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Editorial

What might Covid-19 mean for mobility as a service (MaaS)?

Keep up to date with the latest research on this topic with citation updates for this article.

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Milad Haghani, Rico Merkert, Ali Behnood, Chris De Gruyter, Khashayar Kazemzadeh, Hadi Ghaderi, Zahra Shahhoseini, Vinh Thai, Elnaz Irannezhad, Behnam Fahimnia, S Travis Waller & David A Hensher. (2024) How COVID-19 transformed the landscape of transportation research: an integrative scoping review and roadmap for future research. Transportation Letters 16:1, pages 43-88.
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Nicolai A. Weinreich, Daniel B. van Diepen, Federico Chiariotti & Christophe Biscio. (2023) Automatic bike sharing system planning from urban environment features. Transportmetrica B: Transport Dynamics 11:1.
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Arjan de Ruijter, Oded Cats, Javier Alonso-Mora & Serge Hoogendoorn. (2023) Ride-pooling adoption, efficiency and level of service under alternative demand, behavioural and pricing settings. Transportation Planning and Technology 46:4, pages 407-436.
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David A. Hensher & Sampo Hietanen. (2023) Mobility as a feature (MaaF): rethinking the focus of the second generation of mobility as a service (MaaS). Transport Reviews 43:3, pages 325-329.
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Nihan Akyelken & Debbie Hopkins. (2023) Researching mobility in times of immobility. Transport Reviews 43:1, pages 1-4.
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Caleb Kwong, Mehmet Demirbag, Geoffrey Wood & Fang Lee Cooke. (2021) Human resource management in the context of high uncertainties. The International Journal of Human Resource Management 32:17, pages 3569-3599.
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Matthew J. Beck & David A. Hensher. (2021) What might the changing incidence of Working from Home (WFH) tell us about future transport and land use agendas. Transport Reviews 41:3, pages 257-261.
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Articles from other publishers (84)

Mor Collins, Shelly Etzioni & Eran Ben-Elia. (2024) Travel behavior and system dynamics in a simple gamified automated multimodal network. Transportation Research Part A: Policy and Practice 183, pages 104060.
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Luis Vergara & Andrés Riquelme. (2023) Neo-liberalized Housing Policy and Urban Accessibility: the relevance of perception in intermediate cities. The case of Temuco, Chile. Journal of Housing and the Built Environment 39:1, pages 453-472.
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Khaled Hamad, Yahya El Traboulsi, Abdallah Shanableh & Rami Al-Ruzouq. (2024) Assessing the long-term impact of COVID-19 on travel behavior: The United Arab Emirates perspective. Transportation Research Interdisciplinary Perspectives 23, pages 101008.
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Michał Suchanek & Anna Fornalska. 2020. Handbook of Labor, Human Resources and Population Economics. Handbook of Labor, Human Resources and Population Economics 1 25 .
Eléonore Pigalle & Anne Aguiléra. (2023) Ridesharing in all its forms – Comparing the characteristics of three ridesharing practices in France. Journal of Urban Mobility 3, pages 100045.
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Jason Soria, Shelly Etzioni, Yoram Shiftan, Eran Ben-Elia & Amanda Stathopoulos. (2023) Microtransit adoption in the wake of the COVID-19 pandemic: Evidence from a choice experiment with transit and car commuters. Transportation Research Part C: Emerging Technologies 157, pages 104395.
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Monika Sharma, Manju Sharma, Neerav Sharma & Sampath Boopathi. 2023. Handbook of Research on AI and ML for Intelligent Machines and Systems. Handbook of Research on AI and ML for Intelligent Machines and Systems 195 222 .
Binxin Yang & Guangdong Wu. (2023) Multi-criteria analysis of cross-regional railways interconnection under the post COVID-19 pandemic crisis: A hybrid BWM-FAISM-DFS evaluation framework. Transportation Research Part E: Logistics and Transportation Review 179, pages 103316.
