Skip to main content
Log in

Investigating commute satisfaction differences of private car users and public transport users in a developing country context

  • Published:
Transportation Aims and scope Submit manuscript

Abstract

The objective of this paper is to investigate commute satisfaction differences across car users and public transport (PT) users in a developing country context. Using survey data of the students and staff of the American University of Beirut, we estimate two ordinal logit models in order to predict three satisfaction measures: car users’ satisfaction with their current commute using the car, car users’ Remembered satisfaction using PT, and car users’ actual satisfaction with commuting by PT if they were to regularly commute by PT, with the latter model estimated on a sample of regular PT users. Using the three predicted measures, we compare the satisfaction of car users with car to their satisfaction with an infrequent public transport commute during the past year as well as to their predicted satisfaction with regular PT use. We also compare the latter two measures: satisfaction with (infrequent) PT commute of car users to predicted satisfaction with regular PT use. Results reveal that car users are significantly more satisfied with using the car than using PT (whether infrequent or regular). We also find that the Remembered satisfaction of car users with PT is significantly less than the actual PT satisfaction of car users if they were to become regular PT users. In the last part of the paper, we provide a number of potential explanations for these differences and discuss the policy implications.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price includes VAT (Finland)

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. Registered in spring of academic year 2016–2017 as communicated by the AUB Registrar Office.

  2. 1500 Lebanese Pounds (LBP) is equivalent to 1 USD.

  3. Car Satisfaction and Remembered PT Satisfaction values correspond to those predicted using the models of H1 and H2, respectively. Observed values may also be utilized instead for the purpose of comparison, yet, predicted values are used for the sake of consistency because the actual PT Satisfaction of car users (if they were to use PT regularly) can only be obtained through applying the model corresponding to H3.

References

  • Abou-Zeid, M., Ben-Akiva, M.: 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, United Kingdom (2010)

  • Abou-Zeid, M., Ben-Akiva, M.: Satisfaction and travel choices. In: Gärling, T., Ettema, D., Friman, M. (eds.) Handbook of Sustainable Travel, pp. 53–65. Springer, New York (2013)

    Google Scholar 

  • Abou-Zeid, M., Ben-Akiva, M.: The effect of social comparisons on commute well-being. Transp. Res. Part A 45(4), 345–361 (2011)

    Google Scholar 

  • Anable, J., Gatersleben, B.: All work and no play? The role of instrumental and affective factors in work and leisure journeys by different travel modes. Transp. Res. Part A 39(2–3), 163–181 (2005)

    Google Scholar 

  • Aoun, A., Abou-Zeid, M., Kaysi, I., Myntti, C.: Reducing parking demand and traffic congestion at the American University of Beirut. Transp. Policy 25, 52–60 (2013)

    Article  Google Scholar 

  • Belgiawan, P.F., Schmöcker, J.-D., Abou-Zeid, M., Walker, J., Lee, T.-C., Ettema, D.F., Fujii, S.: Car ownership motivations among undergraduate students in China, Indonesia, Japan, Lebanon, Netherlands, Taiwan, and USA. Transportation 41(6), 1227–1244 (2014)

    Article  Google Scholar 

  • Bierlaire, M., Fetiarison, M. (2009) Estimation of discrete choice models: extending BIOGEME. In Proceedings of the 9th Swiss Transport Research Conference (STRC), Ascona, Switzerland (2009)

  • Carrion, C., Enam, A., Pattabhiraman, V., Abou-Zeid, M., Ben-Akiva, M.: Activity pattern models with well-being indicators. Trans. Res. Record J. Trans. Res. Board 2493, 58–69 (2015)

    Article  Google Scholar 

  • Danaf, M., Abou-Zeid, M., Kaysi, I.: Modeling travel choices of students at a private, urban university: insights and policy implications. Case Stud. Trans. Policy 2(3), 142–152 (2014)

    Article  Google Scholar 

  • Delbosc, A.: The role of well-being in transport policy. Transp. Policy 23, 25–33 (2012)

