Happiness and travel mode switching: Findings from a Swiss public transportation experiment

Transport Policy

Volumn 19, Issue 1, 2012, Pages 93-104

  Abou Zeid, Maya ^a   Witter, Regina ^b   Bierlaire, Michel ^b   Kaufmann, Vincent ^b   Ben Akiva, Moshe ^c  

^a AMERICAN UNIVERSITY OF BEIRUT   (Lebanon)

^b EPFL   (Switzerland)

^c Massachusetts Institute of Technology Cambridge   (United States)

Author keywords

Dynamics of travel satisfaction; Hedonic treadmill; Mode switching; Reference points; Travel behavior modification; Travel well being

Indexed keywords

COGNITION; JOURNEY TO WORK; MODELING; PUBLIC TRANSPORT; TRANSPORTATION MODE; TRANSPORTATION POLICY; TRAVEL BEHAVIOR;

SWITZERLAND;

EID: 80053367629     PISSN: 0967070X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tranpol.2011.09.009     Document Type: Article

References (84)

1. Abou-Zeid, M., 2009. Measuring and Modeling Activity and Travel Well-Being. Ph.D. Thesis. Massachusetts Institute of Technology, USA.
2. Abou-Zeid M., Ben-Akiva M. The effect of social comparisons on commute well-being. Transportation Research Part A 2011, 45(4):345-361.
3. Abou-Zeid, M., Ben-Akiva, M., 2010. A model of travel happiness and mode switching. In: Hess, S., Daly, A. (Eds.), Choice Modelling: The State-of-the-Art and the State-of-Practice (Proceedings from the Inaugural International Choice Modelling Conference), pp. 289-306 (Emerald).
4. Abou-Zeid M., Ben-Akiva M., Tierney K., Buckeye K., Buxbaum J. Minnesota pay-as-you-drive pricing experiment. Transportation Research Record: Journal of the Transportation Research Board 2008, 2079:8-14.
5. Anable J. Complacent car addicts or aspiring environmentalists? Identifying travel behaviour segments using attitude theory. Transport Policy 2005, 12:65-78.
6. Apel D., Lehmbrock M. Stadtverträglische Verkehrsplanung Chancen zur Steuerung des Autoverkehrs durch Parkraum Konzepte und Bewirtschaftung 1990, Deutsches Institut für Urbanistik.
7. Athanassopoulos A.D. Customer satisfaction cues to support market segmentation and explain switching behavior. Journal of Business Research 2000, 47:191-207.
8. Avineri E. The effect of reference point on stochastic network equilibrium. Transportation Science 2006, 40(4):409-420.
9. Avineri E., Bovy P.H.L. Identification of parameters for a prospect theory model for travel choice analysis. Transportation Research Record: Journal of the Transportation Research Board 2008, 2082:141-147.
10. Avineri E., Prashker J.N. Violations of expected utility theory in route-choice stated preferences: certainty effect and inflation of small probabilities. Transportation Research Record: Journal of the Transportation Research Board 2004, 1894:222-229.
11. Bachman W., Katzev R. The effects of non-contingent free bus tickets and personal commitment on urban bus ridership. Transportation Research Part A 1982, 16(2):103-108.
12. Block-Schachter, D., 2009. The Myth of the Single Mode Man: How the Mobility Pass Better Meets Actual Travel Demand. Master's Thesis. Massachusetts Institute of Technology, USA.
13. Brickman P., Campbell D.T. Hedonic relativism and planning the good society. Adaptation Level Theory: A Symposium 1971, 287-302. Academic Press, New York. M.H. Appley (Ed.).
14. Brickman P., Coates D., Janoff-Bulman R. Lottery winners and accident victims: is happiness relative?. Journal of Personality and Social Psychology 1978, 37:917-927.
15. Brög, W., Erl, E., 1996. Can daily mobility be reduced or transferred to other modes? Presented at the European Conference of Ministers of Transport. Round Table 102. March 1996, Paris, France.
16. Handbook on the Economics of Happiness 2007, Edward Elgar Publishing. L. Bruni, P.L. Porta (Eds.).
17. De Witte A., Macharisk C., Mairesse O. How persuasive is 'free' public transport?: a survey among commuters in the Brussels Capital Region. Transport Policy 2008, 15(4):216-224.
