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Influencing factors for potential bike-sharing users: an empirical analysis during the COVID-19 pandemic

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  • Bergantino, Angela Stefania
  • Intini, Mario
  • Tangari, Luca

Abstract

Climate change awareness is becoming widespread. The consequences of pollution are increasingly evident, and transport, being one of the main sources of congestion and pollution, is cited as the major culprit. In this context and as one of the few positive externalities of the COVID-19 pandemic, micro-mobility and, more generally, environmentally friendly and co-managed mobility, are gaining ground. In particular, bike-sharing has seen double-digit growth rates of diffusion and use in its various forms. It is a fast and efficient solution, with zero emissions, convenience, speed of movement for short distances and beneficial effects on users' health. However, its use is still rather limited in Italian cities. Through an online survey conducted at the national level in 2020, we shed light on the elements that determine the adoption of bike-sharing among potential users. Through factor analysis, ordered logit and probit regressions, we have identified the factors that facilitate the extensive adoption of this service. In addition, we have seen how consumers’ habits have changed, comparing them in the pre- and post-COVID-19 lockdown periods and highlighting the health benefits for both potential and current users. The results and policy implications could be useful for local regulators and bike-sharing scheme operators.

Suggested Citation

  • Bergantino, Angela Stefania & Intini, Mario & Tangari, Luca, 2021. "Influencing factors for potential bike-sharing users: an empirical analysis during the COVID-19 pandemic," Research in Transportation Economics, Elsevier, vol. 86(C).
  • Handle: RePEc:eee:retrec:v:86:y:2021:i:c:s0739885920302262
    DOI: 10.1016/j.retrec.2020.101028
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    1. Faghih-Imani, Ahmadreza & Hampshire, Robert & Marla, Lavanya & Eluru, Naveen, 2017. "An empirical analysis of bike sharing usage and rebalancing: Evidence from Barcelona and Seville," Transportation Research Part A: Policy and Practice, Elsevier, vol. 97(C), pages 177-191.
    2. Kamargianni, Maria, 2015. "Investigating next generation's cycling ridership to promote sustainable mobility in different types of cities," Research in Transportation Economics, Elsevier, vol. 53(C), pages 45-55.
    3. Böcker, Lars & Anderson, Ellinor & Uteng, Tanu Priya & Throndsen, Torstein, 2020. "Bike sharing use in conjunction to public transport: Exploring spatiotemporal, age and gender dimensions in Oslo, Norway," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 389-401.
    4. Giovanni Bonaccorsi & Francesco Pierri & Matteo Cinelli & Andrea Flori & Alessandro Galeazzi & Francesco Porcelli & Ana Lucia Schmidt & Carlo Michele Valensise & Antonio Scala & Walter Quattrociocchi , 2020. "Economic and social consequences of human mobility restrictions under COVID-19," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(27), pages 15530-15535, July.
    5. Shaheen, Susan & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present, and Future," Institute of Transportation Studies, Working Paper Series qt79v822k5, Institute of Transportation Studies, UC Davis.
    6. Buongiorno, Alessandro & Intini, Mario, 2021. "Sustainable tourism and mobility development in natural protected areas: Evidence from Apulia," Land Use Policy, Elsevier, vol. 101(C).
    7. Leger, Samantha J. & Dean, Jennifer L. & Edge, Sara & Casello, Jeffrey M., 2019. "“If I had a regular bicycle, I wouldn’t be out riding anymore”: Perspectives on the potential of e-bikes to support active living and independent mobility among older adults in Waterloo, Canada," Transportation Research Part A: Policy and Practice, Elsevier, vol. 123(C), pages 240-254.
    8. Shaheen, Susan & Guzman, Stacey, 2011. "Worldwide Bikesharing," University of California Transportation Center, Working Papers qt6f16b7sv, University of California Transportation Center.
    9. Cheng, Peng & OuYang, Zhe & Liu, Yang, 2019. "Understanding bike sharing use over time by employing extended technology continuance theory," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 433-443.
    10. Efthymiou, Dimitrios & Antoniou, Constantinos & Waddell, Paul, 2013. "Factors affecting the adoption of vehicle sharing systems by young drivers," Transport Policy, Elsevier, vol. 29(C), pages 64-73.