    Article  Google Scholar 

  • De Vos, J., Mokhtarian, P.L., Schwanen, T., Van Acker, V., Witlox, F.: Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility. Transportation, 1–26, https://doi.org/10.1007/s11116-015-9619-9 (2015a)

  • De Vos, J., Schwanen, T., Van Acker, V., Witlox, F.: Travel and subjective well-being: a focus on findings, methods and future research needs. Transp. Rev. 33(4), 421–442 (2013)

    Article  Google Scholar 

  • De Vos, J., Schwanen, T., Van Acker, V., Witlox, F.: How satisfying is the scale for travel satisfaction? Transp. Res. Part F 29, 121–130 (2015)

    Article  Google Scholar 

  • De Witte, A., Macharisk, C., Mairesse, O.: How persuasive is ‘free’ public transport? A survey among commuters in the Brussels Capital Region. Transp. Policy 15(4), 216–224 (2008)

    Article  Google Scholar 

  • Duarte, A., Garcia, C., Giannarakis, G., Limão, S., Polydoropoulou, A., Litinas, N.: New approaches in transportation planning: happiness and transport economics. Netnomics 11, 5–32 (2010)

    Article  Google Scholar 

  • Duarte, A., Garcia, C., Limão, S., Polydoropoulou, A.: Experienced and expected happiness in transport mode decision making process. In: Proceedings of the Transportation Research Board 88th Annual Meeting, Washington, D.C. (2009)

  • 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. Transp. Res. Part F 14(3), 167–175 (2011)

    Article  Google Scholar 

  • Ettema, D., Gärling, T., Olsson, L.E., Friman, M.: Out-of-home activities, daily travel, and subjective well-being. Transp. Res. Part A 44, 723–732 (2010)

    Google Scholar 

  • Fan, Y., Chen, Q., Douma, F., Liao, C.F.: Smartphone-based travel experience sampling and behavior intervention among young adults. Technical report, University of Minnesota (2012)

  • 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 30, 81–95 (2003)

    Article  Google Scholar 

  • Hirschauer, N., Lehberger, M., Musshoff, O.: Happiness and utility in economic thought – or: what can we learn from happiness research for public policy analysis and public policy making? Soc. Indic. Res. 121, 647–674 (2015)

    Article  Google Scholar 

  • Jakobsson Bergstad, C., Gamble, A., Hagman, O., Polk, M., Gärling, T., Ettema, D., Friman, M., Olsson, L.E.: Influences of affect associated with routine out-of-home activities on subjective well-being. Applied Research in Quality of Life 7, 49–62 (2012)

    Article  Google Scholar 

  • Kahneman, D.: Experienced utility and objective happiness: a moment-based approach. In: Kahneman, D., Tversky, A. (eds.) Choices, values, and frames, pp. 673–692. Cambridge University Press, New York (2000)

    Chapter  Google Scholar 

  • Kahneman, D., Fredrickson, B., Schreiber, C.M., Redelmeier, D.: When more pain is preferred to less: adding a better end. Psychol. Sci. 4(6), 401–405 (1993)

    Article  Google Scholar 

  • Kahneman, D., Krueger, A.: Developments in the measurement of subjective wellbeing. Journal of Economic Perspectives 20(1), 3–24 (2006)

    Article  Google Scholar 

  • Kahneman, D., Wakker, P.P., Sarin, R.: Back to Bentham? Explorations of experienced utility. Q. J. Econ. 112(2), 375–405 (1997)

    Article  Google Scholar 

  • Kaufmann, V., Jemelin, C., Pflieger, G., Pattaroni, L.: Socio-political analysis of French transport policies: the state of the practices. Transp. Policy 15(1), 12–22 (2008)

    Article  Google Scholar 

  • Kaysi, I., Harb, M., Al-Dour, A.: Fleet reduction reform of Lebanese jitneys. In: Proceedings of the 12th World Conference on Transport Research, Lisbon, Portugal (2010)

  • Levine, L.J., Safer, M.A., Lench, H.C.: Remembering and misremembering emotions. In: Sanna, L.J., Chang, E.C. (eds.) Judgments over time: The interplay of thoughts, feelings, and behaviors. Oxford University Press, New York (2006)