18. Diener E., Fujita F. Social comparisons and subjective well-being. Health, Coping, and Well-Being: Perspectives from Social Comparison Theory 1997, 329-357. Erlbaum, Mahwah, New Jersey. B. Buunk, F.X. Gibbons (Eds.).
19. Doherty S.T. How far in advance are activities planned? Measurement challenges and analysis. Transportation Research Record: Journal of the Transportation Research Board 2005, 1926:41-49.
20. Dolan P., White M. Dynamic well-being: connecting indicators of what people anticipate with indicators of what they experience. Social Indicators Research 2006, 75:303-333.
21. Duarte, A., Garcia, C., Giannarakis, G., Limão, S., Polydoropoulou, A., Litinas, N., 2009a. New Approaches in Transportation Planning: Happiness and Transport Economics. NETNOMICS: Economic Research and Electronic Networking. Special Issue on Design and Evaluation of Transportation Networks. doi:10.1007/s11066-009-9037-2.
22. Duarte, A., Garcia, C., Limão, S., Polydoropoulou, A., 2008. Happiness in transport decision making-the Swiss sample. Paper Presented at the Eighth Swiss Transport Research Conference. Monte Verità, Ascona, Switzerland.
23. Duarte, A., Garcia, C., Limão, S., Polydoropoulou, A., 2009b Experienced and expected happiness in transport mode decision making process. Paper Presented at the 88th Annual Meeting of the Transportation Research Board. January 2009, Washington, D.C.
24. Eriksson L., Garvill J., Nordlund A.M. Interrupting habitual car use: the importance of car habit strength and moral motivation for personal car use reduction. Transportation Research Part F 2008, 11:10-23.
25. Ettema D., Gärling T., Eriksson L., Friman M., Olsson L.E., Fujii S. Satisfaction with travel and subjective well-being: development and test of a measurement tool. Transportation Research Part F 2011, 14(3):167-175.
26. Everett P.B., Hayward S.C., Meyers A.W. The effects of a token reinforcement procedure on bus ridership. Journal of Applied Behavior Analysis 1974, 7(1):1-9.
27. Flamm, M., 2004. Comprendre le Choix Modal. Ph.D. Thesis. Ecole Polytechnique Fédérale de Lausanne, Switzerland.
28. Flamm M., Kaufmann V. Operationalising the concept of motility. A qualitative study. Mobilities 2006, 1(2):167-189.
29. Foxx R.M., Hake D.F. Gasoline conservation: a procedure for measuring and reducing the driving of college students. Journal of Applied Behavior Analysis 1977, 10(1):61-74.
30. Friman M., Gärling T. Frequency of negative critical incidents and satisfaction with public transport services. II. Journal of Retailing and Consumer Services 2001, 8:105-114.
31. Friman M., Edvardsson B., Gärling T. Frequency of negative critical incidents and satisfaction with public transport services. I. Journal of Retailing and Consumer Services 2001, 8:95-104.
32. Fujii S., Kitamura R. What does a one-month free bus ticket do to habitual drivers? An experimental analysis of habit and attitude change. Transportation 2003, 30:81-95.
33. Fujii S., Taniguchi A. Determinants of the effectiveness of travel feedback programs-a review of communicative mobility management measures for changing travel behaviour in Japan. Transport Policy 2006, 13:339-348.
34. Gärling T., Axhausen K.W. Introduction: habitual travel choice. Transportation 2003, 30:1-11.
35. Healey J., Picard R. Detecting stress during real-world driving tasks using physiological sensors. IEEE Transactions on Intelligent Transportation Systems 2005, 6(2):156-166.
36. Hennessy D.A., Wiesenthal D.L. The relationship between traffic congestion, driver stress and direct versus indirect coping behaviours. Ergonomics 1997, 40(3):348-361.
37. Jakobsson Bergstad C., Gamble A., Gärling T., Hagman O., Polk M., Ettema D., Friman M., Olsson L.E. Subjective well-being related to satisfaction with daily travel. Transportation 2011, 38:1-15.
38. Kahneman D. Experienced utility and objective happiness: a moment-based approach. Choices, Values, and Frames 2000, 673-692. Cambridge University Press, New York. D. Kahneman, A. Tversky (Eds.).
39. Well-Being: the Foundations of Hedonic Psychology 1999, Russell Sage, New York. D. Kahneman, E. Diener, N. Schwarz (Eds.).