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Panagiotis Fafoutellis, Eleni G. Mantouka, Eleni I. Vlahogianni & Petros Fortsakis. (2023) Investigating the impacts of the COVID-19 pandemic on Eco-driving behavior. Safety Science 166, pages 106251.
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Arzu Ilgaz & Mehmet Saltan. (2023) The impacts of Covid-19 pandemic on the sustainable mobility of university members in Turkey. Cities 141, pages 104449.
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Jennifer Louisa Baufeldt & Marianne Vanderschuren. (2023) Personal safety perception of ride-share amongst young adults in Cape Town: The effect of gender, vehicle access and Covid-19. Research in Transportation Economics 100, pages 101323.
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Abraham Leung, Matthew Burke & Paul Scott. (2023) Tourism MaaS – The case for regional cities. Research in Transportation Business & Management 49, pages 101017.
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Seong-Yeon Park, Seung Woo Ham & Dong-Kyu Kim. (2023) User Segmentation Based on Travel Regularity in E-Scooter Sharing Service. Transportation Research Record: Journal of the Transportation Research Board 2677:7, pages 290-306.
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Rich C. McIlroy. (2023) Mobility as a service and gender: A review with a view. Travel Behaviour and Society 32, pages 100596.
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Ningzhe Xu, Qifan Nie, Jun Liu & Steven Jones. (2023) Post-pandemic shared mobility and active travel in Alabama: A machine learning analysis of COVID-19 survey data. Travel Behaviour and Society 32, pages 100584.
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Elena Camisasca, Venusia Covelli, Dario Cafagna, Gian Mauro Manzoni, Manuela Cantoia, Alessandra Bavagnoli, Pietro Crescenzo, Vincenzo Marsicovetere, Mario Pesce & Marina Angela Visco. (2023) From economic difficulties to psychological maladjustment in Italian women during the Covid-19 pandemic: does marital dissatisfaction moderate or mediate this association?. Frontiers in Psychology 14.
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Long Hai Vo, Kirsten Martinus & Brett Smith. (2023) A Demand Systems Approach to Understanding Medium‐Term Post‐Pandemic Consumption Trends . Economic Papers: A journal of applied economics and policy 42:2, pages 183-199.
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Andrea Baldassa, Federico Orsini & Riccardo Ceccato. (2023) Telework and MaaS adoption in a post-pandemic scenario. Evidence from municipal employees of Padua, Italy. Case Studies on Transport Policy 12, pages 101010.
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Socrates Basbas, Tiziana Campisi, Thomas Papas, Mirto Trouva & Giovanni Tesoriere. (2023) The 15-Minute City Model: The Case of Sicily during and after COVID-19. Communications - Scientific letters of the University of Zilina 25:2, pages A83-A92.
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Maher Said, Jason Soria & Amanda Stathopoulos. (2023) Shifting Mobility Behaviors in Unprecedented Times: A Multigroup MIMIC Model Investigating Intentions to Use On-Demand Ride Services During the COVID-19 Pandemic. Transportation Research Record: Journal of the Transportation Research Board 2677:4, pages 704-722.
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Tung Vo, Natalia Barbour, Lori Palaio & Michael Maness. (2022) Impacts of the COVID-19 Pandemic on Bikeshare Usage by Rider Membership Status Across Selected U.S. Cities. Transportation Research Record: Journal of the Transportation Research Board 2677:4, pages 547-561.
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Jason Soria, Deirdre Edward & Amanda Stathopoulos. (2023) Requiem for transit ridership? An examination of who abandoned, who will return, and who will ride more with mobility as a service. Transport Policy 134, pages 139-154.
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Md Ashraf Harun. (2022) Customers' choice of the bank during the Covid-19 pandemic: the moderating effect of different banks in Bangladesh. South Asian Journal of Marketing 4:1, pages 33-50.
