IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v178y2023ics0965856423002975.html
   My bibliography  Save this article

Understanding the role of risk perception and health measures in ridesourcing usage in the post-COVID-19 era

Author

Listed:
  • Li, Xinghua
  • Yang, Yueyi
  • Guo, Yuntao
  • Souders, Dustin
  • Li, Jian

Abstract

The COVID-19 pandemic has had a significant impact on how people perceive health risks when using ridesharing services, as there is an increased risk of transmission. To mitigate this risk, individuals have implemented self-imposed preventive measures, while ridesharing service providers have introduced health measures to reduce the likelihood of transmission and encourage ridership. To understand the impact of COVID-19 on ridesharing usage and willingness to use it, we propose a framework to study the relationship between influencing factors (such as risk perception, vaccination status, and self-imposed or service-imposed non-pharmaceutical health measures like masks and/or sanitizing) and ridesharing-related decisions and intention. A web-based survey in China collected over 2300 responses, and Multiple Indicators and Multiple Causes models were estimated to investigate the influencing factors’ impacts on ridesourcing service usage at the later stage of the pandemic when China was still under Zero-COVID policy and their willingness to use it after the pandemic. The estimation results indicate that risk perception, self-imposed and service-imposed health measures, post-pandemic expectations of these measures are key influencing factors, along with certain sociodemographic and travel behavior factors. These findings can help decision-makers develop strategies to support the recovery of ridesharing services in the post-COVID-19 era.

