Abstract
While metro disruptions can have a significant impact to the travel patterns and behavior of users, research on that topic has been limited. Using Athens, Greece, as a study case, this paper combines information on traveler experiences and perceptions and attempts to model mode choice during a long-run metro service disruption. A Nested Logit (NL) approach for jointly analyzing RP/SP data is applied and compared to individual RP and SP based MNL models. Findings suggest that the propensity to shift to buses or cars in such cases depends—to a large extent—on the travelers’ available income. Also, the possibility of a flexible work schedule is negatively correlated with the choice of using a car during metro closures. Finally, the overall performance of the joint RP/SP Nested Logit model has been found to be superior to that of the joint RP/SP MNL model.

Similar content being viewed by others
References
Accent (2010). Review of Stated Preference and Willingness to Pay Methods. UK Competition Commission. http://webarchive.nationalarchives.gov.uk + http://www.competition-commission.org.uk/our_role/analysis/summary_and_report_combined.pdf. Accessed June 2014
Atasoy, B., Bierlaire, M.: An Air Itinerary Choice Model based on a Mixed RP/SP Dataset. Technical Report TRANSP-OR 120426 Ecole Polytechnique Fédérale de Lausanne (2012)
Ben-Akiva, M., Morikawa, T.: Estimation of switching models from revealed preferences and stated intentions. Transp Res A 24, 485–495 (1990)
Bhat, C.R.: A heteroskedastic extreme value model of intercity travel mode choice. Transp. Res. B 29, 471–483 (1995)
Bhat, C.R.: Accommodating flexible substitution patterns in multi-dimensional choice modelling: formulation and application to travel mode and departure time choice. Transp. Res. B 32, 441–516 (1998)
Blumstein, A., Miller, H.: Making do: the effects of a mass transit strike on travel behavior. Transportation 11, 361–382 (1983)
Dhar, R.: Consumer preference for a no-choice option. J. Cons. Res. 24, 215–231 (1997)
Dhar, R., Simonson, J.: The effect of forced choice on choice. J. Mark. Res. 40, 146–160 (2003)
Dissanayake, D.: Urban Transport Policy Analysis for Developing Countries Considering Household Choices of Modes, Trip Chaining and Vehicle Ownership. Dissertation Nagoya University (2001)
Dissanayake, D., Morikawa, T.: Travel Demand Models with the RP/SP Combining Technique for the Developing Countries. Proc International Conference CODATU IX, Mexico, pp 103–107 (2000)
Dissanayake, D., Morikawa, T.: A combined RP/SP nested logit model to investigate household decisions on vehicle usage, Mode choice and trip chaining. J. East Asia Soc. Transp. Stud. 4, 235–244 (2001)
Heiss, F.: Structural choice analysis with nested logit models. Stata J. 2, 227–252 (2002)
Hensher, D.A., Rose, J.M., Greene, W.H.: Applied Choice Analysis. A Primer. Cambridge University Press, Cambridge (2005)
Lo, S., Hall, R.: Effects of the Los Angeles transit strike on highway congestion. Transp. Res. A 40, 903–917 (2006)
Mabit, S.L.: RP/SP Estimation including Reference-Dependent Preferences. In: Proceedings of 38th European Transport Conference, Glasgow (2010)
Mannering, F., Murakami, E., Kim, S.: Temporal stability of travelers’ activity choice and home-stay duration: some empirical evidence. Transportation 21, 371–392 (1994)
Milakis, D., Athanasopoulos, K., Vafeiadis, E., Vasileiadis, K., Vlastos, T.: Planning of the Athens metropolitan cycle network using participative multicriteria GIS analysis. Proc. Soc. Behav. Sci. 48, 816–826 (2012)
Morikawa T.: Incorporating Stated Preference Data in Travel Demand Analysis. Dissertation Massachusetts Institute of Technology (1989)
Oum, T.H., Dodgson, J.S., Hensher, D.A., Morrison, S.A., Nash, C.A., Small, K.A., Waters, I.I.: WG. Selected Readings. Harwood Academic Publishers Switzerland, Transp. Econ. (1997)
Pnevmatikou, A.M., Karlaftis, M.G.: Demand changes from metro line closures. In: Proceedings 39th European Transport Conference Glasgow (2011)
Pnevmatikou, A.M., Karlaftis, M.G.: Subway closures and traveler alternative mode choices: an empirical investigation. Advances in Transportation Studies 31, 35–52 (2013)
Polydoropoulou, A., Ben-Akiva, M.: Combined RP/SP nested logit access/mode choice model for multiple mass transit technologies. Transp. Res. Rec. 1771, 38–45 (2000)
Sobel, K.: Travel demand forecasting by using the nested multinomial logit model. Transp. Res. Record 775, 48–55 (1980)
Talvitie, A.: Planning model for transportation corridors. Transp. Res. Rec. 673, 106–112 (1978)
Train, K., Wilson, W.: Monte Carlo analysis of SP-off-RP data. J. Choice Model 2, 101–117 (2009)
van Exel, N., Rietveld, P.: Public transport strikes and traveler behaviour. Transp. Policy 8, 237–246 (2001)
van Exel, N., Rietvield, P.: When strike comes to town: anticipated and actual behavioral reactions to a one-day, pre-announced, complete rail strike in the Netherlands. Transp. Res. A 43, 526–535 (2009)
Zhu, S., Tilahun, N., He, X., Levinson, D.: Travel impacts and adjustment strategies of the collapse and the reopening of I-35W bridge. In: Levinson, D., Liu, H., Bell, M. (eds.) Network Reliability in Practice, pp. 5–20. Springer, New York (2011)
Acknowledgments
This paper is devoted to Prof. Matthew Karlaftis, who met an untimely death in June, 2014. This work is part of research co-financed by the European Union (European Social Fund—ESF) and the Hellenic National Funds, through the Operational Program “Education and Lifelong Learning” of the National Strategic Reference Framework (NSRF)—Research Funding Program “Aristeia I”.
Author information
Authors and Affiliations
Corresponding authors
Rights and permissions
About this article
Cite this article
Pnevmatikou, A.M., Karlaftis, M.G. & Kepaptsoglou, K. Metro service disruptions: how do people choose to travel?. Transportation 42, 933–949 (2015). https://doi.org/10.1007/s11116-015-9656-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11116-015-9656-4