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Hashem R. Al-Masaeid & Ghoroub A. Al Olaimat. (2022) Modeling Determinants of Carpooling Intentions in Jordan. Transportation Research Record: Journal of the Transportation Research Board 2677:3, pages 797-819.
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Wisdom K. Adza, Andrew S. Hursthouse, Jan Miller & Daniel Boakye. (2023) Exploring links between road traffic noise, air quality and public health using DPSEAA conceptual framework: a review and perspective for a UK environmental health tracking system (EHTS). Environment, Development and Sustainability 26:3, pages 5579-5605.
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Nazmul Arefin Khan & Catherine Morency. (2023) Investigating Anticipated Changes in Post-Pandemic Travel Behavior: Latent Segmentation-Based Logit Modeling Approach Using Data From COVID-19 Era. Transportation Research Record: Journal of the Transportation Research Board, pages 036119812211497.
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Takeshi Kurihara, Kazuo Nishii, Yilin Sun & Yinan Dong. 2023. Post-COVID Tourism - Tendencies and Management Approaches [Working Title]. Post-COVID Tourism - Tendencies and Management Approaches [Working Title].
Martino Tran, Christina Draeger, Xuerou Wang & Abbas Nikbakht. (2022) Monitoring the well-being of vulnerable transit riders using machine learning based sentiment analysis and social media: Lessons from COVID-19. Environment and Planning B: Urban Analytics and City Science 50:1, pages 60-75.
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Elena Navajas Cawood, Davide Fiorello & Panayotis Christidis. (2023) Mobility patterns after the pandemic: a survey in 20 European cities. Transportation Research Procedia 72, pages 611-618.
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Joanna Dyczkowska, Marcin Olkiewicz, Norbert Chamier-Gliszczynski & Tomasz Królikowski. (2023) Mobility-as-a-Service (MaaS) as a solution platform for the city and the region: case study. Procedia Computer Science 225, pages 4092-4100.
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John D. Nelson, Matthew J. Beck & David A. Hensher. 2023.
Antônio Nélson Rodrigues da Silva, Cira Souza Pitombo, Jorge Ubirajara Pedreira Junior, Thayanne Gabryelle Medeiros Ciriaco & Carolina Silva Costa. 2023. Transportation Amid Pandemics. Transportation Amid Pandemics 105 118 .
Kornilia Maria Kotoula, Glykeria Myrovali & Maria Morfoulaki. 2023. Smart Energy for Smart Transport. Smart Energy for Smart Transport 395 405 .
Lucas Schwarz, Andreas Keler & Jukka M. Krisp. (2022) Improving urban bicycle infrastructure-an exploratory study based on the effects from the COVID-19 Lockdown. Journal of Urban Mobility 2, pages 100013.
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Eleni G. Mantouka, Panagiotis Fafoutellis, Eleni I. Vlahogianni & Georgeta-Madalina Oprea. (2022) Understanding user perception and feelings for autonomous mobility on demand in the COVID-19 pandemic era. Transportation Research Interdisciplinary Perspectives 16, pages 100692.
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Panayotis Christidis, Elena Navajas Cawood & Davide Fiorello. (2022) Challenges for urban transport policy after the Covid-19 pandemic: Main findings from a survey in 20 European cities. Transport Policy 129, pages 105-116.
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Panagiotis Fafoutellis, Eleni G. Mantouka, Eleni I. Vlahogianni & Georgeta-Madalina Oprea. (2022) Acceptability modeling of autonomous mobility on-demand services with on-board ride sharing using interpretable Machine Learning. International Journal of Transportation Science and Technology 11:4, pages 752-766.
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Maria Kamargianni, Christina Georgouli, Luciano Pana Tronca & Manos Chaniotakis. (2022) Changing transport planning objectives during the Covid-19 lockdowns: Actions taken and lessons learned for enhancing sustainable urban mobility planning. Cities 131, pages 103873.
