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Pedestrians and E-Scooters: An Initial Look at E-Scooter Parking and Perceptions by Riders and Non-Riders

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  1. Disi Tian & Andrew D. Ryan & Curtis M. Craig & Kelsey Sievert & Nichole L. Morris, 2022. "Characteristics and Risk Factors for Electric Scooter-Related Crashes and Injury Crashes among Scooter Riders: A Two-Phase Survey Study," IJERPH, MDPI, vol. 19(16), pages 1-16, August.
  2. Cao, Zhejing & Zhang, Xiaohu & Chua, Kelman & Yu, Honghai & Zhao, Jinhua, 2021. "E-scooter sharing to serve short-distance transit trips: A Singapore case," Transportation Research Part A: Policy and Practice, Elsevier, vol. 147(C), pages 177-196.
  3. Jurgis Zagorskas & Marija Burinskienė, 2019. "Challenges Caused by Increased Use of E-Powered Personal Mobility Vehicles in European Cities," Sustainability, MDPI, vol. 12(1), pages 1-13, December.
  4. Kang, Seongmin & Chung, Yongjin & Yang, Byungsoo & Lee, Hyukseong & Lee, Jun & Kim, Jinhee, 2024. "User preference and willingness-to-pay for operation strategies that enhance safety and convenience of E-scooter sharing services," Transport Policy, Elsevier, vol. 146(C), pages 31-41.
  5. Alexandra König & Laura Gebhardt & Kerstin Stark & Julia Schuppan, 2022. "A Multi-Perspective Assessment of the Introduction of E-Scooter Sharing in Germany," Sustainability, MDPI, vol. 14(5), pages 1-16, February.
  6. Alberica Domitilla Bozzi & Anne Aguilera, 2021. "Shared E-Scooters: A Review of Uses, Health and Environmental Impacts, and Policy Implications of a New Micro-Mobility Service," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
  7. Laa, Barbara & Leth, Ulrich, 2020. "Survey of E-scooter users in Vienna: Who they are and how they ride," Journal of Transport Geography, Elsevier, vol. 89(C).
  8. Sujae Kim & Sangho Choo & Gyeongjae Lee & Sanghun Kim, 2022. "Predicting Demand for Shared E-Scooter Using Community Structure and Deep Learning Method," Sustainability, MDPI, vol. 14(5), pages 1-15, February.
  9. Stefania Boglietti & Benedetto Barabino & Giulio Maternini, 2021. "Survey on e-Powered Micro Personal Mobility Vehicles: Exploring Current Issues towards Future Developments," Sustainability, MDPI, vol. 13(7), pages 1-34, March.
  10. Tim De Ceunynck & Gert Jan Wijlhuizen & Aslak Fyhri & Regine Gerike & Dagmar Köhler & Alice Ciccone & Atze Dijkstra & Emmanuelle Dupont & Mario Cools, 2021. "Assessing the Willingness to Use Personal e-Transporters (PeTs): Results from a Cross-National Survey in Nine European Cities," Sustainability, MDPI, vol. 13(7), pages 1-15, March.
  11. Zakhem, Myriam & Smith-Colin, Janille, 2024. "An E-scooter route assignment framework to improve user safety, comfort and compliance with city rules and regulations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
  12. Laura Gebhardt & Christian Wolf & Robert Seiffert, 2021. "“I’ll Take the E-Scooter Instead of My Car”—The Potential of E-Scooters as a Substitute for Car Trips in Germany," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
  13. Draženko Glavić & Ana Trpković & Marina Milenković & Sreten Jevremović, 2021. "The E-Scooter Potential to Change Urban Mobility—Belgrade Case Study," Sustainability, MDPI, vol. 13(11), pages 1-29, May.
  14. Mohiuddin, Hossain & Bunch, David S. & Fukushige, Tatsuya & Fitch-Polse, Dillon T. & Handy, Susan L., 2025. "What factors influence the adoption and use of dockless electric bike-share? A case study from the Sacramento region," Transportation Research Part A: Policy and Practice, Elsevier, vol. 199(C).
