psychology and medicine. Recently, Carlo has been named Associate Editor of Transportation Research Part F: Traffic Psychology and Behaviour, the journal of the International Association of Applied Psychology.
Prior to joining UQ’s School of Civil Engineering at the beginning of 2016, Carlo worked at the Technion – Israel Institute of Technology – and the Technical University of Denmark (DTU) where he became Professor in 2013. During his time at DTU, he received the 2014 Pyke Johnson Award from the Transportation Research Board of the U.S. National Academies for the best paper in planning and environment at the 93rd Annual Meeting of the Transportation Research Board: “Estimating value of congestion and value of reliability from the observation of route choice behavior of car drivers” with Thomas K. Rasmussen and Otto A. Nielsen.
Most recently, Carlo was the recipient of the 2017 Partners in Research Excellence Award from The University of Queensland for his work in the partnership with the Port of Brisbane that aims at developing port growth. Awardees for the partnership were also Dr. Alistair Grinham from the School of Civil Engineering, Dr. Peggy Schrobback from the School of Economics, and Mr Rob Nave, General Manager of Infrastructure and Environment of the Port of Brisbane Pty Ltd. The project is to futureproof Brisbane’s largest multi-cargo port in terms of sustainability, transport and economy, regionally and globally.
In 2016, Carlo was invited to join the UQ Self-Assessment Team for the SAGE pilot of the Athena SWAN program, which The University of Queensland is part of in order to address and improve gender equity in the science, technology, engineering, mathematics and medicine (STEMM) disciplines. He is also a member of the equity and diversity group at the Faculty of Engineering, Architecture and Information Technology (EAIT).
Carlo has about 90 peer-reviewed journal papers and over 130 reviewed conference contributions and a coming book with publisher Taylor & Francis Group that will bring him back to his initial interests in traffic: “Route Choice Behaviour and Traffic Assignment Models”.
Availability
- Honorary Professor Carlo Prato is:
- Available for supervision
Qualifications
- Doctor of Philosophy, Politecnico di Torino
Research interests
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Travel behaviour
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Traffic psychology
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Road safety analysis
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Traffic assignment models
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Behavioural econometrics
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Freight modelling
Works
Search Professor Carlo Prato’s works on UQ eSpace
2012
Journal Article
The application of the random regret minimization model to drivers' choice of crash avoidance maneuvers
Kaplan, Sigal and Prato, Carlo Giacomo (2012). The application of the random regret minimization model to drivers' choice of crash avoidance maneuvers. Transportation Research Part F: Traffic Psychology and Behaviour, 15 (6), 699-709. doi: 10.1016/j.trf.2012.06.005
2012
Journal Article
Meta-analysis of choice set generation effects on route choice model estimates and predictions
Prato, Carlo Giacomo (2012). Meta-analysis of choice set generation effects on route choice model estimates and predictions. Transport, 27 (3), 286-298. doi: 10.3846/16484142.2012.719840
2012
Journal Article
Risk factors associated with bus accident severity in the United States: a generalized ordered logit model
Kaplan, Sigal and Prato, Carlo Giacomo (2012). Risk factors associated with bus accident severity in the United States: a generalized ordered logit model. Journal of Safety Research, 43 (3), 171-180. doi: 10.1016/j.jsr.2012.05.003
2012
Journal Article
Latent variables and route choice behavior
Prato, Carlo Giacomo, Bekhor, Shlomo and Pronello, Cristina (2012). Latent variables and route choice behavior. Transportation, 39 (2), 299-319. doi: 10.1007/s11116-011-9344-y
2012
Journal Article
Braking News Link Between Crash Severity and Crash Avoidance Maneuvers
Kaplan, Sigal and Prato, Carlo Giacomo (2012). Braking News Link Between Crash Severity and Crash Avoidance Maneuvers. Transportation Research Record, 2280 (2280), 75-88. doi: 10.3141/2280-09
2012
Journal Article
Associating crash avoidance maneuvers with driver attributes and accident characteristics: a mixed logit model approach
Kaplan, Sigal and Prato, Carlo Giacomo (2012). Associating crash avoidance maneuvers with driver attributes and accident characteristics: a mixed logit model approach. Traffic Injury Prevention, 13 (3), 315-326. doi: 10.1080/15389588.2011.654015
2012
Book Chapter
Promoting safe transit: analyzing bus accident patterns
Prato, Carlo Giacomo and Kaplan, Sigal (2012). Promoting safe transit: analyzing bus accident patterns. Accidents: risk factors, health outcomes and safety measures. (pp. 1-17) edited by Carlo Giacomo Prato. Hauppauge, NY, United States: Nova Science Publishers.
