Jason Thompson

A global analysis of urban design types and road transport injury: an image processing study.

Jason Thompson, Mark Stevenson, Jasper S Wijnands, Kerry A Nice, Gideon Dpa Aschwanden, Jeremy Silver, Mark Nieuwenhuijsen, Peter Rayner, Robyn Schofield, Rohit Hariharan, Christopher N Morrison

Journal article  |  2020  |  The Lancet Planetary Health

BACKGROUND: Death and injury due to motor vehicle crashes is the world's fifth leading cause of mortality and morbidity. City and ..

Applying systems ergonomics methods in sport: A systematic review

Adam Hulme, Jason Thompson, Katherine L Plant, Gemma JM Read, Scott Mclean, Amanda Clacy, Paul M Salmon

Journal article  |  2019  |  Applied Ergonomics

INTRODUCTION: As sports systems become increasingly more complex, competitive, and technology-centric, there is a greater need for..

Evidence for the 'safety in density' effect for cyclists: validation of agent-based modelling results

Jason Hugh Thompson, Jasper S Wijnands, Suzanne Mavoa, Katherine Scully, Mark R Stevenson

Journal article  |  2019  |  Injury Prevention

The safety in numbers (SiN) effect for cyclists is widely observed but remains poorly understood. Although most studies investigat..

Reducing Cyclist Crashes by Assessing the Road Environment: An Application of Google Imagery and Machine Learning

Haifeng Zhao, Jasper Wijnands, Kerry Nice, Jason Thompson, Gideon Aschwanden, Jingqiu Guo, Mark Stevenson

Journal article  |  2019  |  Journal of Transport & Health

Background: Cycling is an active and sustainable transportation mode, and is associated with health, environmental and societal be..

REDUCING CYCLIST CRASHES BY ASSESSING THE ROAD ENVIRONMENT: AN APPLICATION OF GOOGLE IMAGERY AND MACHINE LEARNING

Haifeng Zhao, Jasper Wijnands, Kerry Nice, Jason Thompson, Gideon Aschwanden, Jingqiu Guo, Mark Stevenson

Journal article  |  2019  |  JOURNAL OF TRANSPORT & HEALTH

Streetscape augmentation using generative adversarial networks: Insights related to health and wellbeing

Jasper S Wijnands, Kerry A Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson

Journal article  |  2019  |  Sustainable Cities and Society

Learning to walk: Modeling transportation mode choice distribution through neural networks

Gideon DPA Aschwanden, Jasper S Wijnands, Jason Thompson, Kerry A Nice, Haifeng Zhao, Mark Stevenson

Journal article  |  2019  |  Environment and Planning B: Urban Analytics and City Science

Towards a complex systems approach in sports injury research: simulating running-related injury development with agent-based modelling

Adam Hulme, Jason Thompson, Rasmus Oestergaard Nielsen, Gemma JM Read, Paul M Salmon

Journal article  |  2019  |  British Journal of Sports Medicine

Recovery Within Injury Compensation Schemes: A System Mapping Study

Alex Collie, Sharon Newnam, Helen Keleher, Alan Petersen, Agnieszka Kosny, Adam P Vogel, Jason Thompson

Journal article  |  2019  |  Journal of Occupational Rehabilitation

On-road bicycle lane types, roadway characteristics, and risks for bicycle crashes

Christopher N Morrison, Jason Thompson, Michelle C Kondo, Ben Beck

Journal article  |  2019  |  Accident Analysis and Prevention

Optimising the health of people in road injury compensation processes; What is the role of regulators and insurers?

J Thompson, Nieke Elbers, Ian Cameron

Book Chapter  |  2019

A complex systems approach for understanding the effect of policy and management interventions on health system performance

Jason Thompson, Roderick McClure, Andrea DeSilva

Book Chapter  |  2019

Opportunities to reduce road traffic injury: new insights from the study of urban areas.

Mark Stevenson, Jason Thompson, Jasper S Wijnands, Kerry Nice, Gideon Aschwanden, Haifeng Zhao

Journal article  |  2019  |  International Journal of Injury Control and Safety Promotion

Over the past four decades considerable efforts have been taken to mitigate the growing burden of road injury. With increasing urb..

Bad behaviour or societal failure? Perceptions of the factors contributing to drivers' engagement in the fatal five driving behaviours

Paul M Salmon, Gemma JM Read, Vanessa Beanland, Jason Thompson, Ashleigh J Filtness, Adam Hulme, Rod McClure, Ian Johnston

Journal article  |  2019  |  APPLIED ERGONOMICS

Unsupervised Deep Learning to Explore Streetscape Factors Associated with Urban Cyclist Safety

Haifeng Zhao, Jasper S Wijnands, Kerry Nice, Jason Thompson, Gideon DPA Aschwanden, Mark Stevenson, Jingqiu Guo

Conference Proceedings  |  2019  |  Smart Innovation, Systems and Technologies

Cycling is associated with health, environmental and societal benefits. Urban infrastructure design catering to cyclists’ safety c..

Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks

Jasper S Wijnands, Jason Thompson, Kerry A Nice, Gideon DPA Aschwanden, Mark Stevenson

Journal article  |  2019  |  Neural Computing and Applications

Driver drowsiness increases crash risk, leading to substantial road trauma each year. Drowsiness detection methods have received c..

Health and the compact city

Mark Stevenson, Jason Thompson

Book Chapter  |  2019

This book focuses on the challenge that Australia faces in transitioning to renewable energy and regenerating its cities via a tra..

