Publication Cover
Transportation Letters
The International Journal of Transportation Research
Volume 16, 2024 - Issue 5
155
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Exploring college students’ purchasing strategies for trip ticket in Chinese Spring Festival using a sequential stated adaptation experiment: three comparative modeling approaches

ORCID Icon &
Pages 476-490 | Received 02 Dec 2022, Accepted 18 Apr 2023, Published online: 25 Apr 2023

References

  • Aizaki, H. 2012. “Basic Functions for Supporting an Implementation of Choice Experiments in R.” Journal of Statistical Software 50 (Code Snippet 2). doi:10.18637/jss.v050.c02.
  • Bhat, C. R. 2003. “Simulation Estimation of Mixed Discrete Choice Models Using Randomized and Scrambled Halton Sequences.” Transportation Research Part B: Methodological 37 (9): 837–855. doi:10.1016/S0191-2615(02)00090-5.
  • Bierlaire, M. 2006. “A Theoretical Analysis of the Cross-Nested Logit Model.” Annals of Operations Research 144 (1): 287–300. doi:10.1007/s10479-006-0015-x.
  • Braaten, E., and G. Weller. 1979. “An Improved Low-Discrepancy Sequence for Multidimensional Quasi-Monte Carlo Integration.” Journal of Computational Physics 33 (2): 249–258. doi:10.1016/0021-9991(79)90019-6.
  • Caiati, V., S. Rasouli, and H. Timmermans. 2020. “Bundling, Pricing Schemes and Extra Features Preferences for Mobility as a Service: Sequential Portfolio Choice Experiment.” Transportation Research Part A: Policy and Practice 131: 123–148. doi:10.1016/j.tra.2019.09.029.
  • Chen, Z. 2017. “Impacts of High-Speed Rail on Domestic Air Transportation in China.” Journal of Transport Geography 62: 184–196. doi:10.1016/j.jtrangeo.2017.04.002.
  • Henningsen, A., and O. Toomet. 2011. “maxLik: A Package for Maximum Likelihood Estimation in R.” Computational Statistics 26 (3): 443–458. doi:10.1007/s00180-010-0217-1.
  • Hensher, D. A., J. M. Rose, and W. H. Greene. 2015. Applied Choice Analysis. 2nd ed. Cambridge: Cambridge University Press.
  • Kim, J., S. Rasouli, and H. J. P. Timmermans. 2014. “Expanding Scope of Hybrid Choice Models Allowing for Mixture of Social Influences and Latent Attitudes: Application to Intended Purchase of Electric Cars.” Transportation Research Part A: Policy and Practice 69: 71–85. doi:10.1016/j.tra.2014.08.016.
  • Kim, J., S. Rasouli, and H. J. P. Timmermans. 2017. “Investigating Heterogeneity in Social Influence by Social Distance in Car-Sharing Decisions Under Uncertainty: A Regret-Minimizing Hybrid Choice Model Framework Based on Sequential Stated Adaptation Experiments.” Transportation Research Part C: Emerging Technologies 85: 47–63. doi:10.1016/j.trc.2017.09.001.
  • Koppelman, F. S., and C. R. Bhat. 2006. “A Self Instructing Course in Mode Choice Modeling: Multinomial and Nested Logit Models.”
  • Koppelman, F., and C. -H. Wen. 1998. “Alternative Nested Logit Models: Structure, Properties and Estimation.” Transportation Research Part B: Methodological 32 (5): 289–298. doi:10.1016/S0191-2615(98)00003-4.
  • Lai, J., and J. Pan. 2020. “China’s City Network Structural Characteristics Based on Population Flow During Spring Festival Travel Rush: Empirical Analysis of “Tencent Migration” Big Data.” Journal of Urban Planning and Development 146 (2): 04020018. doi:10.1061/(ASCE)UP.1943-5444.0000581.
  • Lin, X., Y. O. Susilo, C. Shao, and C. Liu. 2018. “The Implication of Road Toll Discount for Mode Choice: Intercity Travel During the Chinese Spring Festival Holiday.” Sustainability 10 (8): 2700. doi:10.3390/su10082700.