40. Kahneman D., Fredrickson B., Schreiber C.M., Redelmeier D. When more pain is preferred to less: adding a better end. Psychological Science 1993, 4(6):401-405.
41. Kahneman D., Tversky A. Prospect theory: an analysis of decision under risk. Econometrica 1979, 47(2):263-291.
42. Kahneman D., Wakker P.P., Sarin R. Back to Bentham? Explorations of experienced utility. The Quarterly Journal of Economics 1997, 112(2):375-405.
43. Kaufmann V. Temps et pratiques modales: le plus court est-il le mieux?. Recherche Transport Sécurité (RTS) 2002, 75:131-143.
44. Kaufmann V., Jemelin C., Pflieger G., Pattaroni L. Socio-political analysis of French transport policies: the state of the practices. Transport Policy 2008, 15(1):12-22.
45. Kaufmann V., Sager F. Co-ordination of the local policies for urban development and public transportation in four Swiss cities. Journal of Urban Affairs 2006, 28(4):353-373.
46. Kenyon S., Lyons G. The value of integrated multimodal traveller information and its potential contribution to modal change. Transportation Research Part F 2003, 6(1):1-21.
47. Kluger A.N. Commute variability and strain. Journal of Organizational Behavior 1998, 19(2):147-165.
48. Koslowsky M., Aizer A., Krausz M. Stessor and personal variables in the commuting experience. International Journal of Manpower 1996, 17(3):4-14.
49. Koslowsky M., Kluger A.N., Reich M. Commuting Stress: Causes, Effects, and Methods of Coping 1995, Plenum Press, New York.
50. Lazarus R., Lazarus B.N. Passion and Reason: Making Sense of Our Emotions 1996, Oxford University Press, USA.
51. Litman T. Valuing transit service quality improvements. Journal of Public Transportation 2008, 11(2):43-64.
52. Loewenstein G., Schkade D. Wouldn't it be nice? Predicting future feelings. Well-Being: The Foundations of Hedonic Psychology 1999, 85-105. Russell Sage, New York. D. Kahneman, E. Diener, N. Schwarz (Eds.).
53. Lucas J.L., Heady R.B. Flextime commuters and their driver stress, feelings of time urgency, and commute satisfaction. Journal of Business and Psychology 2002, 16(4):565-571.
54. Matthies E., Klöckner C.A., Preßner C.L. Applying a modified moral decision making model to change habitual car use: how can commitment be effective?. Applied Psychology: An International Review 2006, 55(1):91-106.
55. Metropolitan Council, 2007. Transit Customer Satisfaction Remains Strong, Survey Says. Available online: (accessed on 15.02.11.). http://www.metrocouncil.org/Directions/transit/transit2007/surveyMar07.htm.
56. Muñoz Zúñiga, C., Budinich Aparicio, B., 2010. Levantamiento Etnografico Pasajeros Transantiago. Report prepared for the Transantiago, Santiago de Chile.
57. Newman P., Thornley A. Urban Planning in Europe 1996, Routledge, London.
58. Oliver R.L. Effect of expectation and disconfirmation on postexposure product evaluations: an alternative interpretation. Journal of Applied Psychology 1977, 62(4):480-486.
59. Oliver R.L. A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research 1980, 17(4):460-469.
60. Ory D., Mokhtarian P. When is getting there half the fun? Modeling the liking for travel. Transportation Research Part A 2005, 39:97-123.
61. Outwater M.L., Castleberry S., Shiftan Y., Ben-Akiva M., Zhou Y., Kuppam A. Attitudinal market segmentation approach to mode choice and ridership forecasting. Transportation Research Record: Journal of the Transportation Research Board 2003, 1854:32-42.
62. Pedersen, T., Kristensson, P., Friman, M., 2009. The focusing illusion in travel mode preference: effects of critical incidents on car users' predicted satisfaction with public transport. Paper Presented at the 12th International Conference on Travel Behaviour Research. December 2009, Jaipur, India.
63. Polak, J., 2008. Reference dependence and endogenous reference points in models of mode choice. Presented at the European Transport Conference, The Netherlands.
