, Volume 45, Issue 5, pp 1249–1268 | Cite as

All minutes are not equal: travel time and the effects of congestion on commute satisfaction in Canadian cities

  • Christopher D. HigginsEmail author
  • Matthias N. Sweet
  • Pavlos S. Kanaroglou


Despite decades of research, it is unclear under which circumstances travel is most onerous. While studies have found that some individuals derive positive utility from aspects of commuting, others have shown that traffic congestion can entail important time, monetary, and mental stress costs. Moreover, responses to traffic congestion-related stressors differs by individual characteristics. In response, this research captures how exposure to traffic congestion events, the duration of this exposure, and individual trait susceptibility to congestion affect the utility of commuting. Working through the lens of individual satisfaction with the duration of their commute, we show that not every minute of travel is valued the same by car commuters in Canadian cities. Results suggest a complex relationship between travel time, congestion, and individual predisposition to congestion-related stress. While improvements in travel time matter for increasing commute satisfaction, it is reductions in travel in congested conditions that matter most, particularly among those susceptible to congestion-related stressors.


Transportation costs Commuting Commute satisfaction Value of travel time Congestion Commute stress Regional planning 



The authors wish to acknowledge the constructive feedback and suggestions offered by reviewers and conference attendees. This research is supported by the Social Sciences and Humanities Research Council of Canada (SSHRC) Grant No. 435-2013-1120.