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Rebecca Kiriazes & Kari Edison Watkins. (2022) Impact and analysis of rider comfort in shared modes during the COVID-19 pandemic. Transportation Research Part A: Policy and Practice 165, pages 20-37.
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Erik Jenelius. 2022. Transport and Pandemic Experiences. Transport and Pandemic Experiences 287 302 .
David A. Hensher, Matthew J. Beck, John D. Nelson & Camila Balbontin. 2022. Transport and Pandemic Experiences. Transport and Pandemic Experiences 235 255 .
Yochai Eisenberg, Amy Hofstra, Nebiyou Tilahun & Judy Shanley. (2022) Rideshare use among people with disabilities: Patterns and predictors based on a large nationally representative survey. Travel Behaviour and Society 29, pages 246-256.
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Satyaki Roy & Preetam Ghosh. (2022) Examining post-pandemic behaviors influencing human mobility trends. Examining post-pandemic behaviors influencing human mobility trends.
Andrea Baldassa, Riccardo Ceccato, Federico Orsini, Riccardo Rossi & Massimiliano Gastaldi. (2022) MaaS Bundling and Acceptance in the Pandemic Era: Evidence from Padua, Italy. Journal of Advanced Transportation 2022, pages 1-10.
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Katherine Pawluk De-Toledo, Steve O'Hern & Sjaan Koppel. (2022) Travel behaviour change research: A scientometric review and content analysis. Travel Behaviour and Society 28, pages 141-154.
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Martina Fazio, Alessandro Pluchino, Giuseppe Inturri, Michela Le Pira, Nadia Giuffrida & Matteo Ignaccolo. (2022) Exploring the impact of mobility restrictions on the COVID-19 spreading through an agent-based approach. Journal of Transport & Health 25, pages 101373.
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Dawid Krysiński & Aneta Uss-Lik. (2022) The role of current transport expenditure in mitigating the risk of modal shift during Covid-19 – Lessons from Polish cities. Case Studies on Transport Policy 10:2, pages 891-904.
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Rezwana Rafiq, Michael G. McNally, Yusuf Sarwar Uddin & Tanjeeb Ahmed. (2022) Impact of working from home on activity-travel behavior during the COVID-19 Pandemic: An aggregate structural analysis. Transportation Research Part A: Policy and Practice 159, pages 35-54.
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Vladimir Simić, Ivan Ivanović, Vladimir Đorić & Ali Ebadi Torkayesh. (2022) Adapting Urban Transport Planning to the COVID-19 Pandemic: An Integrated Fermatean Fuzzy Model. Sustainable Cities and Society 79, pages 103669.
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Clare Brown, Michael Hardman, Nick Davies & Richard Armitage. (2022) Mobility as a Service: Defining a Transport Utopia. Future Transportation 2:1, pages 300-309.
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Rojith Peiris, Bimsara Kanchana, Damitha Perera & Jagath Wickramarathne. (2022) COVID 19 Navigator Taxi Application for Urban Mobility during Pandemic Period. COVID 19 Navigator Taxi Application for Urban Mobility during Pandemic Period.
Duy Quy Nguyen-Phuoc, Diep Ngoc Su, Minh Hieu Nguyen, Nguyen S. Vo & Oscar Oviedo-Trespalacios. (2022) Factors influencing intention to use on-demand shared ride-hailing services in Vietnam: risk, cost or sustainability?. Journal of Transport Geography 99, pages 103302.
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Naz Şerife ÖZCAN & Cenk HAMAMCIOĞLU. (2021) COVID-19 Pandemi Sürecinde Kentsel Hareketlilik: Dünya Örnekleri ve Ankara DeneyimleriUrban Mobility During the COVID-19 Pandemic: Examples of World and Experiences from Ankara. İDEALKENT 12:34, pages 1090-1124.
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Sara Paiva & Filipa Mourao. (2021) Mobility-as-a-Service Challenges and Opportunities in the Post-Pandemic. Mobility-as-a-Service Challenges and Opportunities in the Post-Pandemic.