Suggested Citation

  • Li, Xinghua & Yang, Yueyi & Guo, Yuntao & Souders, Dustin & Li, Jian, 2023. "Understanding the role of risk perception and health measures in ridesourcing usage in the post-COVID-19 era," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    • Handle: RePEc:eee:transa:v:178:y:2023:i:c:s0965856423002975
    DOI: 10.1016/j.tra.2023.103877
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856423002975
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.tra.2023.103877?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Diep Ngoc Su & Duy Quy Nguyen-Phuoc & Lester W. Johnson, 2021. "Effects of perceived safety, involvement and perceived service quality on loyalty intention among ride-sourcing passengers," Transportation, Springer, vol. 48(1), pages 369-393, February.
    2. Kaplan, Sigal & Tchetchik, Anat & Greenberg, Doron & Sapir, Itsik, 2022. "Transit use reduction following COVID-19: The effect of threat appraisal, proactive coping and institutional trust," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 338-356.
    3. Wändi Bruine de Bruin & Derek Isaacowitz, 2021. "Age Differences in COVID-19 Risk Perceptions and Mental Health: Evidence From a National U.S. Survey Conducted in March 2020," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(2), pages 24-29.
    4. Li, Haojie & Zhang, Yingheng & Zhu, Manman & Ren, Gang, 2021. "Impacts of COVID-19 on the usage of public bicycle share in London," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 140-155.
    5. Yu, Jingru & Xie, Ningke & Zhu, Jiangtao & Qian, Yiwei & Zheng, Sijing & Chen, Xiqun (Michael), 2022. "Exploring impacts of COVID-19 on city-wide taxi and ride-sourcing markets: Evidence from Ningbo, China," Transport Policy, Elsevier, vol. 115(C), pages 220-238.
    6. Venu M. Garikapati & Ram M. Pendyala & Eric A. Morris & Patricia L. Mokhtarian & Noreen McDonald, 2016. "Activity patterns, time use, and travel of millennials: a generation in transition?," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 558-584, September.
    7. Allen, Jaime & Muñoz, Juan Carlos & Ortúzar, Juan de Dios, 2018. "Modelling service-specific and global transit satisfaction under travel and user heterogeneity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 509-528.
    8. Aguilera-García, Álvaro & Gomez, Juan & Velázquez, Guillermo & Vassallo, Jose Manuel, 2022. "Ridesourcing vs. traditional taxi services: Understanding users’ choices and preferences in Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 161-178.
    9. 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.
    10. Cezar Morar & Alexandru Tiba & Tamara Jovanovic & Aleksandar Valjarević & Matthias Ripp & Miroslav D. Vujičić & Uglješa Stankov & Biljana Basarin & Rade Ratković & Maria Popović & Gyula Nagy & Lajos B, 2022. "Supporting Tourism by Assessing the Predictors of COVID-19 Vaccination for Travel Reasons," IJERPH, MDPI, vol. 19(2), pages 1-15, January.
    11. Yang, Ziqi & Li, Xinghua & Guo, Yuntao & Qian, Xinwu, 2023. "Understanding active transportation accessibility's impacts on polycentric and monocentric cities' housing price," Research in Transportation Economics, Elsevier, vol. 98(C).
    12. Park, Keunhyun & Chamberlain, Brent & Song, Ziqi & Nasr Esfahani, Hossein & Sheen, Jeff & Larsen, Teresa & Long Novack, Valerie & Licon, Carlos & Christensen, Keith, 2022. "A double jeopardy: COVID-19 impacts on the travel behavior and community living of people with disabilities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 156(C), pages 24-35.
    13. Zhang, Wenqing & Liu, Liangliang, 2022. "Exploring non-users' intention to adopt ride-sharing services: Taking into account increased risks due to the COVID-19 pandemic among other factors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 180-195.
    14. Dogan Gursoy & Ali Selcuk Can & Nigel Williams & Yuksel Ekinci, 2021. "Evolving impacts of COVID-19 vaccination intentions on travel intentions," The Service Industries Journal, Taylor & Francis Journals, vol. 41(11-12), pages 719-733, September.
    15. Liu, Piper Liping, 2021. "COVID-19 information on social media and preventive behaviors: Managing the pandemic through personal responsibility," Social Science & Medicine, Elsevier, vol. 277(C).
    16. Mashrur, Sk.Md. & Wang, Kaili & Habib, Khandker Nurul, 2022. "Will COVID-19 be the end for the public transit? Investigating the impacts of public health crisis on transit mode choice," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 352-378.
    17. Currie, Graham & Jain, Taru & Aston, Laura, 2021. "Evidence of a post-COVID change in travel behaviour – Self-reported expectations of commuting in Melbourne," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 218-234.
    18. Delbosc, Alexa & Nakanishi, Hitomi, 2017. "A life course perspective on the travel of Australian millennials," Transportation Research Part A: Policy and Practice, Elsevier, vol. 104(C), pages 319-336.
    19. Shin, Su Hyun & Ji, Hyunjung & Lim, HanNa, 2021. "Heterogeneity in preventive behaviors during COVID-19: Health risk, economic insecurity, and slanted information," Social Science & Medicine, Elsevier, vol. 278(C).
    20. Alejandro Tirachini, 2020. "Ride-hailing, travel behaviour and sustainable mobility: an international review," Transportation, Springer, vol. 47(4), pages 2011-2047, August.
    21. Loa, Patrick & Hossain, Sanjana & Liu, Yicong & Nurul Habib, Khandker, 2022. "How has the COVID-19 pandemic affected the use of ride-sourcing services? An empirical evidence-based investigation for the Greater Toronto Area," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 46-62.
    22. Eeman Almokdad & Kiattipoom Kiatkawsin & Chung Hun Lee, 2023. "Antecedents of Booster Vaccine Intention for Domestic and International Travel," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    23. Larissa Neuburger & Roman Egger, 2021. "Travel risk perception and travel behaviour during the COVID-19 pandemic 2020: a case study of the DACH region," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(7), pages 1003-1016, April.