  15. Keila González-Gómez & María Castro, 2019. "Evaluating Pedestrians’ Safety on Urban Intersections: A Visibility Analysis," Sustainability, MDPI, vol. 11(23), pages 1-16, November.
  16. Psarrou Kalakoni, Anna Mariam & Christoforou, Zoi & Gioldasis, Christos, 2024. "The ambivalent relationship of e-scooters and public transport: Evidence from France," Transport Policy, Elsevier, vol. 159(C), pages 215-229.
  17. Tiziana Campisi & Anastasios Skoufas & Alexandros Kaltsidis & Socrates Basbas, 2021. "Gender Equality and E-Scooters: Mind the Gap! A Statistical Analysis of the Sicily Region, Italy," Social Sciences, MDPI, vol. 10(10), pages 1-24, October.
  18. Berg Wincent, Boel & Jenelius, Erik & Burghout, Wilco, 2025. "Shared e-scooter parking regulation: Effects on rider attitudes, perceptions, and use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 199(C).
  19. Kazemzadeh, Khashayar & Bansal, Prateek & Fitch-Polse, Dillon T., 2026. "Developing an e-scooter level of service model for shared spaces: Insights from Davis, California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 204(C).
  20. Mariano Gallo & Mario Marinelli, 2020. "Sustainable Mobility: A Review of Possible Actions and Policies," Sustainability, MDPI, vol. 12(18), pages 1-39, September.
  21. Chae, Kyung Soo & Kim, Sung Hoo & Yan, Xiang, 2025. "Exploring attitudinal group differences in preferences for shared e-scooter use and its integration with public transit," Transportation Research Part A: Policy and Practice, Elsevier, vol. 196(C).
  22. Brousseau, Eric & Côme, Etienne & Coulombel, Nicolas & Olave-Cruz, Isac, 2025. "Harmonizing dockless E-scooters: insights from Paris," Transportation Research Part A: Policy and Practice, Elsevier, vol. 202(C).
  23. Daria Bylieva & Victoria Lobatyuk & Irina Shestakova, 2022. "Shared Micromobility: Between Physical and Digital Reality," Sustainability, MDPI, vol. 14(4), pages 1-21, February.
  24. Mohammed Hamad Almannaa & Faisal Adnan Alsahhaf & Huthaifa I. Ashqar & Mohammed Elhenawy & Mahmoud Masoud & Andry Rakotonirainy, 2021. "Perception Analysis of E-Scooter Riders and Non-Riders in Riyadh, Saudi Arabia: Survey Outputs," Sustainability, MDPI, vol. 13(2), pages 1-24, January.
  25. Stefan Schwerdfeger & Stefan Bock & Nils Boysen & Dirk Briskorn, 2025. "Manage the Curb: Optimization of Time-Varying Parking Zones in Micromobility Systems," Transportation Science, INFORMS, vol. 59(5), pages 972-989, September.
  26. Fitt, Helen & Curl, Angela, 2020. "The early days of shared micromobility: A social practices approach," Journal of Transport Geography, Elsevier, vol. 86(C).
  27. Bai, Jiahao & Ye, Jianhong & Diana, Marco, 2025. "Spatiotemporal characteristics and influencing factors of connection and substitution relationships between shared E-bikes and public transit: A case study in Shenyang, China," Journal of Transport Geography, Elsevier, vol. 129(C).
  28. Fei-Hui Huang, 2021. "User Behavioral Intentions toward a Scooter-Sharing Service: An Empirical Study," Sustainability, MDPI, vol. 13(23), pages 1-21, November.
  29. Cloud, Cannon & Heß, Simon & Kasinger, Johannes, 2023. "Shared e-scooter services and road safety: Evidence from six European countries," European Economic Review, Elsevier, vol. 160(C).
  30. Adam, Carole, 2026. "A survey to measure cognitive biases in mobility choices and responses to urban policy," Transport Policy, Elsevier, vol. 179(C).
