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Travel Demand Modelling Groups (TDMG) of UofT will be presenting the following papers at the Transportation Research Board 2023 Annual Meeting, Jan 8-12, Washington DC.

1. Dianat, A, Wang, K., Habib, K.M.N. 2023. “Internet and Communication Technology (ICT) Expansion and Continuation During the COVID-19 Pandemic: Evidence from The Greater Toronto Area”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

2. Habib, K.M.N. 2023. “Rational Inattention in Discrete Choice Models: Estimable Specifications with Empirical Applications of RI-Multinomial Logit (RI-MNL) and RI-Nested Logit (RI-NL) Models”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

3. Hossain, S, Loa, P., Mashrur, S.K., Wang, K., Dianat, A., Habib, K.M.N. 2023. “A Comprehensive Data Fusion to Evaluate the Impacts of COVID-19 on Passenger Travel Demands: Application of a Core-Satellite Data Collection Paradigm”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

4. Hossain, S., Habib, K.M.N. 2023. “Fusing Repeated Cross-sectional Revealed Preference Dataset based on Rational Inattention (RI) Theory: Accounting for Changing Modal Preferences”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

5. Liu, Y., Loa, P., Wang, K., Habib, K.M.N. 2023. “A Multi-task Learning Deep Neural Networks Model for Stated Reference Analysis: Exploratory Analysis on Changes in Ride-sourcing Choices During the COVID-19 in Toronto”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

6. Loa, P, Ong, F., Habib, K.M.N. 2023. “Identifying Profiles of Ride-sourcing Users in the Metro Vancouver Region for a Better Understanding of Ride-sourcing Behaviour”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

7. Loa, P., Habib, K.M.N., 2023. “The Determinants of Anticipated Post-pandemic Mode Choices in the Greater Toronto Area: A Stated Preference Study”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

8. Loa, P., Ong, F., Habib, K.M.N., 2023. “How has Anticipated Post-pandemic Ride-sourcing Use Changed During the COVID-19 Pandemic? Evidence from a Two-cycle Survey of the Greater Toronto Area”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

9. Mashrur, S.K., Wang, K., Habib, K.M.N., 2023. “Application of a Hybrid Choice Model to Assess the Influence of COVID-19 Risk Perceptions on Transit Route Choice in the Greater Toronto Area”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

10. Mashrur, S.K., Wang, K., Lavoi, B., Habib, K.M.N. 2023. “What can Bring Transit Ridership Back: An Econometric study on the Potential of Usage Incentives and Operational Policies in the Greater Toronto Area”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

11. Ong, F., Loa, P., Habib, K.M.N. 2023. “Assessing Metro Vancouver as an Emerging Market for Ride Sourcing Services: Insights into Trip Characteristics and Impacts on Multimodal Competitions”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

12. Ong, F., Loa, P., Habib, K.M.N. 2023. “A Behavioural Analysis of Post-pandemic Modality Profiles for Non-commuting Trips in the Greater Toronto Area”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

13. Shakib, S., Habib, K.M.N. 2023. “An Empirical Specification of Rational Inattention Multinomial Logit (RI-MNL) Model for Panel Datasets”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

14. Shakib, S., Habib, K.M.N., 2023. “The Application of Rational Inattention Theory in Modelling Residential Location Choices: A Cross-Sectional Investigation Using a Stated Preference Dataset”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

15. Wang, K, Gao, Y., Liu, N., Habib, K.M.N. 2023. “Exploring the Choice between In-store Versus Online Grocery Shopping through an Application of Semi-Compensatory Independent Availability Logit (SCIAL) model with Latent Variables”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

16. Wang, K., Liu, Y., Hossain, S., Habib, K.M.N. 2023. “Who drops off web-based travel surveys? Investigating the implications of respondents dropping out of travel diaries during online travel surveys”, Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

17. Wang, K., Mashrur, S.K., Habib, K.M.N. 2023. "Developing a Flexible Activity Scheduling Model to Investigate Post-Pandemic ‘Work Arrangement Choice’ Induced Daily Activity-Travel Demands", Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

 

18. Ye, X., Guan, X., Wang, K., Habib, K.M.N. 2023. “An Improved Random Walk Method Verified in a Large-Scale Urban Network for the Sampling of Alternatives in Route Choice Modeling” , Will be presented at the Transportation Research Board 2023 Annual Meeting, January 8-12, Washington DC, USA.

Travel Demand Modelling Groups (TDMG) of UofT will be presenting the following papers at the 16th International Conference on Travel Behaviour Research (IATBR), December 11-15, 2022, Santiago, Chile 

1., Liu., Y., Loa, P., Wang, K., Habib, K.M.N. 2022. “A Multitask Learning Deep NN Model for Joint RP-SP” ,16the IATBR Conference, December 11-15, Santiago, Chile.

2., Mashrur., S.K., Wang, K., Habib, K.M.N. 2022. “Impact of COVID-19 on Transit Demand” ,16the IATBR Conference, December 11-15, Santiago, Chile.

3., Shakib, S., K., Habib, K.M.N. 2022. “RI in Residential Mobility and Home Location Choices” ,16the IATBR Conference, December 11-15, Santiago, Chile.

4. Loa, P., Habib, K.M.N. 2022. “Explicit Consideration of Ride-Sourcing in Model Choice Models” ,16the IATBR Conference, December 11-15, Santiago, Chile.

5., Dianat, A., Wang, K., Habib, K.M.N. 2022. “COVID-19 Impacts on Daily Activity Time Expenditure Choices” ,16the IATBR Conference, December 11-15, Santiago, Chile.

COVID-19 Impacts on Urban Travel Demands: A Systematic and Deliberate Approach

Project Outline: The presentation

  COVHITS Survey: A Household Travel Survey in the Greater Toronto Area

                Wave -1: Fall 2020 -Summary Report

                Wave -2: Summer 2021-Summary Report

                Wave -3: Fall 2021-Summary Report

  Wave-1: Summer 2020-Satellite Study Reports

                       Impacts on Activity-Travel Schedules

                       Impacts on Transit Demands

                       Impacts on On-Demand Mobility Service Demands

                       Impacts on Residential Type and Location Choices

  Wave-2: Summer 2021-Satellite Study Reports

                       Impacts on Activity-Travel Schedules

                       Impacts on Transit Demands

                       Impacts on On-Demand Mobility Service Demands

                       Impacts on Residential Type and Location Choices