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Modeling the acceptance of taxi owners and drivers to operate premium electric taxis: Policy insights into improving taxi service quality and reducing air pollution

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  • Yang, W.H.
  • Wong, R.C.P.
  • Szeto, W.Y.

Abstract

Taxis are the main contributor to the emissions of roadside pollutants and greenhouse gases. Many studies have shown that electrifying the taxi fleet is effective in reducing roadside pollution and carbon footprint. However, high ownership cost of electric taxis, limited driving range, and availability of chargers are constraining their deployment. Government subsidy has been sought for in many applications, yet the required amount can be enormous and remains infeasible in many jurisdictions. To address these issues, electric taxis are proposed to provide premium services and let all stakeholders share the financial input. That is, a higher fare will be charged to the taxi customers for a higher service quality. The taxi drivers with higher incomes will be able to pay more to rent the electric taxis. With an increase of rental income to the taxi owners, fewer financial incentives from the government will be required. This study aims to uncover the factors underpinning how taxi owners and drivers choose between conventional taxis and the proposed premium electric taxis. Stated-preference surveys were conducted in Hong Kong, and two separate binary logistic regression models were calibrated accordingly. It was found that the (subsidized) vehicle purchase price, rental income, and battery lifespan were influential to the owners, while fare income, the rental cost, the access time to chargers, and the range per charge significantly affected taxi drivers’ decisions. An equilibrium model with an iterative solution procedure is proposed to illustrate the interactions between the stakeholders and predict the changes in percentage-of-switch under different policy settings. Policy implications to improve taxi service and reduce roadside emissions and pollution are hence discussed.

Suggested Citation

  • Yang, W.H. & Wong, R.C.P. & Szeto, W.Y., 2018. "Modeling the acceptance of taxi owners and drivers to operate premium electric taxis: Policy insights into improving taxi service quality and reducing air pollution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 581-593.
    • Handle: RePEc:eee:transa:v:118:y:2018:i:c:p:581-593
    DOI: 10.1016/j.tra.2018.10.011
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    as
    1. Lo, Kin & Ramos, Felipe & Rogo, Rafael, 2017. "Earnings management and annual report readability," Journal of Accounting and Economics, Elsevier, vol. 63(1), pages 1-25.
    2. Rayle, Lisa & Dai, Danielle & Chan, Nelson & Cervero, Robert & Shaheen, Susan, 2016. "Just a better taxi? A survey-based comparison of taxis, transit, and ridesourcing services in San Francisco," Transport Policy, Elsevier, vol. 45(C), pages 168-178.
    3. Tommy Carpenter & Andrew Curtis & S. Keshav, 2014. "The return on investment for taxi companies transitioning to electric vehicles," Transportation, Springer, vol. 41(4), pages 785-818, July.
    4. Larson, Paul D. & Viáfara, Jairo & Parsons, Robert V. & Elias, Arne, 2014. "Consumer attitudes about electric cars: Pricing analysis and policy implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 299-314.
    5. The Food Industry Center, University of Minnesota, 2017. "The Food Industry Center 2017 Annual Report," Annual Reports 259766, University of Minnesota, The Food Industry Center.
    6. Bonges, Henry A. & Lusk, Anne C., 2016. "Addressing electric vehicle (EV) sales and range anxiety through parking layout, policy and regulation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 63-73.
    7. Yang, Jie & Dong, Jing & Hu, Liang, 2018. "Design government incentive schemes for promoting electric taxis in China," Energy Policy, Elsevier, vol. 115(C), pages 1-11.
    8. Gao, H. Oliver & Kitirattragarn, Vincent, 2008. "Taxi owners' buying preferences of hybrid-electric vehicles and their implications for emissions in New York City," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(8), pages 1064-1073, October.
    9. Wong, R.C.P. & Szeto, W.Y. & Yang, Linchuan & Li, Y.C. & Wong, S.C., 2018. "Public transport policy measures for improving elderly mobility," Transport Policy, Elsevier, vol. 63(C), pages 73-79.
    10. Wong, K.I. & Wong, S.C. & Yang, Hai & Wu, J.H., 2008. "Modeling urban taxi services with multiple user classes and vehicle modes," Transportation Research Part B: Methodological, Elsevier, vol. 42(10), pages 985-1007, December.
    11. Steinhilber, Simone & Wells, Peter & Thankappan, Samarthia, 2013. "Socio-technical inertia: Understanding the barriers to electric vehicles," Energy Policy, Elsevier, vol. 60(C), pages 531-539.
    12. Schaller, Bruce, 2007. "Entry controls in taxi regulation: Implications of US and Canadian experience for taxi regulation and deregulation," Transport Policy, Elsevier, vol. 14(6), pages 490-506, November.
    13. Zou, Yuan & Wei, Shouyang & Sun, Fengchun & Hu, Xiaosong & Shiao, Yaojung, 2016. "Large-scale deployment of electric taxis in Beijing: A real-world analysis," Energy, Elsevier, vol. 100(C), pages 25-39.
    14. Rayle, Lisa & Dai, Danielle & Chan, Nelson & Cervero, Robert & Shaheen, Susan PhD, 2016. "Just A Better Taxi? A Survey-Based Comparison of Taxis, Transit, and Ridesourcing Services in San Francisco," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt60v8r346, Institute of Transportation Studies, UC Berkeley.
    15. Frances C. Moore & Delavane B. Diaz, 2015. "Temperature impacts on economic growth warrant stringent mitigation policy," Nature Climate Change, Nature, vol. 5(2), pages 127-131, February.
    16. Jia, Ning & Li, Liying & Ling, Shuai & Ma, Shoufeng & Yao, Wang, 2018. "Influence of attitudinal and low-carbon factors on behavioral intention of commuting mode choice – A cross-city study in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 108-118.
    17. Zhao, Wei & Xu, Liangjie & Dong, Zhijie Sasha & Qi, Bozhao & Qin, Lingqiao & BinRan,, 2018. "Improving transfer feasibility for older travelers inside high-speed train station," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 302-317.
    18. Wong, R.C.P. & Szeto, W.Y., 2018. "An alternative methodology for evaluating the service quality of urban taxis," Transport Policy, Elsevier, vol. 69(C), pages 132-140.
    19. Frances C. Moore & Delavane B. Diaz, 2015. "Erratum: Temperature impacts on economic growth warrant stringent mitigation policy," Nature Climate Change, Nature, vol. 5(3), pages 280-280, March.
    20. Hao, Han & Ou, Xunmin & Du, Jiuyu & Wang, Hewu & Ouyang, Minggao, 2014. "China’s electric vehicle subsidy scheme: Rationale and impacts," Energy Policy, Elsevier, vol. 73(C), pages 722-732.
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    3. Luis Oliveira & Arun Ulahannan & Matthew Knight & Stewart Birrell, 2020. "Wireless Charging of Electric Taxis: Understanding the Facilitators and Barriers to Its Introduction," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    4. Zhou, Min & Long, Piao & Kong, Nan & Zhao, Lindu & Jia, Fu & Campy, Kathryn S., 2021. "Characterizing the motivational mechanism behind taxi driver’s adoption of electric vehicles for living: Insights from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 134-152.
    5. Scorrano, Mariangela & Danielis, Romeo & Giansoldati, Marco, 2020. "Mandating the use of the electric taxis: The case of Florence," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 402-414.

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