Personal profile
Biography
As a researcher focusing on applied transport and land use planning, I have developed internationally recognised skills in micro-economic analysis, choice modelling and experimental design. My areas of research include adoption of autonomous vehicle (AV) technology, public transport demand, residential location decisions, economic evaluation of transport policy and workers’ rights in the gig economy. My research in choice modelling is acknowledged by twice being invited to present at the Choice Modelling Centre, Leeds; invited to give a one-day training workshop to the Centre of Transport Research, Czech Republic; as well as being session chairs/ workshop facilitator for the International Choice Modelling Conference and International Association of Travel Behaviour Research.
Roles and responsibilities
UWA Research Representative on the PATREC Research Committee
Planning and Transport Research Centre (PATREC) Research Fellow
Centre of Business Data Analytics (CBDA) Research Fellow
Editorial Board of Case Studies on Transportation Research
Industrial relevance
This research has had measurable and lasting effects for the transport function and modelling efforts in Western Australia. My analysis on fare structures formed part of the evidence for restructuring public transport fares (WA Treasury, 2021). My work in economic appraisal methods for travel demand management is now used to assess public transport investment as a module in Perth’s strategic transport model (Dept of Transport, 2019), improving state government decision making and increasing value for taxpayer dollars; my method to estimate economic value of increased levels of working from home is also being programmed into the strategic transport model (Dept of Transport, 2022). The development of capabilities in integrated land use and transport modelling is currently informing planning policy for Perth and Regions (Dept of Planning Lands & Heritage, 2021).
In addition submissions on workers’ rights in the gig economy has been heavily cited in the NSW Select Committee on the impact of technological and other change on the future of work and workers, NSW; I was invited by the Australian Senate Inquiry in on-demand platform work in Australia to provide expert comment on proposed policy changes (submission 10.1) and was an invited expert to a conciliation hearing in the Fair Work Commission’s consideration of Menulog’s application for a new modern award. The research is important to Australia’s policy decisions on navigating industrial relations laws for work in technology-based industries.
Funding overview
Since 2015, as an applied researcher in transport I have led five industry funded grants contributing to several transport policy decisions in Perth and for regional Western Australia. Over this time, I have led research projects that have attracted over AU$2 million in external grants and in excess of AU$100,000 in internal grants.
Externally Funded Grants
2023 Transport Mode Choice Development using Perth Area transport and household survey (PATHS) data; PATREC $80,000
2023 Impacts of e-Rideables on the transport task in WA; PATREC $92,000
2022 Transport Scenario Modelling as a result of Working from Home, i-Move CRC; $260,000
2020 Enhancing land use inputs to transport models through advanced econometrics I-Move CRC Funded Project - $76,400
2019 Travel Demand and Risk Management: Optimising urban travel patterns in a changing transportation landscape, I-Move CRC Funded Project - $144,000
2017 An Appraisal of Travel Plans and Voluntary Transport Behaviour
Projects - $55,000
2017 RailSmart Wanneroo Planning Support System, Department of the Prime Minister and Cabinet Smart Cities and Suburbs Program – $1,000,000;
2016 Addressing Future Uncertainties of Perth at 3.5 Million: What-If Scenarios for Mass Transit, PATREC - $65, 000
2015 Mass Transit Plan for Perth at 3.5 Million and Beyond, WA Department of Transport - $378,000
2014 Congestion Abatement through Travel Demand Management - $64,000
Internal Funded Grants
2023 Milne Visiting Professor Program, Professor Elisabetta Cherchi, Newcastle University
2023 How to ask better open-ended questions. The fate of the “Do you have anything more to add?” - $5,000
2022 A Prototypical Analysis of Trust in Artificial Intelligence: An Autonomous Vehicle Case - $5,000
2019 Evaluation of Automated Vehicle Future Scenarios: A Multidisciplinary Approach, FABLE Research Collaboration Award - $20,000
2019 A Constructive Technology Assessment of the Adoption of Autonomous Vehicle Innovations in Australia, UWABS Future Fund Grants - $8,700
2018 Consumers’ Willingness to Pay for Minimum Conditions for Workers in the Gig Economy, BHP Research Awards -- $10,000
2016 Perception of autonomous vehicles and vehicle ownership models, BHP Research Awards – $14,000.
2016 BHP Visiting Professor award – Prof Stephane Hess, Leeds University -- $16,000
2015 Structural Inequalities with Leeds University, World University Network - ₤8, 000
2013 Impact of light rail on residents' travel in Perth -- $14,000;
2012 BHP Visiting Professor award, Prof Antonio Paez, McMaster University – $22,000
2011 Valuation of housing and location attributes, UWA Business School – $14, 000
Current projects
2023 Impacts of e-Rideables on the transport task in WA; PATREC $92,000
2023 Transport Mode Choice Development using Perth Area transport and household survey (PATHS) data; PATREC $80,000
Teaching overview
I am currently Director of programs: Masters of Business Analytics and Masters of Business Information and Logistics Management. In these roles I develop curriculum, participate in accreditation and support students during their time at UWA. I also teach into these programs covering Foundations in Business Analytics, Supply Chain Analytics, Business Intelligence, Project Management and Data Analysis and Decision Making. Over the years I have supervised final year honours students in Engineering, Geography, Economics and Management.