    11. Fishman, Elliot & Washington, Simon & Haworth, Narelle & Mazzei, Armando, 2014. "Barriers to bikesharing: an analysis from Melbourne and Brisbane," Journal of Transport Geography, Elsevier, vol. 41(C), pages 325-337.
    12. Bhat, Chandra R. & Dubey, Subodh K. & Nagel, Kai, 2015. "Introducing non-normality of latent psychological constructs in choice modeling with an application to bicyclist route choice," Transportation Research Part B: Methodological, Elsevier, vol. 78(C), pages 341-363.
    13. Thomas Götschi & Jan Garrard & Billie Giles-Corti, 2016. "Cycling as a Part of Daily Life: A Review of Health Perspectives," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 45-71, January.
    14. Beria, Paolo & Lunkar, Vardhman, 2020. "Presence and mobility of the population during Covid-19 outbreak and lockdown in Italy," MPRA Paper 100896, University Library of Munich, Germany.
    15. Ambrosino, Giorgio & Nelson, John D. & Boero, Marco & Pettinelli, Irene, 2016. "Enabling intermodal urban transport through complementary services: From Flexible Mobility Services to the Shared Use Mobility Agency," Research in Transportation Economics, Elsevier, vol. 59(C), pages 179-184.
    16. Ipek Sener & Naveen Eluru & Chandra Bhat, 2009. "An analysis of bicycle route choice preferences in Texas, US," Transportation, Springer, vol. 36(5), pages 511-539, September.
    17. Barajas, Jesus & Braun, Lindsay M., 2020. "Are Cycling and Walking Good for All? Tracking Differences in Associations among Active Travel, Socioeconomics, Gentrification, and Self-reported Health," SocArXiv fe785, Center for Open Science.
    18. Raux, Charles & Zoubir, Ayman & Geyik, Mirkan, 2017. "Who are bike sharing schemes members and do they travel differently? The case of Lyon’s “Velo’v” scheme," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 350-363.
    19. Shaheen, Susan PhD & Chan, Nelson, 2016. "Mobility and the Sharing Economy: Potential to Overcome First- and Last-Mile Public Transit Connections," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt8042k3d7, Institute of Transportation Studies, UC Berkeley.
    20. Wardman, Mark & Tight, Miles & Page, Matthew, 2007. "Factors influencing the propensity to cycle to work," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(4), pages 339-350, May.
    21. Ortúzar, Juan de Dios & Iacobelli, Andrés & Valeze, Claudio, 2000. "Estimating demand for a cycle-way network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(5), pages 353-373, June.
    22. Ralph Buehler & Andrea Hamre, 2015. "The multimodal majority? Driving, walking, cycling, and public transportation use among American adults," Transportation, Springer, vol. 42(6), pages 1081-1101, November.
    23. Marqués, R. & Hernández-Herrador, V. & Calvo-Salazar, M. & García-Cebrián, J.A., 2015. "How infrastructure can promote cycling in cities: Lessons from Seville," Research in Transportation Economics, Elsevier, vol. 53(C), pages 31-44.
    24. Shaheen, Susan A & Guzman, Stacey & Zhang, Hua, 2010. "Bikesharing in Europe, the Americas, and Asia: Past, Present and Future," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt6qg8q6ft, Institute of Transportation Studies, UC Berkeley.
    25. Hu, Yujie & Zhang, Yongping & Lamb, David & Zhang, Mingming & Jia, Peng, 2019. "Examining and optimizing the BCycle bike-sharing system – A pilot study in Colorado, US," Applied Energy, Elsevier, vol. 247(C), pages 1-12.
    26. Honey-Roses, Jordi & Anguelovski, Isabelle & Bohigas, Josep & Chireh, Vincent Kuuteryiri Mr. & Daher, Carolyn & Konijnendijk, Cecil & Litt, Jill & Mawani, Vrushti & McCall, Mike & Orellana, Arturo, 2020. "The Impact of COVID-19 on Public Space: A Review of the Emerging Questions," OSF Preprints rf7xa, Center for Open Science.
    27. Böcker, Lars & Anderson, Ellinor, 2020. "Interest-adoption discrepancies, mechanisms of mediation and socio-spatial inclusiveness in bike-sharing: The case of nine urban regions in Norway," Transportation Research Part A: Policy and Practice, Elsevier, vol. 140(C), pages 266-277.
    28. Demetrio Carmine Festa & Carmen Forciniti, 2019. "Attitude towards Bike Use in Rende, a Small Town in South Italy," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    29. Kamargianni, Maria & Dubey, Subodh & Polydoropoulou, Amalia & Bhat, Chandra, 2015. "Investigating the subjective and objective factors influencing teenagers’ school travel mode choice – An integrated choice and latent variable model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 473-488.
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    Cited by:

