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Matthew Beck

The University of Sydney

University of Sydney

Sydney, 2006

Australia

  • The University of Sydney

SCHOLARLY PAPERS

7

DOWNLOADS

323

TOTAL CITATIONS

0

Scholarly Papers (7)

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1.

Working from Home, Active Travel, Health and Wellbeing: Consequences of a Pandemic

Number of pages: 19 Posted: 29 Mar 2022
Stephen Greaves, Matthew Beck, Alec Cobbold, Christopher Standen, Chris Rissel and Melanie Crane
The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney, The University of Sydney - Faculty of Medicine and Health and The University of Sydney
Downloads 155 (480,208)

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Working from Home, COVID-19, Active Travel, Physical Activity, Wellbeing

2.

A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour

Number of pages: 32 Posted: 11 Dec 2025
Sfeir Georges, Stephane Hess, Thomas O. Hancock, Filipe Rodrigues, Jamal Amani Rad, Michiel Bliemer, Matthew Beck and Fayyaz Khan
University of Leeds, University of Leeds, University of Leeds, Technical University of Denmark, University of Leeds, The University of Sydney, The University of Sydney and Al Yamamah University
Downloads 59 (980,173)

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conometrics, Discrete Choice Models, Mathematical Psychology, Reinforcement Learning, Bayesian Estimation

3.

Cost-of-Living Pressures and Everyday Mobility: Impacts on Travel Behaviour, Participation and Wellbeing

Number of pages: 47 Posted: 12 May 2026
Matthew Beck, Stephen Greaves, Andrea Pellegrini and John Rose
The University of Sydney, The University of Sydney, The University of Sydney and The University of Sydney
Downloads 33 (1,459,862)

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cost-of-living stress, travel behaviour, transport disadvantage, wellbeing, behavioural adaptation, social inclusion

4.

Public Views on Legalising E-Scooters: Insights from a Sydney Case Study

Number of pages: 22 Posted: 06 Jul 2024
Stephen Greaves, Matthew Beck, Geoff Rose and Melanie Crane
The University of Sydney, The University of Sydney, Monash University and The University of Sydney
Downloads 30 (1,318,317)

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E-scooters, public views, e-scooter legalisation, e-scooter regulation

5.

Should I stay or should I travel?An analysis of increasing petrol prices on travel behaviour

Number of pages: 28 Posted: 09 May 2026
Andrea Pellegrini, Matthew Beck and John Rose
The University of Sydney, The University of Sydney and The University of Sydney
Downloads 25 (1,470,786)

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Petrol price impacts, Travel behaviour patterns, Mobility and Accessibility, Multivariate framework

6.

Where does this go? Insights from reinforcement learning models on sequential choice behaviour

Number of pages: 44 Posted: 28 Oct 2025
Jamal AMANIRAD, Stephane Hess, Thomas O. Hancock, Michiel Bliemer, Matthew Beck, Fayyaz Khan and Eran Ben-Elia
University of Leeds, University of Leeds, University of Leeds, The University of Sydney, The University of Sydney, Al Yamamah University and Ben-Gurion University of the Negev - Department of Geography and Environmental Development
Downloads 21 (1,470,786)

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reinforcement learning, experience-based choice, hierarchical Bayesian estimation, exploration-exploitation, Route choice

7.

Evidence of the Temporal Stability and Consonance of Attitudes and Stated Preferences: A Two-Wave Panel Study of Air Security Screening Case Study

Number of pages: 39 Posted: 16 Jun 2026
Matthew Beck and Stephane Hess
The University of Sydney and affiliation not provided to SSRN
Downloads 0

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stated preference, temporal stability, aviation security, preference transition, attitudinal change, panel survey