Previous Students
- Dr Elena Vazquez Melendez: Willingness to acceptance and intention to use blockchain-based mobile applications for food transparency, authenticity & safety
- Dr Hendrik Braun : Dynamic optimisation of road freight transport operations in competitive market environments
- Dr David Evans: Perceptions of project success in the chemical and petrochemical design and construction industries
- Dr Ying Huang: An examination of risk parameter as a measurement of risk attitude in discrete choice modelling
- Dr Fakhra Jabeen: The adoption of electric vehicles: behavioural and technological factors
- Dr Xiaolin Tang: Riding into the Future: People's Willingness to Rideshare in Autonomous Vehicles
- Dr Jue Wang: Choice-based demand forecasting in airline revenue management systems
Research expertise keywords
- Decision modelling
- Travel behaviour
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 8 Decent Work and Economic Growth
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SDG 10 Reduced Inequalities
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SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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A prototype analysis of trust in autonomous vehicles (AVs)
Kiffin-Petersen, S., Purchase, S., Smith, B. & Olaru, D., Mar 2026, In: TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE. 205, 18 p., 104886.Research output: Contribution to journal › Article › peer-review
Open Access -
Farm-level adaptations to harvest logistics constraints in export-oriented grain systems
Garima, Olaru, D., Smith, B. & Siddique, K. H. M., Jan 2026, In: Agricultural Systems. 231, 104565.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Estimating Simplified Main Tour Mode Using Revealed Preference and Stated Preference Data: Final Report
Smith, B., Olaru, D., Reed, T. W., Nilsson, H. & Davidson, M., Sept 2025, Crawley, Western Australia: Planning and Transport Research Centre (PATREC). 91 p.Research output: Book/Report › Report › peer-review
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Food provenance assurance and willingness to pay for blockchain data security: A case of Australian consumers
Melendez, E. I. V., Smith, B. & Bergey, P., Jan 2025, In: Journal of Retailing and Consumer Services. 82, 11 p., 104080.Research output: Contribution to journal › Article › peer-review
Open Access17 Link opens in a new tab Citations (Scopus) -
Motivations behind private e-rideable use in Perth, WA
Olaru, D., Reed, T. W., Smith, B., Biermann, S. & Babb, C., Nov 2025, Australasian Transport Research Forum 2025 Proceedings. 15 p. 35Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access
Datasets
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RailSmart
Robson, L. (Contributor), Biermann, S. (Contributor), Cardell-Oliver, R. (Contributor), Olaru, D. (Contributor), Martinus, K. (Contributor), Smith, B. (Contributor), Chi, S. (Contributor), Reed, T. (Contributor), Jie, F. (Contributor), Standing, C. (Contributor) & Sun, C. (Contributor), The University of Western Australia, 1 May 2019
Dataset
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Preparing WA to deploy automated on-road freight vehicles
Olaru, D. (Investigator 01), Braunl, T. (Investigator 02), Smith, B. (Investigator 03), Das, R. (Investigator 04), Wu, L. (Investigator 05) & Biermann, S. (Investigator 06)
1/07/25 → 30/09/26
Project: Research
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Boorloo Bridge Evaluation Project
Olaru, D. (Investigator 01), Smith, B. (Investigator 02), Das, R. (Investigator 03), Reed, T. (Investigator 04), Loyola, M. (Investigator 05) & Biermann, S. (Investigator 06)
Department of Transport (Western Australia)
1/06/25 → 30/09/26
Project: Research
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Impacts of e-rideables on the transport task in WA
Olaru, D. (Investigator 01), Smith, B. (Investigator 02), Reed, T. (Investigator 03) & Biermann, S. (Investigator 04)
1/01/24 → 30/06/25
Project: Research
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A Tour-based Mode Choice Model using Revealed and Stated Preference Data
Smith, B. (Investigator 01), Olaru, D. (Investigator 02), Reed, T. (Investigator 03) & Biermann, S. (Investigator 04)
25/09/23 → 30/11/24
Project: Research
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Identifying opportunities to address transport disadvantage in Perth
Chi, S. (Investigator 01), Biermann, S. (Investigator 02), Olaru, D. (Investigator 03), Smith, B. (Investigator 04) & Cardell-Oliver, R. (Investigator 05)
3/12/21 → 23/12/22
Project: Research
Prizes
Activities
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Submission to the Standing Committee on Employment, Education and Training Inquiry into the digital transformation of workplaces
Goods, C. (Consultant), Barratt, T. (Consultant), Smith, B. (Consultant) & Veen, A. (Consultant)
25 Jun 2024Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency
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Submission to the Senate Education and Employment Legislation Committee Inquiry Fair Work Legislation Amendment (Closing Loopholes) Bill 2023
Goods, C. (Author), Veen, A. (Author), Barratt, T. (Author) & Smith, B. (Author)
28 Sept 2023Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency
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ATRF - Scientific Committee
Olaru, D. (Chair) & Smith, B. (Chair)
1 Jan 2020 → 31 Dec 2023Activity: Conferences and workshops › Contribution or participation in a conference
Press/Media
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Skilled HR/IR professionals "critical" in digital future: Academics
Goods, C., Barratt, T., Smith, B. & Veen, A.
26/06/24
1 Media contribution
Press/Media: Press / Media