Samir Awad-Núñez, Raky Julio, Juan Gomez, Borja Moya-Gómez & Julián Sastre González. (2021) Post-COVID-19 travel behaviour patterns: impact on the willingness to pay of users of public transport and shared mobility services in Spain. European Transport Research Review 13:1.
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Maria Vittoria Corazza, Laura Moretti, Giulia Forestieri & Giuseppe Galiano. (2021) Chronicles from the new normal: Urban planning, mobility and land-use management in the face of the COVID-19 crisis. Transportation Research Interdisciplinary Perspectives 12, pages 100503.
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Muhammad Ashraf Javid, Muhammad Abdullah, Nazam Ali & Charitha Dias. (2021) Structural equation modeling of public transport use with COVID-19 precautions: An extension of the norm activation model. Transportation Research Interdisciplinary Perspectives 12, pages 100474.
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Olivia Sashiko Shirai Reyna, Idalia Flores de la Mota & Katya Rodríguez Vázquez. (2021) Complex networks analysis: Mexico’s city metro system during the pandemic of COVID-19. Case Studies on Transport Policy 9:4, pages 1459-1466.
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Michela Le Pira, Lóránt A. Tavasszy, Gonçalo Homem de Almeida Correia, Matteo Ignaccolo & Giuseppe Inturri. (2021) Opportunities for integration between Mobility as a Service (MaaS) and freight transport: A conceptual model. Sustainable Cities and Society 74, pages 103212.
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Kaili Wang, Yicong Liu, Sk Md Mashrur, Patrick Loa & Khandker Nurul Habib. (2021) COVid-19 influenced households’ Interrupted Travel Schedules (COVHITS) survey: Lessons from the fall 2020 cycle. Transport Policy 112, pages 43-62.
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David A. Hensher, Corinne Mulley & John D. Nelson. (2021) Mobility as a service (MaaS) – Going somewhere or nowhere?. Transport Policy 111, pages 153-156.
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Jaeyoung Lee, Farrukh Baig & Amjad Pervez. (2021) Impacts of COVID-19 on individuals’ mobility behavior in Pakistan based on self-reported responses. Journal of Transport & Health 22, pages 101228.
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Sujae Kim, Sangho Choo, Sungtaek Choi & Hyangsook Lee. (2021) What Factors Affect Commuters’ Utility of Choosing Mobility as a Service? An Empirical Evidence from Seoul. Sustainability 13:16, pages 9324.
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Haojie Li, Yingheng Zhang, Manman Zhu & Gang Ren. (2021) Impacts of COVID-19 on the usage of public bicycle share in London. Transportation Research Part A: Policy and Practice 150, pages 140-155.
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Srijita Nundy, Aritra Ghosh, Abdelhakim Mesloub, Ghazy Abdullah Albaqawy & Mohammed Mashary Alnaim. (2021) Impact of COVID-19 pandemic on socio-economic, energy-environment and transport sector globally and sustainable development goal (SDG). Journal of Cleaner Production 312, pages 127705.
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Chinh Q. Ho, David A. Hensher, Daniel J. Reck, Sam Lorimer & Ivy Lu. (2021) MaaS bundle design and implementation: Lessons from the Sydney MaaS trial. Transportation Research Part A: Policy and Practice 149, pages 339-376.
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S. Srivatsa Srinivas & Rahul R. Marathe. (2021) Moving towards “mobile warehouse”: Last-mile logistics during COVID-19 and beyond. Transportation Research Interdisciplinary Perspectives 10, pages 100339.
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Khatun E. Zannat, Eeshan Bhaduri, Arkopal K Goswami & Charisma F Choudhury. (2021) The tale of two countries: modeling the effects of COVID-19 on shopping behavior in Bangladesh and India. Transportation Letters 13:5-6, pages 421-433.