  1. Abou-Zeid, M., Ben-Akiva, M.: Well-being and activity-based models. Transportation 39, 1189–1207 (2012)CrossRefGoogle Scholar
  2. Alonso, W.: Location and Land Use. Harvard University Press, Cambridge (1964)CrossRefGoogle Scholar
  3. Baldassare, M.: PPIC Statewide Survey: Special Survey on Land Use. Public Policy Institute of California, San Francisco (2002)Google Scholar
  4. Bergstad, C.J., 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 38, 1–15 (2011)CrossRefGoogle Scholar
  5. Choi, J., Coughlin, J.F., D’Ambrosio, L.: Travel time and subjective well-being. Transp. Res. Rec. 2357, 100–108 (2013)CrossRefGoogle Scholar
  6. Cropper, M.L., Gordon, P.L.: Wasteful commuting: a re-examination. J. Urban Econ. 29(1), 2–13 (1991)CrossRefGoogle Scholar
  7. 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, 167–175 (2011)CrossRefGoogle Scholar
  8. Ettema, D., Gärling, T., Olsson, L.E., Fiman, M.: Out-of-home activities, daily travel, and subjective well-being. Transp. Res. Part A 44, 723–732 (2010)Google Scholar
  9. Evans, G.W., Carrère, S.: Traffic congestion, perceived control, and psychophysiological stress among urban bus drivers. J. Appl. Psychol. 76(5), 658–663 (1991)CrossRefGoogle Scholar
  10. Evans, G.W., Wener, R.E.: Rail Commuting duration and passenger stress. Health Psychol. 25(3), 408–412 (2006)CrossRefGoogle Scholar
  11. Evans, G.W., Johansson, G., Rydstedt, L.: Hassles on the Job: a study of a job intervention with urban bus drivers. J. Organ. Behav. 20, 199–208 (1999)CrossRefGoogle Scholar
  12. Evans, G.W., Wener, R.E., Phillips, D.: The morning rush hour: predictability and commuter stress. Environ. Behav. 34(4), 521–530 (2002)CrossRefGoogle Scholar
  13. Feng, Z., Boyle, P.: Do long journeys to work have adverse effects on mental health? Environ. Behav. 46(5), 609–625 (2014)CrossRefGoogle Scholar
  14. FHWA: 2013 status of the nation’s highways, bridges, and transit: Conditions & performance. Federal Highway Administration. U.S. Department of Transportation, Washington, DC (2013). Retrieved 24 Apr 2014, from
  15. Gatersleben, B., Uzzell, D.: Affective appraisals of the daily commute comparing perceptions of drivers, cyclists, walkers, and users of public transport. Environ. Behav. 39(3), 416–431 (2007)CrossRefGoogle Scholar
  16. Gottholmseder, G., Nowonty, K., Pruckner, G.J., Theurl, E.: Stress perception and commuting. Health Econ. 18, 559–576 (2009)CrossRefGoogle Scholar
  17. Gulian, E., Debney, L.M., Glendon, A.I., Davies, D.R., Matthews, G.: Coping with driver stress. In: McGuigan, F., Sime, W.E., Wallace, J.M. (eds.) Stress and Tension Control, vol. 3, pp. 173–176. Plenum, New York (1989a)CrossRefGoogle Scholar
  18. Gulian, E., Matthews, G., Glendon, A.I., Davies, D.R., Debney, L.M.: Dimensions of driver stress. Ergonomics 32(6), 585–602 (1989b)CrossRefGoogle Scholar
  19. Hennessy, D.A., Wiesenthal, D.L.: The relationship between traffic congestion, driver stress and direct versus indirect coping behaviours. Ergonomics 40(3), 348–361 (1997)CrossRefGoogle Scholar
  20. Hennessy, D.A., Wiesenthal, D.L.: Traffic congestion, driver stress, and driver aggression. Aggress. Behav. 25, 409–423 (1999)CrossRefGoogle Scholar
  21. Hensher, D.A.: The value of commuter travel time savings: empirical estimation using an alternative valuation model. J. Transp. Econ. Policy 10(2), 167–176 (1976)Google Scholar
  22. Hensher, D.A.: Measurement of the valuation of travel time savings. J. Transp. Econ. Policy 35(1), 71–98 (2001)Google Scholar
  23. Hilbrecht, M., Smale, B., Mock, S.E.: Highway to health? Commute time and well-being among Canadian adults. World Leis. J. 56(2), 151–163 (2014)CrossRefGoogle Scholar
  24. Künn-Nelen, A.: Does commuting affect health? Health Econ. (2015). doi: 10.1002/hec.3199 Google Scholar
  25. Kanaroglou, P.S., Higgins, C.D., Chowdhury, T.A.: Excess commuting: a critical review and comparative analysis of concepts, indices, and policy implications. J. Transp. Geogr. 44, 13–23 (2015)CrossRefGoogle Scholar
  26. Kluger, A.N.: Commute variability and strain. J. Organ. Behav. 19(2), 147–165 (1998)CrossRefGoogle Scholar
  27. Koslowsky, M., Aizer, A., Krausz, M.: Stressor and personal variables in the commuting experience. Int. J. Manpow. 17(3), 4–14 (1996)CrossRefGoogle Scholar
  28. Lucas, J.L., Heady, R.B.: flextime commuters and their driver stress, feelings of time urgency, and commute satisfaction. J. Bus. Psychol. 16(4), 565–571 (2002)CrossRefGoogle Scholar
  29. Mesken, J., Hagenzieker, M.P., Rothengatter, T., de Waard, D.: Frequency, determinants, and consequences of different drivers’ emotions: an on-the-road study using self-reports, (observed) behaviour, and physiology. Transp. Res. Part F 10(6), 458–475 (2007)CrossRefGoogle Scholar
  30. Metz, D.: The myth of travel time saving. Transp. Rev. 28(3), 321–336 (2008)CrossRefGoogle Scholar
  31. Mills, E.S.: Studies in the Structure of the Urban Economy. John Hopkins Press, Baltimore (1972)Google Scholar
  32. Mokhtarian, P.L., Chen, C.: TTB or not TTB, that is the question: a review and analysis of the empirical literature on travel time (and money) budgets. Transp. Res. Part A 38, 643–675 (2004)Google Scholar
  33. Mokhtarian, P.L., Salomon, I.: How derived is the demand for travel? Some conceptual and measurement considerations. Transp. Res. Part A Policy Pract. 35(8), 695–719 (2001)CrossRefGoogle Scholar
  34. Mokhtarian, P.L., Salomon, I., Redmond, L.S.: Understanding the demand for travel: it’s not purely ‘derived’. Innovation 14(4), 355–380 (2001)Google Scholar
