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Subjective well-being and travel: retrospect and prospect

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Abstract

Although the improvement of well-being is often an implicitly-assumed goal of many, if not most, public policies, the study of subjective well-being (SWB) and travel has so far been confined to a relatively small segment of the travel behavior community. Accordingly, one main purpose of this paper is to introduce a larger share of the community to some fundamental SWB-related concepts and their application in transportation research, with the goal of attracting others to this rewarding area of study. At the same time, however, I also hope to offer some useful reflections to those already working in this field. After discussing some basic issues of terminology and measurement of SWB, I present from the literature four conceptual models relating travel and subjective well-being. Following one of those models, I review five ways in which travel can influence well-being. I conclude by examining some challenges associated with assessing the impacts of travel on well-being, as well as challenges associated with applying what we learn to policy.

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Source: Adapted from De Vos et al. (2013)

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Notes

  1. Gärling and Gamble (2018) indicate that the term “subjective well-being” tends to be used by psychologists and “happiness” by economists. They and others also equate “life satisfaction” with the cognitive component of hedonic well-being, discussed below.

  2. For an extensive and valuable discussion of the measurement of SWB, see OECD (2013).

  3. More recently, De Vos et al. (2017) have conceptualized domain satisfaction as an intermediate-term construct mediating the effect of short-term trip- or activity-level measures of satisfaction on long-term well-being.

  4. A similar observation applies to the finding that, among travel episodes, car passengers report higher levels of pain than do users of other modes (Mokhtarian and Pendyala 2018): rather than concluding that being a passenger generates pain, it is more likely that, given that a trip is taking place, the car passenger mode is more conducive to transporting those in pain than are the car driver, transit, and active transportation modes.

References

  • Adjenughwure, K.: The monetary value of a pleasant and productive train trip: developing an experimental method for estimating the monetary value of activities performed during travel. Master’s Thesis, Transport, Infrastructure, and Logistics, Delft University of Technology (2017). https://repository.tudelft.nl/islandora/object/uuid:fec31781-e374-4eb4-9e8a-02064fca0c63?collection=education. Accessed 18 June 2018

  • Ajzen, I., Fishbein, M.: Attitude-behavior relations: a theoretical analysis and review of empirical research. Psychol. Bull. 84(5), 888–918 (1977)

    Article  Google Scholar 

  • Allardt, E.: Having, loving and being: an alternative to the Swedish model of welfare research. In: Nussbaum, M.C., Sen, A. (eds.) The Quality of Life, pp. 88–94. Oxford University Press, Oxford (1993)

    Chapter  Google Scholar 

  • Archer, M., Paleti, R., Konduri, K.C., Pendyala, R.M., Bhat, C.R.: Modeling the connection between activity-travel patterns and subjective well-being. Transp. Res. Rec. 2382, 102–111 (2012)

    Article  Google Scholar 

  • Banister, D., Bowling, A.: Quality of life for the elderly: the transport dimension. Transp. Policy 11, 105–115 (2004)

    Article  Google Scholar 

  • Baumgartner, H., Steenkamp, J.B.E.M.: Response styles in marketing research: a cross-national investigation. J. Mark. Res. 38(May), 143–156 (2001)

    Article  Google Scholar 

  • Becker, G.S.: A theory of the allocation of time. Econ. J. 75, 493–517 (1965)

    Article  Google Scholar 

  • Bissell, D.: Passenger mobilities: affective atmospheres and the sociality of public transport. Environ. Plan. D 28, 270–289 (2010)

    Article  Google Scholar 

  • Brakewood, C., Barbeau, S., Watkins, K.E.: An experiment evaluating the impacts of real-time transit information on bus riders in Tampa, Florida. Transp. Res. A 69, 409–412 (2014)

    Google Scholar 

  • Carrion, C., Levinson, D.: Value of travel time reliability: a review of current evidence. Transp. Res. A 46, 720–741 (2012)

