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A study of tour formation: pre-, during, and post-recession analysis

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  • Rezwana Rafiq

    (University of California)

  • Michael G. McNally

    (University of California)

Abstract

This study examines changes in activity-travel patterns of employed people during a recession by using a tour-based representation of the activity-based approach. The term tour is defined as a sequence of trips and activities that begins and ends at home and contains at least one non-home activity. Tours are classified based on the presence of work and/or non-work activities. We are interested in investigating how a recession can affect an individual’s tour choices. We developed a rigorous methodological framework by using multi-group structural equation modeling (SEM) to analyze changes in tour choice. In particular, we developed a causal structure conceptualsizing the interrelationships among socio-demographic and economic characteristics, activity-travel participation, and the choice of various work and non-work tours. Using data from the American Time Use Survey (ATUS), the study found that activity-travel relationships and their role in tour choice differed in the recession year (2009) compared to pre- and post-recession years (2009 and 2012, respectively). By analyzing temporal changes in causal structure, we identified four sub-trend groups defined by: (1) norms that did not change in pre-, during, and post-recession years, (2) norms that changed during the recession but returned to the old norm, (3) norms that changed during the recession and were maintained as new norm, and finally (4) 2006 norms that did not change during the 2009 recession but changed after the recession. Via analysis of multiple group SEM, we identified instances of each of these cases and provided potential rationales in the context of how a recession can influence norms and thus can affect activity-travel behavior.