    Google Scholar 

  • Mohtar, A., Samaha, M.: Decoding an urban myth: an inquiry into the socio-economics of van number 4 in Beirut. Jadaliyya. http://www.jadaliyya.com/pages/index/23511/decoding-an-urban-myth_an-inquiry-into-the-socio-en#.VqztFu-XcDM.twitter (2016)

  • Olsson, L.E., Gärling, T., Ettema, D., Friman, M., Fujii, S.: Happiness and satisfaction with work commute. Soc. Indic. Res. 111(1), 255–263 (2013)

    Article  Google Scholar 

  • Ory, D., Mokhtarian, P.: When is getting there half the fun? Modeling the liking for travel. Transp. Res. Part A 39, 97–123 (2005)

    Article  Google Scholar 

  • Páez, A., Whalen, K.: Enjoyment of commute: a comparison of different transport modes. Transp. Res. Part A 44, 537–549 (2010)

    Google Scholar 

  • Pedersen, T.: Affective forecasting: predicting future satisfaction with public transport. Licentiate thesis, Karlstad University, Sweden (2009)

  • Pedersen, T., Friman, M., Kristensson, P.: The role of predicted, on-line experienced and remembered satisfaction in current choice to use public transport services. J. Retail. Consum Serv. 18(5), 471–475 (2011a)

    Article  Google Scholar 

  • Pedersen, T., Friman, M., Kristensson, P.: Affective forecasting: predicting and experiencing satisfaction with public transportation. J. Appl. Soc. Psychol. 41(8), 1926–1946 (2011b)

    Article  Google Scholar 

  • Raveau, S., Ghorpade, A., Zhao, F., Abou-Zeid, M., Zegras, C., Ben-Akiva, M.: Smartphone-based survey for real-time and retrospective happiness related to travel and activities. Forthcoming in Transportation Research Record: Journal of the Transportation Research Board 2566, https://doi.org/10.3141/2566-11 (2016)

  • Smith, O. B.: Peak of the day or the daily grind: Commuting and subjective well-being. Dissertations and Theses, Portland State University. Paper 1026. (2013)

  • St-Louis, E., Manaugh, K., van Lierop, D., El-Geneidy A.: The happy commuter: A comparison of commuter satisfaction across modes. Transp. Res. F 26(Part A), 160–170 (2014)

  • Susilo, Y.O., Cats, O.: Exploring key determinants of travel satisfaction for multi-modal trips by different traveler groups. Transp. Res. Part A 67, 366–380 (2014)

    Google Scholar 

  • Suzuki, H., Fujii, S., Garling, T., Ettema, D., Olsson, L.E., Friman, M.: Rules for aggregated satisfaction with work commutes. Transportation 41, 495–506 (2014)

    Article  Google Scholar 

  • Thøgersen, J.: Promoting public transport as a subscription service: effects of a free month travel card. Transp. Policy 16(6), 335–343 (2009)

    Article  Google Scholar 

  • Viegas de Lima, I.H., Abou-Zeid, M., Kutadinata, R., Navidi, Z., Winter, S., Zhao, F., Ben-Akiva, M.: Dynamic modeling of activity happiness: An investigation of the intra-activity hedonic treadmill. In: Friman, M., Ettema, D., Olsson, L.E. (eds.) Quality of Life and Daily Travel, pp. 95–118. Springer, New York (2018)

    Chapter  Google Scholar 

  • Wilson, T.D., Gilbert, D.T.: Affective forecasting: knowing what to want. Curr. Dir. Psychol. Sci. 14(3), 131–134 (2005)

    Article  Google Scholar 

  • Wirtz, D., Kruger, J., Scollon, C.N., Diener, E.: Research report: what to do on spring break? The role of predicted, on-line, and remembered experience in future choice. Psychol. Sci. 14(5), 520–524 (2003)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maya Abou-Zeid.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Al-Ayyash, Z., Abou-Zeid, M. Investigating commute satisfaction differences of private car users and public transport users in a developing country context. Transportation 46, 515–536 (2019). https://doi.org/10.1007/s11116-019-10000-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11116-019-10000-2

Keywords

Navigation