    Google Scholar 

  • Conti, G., Pudney, S.: If you’re happy and you know it, clap your hands! Survey design and the analysis of satisfaction. Institute for Social and Economic Research, University of Essex, Report No. 2008-39, November (2008)

  • Csikszentmihalyi, M., Larson, R.: Validity and reliability of the Experience-Sampling Method. J. Nerv. Ment. Dis. 175(9), 526–537 (1987)

    Article  Google Scholar 

  • Cummins, R.A., Eckersley, R., Pallant, J., van Vugt, J., Misajon, R.: Developing a national index of subjective wellbeing: the Australian unity wellbeing index. Soc. Indic. Res. 64, 159–190 (2003)

    Article  Google Scholar 

  • Currie, G., Delbosc, A.: Modelling the social and psychological impacts of transport disadvantage. Transportation 37(6), 953–966 (2010)

    Article  Google Scholar 

  • Davis, D.L., Maurstad, A., Dean, S.: My horse is my therapist: the medicalization of pleasure among women equestrians. Med. Anthropol. Q. 29(3), 298–315 (2015)

    Article  Google Scholar 

  • De Vos, J., Witlox, F.: Travel satisfaction revisited. On the pivotal role of travel satisfaction in conceptualizing a travel behavior process. Transp. Res. A 106, 364–373 (2017)

    Google Scholar 

  • De Vos, J., Schwanen, T., Witlox, F.: The road to happiness: From mood during leisure trips and activities to satisfaction with life. Paper No. 17-00826 presented at the 96th Annual Meeting of the Transportation Research Board, Washington, DC, January (2017)

  • 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 

  • Deci, E.L., Ryan, R.M.: Intrinsic Motivation and Self-Determination in Human Behavior. Plenum Press, New York (1985)

    Book  Google Scholar 

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

    Article  Google Scholar 

  • DeSerpa, A.C.: Microeconomic theory and the valuation of travel time: some clarification. Reg. Urban Econ. 2, 401–410 (1973)

    Article  Google Scholar 

  • Diener, E.: Subjective well-being. Psychol. Bull. 95(3), 542–575 (1984)

    Article  Google Scholar 

  • Diener, E., Lucas, R.E., Schimmack, U., Helliwell, J.F.: Well-Being for Public Policy. Oxford University Press, New York (2009)

    Book  Google Scholar 

  • Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D., Oishi, S., Biswas-Diener, R.: New well-being measures: short scales to assess flourishing and positive and negative feelings. Soc. Indic. Res. 97(2), 143–156 (2010)

    Article  Google Scholar 

  • Ettema, D., Verschuren, L.: The effect of multitasking on the value of travel time savings. Transp. Res. Rec. 2010, 19–25 (2017)

    Article  Google Scholar 

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

    Google Scholar 

  • 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. F 14, 167–175 (2011)

    Article  Google Scholar 

  • Ettema, D., Friman, M., Gärling, T., Olsson, L.E., Fujii, S.: How in-vehicle activities affect work commuters’ satisfaction with public transport. J. Transp. Geogr. 24, 215–222 (2012)

    Article  Google Scholar 

  • Evans, G.W., Wener, R.E., Phillips, D.: The morning rush hour: predictability and stress. Environ. Behav. 34(4), 521–530 (2002)

    Article  Google Scholar 

  • Frei, C., Mahmassani, H.S., Frei, A.: Making time count: traveler activity engagement on urban transit. Transp. Res. Part A 76, 58–70 (2015)

    Article  Google Scholar 

  • Friman, M., Edvardsson, B., Gärling, T.: Frequency of negative critical incidents and satisfaction with public transport services. I. J. Retail. Consum. Serv. 8, 95–104 (2001)

    Article  Google Scholar 

  • Gärling, T., Gamble, A.: Life satisfaction and emotional well-being: psychological, economic and social factors, Chapter 25. In: Ranyard, R. (ed.) Economic Psychology, pp. 405–420. Wiley, West Sussex (2018)

