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Should we all just stay home? Travel, out-of-home activities, and life satisfaction

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  • Morris, Eric A.

Abstract

How and why travel contributes to our life satisfaction is of considerable import for transportation policy and planning. This paper empirically examines this relationship using data from the American Time Use Survey. It finds that, controlling for relevant demographic, geographic, and temporal covariates, travel time per day is significantly and positively associated with life satisfaction. This relationship is attenuated, but still significant, when the amount of time spent participating in out-of-home activities is controlled for. Time spent bicycling is strongly associated with higher life satisfaction, though it attains significance only in some models; time spent walking is also quite positive, though it is not significant. However, both walking and bicycling are positively and significantly associated with life satisfaction when time spent on purely recreational walking and bicycling is included. Life satisfaction is positively and significantly associated with time spent traveling for the purposes of eating and drinking, religious activities, volunteering, and playing and watching sports. Travel time exhibits a strong positive relationship with life satisfaction in smaller towns and cities, but in large cities the association weakens, and for very large cities travel time may actually not be associated with life satisfaction at all. This may be due to the costs of traffic congestion, which disproportionately exists in large cities. In all, while the associations between travel and life satisfaction are clear, the causal story is complex, with the positive relationships potentially being explained by (1) travel allowing us to access destinations that make us happy, (2) the act of travel itself being fulfilling, and/or (3) intrinsically happier people being more likely to travel. In all likelihood, all three factors are at play.