The Nature of Human Settlement: Building an understanding of high performance city design (a.k.a. Block Typologies)

Kerry Nice, Gideon DPA Aschwanden, Jasper Wijnands, Jason Thompson, Haifeng Zhao, Mark Stevenson

Conference Proceedings  |  2019

Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning

KA Nice, JS Wijnands, A Middel, J Wang, Y Qiu, N Zhao, J Thompson, GDPA Aschwanden, H Zhao, M Stevenson

Journal article  |  2019  |  Urban Climate

Computer vision techniques enable automated detection of sky pixels in outdoor imagery. In urban climate, sky detection is an impo..

Identifying behavioural change among drivers using Long Short-Term Memory recurrent neural networks

J Wijnands, J Thompson, G Aschwanden, M Stevenson

Journal article  |  2018  |  Transportation Research Part F: Traffic Psychology and Behaviour

Globally, motor vehicle crashes account for over 1.2 million fatalities per year and are the leading cause of death for people age..

Computational methods to model complex systems in sports injury research: Agent-based modelling (ABM) and systems dynamics (SD) modelling

A Hulme, S McLean, PM Salmon, J Thompson, BR Lane, RO Nielsen

Journal article  |  2018  |  British Journal of Sports Medicine

The safety in numbers (SiN) effect for cyclists is widely observed but remains poorly understood. Although most studies investigat..

The Paris end of town? Urban typology through machine learning.

K Nice, J Thompson, J Wijnands, G Aschwanden, Mark Stevenson

Conference Proceedings  |  2018

Estimating the safety benefit of separated cycling infrastructure adjusted for behavioral adaptation among drivers; an application of agent-based modelling

Jason Thompson, Jasper S Wijnands, Giovanni Savino, Brendan Lawrence, Mark Stevenson

Journal article  |  2017  |  Transportation Research Part F: Traffic Psychology and Behaviour

Road trauma among young Australians: Implementing policy to reduce road deaths and serious injury

Clara Walker, Jason Thompson, Mark Stevenson

Journal article  |  2017  |  Traffic Injury Prevention

Land use, transport, and population health: estimating the health benefits of compact cities

Mark Stevenson, Jason Thompson, Thiago Herick de Sa, Reid Ewing, Dinesh Mohan, Rod McClure, Ian Roberts, Geetam Tiwari, Billie Giles-Corti, Xiaoduan Sun, Mark Wallace, James Woodcock

Journal article  |  2016  |  Lancet

A model of behavioural adaptation as a contributor to the safety-in-numbers effect for cyclists

Jason Thompson, Giovanni Savino, Mark Stevenson

Journal article  |  2016  |  Transportation Research Part A: Policy and Practice

Exploratory field trial of motorcycle autonomous emergency braking (MAEB): Considerations on the acceptability of unexpected automatic decelerations

Giovanni Savino, Marco Pierini, Jason Thompson, Michael Fitzharris, Michael G Lenne

Journal article  |  2016  |  Traffic Injury Prevention

Does time off work after injury vary by jurisdiction? A comparative study of eight Australian workers' compensation systems

Alex Collie, Tyler J Lane, Behrooz Hassani-Mahmooei, Jason Thompson, Chris McLeod

Journal article  |  2016  |  BMJ Open

A model for exploring the relationship between payment structures, fatigue, crash risk, and regulatory response in a heavy-vehicle transport system

Jason Thompson, Sharon Newnam, Mark Stevenson

Journal article  |  2015  |  Transportation Research Part A: Policy and Practice

The association between attributions of responsibility for motor vehicle accidents and patient satisfaction: a study within a no-fault injury compensation system

Jason Thompson, Michael Berk, Meaghan O'Donnell, Lesley Stafford, Trond Nordfjaern

Journal article  |  2015  |  Clinical Rehabilitation

Reconsidering the Safety in Numbers Effect for Vulnerable Road Users: An Application of Agent-Based Modeling

Jason Thompson, Giovanni Savino, Mark Stevenson

Journal article  |  2015  |  Traffic Injury Prevention

Association Between Attributions of Responsibility for Motor Vehicle Crashes, Depressive Symptoms, and Return to Work

Jason Thompson, Meaghan O'Donnell, Lesley Stafford, Trond Nordfjaern, Michael Berk

Journal article  |  2014  |  Rehabilitation Psychology

Associations Between Heavy-Vehicle Driver Compensation Methods, Fatigue-Related Driving Behavior, and Sleepiness

Jason Thompson, Mark Stevenson

Journal article  |  2014  |  Traffic Injury Prevention

Attributions of Responsibility and Recovery Within a No-Fault Insurance Compensation System

Jason Thompson, Michael Berk, Meaghan O'Donnell, Lesley Stafford, Trond Nordfjaern

Journal article  |  2014  |  Rehabilitation Psychology

On the road to prevention: road injury and health promotion

Mark Stevenson, Jason Thompson

Journal article  |  2014  |  Health Promotion Journal of Australia

The Role of Self-Esteem and Self-Efficacy in Moderating the Effect of Workplace Stress on Depression, Anxiety and Stress

J Thompson, R Gomez

Journal article  |  2014  |  Australasian Journal of Organisational Psychology

Seventy-eight employees (32 males, 46 females) took part in a study to test the hypothesis that the core self-evaluation component..

Can Experienced Riders Benefit from an Autonomous Emergency Braking System?

J THOMPSON, G Savino, M Pierini, undefined Rizzi M, R Frampton

Conference Proceedings  |  2013

Who's left? Symptoms of schizophrenia that predict clinical trial dropout

Jason Thompson, Michael Berk, Olivia Dean, Kristy Kohlmann, Sue Jeavons, Ashley Bush, David Copolov

Journal article  |  2011  |  Human Psychopharmacology - Clinical and Experimental