    Google Scholar 

  • Gärling, T., Gärling, A., Loukopoulos, P.: Forecasting psychological consequences of car use reduction: a challenge to an environmental psychology of transportation. Appl. Psychol. Int. Rev. 51(1), 90–106 (2002)

    Article  Google Scholar 

  • Geurs, K., Haaijer, R., van Wee, B.: Option value of public transport: methodology for measurement and case study for regional rail links in the Netherlands. Transp. Rev. 26(5), 613–643 (2006)

    Article  Google Scholar 

  • Headey, B., Veenhoven, R., Wearing, A.: Top-down versus bottom-up theories of subjective well-being. Soc. Indic. Res. 24, 81–100 (1991)

    Article  Google Scholar 

  • Hennessy, D.A., Wiesenthal, D.L.: Traffic congestion, driver stress, and driver aggression. Aggress. Behav. 25, 409–423 (1999)

    Article  Google Scholar 

  • Hensher, D.A.: The Value of Business Travel Time. Pergamon Press, Oxford (1977)

    Google Scholar 

  • Horowitz, A.: The subjective value of time spent in travel. Transp. Res. 12, 385–393 (1978)

    Article  Google Scholar 

  • Huta, V., Ryan, R.M.: Pursuing pleasure or virtue: the differential and overlapping well-being benefits of hedonic and eudaimonic motives. J. Happiness Stud. 11, 735–762 (2010)

    Article  Google Scholar 

  • Huta, V., Waterman, A.S.: Eudaimonia and its distinction from hedonia: developing a classification and terminology for understanding conceptual and operational definitions. J. Happiness Stud. 15, 1425–1456 (2014)

    Article  Google Scholar 

  • Jain, J., Lyons, G.: The gift of travel time. J. Transp. Geogr. 16, 81–89 (2008)

    Article  Google Scholar 

  • Jones, P.M.: Mobility and the individual in Western industrial society, Chap. 3. In: Nijkamp, P., Reichman, S. (eds.) Transportation Planning in a Changing World, pp. 29–47. Gower Pub. Company, Hants (1987)

    Google Scholar 

  • Kahneman, D., Krueger, A.B., Schkade, D.A., Schwarz, N., Stone, A.A.: A survey method for characterizing daily life experience: the Day Reconstruction Method. Science 306(5702), 1776–1780 (2004)

    Article  Google Scholar 

  • Kaufman, V., Bergman, M.M., Joye, D.: Motility: mobility as capital. Int. J. Urban Reg. Res. 28(4), 745–756 (2004)

    Article  Google Scholar 

  • Keseru, I., Macharis, C.: Travel-based multitasking: review of the empirical evidence. Transp. Rev. 38(2), 162–183 (2018)

    Article  Google Scholar 

  • Kitamura, R., Fujii, S., Pas, E.I.: Time-use data, analysis and modeling: toward the next generation of transportation planning methodologies. Transp. Policy 4(4), 225–235 (1997)

    Article  Google Scholar 

  • 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)

    Article  Google Scholar 

  • Lyons, G., Chatterjee, K.: A human perspective on the daily commute: costs, benefits and trade-offs. Transp. Rev. 28(2), 181–198 (2008)

    Article  Google Scholar 

  • Lyubomirsky, S., King, L., Diener, E.: The benefits of frequent positive affect: does happiness lead to success? Psychol. Bull. 131(6), 803–855 (2005)

    Article  Google Scholar 

  • Malokin, A., Circella, G., Mokhtarian, P.L.: Do Multitasking Millennials Value Travel Time Differently? A revealed preference study of Northern California commuters. Available from the authors (2016)

    Google Scholar 

  • Malokin, A., Circella, G. Mokhtarian, P.L.: How do activities conducted while commuting influence mode choice? Using revealed preference models to inform public transportation advantage and autonomous vehicle scenarios. Under review at Transp. Res. A (2017)

  • Mansfield, T.J., Gibson, J.M.: Estimating active transportation behaviors to support health impact assessment in the United States. Front. Public Health 4(63), 1–18 (2016)

