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Submissions from 2026

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Discovering the nonlinear association between the built environment and metro ridership: Global and local perspectives, Shihai Dong, Yandong Wang, Chao Wang, Mingxuan Dou, and Jianya Gong

Submissions from 2025

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Modeling passenger loyalty in intercity rail services using a generalized ordered logit model, Pedram Akbari, Mahmoud Mesbah, and Morteza Bagheri

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An experiential learning-based transit route choice model using large-scale smart-card data, Jacqueline Arriagada, C. Angelo Guevara, Marcela Munizaga, and Song Gao

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TMS-GNN: Traffic-aware Multistep Graph Neural Network for bus passenger flow prediction, Asiye Baghbani, Saeed Rahmani, Nizar Bouguila, and Zachary Patterson

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Dissecting gender differences in Commute wellbeing and Quality of life interaction in a developing country context, Rimpi Baro, K. V. Krishna Rao, and Nagendra R. Velaga

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Does transit-oriented development (TOD) influence perceived safety and mode choice?, Gülin Göksu Başaran, Jesper Bláfoss Ingvardson, and Otto Anker Nielsen

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Assessing commuters' behavioral intention to use Singapore Mass Rapid Transit (MRT): The role of service quality and commuters' satisfaction, Jaime Vega Bautista Jr, Maela Madel L. Cahigas, and James Ryan Fernandez

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A flexible non-normal random coefficient multinomial probit model: Application to investigating commuter's mode choice behavior in a developing economy context, Chandra R. Bhat, Aupal Mondal, and Abdul Rawoof Pinjari

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Investigating work commuters mode choice behavior in Dalian city during pandemic: a hybrid choice model approach, Krishna Bhattarai, Shengchuan Zhao, El Bachir Diop, Dong Zhang, and Manmohan Joshi

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Can transit apps boost ridership? An empirical study in San Antonio, Texas, Jiahe Bian, Wei Li, and Chanam Lee

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Sharing, collaborating, and benchmarking to advance travel demand research: A demonstration of short-term ridership prediction, Juan D. Caicedo, Carlos Guirado, Marta C. González, and Joan L. Walker

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Unlocking the gates: Pedestrian route choice in transforming metro station paid areas into mobile public spaces, Ho Yin Chan, Wai-Yi Tse, and Anthony Chen

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Updating origin–destination matrices and link probabilities in public transportation networks, M. Victoria Chávez-Hernández, Yasmín Á. Ríos-Solís, L. Héctor Juárez Valencia, and Roger Z. Ríos-Mercado

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Modeling travel mode choice behavior for planned special events using CPT-based HI-MADM approach, Hongjun Cui, Wanru Sun, Minqing Zhu, Xinwei Ma, and Jinping Xie

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Assessing complementary and competing interactions between transit and shared transportation modes, Elodie Deschaintres, Catherine Morency, and Martin Trépanier

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How effective are fixed-effects models in fixing the transit supply–demand bidirectional interaction?, Jorge Diaz-Gutierrez and Andisheh Ranjbari

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Two-step Passenger-to-Train and Route Assignment Model for Urban Rail Transit, Ningning Dong, Tiezhu Li, Hui Liu, Yiyong Bo, and Fei Lin

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Understanding commuter preferences for shared autonomous electric vehicles in first-mile-last-mile scenario, Zhiwu Dong, Chuqiao Chen, Jinying Ouyang, Xiaoyu Yan, Chenlei Liao, Xiqun (Michael) Chen, and Der-Horng Lee

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Optimizing transit service headways and planning activity location with carbon credit charge scheme: An activity-based approach, Xiao Fu and Yuqian Jin

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Unpacking the public acceptance of autonomous electric buses: Insights from a medium-sized Brazilian city, Gilberto Miller Devós Ganga, Roberta Dell Avanzi, Guilherme Ramos, Mario Henrique Callefi, Moacir Godinho Filho, Fabiane Letícia Lizarelli, and Glauco Henrique de Souza Mendes

