Publication Cover
Transportation Letters
The International Journal of Transportation Research
Volume 15, 2023 - Issue 9
486
Views
1
CrossRef citations to date
0
Altmetric
Research Article

Incorporating habitual effects into mode choice modeling in light of Mobility-as-a-Service in tourism transport : An empirical analysis in China

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon

References

  • Albert, G., and D. Mahalel. 2006. “Congestion Tolls and Parking Fees: A Comparison of the Potential Effect on Travel Behavior.” Transport Policy 13 (6): 496–502. doi:10.1016/j.tranpol.2006.05.007.
  • Anowar, S., S. Yasmin, and R. Tay. 2013. “Comparison of Crashes during Public Holidays and Regular Weekends.” Accident Analysis & Prevention 51: 93–97. doi:10.1016/j.aap.2012.10.021.
  • Bamberg, S., D. Rolle, and C. Weber. 2003. “Does Habitual Car Use Not Lead to More Resistance to Change of Travel Mode?” Transportation 30 (1): 97–108. doi:10.1023/A:1021282523910.
  • Bansal, P., Y. Liu, R. Daziano, and S. Samaranayake. 2019. “Impact of Discerning Reliability Preferences of Riders on the Demand for mobility-on-demand Services.” Transportation Letters: The International Journal of Transportation Research 12 (10): 677–681. doi:10.1080/19427867.2019.1691298.
  • Bao, Y., F. Xiao, Z. Gao, and Z. Gao. 2017. “Investigation of the Traffic Congestion during Public Holiday and the Impact of the toll-exemption Policy Transportation Research Part B.” Methodological 104: 58–81.
  • Berry, S., J. Levinsohn, and A. Pakes. 1995. “Automobile Prices in Market Equilibrium.” Econometrica 63 (4): 841–890. doi:10.2307/2171802.
  • Böhler, S., S. Grischkat, S. Haustein, and M. Hunecke. 2006. “Encouraging Environmentally Sustainable Holiday Travel.” Transportation Research Part A: Policy and Practice 40 (8): 652–670.
  • Bowles, S. 2008. “Policies Designed for self-interested Citizens May Undermine ‘The Moral Sentiments’: Evidence from Economic Experiments.” Science 320 (5883): 1605–1609. doi:10.1126/science.1152110.
  • Boyd, J. H., and R. E. Mellman. 1980. “The Effect of Fuel Economy Standards on the US Automotive Market: An Hedonic Demand Analysis.” Transportation Research Part A: General 14 (5–6): 367–378. doi:10.1016/0191-2607(80)90055-2.
  • 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.
  • Eriksson, L., J. Garvill, and A. Nordlund. 2008. “Interrupting Habitual Car Use: The Importance of Car Habit Strength and Moral Motivation for Personal Car Use Reduction.” Transportation Research Part F: Traffic Psychology and Behaviour 11 (1): 10–23. doi:10.1016/j.trf.2007.05.004.
  • Feneri, A. M., S. Rasouli, and H. J. P. Timmermans. 2020. “Modeling the Effect of mobility-as-a-service on Mode Choice Decisions.” Transportation Letters: The International Journal of Transportation Research 2: 1–8.
  • Gardner, B. 2009. “Modelling Motivation and Habit in Stable Travel Mode Contexts.” Transportation Research Part F: Traffic Psychology and Behaviour 12 (1): 68–76. doi:10.1016/j.trf.2008.08.001.
  • Gintis, H. 2009. The Bounds of Reason: Game Theory and the Unification of the Behavioral Sciences. Princeton University Press.
  • Guan, H. 2004. The Theoretical Foundation of Disaggregate Model. In Disaggregate model-a Tool for Traffic Behavior Analysis. Beijing, China: China Communication Press.
  • Guidon, S., M. Wicki, T. Bernauer, and K. Axhausen. 2020. “Transportation Service Bundling -for Whose Benefit? Consumer Valuation of Pure Bundling in the Passenger Transportation Market.” Transportation Research Part A: Policy and Practice 131: 91–106.
  • Han, Y., T. Zhang, and M. Wang. 2020. “Holiday Travel Behavior Analysis and Empirical Study with Integrated Travel Reservation Information usage[J].” Transportation Research Part A: Policy and Practice 134 (4): 130–151.
  • Harms, L., A. Durand, S. Hoogendoorn-Lanser, et al. 2016. Mobility as a Service-MaaS: Describing the Framework. Gothenburg, Sweden: RISE Viktoria.
  • Hensher, D. A., and W. H. Greene. 2002. “Specification and Estimation of the Nested Logit Model: Alternative Normalisations.” Transportation Research Part B 36 (1): 1–17. doi:10.1016/S0191-2615(00)00035-7.
  • Hess, S. 2007. “Posterior Analysis of Random Taste Coefficients in Air Travel Behaviour Modelling.” Journal of Air Transport Management 13 (4): 203–212. doi:10.1016/j.jairtraman.2007.03.004.
  • Hoang-Tung, N., A. Kojima, and H. Kubota. 2017. “Transformation from Intentions to Habits in Travel Behavior: An Awareness of a Mediated Form of Intention.” Transportation Research Part F: Traffic Psychology and Behaviour 49: 226–235. doi:10.1016/j.trf.2017.07.001.
  • Homeman, L., R. Carter, S. Wei, H. Ruys, et al. 2002. “Profiling the Senior Traveler: An Australian Perspective.” Journal of Travel Research 41 (1): 23–37. DOI:10.1177/004728750204100104.