    Google Scholar 

  • Maslow, A.H.: A theory of human motivation. Psychol. Rev. 50, 370–396 (1943)

    Article  Google Scholar 

  • Mokhtarian, P.L., Pendyala, R.M.: Travel satisfaction and well-being. In: Friman, M., Ettema, D., Olsson, L.E. (eds.) Quality of Life and Daily Travel. Springer, Berlin (2018)

    Google Scholar 

  • Mokhtarian, P.L., Salomon, I.: How ‘derived’ is the demand for travel? Some conceptual and measurement considerations. Transp. Res. A 35, 695–719 (2001)

    Article  Google Scholar 

  • Mokhtarian, P.L., Salomon, I., Singer, M.E.: What moves us? An interdisciplinary exploration of reasons for traveling. Transp. Rev. 35(3), 250–274 (2015a)

    Article  Google Scholar 

  • Mokhtarian, P.L., Papon, F., Goulard, M., Diana, M.: What makes travel pleasant and/or tiring? An investigation based on the French National Travel Survey. Transportation 42(6), 1103–1128 (2015b)

    Article  Google Scholar 

  • Mollenkopf, H., Hieber, A., Wahl, H.-W.: Continuity and change in older adults’ perceptions of out-of-home mobility over ten years: a qualitative—quantitative approach. Ageing Soc. 31(5), 782–802 (2011)

    Article  Google Scholar 

  • Musselwhite, C., Haddad, H.: Mobility, accessibility and quality of later life. Qual. Ageing Older Adults 11(1), 25–37 (2010)

    Article  Google Scholar 

  • Nordbakke, S., Schwanen, T.: Well-being and mobility: a theoretical framework and literature review focusing on older people. Mobilities 9(1), 104–129 (2014)

    Article  Google Scholar 

  • 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 

  • Organisation for Economic Co-operation and Development (OECD) OECD guidelines on measuring subjective well-being. OECD Publishing. https://doi.org/10.1787/9789264191655-en. Accessed January 27 2017 (2013)

  • Ory, D.T., Mokhtarian, P.L.: When is getting there half the fun? Modeling the liking for travel. Transp. Res. A 39(2–3), 97–123 (2005)

    Google Scholar 

  • Pavot, W., Diener, E.: Review of the Satisfaction with Life Scale. Psychol. Assess. 5(2), 164–172 (1993)

    Article  Google Scholar 

  • Reardon, L., Abdallah, S.: Well-being and transport: taking stock and looking forward. Transp. Rev. 33(6), 634–657 (2013)

    Article  Google Scholar 

  • Ritter, M., Graff, K.: Effects of dance/movement therapy: a meta-analysis. Arts Psychother. 23(3), 249–260 (1996)

    Article  Google Scholar 

  • Russell, M., Mokhtarian, P.L.: How real is a reported desire to travel for its own sake? Exploring the ‘teleportation’ concept in travel behaviour research. Transportation 42, 333–345 (2015)

    Article  Google Scholar 

  • Ryan, R.M., Deci, E.L.: On happiness and human potentials: a review of research on hedonic and eudaimonic well-being. Annu. Rev. Psychol. 52, 141–166 (2001)

    Article  Google Scholar 

  • Ryff, C.D.: Happiness is everything, or is it? Explorations on the meaning of psychological wellbeing. J. Pers. Soc. Psychol. 57(6), 1069–1081 (1989)

    Article  Google Scholar 

  • Schwanen, T., Wang, D.: Well-being, context, and everyday activities in space and time. Ann. Am. Assoc. Geogr. 104(4), 833–851 (2014)

    Article  Google Scholar 

  • Schwanen, T., Banister, D., Bowling, A.: Independence and mobility in later life. Geoforum 43(6), 1313–1322 (2012)

    Article  Google Scholar 

  • Seeman, T.: Social ties and health: the benefits of social integration. Ann. Epidemiol. 6(5), 442–451 (1996)