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Modeling spatial and social interdependency effects on commuting mode choice, Daniele Giubergia, Angela J. Haddad, Francesco Piras, Chandra R. Bhat, and Italo Meloni

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Operationalizing modular autonomous customised buses based on different demand prediction scenarios, Rongge Guo, Saumya Bhatnagar, Wei Guan, Mauro Vallati, and Shadi Sharif Azadeh

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Cascading failure and recovery propagation of metro-bus double-layer network under time-varying passengers, Xiqian Guo, Qiang Du, Yi Li, Xiaoyi Zong, and Libiao Bai

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Pro-poor transport subsidies: More user welfare and faster travel, Luis A. Guzman, Jorge Lius Ochoa, Santiago Gómez Cardona, and Ignacio Sarmiento-Barbieri

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Modelling the effect of travel experiences in modal choice using virtual reality and physiological sensor data, Bastián Henríquez-Jara, Thomas O. Hancock, Albert Solernou, Jorge Garcia, C. Angelo Guevara, and Charisma Choudhury

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Combined Revealed- and Stated-Preference Survey to Understand the Impact of Multi-Source Real-Time Information on Travel Mode Choice, Daub Nabi Hridoy, Rifa Tasnia, Venktesh Pandey, Birat Rijal, and Md Sami Hasnine

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People with disabilities and transit use: Findings from nationwide data in India, G. M. Hridya, Agnivesh Pani, Varun Varghese, Gaurav Tripathi, and Avinash Unnikrishnan

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Transfer learning for cross-modal demand prediction of bike-share and public transit, Mingzhuang Hua, Francisco Camara Pereira, Yu Jiang, Xuewu Chen, and Junyi Chen

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Rail-based public transportation service quality and customer satisfaction: a decade of insights and advances, Sanusi Ibrahim, Yinggui Zhang, and Abdulaziz Ahmad

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Activity-based and agent-based transport model of Melbourne: an open multi-modal transport simulation model for Greater Melbourne, Afshin Jafari, Dhirendra Singh, Alan Both, Mahsa Abdollahyar, Lucy Gunn, Steve Pemberton, and Billie Giles-Corti

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Evaluating urban rail travel reservation strategy: a dynamic passenger flow simulation approach, Qianhui Jiao, Qing Yu, Xuewu Chen, Long Cheng, and Dong Ngoduy

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Driver’s Licenses for Undocumented Immigrants and Bus Ridership in Orange County, California, Farzana Khatun and Jean-Daniel Saphores

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Collaborative generative adversarial networks for fusing household travel survey and smart card data to generate heterogeneous activity schedules in urban digital twins, Huichang Lee, Prateek Bansal, Khoa D. Vo, and Eui-Jin Kim

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Market segmentation and willingness to pay for public transport annual passes among older adults: insights from Genoa, Italy, Abraham Leung, Claudia Burlando, and Tiziano Pavanini

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Exploring bus drivers' intentions to collaborate with level 4 autonomous buses: Integrating the technology acceptance model and assemblage theory, Jyun-Kai Liang, Yu-Kai Huang, and Chung-Cheng Lu

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Multi-sequence spatio-temporal feature fusion network for peak-hour passenger flow prediction in urban rail transit, Lining Liu, Yugang Liu, and Xiaofei Ye

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Exploring factors affecting metro route choice behavior: a hybrid latent class modeling approach, Xiaolei Liu and Zhengyu Duan

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Bikeshare impacts on bus ridership: Unraveling the rail proximity effect, Xinyu Liu, Jie Yu, Jing Zhao, and Robert J. Schneider

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COVID-19’s Impacts on Chicago Transit Authority Rail and Bus Ridership in Northeastern Illinois, Yining Liu, Jesus Osorio, Yanfeng Ouyang, Cemal Ayvalik, and Charles Abraham