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Muhammad Abdullah, Nazam Ali, Charitha Dias, Tiziana Campisi & Muhammad Ashraf Javid. (2021) Exploring the Traveler’s Intentions to Use Public Transport during the COVID-19 Pandemic While Complying with Precautionary Measures. Applied Sciences 11:8, pages 3630.
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Mohsen Mohammadzadeh. (2021) Sharing or owning autonomous vehicles? Comprehending the role of ideology in the adoption of autonomous vehicles in the society of automobility. Transportation Research Interdisciplinary Perspectives 9, pages 100294.
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Chinh Q. Ho, David A. Hensher & Daniel J. Reck. (2021) Drivers of participant’s choices of monthly mobility bundles: Key behavioural findings from the Sydney Mobility as a Service (MaaS) trial. Transportation Research Part C: Emerging Technologies 124, pages 102932.
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Maria Vittoria Corazza & Antonio Musso. (2021) Urban transport policies in the time of pandemic, and after: An ARDUOUS research agenda. Transport Policy 103, pages 31-44.
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David A. Hensher, Chinh Q. Ho & Daniel J. Reck. (2021) Mobility as a service and private car use: Evidence from the Sydney MaaS trial. Transportation Research Part A: Policy and Practice 145, pages 17-33.
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Michela Le Pira, Maria Attard & Stephen G. Ison. (2021) Urban transport planning and policy in a changing world: Bridging the gap between theory and practice. Research in Transportation Business & Management, pages 100634.
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Guadalupe González-Sánchez, María Isabel Olmo-Sánchez & Elvira Maeso-González. (2021) Challenges and Strategies for Post-COVID-19 Gender Equity and Sustainable Mobility. Sustainability 13:5, pages 2510.
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Shahin Shakibaei, Gerard C. de Jong, Pelin Alpkökin & Taha H. Rashidi. (2021) Impact of the COVID-19 pandemic on travel behavior in Istanbul: A panel data analysis. Sustainable Cities and Society 65, pages 102619.
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Hafiz Suliman Munawar, Sara Imran Khan, Zakria Qadir, Abbas Z. Kouzani & M A Parvez Mahmud. (2021) Insight into the Impact of COVID-19 on Australian Transportation Sector: An Economic and Community-Based Perspective. Sustainability 13:3, pages 1276.
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David A. Hensher & Corinne Mulley. (2021) Hensher, D.A. and Mulley, C. Mobility bundling and cultural tribalism - Might passenger mobility plans through MaaS remain niche or are they truly scalable?. Transport Policy 100, pages 172-175.
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A. R. Siders & Logan Gerber-Chavez. 2021. COVID-19: Systemic Risk and Resilience. COVID-19: Systemic Risk and Resilience 373 388 .
Miltos Kyriakidis, Jaka Sodnik, Kristina Stojmenova, Arnór B. Elvarsson, Cristina Pronello & Nikolas Thomopoulos. (2020) The Role of Human Operators in Safety Perception of AV Deployment—Insights from a Large European Survey. Sustainability 12:21, pages 9166.
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Margareta Friman, Katrin Lättman & Lars E. Olsson. (2020) Carpoolers’ Perceived Accessibility of Carpooling. Sustainability 12:21, pages 8976.
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Jason Soria, Deirdre Edward & Amanda Stathopoulos. (2022) Requiem for Transit Ridership? An Examination of Who Abandoned, Who Will Return, and Who Will Ride More With Mobility as a Service. SSRN Electronic Journal.
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Nicolai André Weinreich, Daniel Bernard van Diepen, Federico Chiariotti & Christophe Biscio. (2022) Bike Sharing Traffic Pattern Prediction from Urban Environment Data for Automated Station Planning. SSRN Electronic Journal.
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Stephen Agyeman, Philip Kofi Alimo & Lin Cheng. (2022) Covid-19 Impact on Shared Transport Services: Perspectives from Eight African Countries. SSRN Electronic Journal.
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