  • Li, J., Q. Ye, X. Deng, Y. Liu, and Y. Liu. 2016. “Spatial-Temporal Analysis on Spring Festival Travel Rush in China Based on Multisource Big Data.” Sustainability 8 (11): 1184. doi:10.3390/su8111184.
  • Louviere, J. J., D. A. Hensher, and J. Swait. 2000. Stated Choice Methods: Analysis and Applications. New York: Cambridge University Press.
  • Pan, X. 2021. “Investigating College students’ Choice of Train Trips for Homecoming During the Spring Festival Travel Rush in China: Results from a Stated Preference Approach.” Transportation Letters: The International Journal of Transportation Research 13 (1): 36–44. doi:10.1080/19427867.2019.1700012.
  • Pan, X., and S. Liu. 2022. “Modeling Travel Choice Behavior with the Concept of Image: A Case Study of College students’ Choice of Homecoming Train Trips During the Spring Festival Travel Rush in China.” Transportation Research Part A: Policy and Practice 155: 247–258. doi:10.1016/j.tra.2021.11.019.
  • Pan, X., S. Rasouli, and H. Timmermans. 2021. “Investigating Tourist Destination Choice: Effect of Destination Image from Social Network Members.” Tourism Management 83: 104217. doi:10.1016/j.tourman.2020.104217.
  • Pan, X., S. Rasouli, and H. J. P. Timmermans. 2019. “Modeling Social Influence Using Sequential Stated Adaptation Experiments: A Study of City Trip Itinerary Choice.” Transportation Research Part A: Policy and Practice 130: 652–672. doi:10.1016/j.tra.2019.10.007.
  • Scarpa, R., S. Ferrini, and K. Willis. 2005. “Performance of error component models for status-quo effects in choice experiments“. In Applications of Simulation Methods in Environmental and Resource Economics, edited byR. Scarpa, A. Alberini, 247–273. the Netherlands: Springer.
  • Train, K. E. 2009. Discrete Choice Methods with Simulation. 2nd ed. New York: Cambridge University Press.
  • Wang, J., J. Huang, and Y. Jing. 2020. “Competition Between High-Speed Trains and Air Travel in China: From a Spatial to Spatiotemporal Perspective.” Transportation Research Part A: Policy and Practice 133: 62–78. doi:10.1016/j.tra.2019.12.030.
  • Wang, L., Q. Zhang, Y. Cai, J. Zhang, and Q. Ma. 2013. “Simulation Study of Pedestrian Flow in a Station Hall During the Spring Festival Travel Rush.” Physica A: Statistical Mechanics and Its Applications 392 (10): 2470–2478. doi:10.1016/j.physa.2013.01.044.
  • Wen, C. -H., and F. Koppelman. 2001. “The Generalized Nested Logit Model.” Transportation Research Part B: Methodological 35 (7): 627–641. doi:10.1016/S0191-2615(00)00045-X.
  • Xu, J., A. Li, D. Li, Y. Liu, Y. Du, T. Pei, T. Ma, and C. Zhou. 2017. “Difference of Urban Development in China from the Perspective of Passenger Transport Around Spring Festival.” Applied Geography 87: 85–96. doi:10.1016/j.apgeog.2017.07.014.
  • Yang, C. W., and H. -C. Wang. 2017. “A Comparison of Flight Routes in a Dual-Airport Region Using Overlapping Error Components and a Cross-Nested Structure in GEV Models.” Transportation Research Part A: Policy and Practice 95: 85–95. doi:10.1016/j.tra.2016.11.006.
  • Zhang, R., D. Johnson, W. Zhao, and C. Nash. 2019. “Competition of Airline and High-Speed Rail in Terms of Price and Frequency: Empirical Study from China.” Transport Policy 78: 8–18. doi:10.1016/j.tranpol.2019.03.008.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.