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Enhancing the perceived resilience of the road transportation system: Utilizing cues from ridesharing

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  • Cheng, Xusen
  • Zhang, Shuang
  • Ran, Yanyue
  • Ma, Baojun

Abstract

Ridesharing plays a potential role in supporting transportation systems. However, the impact of service cues on individuals’ perceptions of transportation system resilience has yet to be fully examined. Building on cue utilization theory, this study adopted a mixed-methods approach to investigate the influence of congestion relief services provided by ridesharing platforms on individuals’ perceived resilience and trust in the road transportation system and the impact of passengers’ time urgency in this context. In Phase 1, semi-structured interviews were conducted to identify the cues derived from ridesharing platforms and those utilized by ridesharing users during the processes of calling and waiting for a ride. Subsequently, a research model and hypotheses were proposed. In Phase 2, path analysis was performed to validate the model. Results revealed that the intrinsic and extrinsic cues during the calling and waiting processes enhance individuals’ perceived diagnosticity, further promoting their trust and perceived resilience in the road transportation system. Moreover, as individuals’ trust in the road transportation system increases, their perceived resilience increases. Additionally, passengers’ time urgency negatively moderates the positive relationship between usage flexibility and perceived diagnosticity. Overall, this study enriches existing literature and provides practical implications for traffic management departments in mitigating uncertainty in the road transportation system.