    1. Lucia Rotaris & Mario Intini & Alessandro Gardelli, 2022. "Impacts of the COVID-19 Pandemic on Bike-Sharing: A Literature Review," Sustainability, MDPI, vol. 14(21), pages 1-16, October.
    2. Bruno Jardim & Miguel de Castro Neto, 2022. "Walkability Indicators in the Aftermath of the COVID-19 Pandemic: A Systematic Review," Sustainability, MDPI, vol. 14(17), pages 1-24, September.
    3. Luan, Siliang & Yang, Qingfang & Jiang, Zhongtai & Wang, Wei, 2021. "Exploring the impact of COVID-19 on individual's travel mode choice in China," Transport Policy, Elsevier, vol. 106(C), pages 271-280.
    4. Zhang, Ze & Guo, Yuchen & Feng, Li, 2022. "Externalities of dockless bicycle-sharing systems: Implications for green recovery of the transportation sector," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 410-419.
    5. Xiaoyu Zhang & Chunfu Shao & Bobin Wang & Shichen Huang, 2022. "The Impact of COVID-19 on Travel Mode Choice Behavior in Terms of Shared Mobility: A Case Study in Beijing, China," IJERPH, MDPI, vol. 19(12), pages 1-19, June.
    6. Bergantino, Angela S. & Intini, Mario & Percoco, Marco, 2021. "New car taxation and its unintended environmental consequences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 148(C), pages 36-48.
    7. Yang, Chao & Wan, Zhiyang & Yuan, Quan & Zhou, Yang & Sun, Maopeng, 2023. "Travel before, during and after the COVID-19 pandemic: Exploring factors in essential travel using empirical data," Journal of Transport Geography, Elsevier, vol. 110(C).
    8. Franklin Oliveira & Dilan Nery & Daniel G. Costa & Ivanovitch Silva & Luciana Lima, 2021. "A Survey of Technologies and Recent Developments for Sustainable Smart Cycling," Sustainability, MDPI, vol. 13(6), pages 1-28, March.
    9. Borsati, Mattia & Nocera, Silvio & Percoco, Marco, 2022. "Questioning the spatial association between the initial spread of COVID-19 and transit usage in Italy," Research in Transportation Economics, Elsevier, vol. 95(C).
    10. Shuai Yu & Bin Li & Dongmei Liu, 2023. "Exploring the Public Health of Travel Behaviors in High-Speed Railway Environment during the COVID-19 Pandemic from the Perspective of Trip Chain: A Case Study of Beijing–Tianjin–Hebei Urban Agglomera," IJERPH, MDPI, vol. 20(2), pages 1-22, January.
    11. Song, Jie & Zhang, Liye & Qin, Zheng & Ramli, Muhamad Azfar, 2022. "Spatiotemporal evolving patterns of bike-share mobility networks and their associations with land-use conditions before and after the COVID-19 outbreak," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 592(C).
    12. Armenio, Sabrina & Bergantino, Angela Stefania & Intini, Mario & Morone, Andrea, 2022. "Cheaper or eco-friendly cars: What do consumers prefer? An experimental study on individual and social preferences," Ecological Economics, Elsevier, vol. 193(C).
    13. Xinyi Xie & Mingyang Du & Xuefeng Li & Yunjian Jiang, 2023. "Exploring Influential Factors of Free-Floating Bike-Sharing Usage Frequency before and after COVID-19," Sustainability, MDPI, vol. 15(11), pages 1-17, May.
    14. Hector Monterde-i-Bort & Matus Sucha & Ralf Risser & Kristyna Honzickova, 2022. "A European-Wide Study on the Effects of the COVID-19 Threat on Active Transport Modes," Sustainability, MDPI, vol. 14(6), pages 1-22, March.
    15. Ma, Xinwei & Zhang, Shuai & Wu, Tao & Yang, Yizhe & Yu, Jiajie, 2023. "Can dockless and docked bike-sharing substitute each other? Evidence from Nanjing, China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    16. Marco Diana & Andrea Chicco, 2023. "The effect of COVID restriction levels on shared micromobility travel patterns: A comparison between dockless bike sharing and e-scooter services," Papers 2309.16440, arXiv.org.

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    More about this item

    Keywords

    Bike-sharing; Influencing factors; Urban sustainable mobility; COVID-19; Active travel; Health;
    All these keywords.

    JEL classification:

    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • L91 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Transportation: General
    • L98 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Government Policy

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