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Impacts of congestion pricing and reward strategies on automobile travelers’ morning commute mode shift decisions

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  • Li, Yaping
  • Guo, Yuntao
  • Lu, Jian
  • Peeta, Srinivas

Abstract

This paper studies the impacts of congestion pricing and reward strategies on automobile travelers’ morning commute mode shift decisions using stated preference travel mode choice data of over 1000 automobile travelers collected in Beijing inner districts. To address the complex impacts of these strategies on automobile travelers, a stage-based model framework is developed to analyze their mode shift decision-making process (whether they will shift from using automobile to public transit, biking or walking or continue using automobile) under these strategies. Four multilevel structural equation models are created for participants using automobile (personal vehicle and/or taxi) as the most common mode of transportation (hereafter referred to as “more habitual automobile travelers”) and those using automobile as second most common mode (hereafter referred to as “less habitual automobile travelers”) under each strategy. Model estimation results show that the impacts of latent psychological factors on mode shift decisions under congestion pricing and reward strategies are significantly different between more and less habitual automobile travelers. The results also show that congestion pricing strategies are more effective than reward strategies in promoting mode shifts among more habitual automobile travelers, while the opposite is observed for less habitual automobile travelers. This study provides insights for designing congestion pricing and reward strategies and illustrates the importance of developing complementary modules that target numerous factors in different stages of the mode shift decision-making process to effectively promote mode shifts from automobile to sustainable travel modes in China.

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  • Li, Yaping & Guo, Yuntao & Lu, Jian & Peeta, Srinivas, 2019. "Impacts of congestion pricing and reward strategies on automobile travelers’ morning commute mode shift decisions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 72-88.
    • Handle: RePEc:eee:transa:v:125:y:2019:i:c:p:72-88
    DOI: 10.1016/j.tra.2019.05.008
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    1. Sengupta, Raja & Walker, Joan L., 2015. "Quantified Traveler: Travel Feedback Meets the Cloud to Change Behavior," University of California Transportation Center, Working Papers qt2vw4n4zc, University of California Transportation Center.
    2. Fabio Grazi & Jeroen C.J.M. van den Bergh & Jos N. van Ommeren, 2008. "An Empirical Analysis of Urban Form, Transport, and Global Warming," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 97-122.
    3. Börjesson, Maria & Eliasson, Jonas & Hamilton, Carl, 2016. "Why experience changes attitudes to congestion pricing: The case of Gothenburg," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 1-16.
    4. repec:elg:eechap:15612_10 is not listed on IDEAS
    5. Karlström, Anders & Franklin, Joel P., 2009. "Behavioral adjustments and equity effects of congestion pricing: Analysis of morning commutes during the Stockholm Trial," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(3), pages 283-296, March.
    6. Yuntao Guo & Srinivas Peeta & Fred Mannering, 2016. "Rail-truck multimodal freight collaboration: a statistical analysis of freight-shipper perspectives," Transportation Planning and Technology, Taylor & Francis Journals, vol. 39(5), pages 484-506, July.
    7. Fu, Tat & Mundorf, Norbert & Paiva, Andrea & Prochaska, James, 2012. "Promoting behavior change among Campus commuters," 53rd Annual Transportation Research Forum, Tampa, Florida, March 15-17, 2012 207111, Transportation Research Forum.
    8. Schall, Dominik L. & Mohnen, Alwine, 2017. "Incentivizing energy-efficient behavior at work: An empirical investigation using a natural field experiment on eco-driving," Applied Energy, Elsevier, vol. 185(P2), pages 1757-1768.
    9. Onwezen, Marleen C. & Antonides, Gerrit & Bartels, Jos, 2013. "The Norm Activation Model: An exploration of the functions of anticipated pride and guilt in pro-environmental behaviour," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 141-153.
    10. Tillema, Taede & Ben-Elia, Eran & Ettema, Dick & van Delden, Janet, 2013. "Charging versus rewarding: A comparison of road-pricing and rewarding peak avoidance in the Netherlands," Transport Policy, Elsevier, vol. 26(C), pages 4-14.
    11. Linn, Joshua & Wang, Zhongmin & Xie, Lunyu, 2016. "Who will be affected by a congestion pricing scheme in Beijing?," Transport Policy, Elsevier, vol. 47(C), pages 34-40.
    12. Link, Heike, 2015. "Is car drivers’ response to congestion charging schemes based on the correct perception of price signals?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 71(C), pages 96-109.
    13. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 69(2), pages 167-190, June.
    Full references (including those not matched with items on IDEAS)

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