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  • Cheng, Xusen & Zhang, Shuang & Ran, Yanyue & Ma, Baojun, 2024. "Enhancing the perceived resilience of the road transportation system: Utilizing cues from ridesharing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 186(C).
    • Handle: RePEc:eee:transa:v:186:y:2024:i:c:s0965856424001794
    DOI: 10.1016/j.tra.2024.104131
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    as
    1. Kukar-Kinney, Monika & Xia, Lan, 2017. "The effectiveness of number of deals purchased in influencing consumers' response to daily deal promotions: A cue utilization approach," Journal of Business Research, Elsevier, vol. 79(C), pages 189-197.
    2. Wang, Qiuzhen & Cui, Xiling & Huang, Liqiang & Dai, Yiling, 2016. "Seller reputation or product presentation? An empirical investigation from cue utilization perspective," International Journal of Information Management, Elsevier, vol. 36(3), pages 271-283.
    3. Yang, Ching-Chiao & Hsu, Wei-Lin, 2018. "Evaluating the impact of security management practices on resilience capability in maritime firms—a relational perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 110(C), pages 220-233.
    4. Reggiani, Aura & Nijkamp, Peter & Lanzi, Diego, 2015. "Transport resilience and vulnerability: The role of connectivity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 81(C), pages 4-15.
    5. Ke, Jintao & Yang, Hai & Zheng, Zhengfei, 2020. "On ride-pooling and traffic congestion," Transportation Research Part B: Methodological, Elsevier, vol. 142(C), pages 213-231.
    6. Rameshwar Dubey & Angappa Gunasekaran & David J. Bryde & Yogesh K. Dwivedi & Thanos Papadopoulos, 2020. "Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3381-3398, June.
    7. Wenyi Chen & Martijn Mes & Marco Schutten & Job Quint, 2019. "A Ride-Sharing Problem with Meeting Points and Return Restrictions," Transportation Science, INFORMS, vol. 53(2), pages 401-426, March.
    8. Yingjie Zhang & Beibei Li & Sean Qian, 2023. "Ridesharing and Digital Resilience for Urban Anomalies: Evidence from the New York City Taxi Market," Information Systems Research, INFORMS, vol. 34(4), pages 1775-1790, December.
    9. Ullah, Subhan & Attah-Boakye, Rexford & Adams, Kweku & Zaefarian, Ghasem, 2022. "Assessing the influence of celebrity and government endorsements on bitcoin’s price volatility," Journal of Business Research, Elsevier, vol. 145(C), pages 228-239.
    10. Fraedrich, Eva & Heinrichs, Dirk & Bahamonde-Birke, Francisco J. & Cyganski, Rita, 2019. "Autonomous driving, the built environment and policy implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 122(C), pages 162-172.
    11. André Palma & Lucas Javaudin & Patrick Stokkink & Léandre Tarpin-Pitre, 2024. "Ride-sharing with inflexible drivers in the Paris metropolitan area," Transportation, Springer, vol. 51(3), pages 963-986, June.
    12. Anol Bhattacherjee & Neset Hikmet, 2007. "Physicians' resistance toward healthcare information technology: a theoretical model and empirical test," European Journal of Information Systems, Taylor & Francis Journals, vol. 16(6), pages 725-737, December.
    13. 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.
    14. Feixiong Liao & Bert van Wee, 2017. "Accessibility measures for robustness of the transport system," Transportation, Springer, vol. 44(5), pages 1213-1233, September.
    15. Rajib L. Saha & Sumanta Singha & Subodha Kumar, 2021. "Does Congestion Always Hurt? Managing Discount Under Congestion in a Game-Theoretic Setting," Information Systems Research, INFORMS, vol. 32(4), pages 1347-1367, December.
    16. Michel Wedel & Rik Pieters, 2015. "The Buffer Effect: The Role of Color When Advertising Exposures Are Brief and Blurred," Marketing Science, INFORMS, vol. 34(1), pages 134-143, January.
    17. Zhang, Qianran & Ma, Shoufeng & Tian, Junfang & Rose, John M. & Jia, Ning, 2022. "Mode choice between autonomous vehicles and manually-driven vehicles: An experimental study of information and reward," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 24-39.
    18. Langan, Ryan & Besharat, Ali & Varki, Sajeev, 2017. "The effect of review valence and variance on product evaluations: An examination of intrinsic and extrinsic cues," International Journal of Research in Marketing, Elsevier, vol. 34(2), pages 414-429.
    19. Viswanath Venkatesh & James Y. L. Thong & Frank K. Y. Chan & Paul J. H. Hu, 2016. "Managing Citizens’ Uncertainty in E-Government Services: The Mediating and Moderating Roles of Transparency and Trust," Information Systems Research, INFORMS, vol. 27(1), pages 87-111, March.
    20. Lin, Shichao & Zhu, Songwei & Li, Xiangmin & Li, Ruimin, 2022. "Effects of strict vehicle restrictions on various travel modes: A case study of Zhengzhou, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 310-323.
    21. Basso, Leonardo J. & Montero, Juan-Pablo & Sepúlveda, Felipe, 2021. "A practical approach for curbing congestion and air pollution: Driving restrictions with toll and vintage exemptions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 148(C), pages 330-352.
    22. Maxime C. Cohen & Michael D. Fiszer & Baek Jung Kim, 2022. "Frustration-Based Promotions: Field Experiments in Ride-Sharing," Management Science, INFORMS, vol. 68(4), pages 2432-2464, April.
    23. Markolf, Samuel A. & Hoehne, Christopher & Fraser, Andrew & Chester, Mikhail V. & Underwood, B. Shane, 2019. "Transportation resilience to climate change and extreme weather events – Beyond risk and robustness," Transport Policy, Elsevier, vol. 74(C), pages 174-186.
    24. Malandri, Caterina & Mantecchini, Luca & Postorino, Maria Nadia, 2023. "A comprehensive approach to assess transportation system resilience towards disruptive events. Case study on airside airport systems," Transport Policy, Elsevier, vol. 139(C), pages 109-122.
    25. Deveci, Muhammet & Gokasar, Ilgin & Pamucar, Dragan & Zaidan, Aws Alaa & Wen, Xin & Gupta, Brij B., 2023. "Evaluation of Cooperative Intelligent Transportation System scenarios for resilience in transportation using type-2 neutrosophic fuzzy VIKOR," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
    26. Liu, Aijun & Li, Zengxian & Shang, Wen-Long & Ochieng, Washington, 2023. "Performance evaluation model of transportation infrastructure: Perspective of COVID-19," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    27. Wang, Junjie & Liao, Feixiong & Wu, Jianjun & Sun, Huijun & Wang, Weiping & Gao, Ziyou, 2023. "Measurement of functional resilience of transport network: The case of the Beijing subway network," Transport Policy, Elsevier, vol. 140(C), pages 54-67.
    28. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    29. Niu, Baozhuang & Mu, Zihao & Li, Baixun, 2019. "O2O results in traffic congestion reduction and sustainability improvement: Analysis of “Online-to-Store” channel and uniform pricing strategy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 481-505.
    30. Visentin, Marco & Tuan, Annamaria, 2021. "Book belly band as a visual cue: Assessing its impact on consumers’ in-store responses," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    31. Xuhong Ye & Xixian Peng & Xinwei Wang & Hock-Hai Teo, 2020. "Developing and Testing a Theoretical Path Model of Web Page Impression Formation and Its Consequence," Information Systems Research, INFORMS, vol. 31(3), pages 929-949, September.
    32. Seongsoo Jang & Mehdi Farajallah & Kevin Kam Fung So, 2021. "The Effect of Quality Cues on Travelers’ Demand for Peer-to-Peer Ridesharing: A Neglected Area of the Sharing Economy," Post-Print hal-03159662, HAL.
    33. Bakare, Bukola & Motuba, Diomo & Szmerekovsky, Joseph, 2022. "Do corporate social responsibility ratings have any effect on traffic congestion?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 98-119.
    34. Ryan W. Buell & Michael I. Norton, 2011. "The Labor Illusion: How Operational Transparency Increases Perceived Value," Management Science, INFORMS, vol. 57(9), pages 1564-1579, February.
    35. Yin, Kai & Wu, Jianjun & Wang, Weiping & Lee, Der-Horng & Wei, Yun, 2023. "An integrated resilience assessment model of urban transportation network: A case study of 40 cities in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    36. Lu, Qing-Chang, 2018. "Modeling network resilience of rail transit under operational incidents," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 227-237.
    37. Chengpeng Wan & Zaili Yang & Di Zhang & Xinping Yan & Shiqi Fan, 2018. "Resilience in transportation systems: a systematic review and future directions," Transport Reviews, Taylor & Francis Journals, vol. 38(4), pages 479-498, July.
    38. Kyung Sun (Melissa) Rhee & Jinyang Zheng & Youwei Wang & Yong Tan, 2023. "Value of Information Sharing via Ride-Hailing Apps: An Empirical Analysis," Information Systems Research, INFORMS, vol. 34(3), pages 1228-1244, September.
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