  31. Zhang, Yuting & Nelson, John D. & Mulley, Corinne, 2024. "Learning from the evidence: Insights for regulating e-scooters," Transport Policy, Elsevier, vol. 151(C), pages 63-74.
  32. Colovic, Aleksandra & Prencipe, Luigi Pio & Giuffrida, Nadia & Ottomanelli, Michele, 2024. "A multi-objective model to design shared e-kick scooters parking spaces in large urban areas," Journal of Transport Geography, Elsevier, vol. 116(C).
  33. De Bartolomeo, Simona & Ottomanelli, Michele & Caggiani, Leonardo, 2025. "A multi-objective model for fair location of stations and geofence parking area to address disorderly parking in free-floating micromobility systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 193(C).
  34. Öztürk, İbrahim & Akay, Nazlı, 2025. "Exploring attitudes and behavioural intentions towards e-scooter use in Türkiye: Differences between users and non-users," Journal of Transport Geography, Elsevier, vol. 128(C).
  35. Bretones, Alexandra & Marquet, Oriol, 2022. "Sociopsychological factors associated with the adoption and usage of electric micromobility. A literature review," Transport Policy, Elsevier, vol. 127(C), pages 230-249.
  36. Shiva Pourfalatoun & Jubaer Ahmed & Erika E. Miller, 2023. "Shared Electric Scooter Users and Non-Users: Perceptions on Safety, Adoption and Risk," Sustainability, MDPI, vol. 15(11), pages 1-15, June.
  37. Samadzad, Mahdi & Nosratzadeh, Hossein & Karami, Hossein & Karami, Ali, 2023. "What are the factors affecting the adoption and use of electric scooter sharing systems from the end user's perspective?," Transport Policy, Elsevier, vol. 136(C), pages 70-82.
  38. Maximilian Heumann & Tobias Kraschewski & Tim Brauner & Lukas Tilch & Michael H. Breitner, 2021. "A Spatiotemporal Study and Location-Specific Trip Pattern Categorization of Shared E-Scooter Usage," Sustainability, MDPI, vol. 13(22), pages 1-24, November.
  39. Elena Carrara & Rebecca Ciavarella & Stefania Boglietti & Martina Carra & Giulio Maternini & Benedetto Barabino, 2021. "Identifying and Selecting Key Sustainable Parameters for the Monitoring of e-Powered Micro Personal Mobility Vehicles. Evidence from Italy," Sustainability, MDPI, vol. 13(16), pages 1-22, August.
  40. Teusch, Julian & Saavedra, Bruno Neumann & Scherr, Yannick Oskar & Müller, Jörg P., 2025. "Strategic planning of geo-fenced micro-mobility facilities using reinforcement learning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 194(C).
  41. Zihao An & Caroline Mullen & Xiaodong Guan & Dick Ettema & Eva Heinen, 2026. "Shared micromobility, perceived accessibility, and social capital," Transportation, Springer, vol. 53(2), pages 1025-1060, April.
  42. Hélie Moreau & Loïc de Jamblinne de Meux & Vanessa Zeller & Pierre D’Ans & Coline Ruwet & Wouter M.J. Achten, 2020. "Dockless E-Scooter: A Green Solution for Mobility? Comparative Case Study between Dockless E-Scooters, Displaced Transport, and Personal E-Scooters," Sustainability, MDPI, vol. 12(5), pages 1-17, February.
  43. Francisco Alonso & Cristina Esteban & Mireia Faus & Sergio A. Useche, 2022. "Differences in the Assessment of Safe and Risky Driving Behaviors: Pedestrians Versus Drivers," SAGE Open, , vol. 12(2), pages 21582440221, June.
  44. Samira Dibaj & Aryan Hosseinzadeh & Miloš N. Mladenović & Robert Kluger, 2021. "Where Have Shared E-Scooters Taken Us So Far? A Review of Mobility Patterns, Usage Frequency, and Personas," Sustainability, MDPI, vol. 13(21), pages 1-27, October.
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