Suggested Citation

  • Rezwana Rafiq & Michael G. McNally, 2021. "A study of tour formation: pre-, during, and post-recession analysis," Transportation, Springer, vol. 48(5), pages 2187-2233, October.
  • Handle: RePEc:kap:transp:v:48:y:2021:i:5:d:10.1007_s11116-020-10126-8
    DOI: 10.1007/s11116-020-10126-8
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    as
    1. 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.
    2. Bhat, Chandra, 1999. "An analysis of evening commute stop-making behavior using repeated choice observations from a multi-day survey," Transportation Research Part B: Methodological, Elsevier, vol. 33(7), pages 495-510, September.
    3. Golob, Thomas F. & McNally, Michael G., 1997. "A Model of Activity Participation Between Household Heads," University of California Transportation Center, Working Papers qt4dj8f1gg, University of California Transportation Center.
    4. Vikram Maheshri & Clifford Winston, 2016. "Did the Great Recession keep bad drivers off the road?," Journal of Risk and Uncertainty, Springer, vol. 52(3), pages 255-280, June.
    5. Venu M. Garikapati & Ram M. Pendyala & Eric A. Morris & Patricia L. Mokhtarian & Noreen McDonald, 2016. "Activity patterns, time use, and travel of millennials: a generation in transition?," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 558-584, September.
    6. Kühne, Kathrin & Mitra, Suman K. & Saphores, Jean-Daniel M., 2018. "Without a ride in car country – A comparison of carless households in Germany and California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 109(C), pages 24-40.
    7. Priyanka Anand & Yonatan Ben-Shalom, 2014. "How Do Working-Age People With Disabilities Spend Their Time? New Evidence From the American Time Use Survey," Demography, Springer;Population Association of America (PAA), vol. 51(6), pages 1977-1998, December.
    8. Ferdous, Nazneen & Eluru, Naveen & Bhat, Chandra R. & Meloni, Italo, 2010. "A multivariate ordered-response model system for adults' weekday activity episode generation by activity purpose and social context," Transportation Research Part B: Methodological, Elsevier, vol. 44(8-9), pages 922-943, September.
    9. Xuemei Fu & Zhicai Juan, 2016. "Empirical analysis and comparisons about time-allocation patterns across segments based on mode-specific preferences," Transportation, Springer, vol. 43(1), pages 37-51, January.
    10. Golob, Thomas F., 2000. "A simultaneous model of household activity participation and trip chain generation," Transportation Research Part B: Methodological, Elsevier, vol. 34(5), pages 355-376, June.
    11. Günseli Berik & Ebru Kongar, 2013. "Time Allocation of Married Mothers and Fathers in Hard Times: The 2007--09 US Recession," Feminist Economics, Taylor & Francis Journals, vol. 19(3), pages 208-237, July.
    12. Rocío Cascajo & Lourdes Diaz Olvera & Andrés Monzon & Didier Plat & Jean-Baptiste Ray, 2018. "Impacts of the economic crisis on household transport expenditure and public transport policy: Evidence from the Spanish case," Post-Print halshs-01672812, HAL.
    13. Lu, Xuedong & Pas, Eric I., 1999. "Socio-demographics, activity participation and travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 33(1), pages 1-18, January.
    14. Golob, Thomas F. & Regan, Amelia C., 2001. "Impacts of highway congestion on freight operations: perceptions of trucking industry managers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(7), pages 577-599, August.
    15. Sivaramakrishnan Srinivasan & Chandra Bhat, 2008. "An exploratory analysis of joint-activity participation characteristics using the American time use survey," Transportation, Springer, vol. 35(3), pages 301-327, May.
    16. Arun Kuppam & Ram Pendyala, 2001. "A structural equations analysis of commuters' activity and travel patterns," Transportation, Springer, vol. 28(1), pages 33-54, February.
    17. Alan B. Krueger & Andreas I. Mueller, 2012. "Time Use, Emotional Well-Being, and Unemployment: Evidence from Longitudinal Data," American Economic Review, American Economic Association, vol. 102(3), pages 594-599, May.
    18. Veronique Acker & Frank Witlox, 2011. "Commuting trips within tours: how is commuting related to land use?," Transportation, Springer, vol. 38(3), pages 465-486, May.
    19. Kondo, Katsunao & Kitamura, Ryuichi, 1987. "Time-space constraints and the formation of trip chains," Regional Science and Urban Economics, Elsevier, vol. 17(1), pages 49-65, February.
    20. Fu, Xuemei & Juan, Zhicai, 2017. "Exploring the psychosocial factors associated with public transportation usage and examining the “gendered” difference," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 70-82.
    21. Yusak O. Susilo & Chengxi Liu & Maria Börjesson, 2019. "The changes of activity-travel participation across gender, life-cycle, and generations in Sweden over 30 years," Transportation, Springer, vol. 46(3), pages 793-818, June.
    22. Rogers, William H. & Winkler, Anne E., 2013. "The Relationship between the Housing & Labor Market Crises and Doubling-Up: An MSA-Level Analysis, 2005-2010," IZA Discussion Papers 7263, Institute of Labor Economics (IZA).
    23. Cascajo, Rocío & Diaz Olvera, Lourdes & Monzon, Andrés & Plat, Didier & Ray, Jean-Baptiste, 2018. "Impacts of the economic crisis on household transport expenditure and public transport policy: Evidence from the Spanish case," Transport Policy, Elsevier, vol. 65(C), pages 40-50.
    24. Bernardo, Christina & Paleti, Rajesh & Hoklas, Megan & Bhat, Chandra, 2015. "An empirical investigation into the time-use and activity patterns of dual-earner couples with and without young children," Transportation Research Part A: Policy and Practice, Elsevier, vol. 76(C), pages 71-91.
    25. Ulfarsson, Gudmundur F. & Steinbrenner, Anne & Valsson, Trausti & Kim, Sungyop, 2015. "Urban household travel behavior in a time of economic crisis: Changes in trip making and transit importance," Journal of Transport Geography, Elsevier, vol. 49(C), pages 68-75.
    26. Van Acker, Veronique & Mokhtarian, Patricia L. & Witlox, Frank, 2014. "Car availability explained by the structural relationships between lifestyles, residential location, and underlying residential and travel attitudes," Transport Policy, Elsevier, vol. 35(C), pages 88-99.
    27. Golob, Thomas F. & McNally, Michael G., 1997. "A model of activity participation and travel interactions between household heads," Transportation Research Part B: Methodological, Elsevier, vol. 31(3), pages 177-194, June.
    28. Bayarma Alexander & Martin Dijst & Dick Ettema, 2010. "Working from 9 to 6? An analysis of in-home and out-of-home working schedules," Transportation, Springer, vol. 37(3), pages 505-523, May.
    29. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2013. "Time Use during the Great Recession," American Economic Review, American Economic Association, vol. 103(5), pages 1664-1696, August.
    30. Yingling Fan, 2017. "Household structure and gender differences in travel time: spouse/partner presence, parenthood, and breadwinner status," Transportation, Springer, vol. 44(2), pages 271-291, March.
    31. Bhat, Chandra R. & Singh, Sujit K., 2000. "A comprehensive daily activity-travel generation model system for workers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 34(1), pages 1-22, January.
    32. Blumenberg, Evelyn & Taylor, Brian D. & Smart, Michael & Ralph, Kelcie & Wander, Madeline & Brumbagh, Stephen, 2012. "What's Youth Got to Do with It? Exploring the Travel Behavior of Teens and Young Adults," University of California Transportation Center, Working Papers qt9c14p6d5, University of California Transportation Center.
    33. Blumenberg, Evelyn & Ralph, Kelcie & Smart, Michael & Taylor, Brian D., 2016. "Who knows about kids these days? Analyzing the determinants of youth and adult mobility in the U.S. between 1990 and 2009," Transportation Research Part A: Policy and Practice, Elsevier, vol. 93(C), pages 39-54.
    34. Ignacio Gimenez-Nadal, J. & Molina, Jose Alberto & Velilla, Jorge, 2018. "The commuting behavior of workers in the United States: Differences between the employed and the self-employed," Journal of Transport Geography, Elsevier, vol. 66(C), pages 19-29.
    35. Xuemei Fu & Zhicai Juan, 2016. "Empirical analysis and comparisons about time-allocation patterns across segments based on mode-specific preferences," Transportation, Springer, vol. 43(1), pages 37-51, January.
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    Cited by:

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