  • Ho, C. Q., C. Mulley, and D. A. Hensher. 2020. “Public Preferences for Mobility as a Service: Insights from Stated Preference Surveys.” Transportation Research Part A: Policy and Practice 131: 70–90.
  • Huang, S., 2010. Study on travel mode choice behavior based on habitual decision. Ph.D. Thesis, Beijing University of Technology, China.
  • Jiao, Y. 2017. ““One Belt, One Road”: A New Pivot for Tourism to Leverage Cultural Resources.” Tourism Tribune 32 (5): 11–13.
  • Jittrapirom, P., V. Caiati, A. Feneri, S. Ebrahimigharehbaghi, M. J. A. González, J. Narayan, et al. 2017. “Mobility as a Service: A Critical Review of Definitions, Assessments of Schemes and Key Challenges.” Urban Planning 2 (2): 13–25. DOI:10.17645/up.v2i2.931.
  • Jou, R., D. Hensher, and T. Hsu. 2011. “Airport Ground Access Mode Choice Behavior after the Introduction of a New Mode: A Case Study of Taoyuan International Airport in Taiwan.” Transportation Research Part E: Logistics and Transportation Review 47 (3): 371–381. doi:10.1016/j.tre.2010.11.008.
  • Kamarginni, M., M. Matyas, W. Li, et al. 2018. The MaaS Dictionary. MaaSLab, Energy Institute, University College London.
  • Li, W., H. Guan, Y. Han, H. Zhu, and P. Zhao. 2021. “Accessibility of multi-mode Transport Facilities to Suburban Tourist Attractions: An Analysis Based on Meso- or Micro- Community Scale in Beijing.” Journal of Urban Planning and Development 147 (3): 04021026. doi:10.1061/(ASCE)UP.1943-5444.0000708.
  • Li, J., S. Jia, J. Qian, Y. Wang, and S. Zhang. 2018. “Intention Formation Mechanism in the Intercity Travel Mode Choice Influenced by the Habit.” Journal of Transportation Systems Engineering and Information Technology 18 (2): 7–12.
  • Lindberg, K., and K. Veisten. 2012. “Local and non-local Preferences for Nature Tourism Facility Development.” Tourism Management Perspectives 4: 215–222. doi:10.1016/j.tmp.2012.08.004.
  • Liu, J., and X. Hao. 2019. “Travel Mode Choice in City Based on Random Parameters Logit Model.” Journal of Transportation Systems Engineering and Information Technology 19 (5): 108–113.
  • McFadden, D. 1974. “Conditional Logit Analysis of Qualitative Choice Behavior.” In Frontiers in Econometrics, edited by P. Zarembka. New York, NY: Academic.
  • Mertens, L., D. Dyck, D. B, I. De Bourdeaudhuij, R. Brondeel, J. Van Cauwenberg, et al. 2019. “Individual, Social, and Physical Environmental Factors Related to Changes in Walking and Cycling for Transport among Older Adults: A Longitudinal Study”. Health and Place 55: 120–127. 10.1016/j.healthplace.2018.12.001.
  • Pagoni, I., M. Gatto, I. Tsouros, A. Tsirimpa, A. Polydoropoulou, G. Galli, and I. Stefanelli. 2020. “Mobility-as-a-service: Insights to Policymakers and Prospective MaaS Operators.” Transportation Letters: The International Journal of Transportation Research 2: 1–9.
  • Qu, X. 2018. Research on Family Traveling Interactive Behavior and Experience Value. China: Zhongnan University of Economics and Law.
  • Schikofsky, J., T. Dannewald, and M. Kowald. 2020. “Exploring Motivational Mechanisms behind the Intention to Adopt Mobility as a Service (Maas): Insights from Germany.” Transportation Research Part A: Policy and Practice 131: 296–312.
  • Setiawan, R., W. Santosa, and A. Sjafruddin. 2017. “The Effect of Students’ Car Access and Car Use Habits on Student Behavior to Reduce Using Cars for Traveling to Campus[J].” Procedia Engineering 171: 1454–1462. doi:10.1016/j.proeng.2017.01.468.
  • Sochor, J., M. A. Karlsson, and H. Stromberg. 2016. “Trying Out Mobility as a Service: Experiences from a Field Trial and Implications for Understanding Demand.” Transportation Research Record: Journal of the Transportation Research Board 2542 (1): 57–64. doi:10.3141/2542-07.
  • Storme, T., J. D. Vos, L. D. Paepe, and F. Witlox. 2020. “Limitations to the car-substitution Effect of MaaS. Findings from a Belgian Pilot Study.” Transportation Research Part A Policy and Practice 131: 196–205. doi:10.1016/j.tra.2019.09.032.
  • Varian, H. 1999. Intermediate Microeconomics: A Modern Approach. W.W. Norton.
  • Wang, B., C. Shao, J. Li, J. Weng, X. Ji, et al. 2015. “Holiday Travel Behavior Analysis and Empirical Study under Integrated Multimodal Travel Information Service”. Transport Policy 39: 21–36. 10.1016/j.tranpol.2014.12.005.
  • Waseem, M., A. Ahmed, and T. U. Saeed. 2019. “Factors Affecting Motorcyclists’ Injury Severities: An Empirical Assessment Using Random Parameters Logit Model with Heterogeneity in Means and Variances.” Accident Analysis & Prevention 123: 12–19. doi:10.1016/j.aap.2018.10.022.
  • Wolf, D. A. (1987). “A Random-Effects Logit Model for Panel Data”. IIASA Working Paper. IIASA, Laxenburg, Austria: 87–104
  • Ye, H., Y. Chen, and Y. Jia. 2013. Beyond Homo Economicus: Human Prosocial Behavior and Social Preference. Beijing: Higher Education Press.

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.