64. Popuri Y., Proussaloglou K., Ayvalik C., Koppelman F., Lee A. Importance of traveler attitudes in the choice of public transportation to work: findings from the Regional Transportation Authority (RTA) attitudinal survey. Transportation 2011, 38(4):643-661.
65. Proussaloglou, K., Haskell, K., Vaidya, R., Ben-Akiva, M., 2001. An attitudinal market segmentation approach to commuter mode choice and transit service design. Paper Presented at the 80th Annual Meeting of the Transportation Research Board. January 2001, Washington, D.C.
66. Rietveld P. Six reasons why supply-oriented indicators systematically overestimate service quality in public transport. Transport Reviews 2010, 25(3):319-328.
67. Rust R.T., Zahorik A.J. Customer satisfaction, customer retention, and market share. Journal of Retailing 1993, 69(2):193-215.
68. Sacramento Regional Transit, 2006. Results of First Regional Transit Customer Satisfaction Survey are Positive. Available online: (accessed on 15.02.11.). http://iportal.sacrt.com/WebApps/PressReleases/PressReleases.asp?ShowPressID=209.
69. Schwarz N., Strack F. Evaluating one's life: a judgment model of subjective well-being. Subjective Well-Being: An Interdisciplinary Perspective 1991, 27-47. Permagon Press, Oxford. F. Strack, M. Argyle, N. Schwarz (Eds.).
70. Schwarz N., Strack F. Reports of subjective well-being: judgmental processes and their methodological implications. Well-Being: the Foundations of Hedonic Psychology 1999, 61-84. Russell Sage, New York. D. Kahneman, E. Diener, N. Schwarz (Eds.).
71. Senbil M., Kitamura R. Reference points in commuter departure time choice: a prospect theoretic test of alternative decision frames. Journal of Intelligent Transportation Systems 2004, 8(1):19-31.
72. Shiftan Y., Outwater M.L., Zhou Y. Transit market research using structural equation modeling and attitudinal market segmentation. Transport Policy 2008, 15:186-195.
73. Singer J.E., Lundberg U., Frankenhaeuser M. Stress on the train: a study of urban commuting. Advances in Environmental Psychology: Volume 1, The Urban Environment 1978, Lawrence Erlbaum Associates, Hillsdale, New Jersey. A. Baum, J.E. Singer, S. Valins (Eds.).
74. Soderlund M. Customer satisfaction and its consequences on customer behaviour revisited: the impact of different levels of satisfaction on word-of-mouth, feedback to the supplier and loyalty. International Journal of Service Industry Management 1998, 9(2):169-188.
75. TCRP Report Number 47 A Handbook for Measuring Customer Satisfaction and Service Quality 1999, Transportation Research Board, Washington, D.C.
76. Thøgersen J. Promoting public transport as a subscription service: effects of a free month travel card. Transport Policy 2009, 16(6):335-343.
77. Van Acker V., Van Wee B., Witlox F. When transport geography meets social psychology: toward a conceptual model of travel behavior. Transport Reviews 2010, 30(2):219-240.
78. Van Praag B., Ferrer-i-Carbonell A. Happiness Quantified: a Satisfaction Calculus Approach 2004, Oxford University Press.
79. Van Rooy D.L. Effects of automobile commute characteristics on affect and job candidate evaluations: a field experiment. Environment and Behavior 2006, 38(5):626-655.
80. Vella F. Estimating models with sample selection bias: a survey. The Journal of Human Resources 1998, 33(1):127-169.
81. Verplanken B., Aarts H., van Knippenberg A., Moonen A. Habit versus planned behaviour: a field experiment. The British Journal of Social Psychology 1998, 37:111-128.
82. Verplanken B., Aarts H., van Knippenberg A., van Knippenberg C. Attitude versus general habit: antecedents of travel mode choice. Journal of Applied Social Psychology 1994, 24(4):285-300.
83. Wills T.A. Downward comparison principles in social psychology. Psychological Bulletin 1981, 90(2):245-271.
84. Zhou Y., Viswanathan K., Popuri Y., Proussaloglou K. Transit district customers in San Mateo County, California: who, why, where, and how. Transportation Research Record: Journal of the Transportation Research Board 2004, 1887:183-192.