2012
Book
Accidents: risk factors, health outcomes and safety measures
Prato, Carlo Giacomo (2012). Accidents: risk factors, health outcomes and safety measures. Hauppauge, United States: Nova Science Publishers.
2012
Conference Publication
Judgments in the selection of path generation techniques: a meta-analytic approach
Prato, Carlo G. (2012). Judgments in the selection of path generation techniques: a meta-analytic approach. Transportation Research Board (TRB) 91st Annual Meeting, Washington, DC, United States, 22-26 January 2012.
2012
Journal Article
Closing the gap between behavior and models in route choice: the role of spatiotemporal constraints and latent traits in choice set formation
Kaplan, Sigal and Prato, Carlo Giacomo (2012). Closing the gap between behavior and models in route choice: the role of spatiotemporal constraints and latent traits in choice set formation. Transportation Research Part F: Traffic Psychology and Behaviour, 15 (1), 9-24. doi: 10.1016/j.trf.2011.11.001
2012
Journal Article
Mapping patterns of pedestrian fatal accidents in Israel
Prato, Carlo Giacomo, Gitelman, Victoria and Bekhor, Shlomo (2012). Mapping patterns of pedestrian fatal accidents in Israel. Accident Analysis and Prevention, 44 (1), 56-62. doi: 10.1016/j.aap.2010.12.022
2012
Conference Publication
Associating crash avoidance maneuvers with driver attributes and accident characteristics: a mixed logit model approach
Kaplan, Sigal and Prato, Carlo Giacomo (2012). Associating crash avoidance maneuvers with driver attributes and accident characteristics: a mixed logit model approach. Transportation Research Board (TRB) 91st Annual Meeting, Washington, DC, United States, 22-26 January 2012.
2011
Journal Article
Pattern recognition and classification of fatal traffic accidents in Israel: a neural network approach
Prato, Carlo Giacomo, Gitelman, Victoria and Bekhor, Shlomo (2011). Pattern recognition and classification of fatal traffic accidents in Israel: a neural network approach. Journal of Transportation Safety and Security, 3 (4), 304-323. doi: 10.1080/19439962.2011.624291
2011
Conference Publication
Modelling mode choice in short trips: shifting from car to bicycle
Halldorsdottir, Katrin, Christensen, Linda, Jensen, Thomas Christian and Prato, Carlo Giacomo (2011). Modelling mode choice in short trips: shifting from car to bicycle. European Transport Conference 2011, Glasgow, Scotland, 10-12 October 2011.
2010
Journal Article
Modeling the behavior of novice young drivers during the first year after licensure
Prato, Carlo Giacomo, Toledo, Tomer, Lotan, Tsippy and Taubman - Ben-Ari, Orit (2010). Modeling the behavior of novice young drivers during the first year after licensure. Accident Analysis and Prevention, 42 (2), 480-486. doi: 10.1016/j.aap.2009.09.011
2010
Conference Publication
Mapping patterns and characteristics of fatal road accidents in Israel
Prato, Carlo G., Gitelman, Victoria and Bekhor, Shlomo (2010). Mapping patterns and characteristics of fatal road accidents in Israel. WCTR 2010: 12th World Conference on Transportation Research, Lisbon, Portugal, 11-15 July 2010.
