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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Notes
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.
For an extensive and valuable discussion of the measurement of SWB, see OECD (2013).
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.
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)
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)
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)
Banister, D., Bowling, A.: Quality of life for the elderly: the transport dimension. Transp. Policy 11, 105–115 (2004)
Baumgartner, H., Steenkamp, J.B.E.M.: Response styles in marketing research: a cross-national investigation. J. Mark. Res. 38(May), 143–156 (2001)
Becker, G.S.: A theory of the allocation of time. Econ. J. 75, 493–517 (1965)
Bissell, D.: Passenger mobilities: affective atmospheres and the sociality of public transport. Environ. Plan. D 28, 270–289 (2010)
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)
Carrion, C., Levinson, D.: Value of travel time reliability: a review of current evidence. Transp. Res. A 46, 720–741 (2012)
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)
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)
Currie, G., Delbosc, A.: Modelling the social and psychological impacts of transport disadvantage. Transportation 37(6), 953–966 (2010)
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)
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)
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)
Deci, E.L., Ryan, R.M.: Intrinsic Motivation and Self-Determination in Human Behavior. Plenum Press, New York (1985)
Delbosc, A.: The role of well-being in transport policy. Transp. Policy 23, 25–33 (2012)
DeSerpa, A.C.: Microeconomic theory and the valuation of travel time: some clarification. Reg. Urban Econ. 2, 401–410 (1973)
Diener, E.: Subjective well-being. Psychol. Bull. 95(3), 542–575 (1984)
Diener, E., Lucas, R.E., Schimmack, U., Helliwell, J.F.: Well-Being for Public Policy. Oxford University Press, New York (2009)
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)
Ettema, D., Verschuren, L.: The effect of multitasking on the value of travel time savings. Transp. Res. Rec. 2010, 19–25 (2017)
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)
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)
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)
Evans, G.W., Wener, R.E., Phillips, D.: The morning rush hour: predictability and stress. Environ. Behav. 34(4), 521–530 (2002)
Frei, C., Mahmassani, H.S., Frei, A.: Making time count: traveler activity engagement on urban transit. Transp. Res. Part A 76, 58–70 (2015)
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)
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)
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)
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)
Headey, B., Veenhoven, R., Wearing, A.: Top-down versus bottom-up theories of subjective well-being. Soc. Indic. Res. 24, 81–100 (1991)
Hennessy, D.A., Wiesenthal, D.L.: Traffic congestion, driver stress, and driver aggression. Aggress. Behav. 25, 409–423 (1999)
Hensher, D.A.: The Value of Business Travel Time. Pergamon Press, Oxford (1977)
Horowitz, A.: The subjective value of time spent in travel. Transp. Res. 12, 385–393 (1978)
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)
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)
Jain, J., Lyons, G.: The gift of travel time. J. Transp. Geogr. 16, 81–89 (2008)
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)
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)
Kaufman, V., Bergman, M.M., Joye, D.: Motility: mobility as capital. Int. J. Urban Reg. Res. 28(4), 745–756 (2004)
Keseru, I., Macharis, C.: Travel-based multitasking: review of the empirical evidence. Transp. Rev. 38(2), 162–183 (2018)
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)
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)
Lyons, G., Chatterjee, K.: A human perspective on the daily commute: costs, benefits and trade-offs. Transp. Rev. 28(2), 181–198 (2008)
Lyubomirsky, S., King, L., Diener, E.: The benefits of frequent positive affect: does happiness lead to success? Psychol. Bull. 131(6), 803–855 (2005)
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)
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)
Maslow, A.H.: A theory of human motivation. Psychol. Rev. 50, 370–396 (1943)
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)
Mokhtarian, P.L., Salomon, I.: How ‘derived’ is the demand for travel? Some conceptual and measurement considerations. Transp. Res. A 35, 695–719 (2001)
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)
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)
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)
Musselwhite, C., Haddad, H.: Mobility, accessibility and quality of later life. Qual. Ageing Older Adults 11(1), 25–37 (2010)
Nordbakke, S., Schwanen, T.: Well-being and mobility: a theoretical framework and literature review focusing on older people. Mobilities 9(1), 104–129 (2014)
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)
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)
Pavot, W., Diener, E.: Review of the Satisfaction with Life Scale. Psychol. Assess. 5(2), 164–172 (1993)
Reardon, L., Abdallah, S.: Well-being and transport: taking stock and looking forward. Transp. Rev. 33(6), 634–657 (2013)
Ritter, M., Graff, K.: Effects of dance/movement therapy: a meta-analysis. Arts Psychother. 23(3), 249–260 (1996)
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)
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)
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)
Schwanen, T., Wang, D.: Well-being, context, and everyday activities in space and time. Ann. Am. Assoc. Geogr. 104(4), 833–851 (2014)
Schwanen, T., Banister, D., Bowling, A.: Independence and mobility in later life. Geoforum 43(6), 1313–1322 (2012)
Seeman, T.: Social ties and health: the benefits of social integration. Ann. Epidemiol. 6(5), 442–451 (1996)
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)
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)
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)
Thomas, V., Azmitia, M.: Tapping into the app: updating the experience sampling method for the 21st century. Emerg. Adulthood 4(1), 60–67 (2016)
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)
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)
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)
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)
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)
Wardman, M., Lyons, G.: The digital revolution and worthwhile use of travel time: implications for appraisal and forecasting. Transportation 43, 507–530 (2016)
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)
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)
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)
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)
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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DOI: https://doi.org/10.1007/s11116-018-9935-y