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  • Morris, Eric A., 2015. "Should we all just stay home? Travel, out-of-home activities, and life satisfaction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 519-536.
  • Handle: RePEc:eee:transa:v:78:y:2015:i:c:p:519-536
    DOI: 10.1016/j.tra.2015.06.009
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    1. David T. Ory & Patricia L. Mokhtarian & Lothlorien S. Redmond & Ilan Salomon & Gustavo O. Collantes & Sangho Choo, 2004. "When is Commuting Desirable to the Individual?," Growth and Change, Wiley Blackwell, vol. 35(3), pages 334-359, September.
    2. Terence Bostic & J.T. Ptacek, 2001. "Personality Factors and the Short-Term Variability in Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 2(4), pages 355-373, December.
    3. Cecilia Bergstad & Amelie Gamble & Tommy Gärling & Olle Hagman & Merritt Polk & Dick Ettema & Margareta Friman & Lars Olsson, 2011. "Subjective well-being related to satisfaction with daily travel," Transportation, Springer, vol. 38(1), pages 1-15, January.
    4. Delbosc, Alexa & Currie, Graham, 2011. "Transport problems that matter – social and psychological links to transport disadvantage," Journal of Transport Geography, Elsevier, vol. 19(1), pages 170-178.
    5. Mokhtarian, Patricia L. & Salomon, Ilan, 2001. "How derived is the demand for travel? Some conceptual and measurement considerations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(8), pages 695-719, September.
    6. André Duarte & Camila Garcia & Grigoris Giannarakis & Susana Limão & Amalia Polydoropoulou & Nikolaos Litinas, 2010. "New approaches in transportation planning: happiness and transport economics," Netnomics, Springer, vol. 11(1), pages 5-32, April.
    7. Alois Stutzer & Bruno S. Frey, 2008. "Stress that Doesn't Pay: The Commuting Paradox," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(2), pages 339-366, June.
    8. Adam Cohen, 2002. "The Importance of Spirituality in Well-Being for Jews and Christians," Journal of Happiness Studies, Springer, vol. 3(3), pages 287-310, September.
    9. Rojas, Mariano, 2007. "Heterogeneity in the relationship between income and happiness: A conceptual-referent-theory explanation," Journal of Economic Psychology, Elsevier, vol. 28(1), pages 1-14, January.
    10. Stradling, Stephen & Carreno, Michael & Rye, Tom & Noble, Allyson, 2007. "Passenger perceptions and the ideal urban bus journey experience," Transport Policy, Elsevier, vol. 14(4), pages 283-292, July.
    11. Lothlorien Redmond & Patricia Mokhtarian, 2001. "The positive utility of the commute: modeling ideal commute time and relative desired commute amount," Transportation, Springer, vol. 28(2), pages 179-205, May.
    12. Jensen, Mette, 1999. "Passion and heart in transport -- a sociological analysis on transport behaviour," Transport Policy, Elsevier, vol. 6(1), pages 19-33, January.
    13. Jan-Emmanuel De Neve & James H. Fowler & Bruno S. Frey, 2010. "Genes, economics, and happiness," IEW - Working Papers 475, Institute for Empirical Research in Economics - University of Zurich.
    14. Georg Gottholmseder & Klaus Nowotny & Gerald J. Pruckner & Engelbert Theurl, 2009. "Stress perception and commuting," Health Economics, John Wiley & Sons, Ltd., vol. 18(5), pages 559-576, May.
    15. Eric Morris & Erick Guerra, 2015. "Mood and mode: does how we travel affect how we feel?," Transportation, Springer, vol. 42(1), pages 25-43, January.
    16. Abou-Zeid, Maya & Ben-Akiva, Moshe, 2012. "Travel mode switching: Comparison of findings from two public transportation experiments," Transport Policy, Elsevier, vol. 24(C), pages 48-59.
    17. David G. Blanchflower & Andrew J. Oswald, 2004. "Money, Sex and Happiness: An Empirical Study," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(3), pages 393-415, October.
    18. Ettema, Dick & Gärling, Tommy & Olsson, Lars E. & Friman, Margareta, 2010. "Out-of-home activities, daily travel, and subjective well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 723-732, November.
    19. Stanley, John K. & Hensher, David A. & Stanley, Janet R. & Vella-Brodrick, Dianne, 2011. "Mobility, social exclusion and well-being: Exploring the links," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(8), pages 789-801, October.
    20. Timothy Pychyl & Brian Little, 1998. "Dimensional Specificity in the Prediction of Subjective Well-Being: Personal Projects in Pursuit of the PhD," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 45(1), pages 423-473, November.
    21. Ruut Veenhoven, 1994. "Is happiness a trait?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 32(2), pages 101-160, June.
    22. Frey, Bruno S & Stutzer, Alois, 2000. "Happiness, Economy and Institutions," Economic Journal, Royal Economic Society, vol. 110(466), pages 918-938, October.
    23. Banister, David & Bowling, Ann, 2004. "Quality of life for the elderly: the transport dimension," Transport Policy, Elsevier, vol. 11(2), pages 105-115, April.
    24. Susanne Nordbakke & Tim Schwanen, 2014. "Well-being and Mobility: A Theoretical Framework and Literature Review Focusing on Older People," Mobilities, Taylor & Francis Journals, vol. 9(1), pages 104-129, February.
    25. Eric Hildebrand, 2003. "Dimensions in elderly travel behaviour: A simplified activity-based model using lifestyle clusters," Transportation, Springer, vol. 30(3), pages 285-306, August.
    26. Graham Currie & Alexa Delbosc, 2010. "Modelling the social and psychological impacts of transport disadvantage," Transportation, Springer, vol. 37(6), pages 953-966, November.
    27. Jonas De Vos & Tim Schwanen & Veronique Van Acker & Frank Witlox, 2013. "Travel and Subjective Well-Being: A Focus on Findings, Methods and Future Research Needs," Transport Reviews, Taylor & Francis Journals, vol. 33(4), pages 421-442, July.
    28. John Stanley & David A. Hensher & Janet Stanley & Graham Currie & William H. Greene & Dianne Vella-Brodrick, 2011. "Social Exclusion and the Value of Mobility," Journal of Transport Economics and Policy, University of Bath, vol. 45(2), pages 197-222, May.
    29. Runt Veenhoven, 2002. "Why Social Policy Needs Subjective Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 58(1), pages 33-46, June.
    30. Stanley, Janet & Vella-Brodrick, Dianne, 2009. "The usefulness of social exclusion to inform social policy in transport," Transport Policy, Elsevier, vol. 16(3), pages 90-96, July.
    31. Tertoolen, Gerard & van Kreveld, Dik & Verstraten, Ben, 1998. "Psychological resistance against attempts to reduce private car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(3), pages 171-181, April.
    32. Ory, David T. & Mokhtarian, Patricia L., 2005. "When is getting there half the fun? Modeling the liking for travel," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 97-123.
    33. Spinney, Jamie E.L. & Scott, Darren M. & Newbold, K. Bruce, 2009. "Transport mobility benefits and quality of life: A time-use perspective of elderly Canadians," Transport Policy, Elsevier, vol. 16(1), pages 1-11, January.
    34. Tim Schwanen & Donggen Wang, 2014. "Well-Being, Context, and Everyday Activities in Space and Time," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(4), pages 833-851, July.
    35. Carol Ryff & Burton Singer, 2008. "Know Thyself and Become What You Are: A Eudaimonic Approach to Psychological Well-Being," Journal of Happiness Studies, Springer, vol. 9(1), pages 13-39, January.
    36. Richard Wener & Gary Evans & Donald Phillips & Natasha Nadler, 2003. "Running for the 7:45: The effects of public transit improvements on commuter stress," Transportation, Springer, vol. 30(2), pages 203-220, May.
    37. Alan Waterman & Seth Schwartz & Regina Conti, 2008. "The Implications of Two Conceptions of Happiness (Hedonic Enjoyment and Eudaimonia) for the Understanding of Intrinsic Motivation," Journal of Happiness Studies, Springer, vol. 9(1), pages 41-79, January.
    38. Richard A. Marottoli & Carlos F. Mendes de Leon & Thomas A. Glass & Christianna S. Williams & Leo M. Cooney & Lisa F. Berkman, 2000. "Consequences of Driving Cessation," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 55(6), pages 334-340.
    39. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    40. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    41. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    42. Ettema, Dick & Friman, Margareta & Gärling, Tommy & Olsson, Lars E. & Fujii, Satoshi, 2012. "How in-vehicle activities affect work commuters’ satisfaction with public transport," Journal of Transport Geography, Elsevier, vol. 24(C), pages 215-222.
    43. Heidi Lepper, 1998. "Use of Other-Reports to Validate Subjective Well-Being Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 44(3), pages 367-379, July.
    44. Lars Olsson & Tommy Gärling & Dick Ettema & Margareta Friman & Satoshi Fujii, 2013. "Happiness and Satisfaction with Work Commute," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(1), pages 255-263, March.
    45. Lindsey Baker & Lawrence Cahalin & Kerstin Gerst & Jeffrey Burr, 2005. "Productive Activities And Subjective Well-Being Among Older Adults: The Influence Of Number Of Activities And Time Commitment," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 73(3), pages 431-458, September.
    46. Delbosc, Alexa & Currie, Graham, 2011. "Exploring the relative influences of transport disadvantage and social exclusion on well-being," Transport Policy, Elsevier, vol. 18(4), pages 555-562, August.
    47. Anne Gadermann & Bruno Zumbo, 2007. "Investigating the Intra-Individual Variability and Trajectories of Subjective Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 1-33, March.
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