    Article  Google Scholar 

  • Singleton, P.A., Mokhtarian, P.L.: Reviewing concepts, measures, and evidence of the positive utility of travel (in progress)

  • Stone, A.A., Shiffman, S.S., Devries, M.W.: Ecological momentary assessment. In: Kahneman, D., Diener, E., Schwarz, N. (eds.) Well-Being: The Foundations of Hedonic Psychology. Russell Sage Foundation, New York (1999)

    Google Scholar 

  • Susilo, Y.O., Lyons, G., Jain, J., Atkins, S.: Rail passengers’ time use and utility assessment: 2010 findings from Great Britain with multivariate analysis. Transp. Res. Rec. 2323, 99–109 (2012)

    Article  Google Scholar 

  • Tang, J., Zhen, F., Cao, J., Mokhtarian, P.L.: How do passengers use travel time? A case study of Shanghai-Nanjing high speed rail. Transportation 45, 451–477 (2018)

    Article  Google Scholar 

  • Thomas, V., Azmitia, M.: Tapping into the app: updating the experience sampling method for the 21st century. Emerg. Adulthood 4(1), 60–67 (2016)

    Article  Google Scholar 

  • Tirachini, A., Hensher, D.A., Rose, J.M.: Crowding in public transport systems: effects on users, operation and implications for the estimation of demand. Transp. Res. A 53, 36–52 (2013)

    Google Scholar 

  • US Department of Health and Human Services: Physical Activity and Health: A Report of the Surgeon General. Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Atlanta (1996)

    Google Scholar 

  • Varghese, V., Jana, A.: Impact of ICT on multitasking during travel and the value of travel time savings: empirical evidences from Mumbai, India. Travel Behav. Soc. 12, 11–12 (2018)

    Article  Google Scholar 

  • Västfjäll, D., Friman, M., Gärling, T., Kleiner, M.: The measurement of core affect: a Swedish self-report measure derived from the affect circumplex. Scand. J. Psychol. 43, 19–31 (2002)

    Article  Google Scholar 

  • Vuk, G., Bowman, J.L., Daly, A., Hess, S.: Impact of family in-home quality time on person travel demand. Transportation 43, 705–724 (2016)

    Article  Google Scholar 

  • Wardman, M., Lyons, G.: The digital revolution and worthwhile use of travel time: implications for appraisal and forecasting. Transportation 43, 507–530 (2016)

    Article  Google Scholar 

  • Waterman, A.S., Schwartz, S.J., Zamboanga, B.L., Ravert, R.D., Williams, M.K., Agocha, V.B., Kim, S.Y., Donnellan, M.B.: The questionnaire for eudaimonic well-being: psychometric properties, demographic comparisons, and evidence of validity. J. Posit. Psychol. 5(1), 41–61 (2008)

    Article  Google Scholar 

  • Watson, D., Clark, L.A., Tellegen, A.: Development and validation of brief measures of positive and negative affect: the PANAS scales. J. Pers. Soc. Psychol. 54(6), 1063–1070 (1988)

    Article  Google Scholar 

  • 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)

    Article  Google Scholar 

  • Ziliak, S.T., McCloskey, D.N.: Size matters: the standard error of regressions in the American Economic Review. J. Socio-Econ. 33(5), 527–546 (2004)

    Article  Google Scholar 

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Acknowledgements

This paper is based on a keynote talk delivered at the 14th triennial conference of the International Association for Travel Behaviour Research, Windsor, UK, July 2015. As a relative newcomer to the study of SWB per se, I am grateful for the insightful suggestions offered by veteran scholars Tommy Gärling and Margareta Friman. Comments by Jonas De Vos and Atiyya Shaw were also very helpful in improving an earlier draft.

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Mokhtarian, P.L. Subjective well-being and travel: retrospect and prospect. Transportation 46, 493–513 (2019). https://doi.org/10.1007/s11116-018-9935-y

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