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Understanding multimodal travel patterns based on semantic embeddings of human mobility trajectories, Wenxiang Li, Longyuan Ding, Yuliang Zhang, and Ziyuan Pu

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How Does the Introduction of Shared Ride-Sourcing Services Affect Demand for Existing Modes for Non-Commuting Trips? Evidence from a Joint RP-SP Study in Metro Vancouver, Patrick Loa, Felita Ong, and Khandker Nurul Habib

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Learning dynamic interaction for multimodal transportation systems: A joint passenger flow prediction approach based on spatiotemporal hypergraph convolution networks, Dongyu Luo, Jiangfeng Wang, Wenqi Lu, Weidong Ding, Xuedong Yan, and Hai Yang

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Analyzing the influence of transit pass ownership on the determinants of ride-sourcing frequency in Metro Vancouver: Implications for policy and urban mobility planning, Sk. Md. Mashrur, Patrick Loa, Felita Ong, and Khandker Nurul Habib

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Does perceived accessibility affect travel behavior or vice versa? Alternative theories testing bidirectional effects and (in)consistency over time, Milad Mehdizadeh and Maarten Kroesen

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How Has the Paris Rail Public-Transportation Network Recovered After the COVID-19 Pandemic? Applying a Mixture of Regressions Model, Hugues Moreau, Étienne Côme, Allou Samé, and Latifa Oukhellou

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Forecasting road-based public transport needs of developing cities: A case of Lusaka City, Moses Mwale, Chinh Ho, Rose Luke, and Noleen Pisa

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Travel mode choice prediction: developing new techniques to prioritize variables and interpret black-box machine learning techniques, Hamed Naseri, E. O.D. Waygood, Zachary Patterson, Meredith Alousi-Jones, and Bobin Wang

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Investigating mode choice behavior incorporating psychographic market segmentation for underground rapid shared autonomous vehicle service, Sehyun Park, Sunho Kim, and Shin-Hyung Cho

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Government regulations for ride-sourcing services as substitute or complement to public transit, Xiaoran Qin, Jintao Ke, and Hai Yang

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A neuro-fuzzy and deep learning framework for accurate public transport demand forecasting: Leveraging spatial and temporal factors, Shariat Radfar, Hamidreza Koosha, Ali Gholami, and Atefeh Amindoust

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Addressing overfitting in classification models for transport mode choice prediction: a practical application in the Aburrá Valley, Colombia, Kathleen Salazar-Serna, Sergio A. Barona, Isabel C. García, Lorena Cadavid, and Carlos J. Franco

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A tour-based mode choice model accommodating the influence of attitudes, perceptions, and inter- and intra-household interactions, Punyabeet Sarangi and M. Manoj

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The pandemic is over but riders still fear infection − An extended behavioural model explaining post-pandemic transit avoidance related to perceived infection fear, Rumana Sarker, Graham Currie, and James Reynolds

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Assessing the Effect of Negative Externalities of Urban Transport on Travel Satisfaction for Work Trips, Aditya Saxena, K. V. Krishna Rao, and Virendra Sethi

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Modelling sidewalk safety perceptions of pedestrians accessing bus stops and uncovering its role in shaping bus ridership: An empirical investigation, G. Sethulakshmi and Mithun Mohan

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Deep learning-based public transit passenger flow prediction model: integration of weather and temporal attributes, Nithin K. Shanthappa, Raviraj H. Mulangi, and Harsha M. Manjunath

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A human factors-based modeling framework to mimic bus driver behavior, Anshuman Sharma, Abdul Rawoof Pinjari, Sangram Nirmale, and Rajesh Sundaresan

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Utilizing a data-driven methodology to resolve the passenger-to-train assignment problem, Zhuangbin Shi, Wei Shen, Guangming Xu, Sihui Long, and Yang Liu

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Bus ridership retention, place-based factors, and COVID-19 in the Boston area, Sumeeta Srinivasan, Shomon Shamsuddin, and Justina Cheng