2010
Conference Publication
Generation and quality assessment of route choice sets in public transport networks by means of RP data analysis
Larsen, Marie K., Nielsen, Otto A., Prato, Carlo G. and Rasmussen, Thomas K. (2010). Generation and quality assessment of route choice sets in public transport networks by means of RP data analysis. European Transport Conference, Glasgow, Scotland, 11-13 October 2010.
2010
Conference Publication
Joint modeling of constrained path enumeration and path choice behavior: a semi-compensatory approach
Kaplan, Sigal and Prato, Carlo Giacomo (2010). Joint modeling of constrained path enumeration and path choice behavior: a semi-compensatory approach. European Transport Conference 2010, Glasgow, Scotland, 11-13 October, 2010.
2010
Conference Publication
Exploring the potential of data mining techniques for the analysis of accident patterns
Prato, Carlo Giacomo, Bekhor, Shlomo, Galtzur, Ayelet, Mahalel, David and Prashker, Joseph N. (2010). Exploring the potential of data mining techniques for the analysis of accident patterns. WCTR 2010: 12th World Conference on Transportation Research, Lisbon, Portugal, 11-15 July 2010.
2010
Conference Publication
Activity-based demand modelling on a large scale: experience from the new Danish National Model
Rich, Jeppe, Prato, Carlo Giacomo and Daly, Andrew (2010). Activity-based demand modelling on a large scale: experience from the new Danish National Model. European Transport Conference 2010, Glasgow, Scotland, 11-13 October 2010.
Funding
Past funding
Supervision
Availability
- Honorary Professor Carlo Prato is:
- Available for supervision
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Supervision history
Current supervision
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Master Philosophy
Synthetic Travel Demand Generation using Data-Driven Methods
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
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Doctor Philosophy
Using electric vehicles (EV) as batteries-on-wheels: an investigation of the potential market for EV smart charging
Associate Advisor
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Doctor Philosophy
Zonal inference in congestion modelling
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
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Doctor Philosophy
Using Electric Vehicles (EV) as Batteries-on-Wheels: An Investigation of thePotential Market for EV Smart Charging
Associate Advisor
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Master Philosophy
Synthetic Travel Demand Generation using Data-Driven Methods
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
Completed supervision
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2021
Doctor Philosophy
Car Ownership: Modelling the Psychological Aspects of Ownership
Principal Advisor
Other advisors: Professor Zuduo Zheng
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2025
Master Philosophy
Synthetic Travel Demand Generation using Data-Driven Methods
Associate Advisor
Other advisors: Professor Zuduo Zheng, Associate Professor Jiwon Kim
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2023
Doctor Philosophy
Pedestrian and Cyclist Interaction with Autonomous Vehicles
Associate Advisor
Other advisors: Professor Mark Hickman
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2022
Doctor Philosophy
Public Acceptability of Autonomous Vehicles: Does Contextual Consideration Make a Difference?
Associate Advisor
Other advisors: Professor Zuduo Zheng
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2022
Doctor Philosophy
Understanding the Role of Modality Style in Mode Choice Behaviour Associated with First and Last Mile Travel
Associate Advisor
Other advisors: Honorary Professor Neil Sipe, Professor Jonathan Corcoran
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2021
Doctor Philosophy
Modelling Air Passengers' Ground Access to and from Brisbane Airport
Associate Advisor
Other advisors: Professor Mark Hickman
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2020
Doctor Philosophy
Understanding Spatial Dependency Structure in Urban Road Traffic Networks: Methodology and Applications in Short Term Traffic Prediction
Associate Advisor
Other advisors: Associate Professor Jiwon Kim
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2019
Doctor Philosophy
Detecting Motor Vehicle Crash Blackspots Based on Their Underlying Behavioural, Engineering, and Spatial Cause
Associate Advisor
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2019
Doctor Philosophy
Strategic Approach In Analysing The Demand For Park-and-Ride Facilities
Associate Advisor
Other advisors: Professor Mark Hickman
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2018
Doctor Philosophy
Contributions to Behavioural Freight Transport Modelling
Associate Advisor
Other advisors: Professor Mark Hickman
Media
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