    24. Feiyu Feng & Xinghua Li & Yuntao Guo & Cheng Cheng, 2023. "Understanding factors that impact ridesourcing service usage frequency: a case study in Shanghai," Transportation Planning and Technology, Taylor & Francis Journals, vol. 46(4), pages 462-481, May.
    25. Abdullah, Muhammad & Ali, Nazam & Hussain, Syed Arif & Aslam, Atif Bilal & Javid, Muhammad Ashraf, 2021. "Measuring changes in travel behavior pattern due to COVID-19 in a developing country: A case study of Pakistan," Transport Policy, Elsevier, vol. 108(C), pages 21-33.
    26. Downey, Lucy & Fonzone, Achille & Fountas, Grigorios & Semple, Torran, 2022. "The impact of COVID-19 on future public transport use in Scotland," Transportation Research Part A: Policy and Practice, Elsevier, vol. 163(C), pages 338-352.
    27. Yamamura, Eiji & Tsutsui, Yoshiro, 2022. "How does the impact of the COVID-19 state of emergency change? An analysis of preventive behaviors and mental health using panel data in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 64(C).
    28. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    29. Jia, Wenjian & Chen, T. Donna, 2023. "Investigating heterogeneous preferences for plug-in electric vehicles: Policy implications from different choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liang, Yuan & Yu, Bingjie & Zhang, Xiaojian & Lu, Yi & Yang, Linchuan, 2023. "The short-term impact of congestion taxes on ridesourcing demand and traffic congestion: Evidence from Chicago," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
    2. Ong, Felita & Loa, Patrick & Nurul Habib, Khandker, 2024. "Ride-sourcing demand in Metro Vancouver: Looking through the lens of disability," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    3. Songhong Chen & Jian Ming Luo, 2023. "Understand Delegates Risk Attitudes and Behaviour: The Moderating Effect of Trust in COVID-19 Vaccination," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    4. Daniel Albalate & Xavier Fageda, 2022. ""Have Low Emission Zones slowed urban traffic recovery after Covid-19?"," IREA Working Papers 202222, University of Barcelona, Research Institute of Applied Economics, revised Dec 2022.
    5. Namgung, Hyewon & Fujiwara, Akimasa & Yamamoto, Jenny & Zhang, Junyi, 2023. "Small and medium-sized taxi firm operators' stated choices of future business models: A case study in Japan based on hybrid choice model with panel effects," Research in Transportation Economics, Elsevier, vol. 101(C).
    6. Semple, Torran & Fonzone, Achille & Fountas, Grigorios & Downey, Lucy, 2023. "An empirical analysis of the factors influencing Scottish residents’ compliance with COVID-19 travel restrictions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    7. De Vos, Jonas & Alemi, Farzad, 2020. "Are young adults car-loving urbanites? Comparing young and older adults’ residential location choice, travel behavior and attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 986-998.
    8. Sen Li & Shitai Bao & Ceyi Yao & Lan Zhang, 2022. "Exploring the Spatio-Temporal and Behavioural Variations in Taxi Travel Based on Big Data during the COVID-19 Pandemic: A Case Study of New York City," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    9. Małgorzata Dudzińska & Marta Gross & Agnieszka Dawidowicz & Ada Wolny-Kucińska, 2023. "The Influence of Changing Socioeconomic Conditions in Europe on the Prioritisation of Risks in Travel Behaviour: A Case Study," Sustainability, MDPI, vol. 15(23), pages 1-24, December.
    10. Wang, Yu & Choudhury, Charisma & Hancock, Thomas O. & Wang, Yacan & Ortúzar, Juan de Dios, 2024. "Influence of perceived risk on travel mode choice during Covid-19," Transport Policy, Elsevier, vol. 148(C), pages 181-191.
    11. Kailai Wang & Xize Wang, 2022. "Generational Differences in Automobility: Comparing America's Millennials and Gen Xers Using Gradient Boosting Decision Trees," Papers 2206.11056, arXiv.org.
    12. Monteiro, Mayara Moraes & de Abreu e Silva, João & Haustein, Sonja & Pinho de Sousa, Jorge, 2021. "Urban travel behavior adaptation of temporary transnational residents," Journal of Transport Geography, Elsevier, vol. 90(C).
    13. Chen, Ruoyu & Zhang, Min & Zhou, Jiangping, 2023. "Jobs-housing relationships before and amid COVID-19: An excess-commuting approach," Journal of Transport Geography, Elsevier, vol. 106(C).
    14. Wali, Behram & Santi, Paolo & Ratti, Carlo, 2023. "Are californians willing to use shared automated vehicles (SAV) & renounce existing vehicles? An empirical analysis of factors determining SAV use & household vehicle ownership," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    15. Iglesias, Vicente & Raveau, Sebastián, 2024. "Effect of the COVID-19 pandemic on crowding aversion in public transport and transport mode choice: The case of Santiago, Chile," Transport Policy, Elsevier, vol. 146(C), pages 167-174.
    16. Mogaji, Emmanuel & Adekunle, Ibrahim & Aririguzoh, Stella & Oginni, Adeyemi, 2022. "Dealing with impact of COVID-19 on transportation in a developing country: Insights and policy recommendations," Transport Policy, Elsevier, vol. 116(C), pages 304-314.
    17. Ali Etezady & F. Atiyya Shaw & Patricia L. Mokhtarian & Giovanni Circella, 2021. "What drives the gap? Applying the Blinder–Oaxaca decomposition method to examine generational differences in transportation-related attitudes," Transportation, Springer, vol. 48(2), pages 857-883, April.
    18. Kai Xin Tay & Jennifer Kim Lian Chan, 2023. "Travel Confidence Reviving Tourism Industry: Is the Vaccination a Solution?," Sustainability, MDPI, vol. 15(5), pages 1-15, March.
    19. Fang, Da & Guo, Yan, 2022. "Flow of goods to the shock of COVID-19 and toll-free highway policy: Evidence from logistics data in China," Research in Transportation Economics, Elsevier, vol. 93(C).
    20. Krista M. Milich & Natalie Fisher & Gisela Sobral, 2024. "Effective public health messaging for university students: lessons learned to increase adherence to safety guidelines during a pandemic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:178:y:2023:i:c:s0965856423002975. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.