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Hierarchical Nearest Neighbor Gaussian Process models for discrete choice: Mode choice in New York City, Daniel F. Villarraga and Ricardo A. Daziano

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A multi-modal network equilibrium model considering captive travelers and mode correlation, Guangchao Wang, Defeng Song, Hang Qi, Juanhua Zhou, and Zhengbing He

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Data-driven analysis and modeling of individual longitudinal behavior response to fare incentives in public transport, Leizhen Wang, Xin Chen, Zhenliang Ma, Pengfei Zhang, Baichuan Mo, and Peibo Duan

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Refining Cellular Data for Accurate Trip Chain Identification: A Novel Approach for Urban Travel Analysis, Xuejin Wan, Chao Lei, Yong Liu, Qian Qiu, and Jia Wang

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Investigating demand models with more flexible elasticity functions: empirical insights from rail demand analysis, Mark Wardman

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TOD-related features and station-level ridership: insights from the Jakarta Metropolitan Area, Indonesia, Alyas Widita, Ikaputra, and Dyah T. Widyastuti

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Does location of entrance/exit matter? Reexamining built environment factors of commuter ridership using high-quality LBS data, Congxiao Yan, Yueer Gao, Xingyu Liang, Xianlong Chen, Zhengtao Qin, and Quan Yuan

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Prediction model of bus passenger tolerable waiting time, Yazao Yang and Yuanyuan Gao

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Bimodal transit design with heterogeneous demand elasticity under different fare structures, Yi Yang, Xinguo Jiang, Yusong Yan, Tao Liu, and Yu Jiang

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Enhancing public transit adoption through personalized incentives: a large-scale analysis leveraging adaptive stacking extreme gradient boosting in China, Haoyang Yan, Xiaolei Ma, Bing Liu, Erlong Tan, Yujie Li, Zirui Ni, and Tian-Liang Liu

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Public transport crowding valuation in a post-pandemic era, Menno Yap, Howard Wong, and Oded Cats

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Unveiling overall satisfaction of metro: Integrating quantitative and qualitative approaches, Miao Yu, Xiao Liang, and Bingyi Qian

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Forecasting public transit ridership amidst COVID-19: a machine learning approach, Muhammad Shah Zeb, Muhammad Asif Khan, Muhammad Muzzamil Hussain Khattak, Sameer Ud-Din, Muhammad Faisal Habib, and Muhammad Zaheer Khan

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Assessing urban-scale spatiotemporal heterogeneous metro station coverage using multi-source mobility data, Guozheng Zhang, Dianhai Wang, Mengwei Chen, Jiaqi Zeng, and Zhengyi Cai

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Deep learning-based short-term origin-destination demand prediction in urban rail transit systems during holidays, Shuxin Zhang, Jinlei Zhang, Congwang Deng, Yonjie Yang, Xing Chen, and Lixing Yang

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Measuring dynamic accessibility by metro system under travel time uncertainty based on smart card data, Yongsheng Zhang, Kangyu Liang, and Becky P.Y. Loo

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System capacity model and algorithm for urban multimodal transport network with transfer, Fang Zhao, Bingfeng Si, Guanghui Su, Tianwei Lu, and Jose J. Ramasco

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Unveiling the population heterogeneity in time-money trade-offs: Insights from Beijing’s subway commuters, Xinzhu Zheng, Xuelan Yang, and Bin Meng

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Tourists vs. residents: Nested logit analysis of mode choices for environmental sustainability, Heng Zhou, Jiale Qiao, Kunbo Shi, Qian Sun Chayn, Zhigang Yao, and Richard Norman

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Effective passenger flow congestion propagation model for multi-mode rail transit networks, Changfeng Zhu, Jinxiu Jia, Jie Wang, Jinhao Fang, and Linna Cheng