  35. Morris, E.A., Guerra, E.: Mood and mode: does how we travel affect how we feel? Transportation 42, 25–43 (2015)CrossRefGoogle Scholar
  36. Morris, E.A., Hirsch, J.A.: Does rush hour see a rush of emotions? Driver mood in conditions likely to exhibit congestion. Travel Behav. Soc. 5, 5–13 (2015)CrossRefGoogle Scholar
  37. Muth, R.F.: Cities and housing. University of Chicago Press, Chicago (1969)Google Scholar
  38. Novaco, R.W., Collier, C.: Commuting Stress, Ridesharing, and Gender: Analyses from the 1993 State of the Commute Study in Southern California. University of California, Berkeley, CA (1994)Google Scholar
  39. Novaco, R.W., Stokols, D., Milanesi, L.: Objective and subjective dimensions of travel impedance as determinants of commuting stress. Am. J. Community Psychol. 18(2), 231–257 (1990)CrossRefGoogle Scholar
  40. Novaco, R.W., Stokols, D., Campbell, J., Stokols, J.: Transportation, stress, and community psychology. Am. J. Community Psychol. 7(4), 361–380 (1979)CrossRefGoogle Scholar
  41. Novaco, R., Kliewer, W., Broquet, A.: Home environmental consequences of commute travel impedance. Am. J. Community Psychol. 19(6), 881–909 (1991)CrossRefGoogle Scholar
  42. Olsson, L.E., Gärling, T., Ettema, D., Friman, M., Fujii, S.: Happiness and satisfaction with work commute. Soc. Indic. Res. 111(1), 255–263 (2012)CrossRefGoogle Scholar
  43. Ory, D.T., Mokhtarian, P.L.: When is getting there half the fun? Modeling the liking for travel. Transp. Res. Part A Policy Pract. 39(2), 97–123 (2005)CrossRefGoogle Scholar
  44. Ory, D.T., Mokhtarian, P.L., Redmond, L.S., Salomon, I., Collantes, G.O., Choo, S.: When is commuting desirable to the individual? Growth Chang. 35(3), 334–359 (2004)CrossRefGoogle Scholar
  45. Páez, A., Whalen, K.: Enjoyment of commute: a comparison of different transportation modes. Transp. Res. Part A 44(7), 537–549 (2010)Google Scholar
  46. Redmond, L.S., Mokhtarian, P.L.: The positive utility of the commute: modeling ideal commute time and relative desired commute amount. Transportation 28(2), 179–205 (2001)CrossRefGoogle Scholar
  47. Roberts, J., Hodgson, R., Dolan, P.: “It’s driving her mad”: gender differences in the effects of commuting on psychological health. J. Health Econ. 30(5), 1064–1076 (2011)CrossRefGoogle Scholar
  48. Sandow, E.: Til work do us part: the social fallacy of long-distance commuting. Urban Stud. 51(3), 526–543 (2014)CrossRefGoogle Scholar
  49. Sandow, E., Westerlund, O., Lindgren, U.: Is your commute killing you? On the mortality risks of long-distance commuting. Environ. Plan. A 46(6), 1496–1516 (2014)CrossRefGoogle Scholar
  50. Schaeffer, M.H., Street, S.W., Singer, J.E., Baum, A.: Effects of control on the stress reactions of commuters. J. Appl. Soc. Psychol. 18(11), 944–957 (1988)CrossRefGoogle Scholar
  51. Schafer, A.: Regularities in travel demand: an international perspective. J. Transp. Stat. 3(3), 1–31 (2000)Google Scholar
  52. Sposato, R.G., Röderer, K., Cervinka, R.: The influence of control and related variables on commuting stress. Transp. Res. Part F 15(5), 581–587 (2012)CrossRefGoogle Scholar
  53. Stephens, A.N., Groeger, J.A.: Situational specificity of trait influences on drivers’ evaluations and driving behaviour. Transp. Res. Part F 12(1), 29–39 (2009)CrossRefGoogle Scholar
  54. St-Louis, E., Manaugh, K., van Lierop, D., El-Geneidy, A.: The happy commuter: a comparison of commuter satisfaction across modes. Transp. Res. Part F 26, 160–170 (2014)CrossRefGoogle Scholar
  55. Stokols, D., Novaco, R.W., Stokols, J., Campbell, J.: Traffic congestion, type a behavior, and stress. J. Appl. Psychol. 63(4), 467–480 (1978)CrossRefGoogle Scholar
  56. Stutzer, A., Frey, B.S.: Stress that doesn’t pay: the commuting paradox. Scand. J. Econ. 110(2), 339–366 (2008)CrossRefGoogle Scholar
  57. Sweet, M., Chen, M.: Does regional travel time unreliability influence mode choice? Transportation 38, 625–642 (2011)CrossRefGoogle Scholar
  58. Sweet, M., Kanaroglou, P.: Gender differences: the role of travel and time use in subjective well-being. Transp. Res. Part F 40, 23–34 (2016)CrossRefGoogle Scholar
  59. Timothy, D., Wheaton, W.C.: Intra-urban wage variation, employment location, and commuting times. J. Urban Econ. 50, 338–366 (2001)CrossRefGoogle Scholar
  60. Turcotte, M.: Commuting to Work: Results of the 2010 General Social Survey. Statistics Canada, Ottawa (2011)Google Scholar
  61. van Hoof, M.L.: The daily commute from work to home: examining employees’ experiences in relation to their recovery status. Stress Health 31(2), 124–137 (2013)CrossRefGoogle Scholar
  62. von Thünen, J.H.: Isolated State: An English Edition Of Der Isolierte Staat. Pergamon Press, New York (1966)Google Scholar
  63. Wener, R.E., Evans, G.W.: Comparing stress of car and train commuters. Transp. Res. Part F 14(2), 111–116 (2011)CrossRefGoogle Scholar
  64. Wener, R.E., Evans, G.W., Phillips, D., Nadler, N.: Running for the 7:45: the effects of public transit improvements on commuter stress. Transportation 30, 203–220 (2003)CrossRefGoogle Scholar
  65. Zahavi, Y.: Traveltime Budgets and Mobility in Urban Areas. FHWA, Washington, DC (1974)Google Scholar

Copyright information

© Springer Science+Business Media New York 2017

Authors and Affiliations

  1. 1.McMaster Institute for Transportation and Logistics, General Sciences Building, Room 206McMaster UniversityHamiltonCanada
  2. 2.School of Urban and Regional PlanningRyerson UniversityTorontoCanada

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