Submissions from 2024

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An exploratory analysis of factors that encourage students to choose sustainable modes in travelling to schools: evidence from Victoria, Australia, Fadhlullah Apriandy, Sugiarto Sugiarto, Yusria Darma, Renni Anggraini, Juliana Fisaini, and Irsan Bahrumy

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Discrete choice modeling with anonymized data, Milos Balac, Sebastian Hörl, and Basil Schmid

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Who uses transit in the journey to work? Multimodality, equity, and planning implications in México City, Dorian Antonio Bautista-Hernández and Alejandra Trejo Nieto

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An agent-based fleet management model for first- and last-mile services, Saumya Bhatnagar, Tarun Rambha, and Gitakrishnan Ramadurai

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Multi-Stage Fusion Framework for Short-Term Passenger Flow Forecasting in Urban Rail Transit Systems Using Multi-Source Data, Yijie Chen, Jinlei Zhang, Yuan Lu, Kuo Yang, Hanxiao Liu, and Ying Liang

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Bikesharing: The first- and last-mile service of public transportation? Evidence from an origin–destination perspective, Yu-Chiun Chiou and Kuo-Chi Wu

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Interpretable Machine Learning for Mode Choice Modeling on Tracking-Based Revealed Preference Data, Victoria Dahmen, Simone Weikl, and Klaus Bogenberger

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To ride-hail or not to ride-hail? Complementarity and competition between public transit and transportation network companies through the lens of app data, Hengfang Deng, Edgar Castro, Sage Gibbons, Justin de Benedictus-Kessner, Ryan Qi Wang, and Daniel T. O'Brien

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Validation of a multi-modal transit route choice model using smartcard data, Malvika Dixit, Oded Cats, Niels van Oort, Ties Brands, and Serge Hoogendoorn

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Does subjective wellbeing modify travel behaviour changes among older people in response to a new metro line?, Yao Du, Guibo Sun, and Eva Heinen

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Validation of Agent-Based Passenger Movement Modeling for Railway Stations Subject to Social Distancing During the COVID-19 Pandemic, Sam Hayes, John Charlton, David Fletcher, and Paul Richmond

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Profiling future passenger transport initiatives to identify the growing role of active and micro-mobility modes, David Hensher, Edward Wei, Wen Liu, and Camila Balbontin

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Modeling of an Urban Ropeway Integrated into a Crowded Transit System, Karl Hofer, Michael Haberi, and Martin Fellendorf

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COVID-19 and Public Transport in Auckland, New Zealand: Investigating Vulnerable Population Groups’ Ridership Behavior, Md. Shahadat Hossain, Mahmudur Rahman Fatmi, and Subeh Chowdhury

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Modelling the pedestrian’s willingness to walk on the subway platform: A novel approach to analyze in-vehicle crowd congestion, Di Huang, Yuwei Yang, Xinyi Peng, Jiangyan Huang, Pengli Mo, Zhiyuan Liu, and Shuaian Wang

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Public transport route choice modelling: Reducing estimation bias when using smart card data, Jesper Bláfoss Ingvardson, Mikkel Thorhauge, Otto Anker Nielsen, and Morten Eltved

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Evidence for Modal Inertia in Multimodal Tours: An Integrated Choice and Latent Variable Modeling Approach, Parastoo Jabbari, Nazmul Arefin Khan, and Don MacKenzie

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Public transport mode choice behavior of different-income passengers during large-scale public health incidents, Zeqian Jin, Zhi-Chun Li, Xia Yang, Jose Holguin-Veras, and Chen Li

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Crowdedness information and travel decisions of pedestrians and public transport users in the COVID-19 era: A stated preference analysis, Maria Karatsoli, Eftihia Nathanail, Socrates Basbas, and Oded Cats

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Investigating Anticipated Changes in Post-Pandemic Travel Behavior: Latent Segmentation-Based Logit Modeling Approach Using Data From COVID-19 Era, Nazmul Arefin Khan and Catherine Morency

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Train stations and house prices: a local perspective, Changro Lee