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An activity-based approach of investigating travel behaviour of older people

Application of a time–space constrained scheduling model (CUSTOM) for older people in the National Capital Region (NCR) of Canada

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Abstract

The paper presents the results of an investigation on daily activity-travel scheduling behaviour of older people by using an advanced econometric model and a household travel survey, collected in the National Capital Region (NCR) of Canada in 2011. The activity-travel scheduling model considers a dynamic time–space constrained scheduling process. The key contribution of the paper is to reveal daily activity-travel scheduling behaviour through a comprehensive econometric framework. The resulting empirical model reveals many behavioural details. These include the role that income plays in moderating out-of-home time expenditure choices of older people. Older people in the highest and lowest income categories tend to have lower variations in time expenditure choices than those in middle-income categories. Overall, the time expenditure choices become more stable with increasing age, indicating that longer activity durations and lower activity frequency become more prevalent with increasing age. Daily activity type and location choices reveal a clear random utility-maximizing rational behaviour of older people. It is clear that increasing spatial accessibility to various activity locations is a crucial factor in defining daily out-of-home activity participation of older people. It is also clear that the diversity of out-of-home activity type choices reduces with increasing age and older people are more sensitive to auto travel time than to transit or non-motorized travel time.

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Notes

  1. http://www.ncr-trans-rcn.ca/en/ (Accessed in May 2015).

  2. http://www.ncr-trans-rcn.ca/surveys/o-d-survey/o-d-survey-2011/ (Accessed in May 2015).

References

  • Alsnih, R., Hensher, D.A.: The mobility and accessibility expectations of seniors in an aging population. Transp. Res. A 37(10), 903–916 (2003)

    Google Scholar 

  • Aptech Systems: Gauss User’s Manual (2014). http://www.aptech.com/

  • Arentze, T.A., Timmermans, H.J.P.: A dynamic model of time-budget and activity generation: development and empirical derivation. Transp. Res. Part C 19(2), 242–253 (2011)

    Article  Google Scholar 

  • Boschmann, E.E., Brady, S.A.: Travel behaviors, sustainable mobility, and transit-oriented developments: a travel counts analysis of older adults in the Denver, Colorado metropolitan area. J. Transp. Geogr. 33, 1–11 (2013)

    Article  Google Scholar 

  • Farber, S., Paez, A., Mercado, R.G., Roorda, M., Morency, C.: A time-use investigation of shopping participation in three Canadian Cities: is there evidence of social exclusions? Transportation 38, 17–44 (2011)

    Article  Google Scholar 

  • Habib, K.M.N.: A random utility maximization (RUM) based dynamic activity scheduling model: application in weekend activity scheduling. Transportation 38(1), 123–151 (2011)

    Article  Google Scholar 

  • Habib, K.M.N.: A joint discrete-continuous model considering budget constraint for the continuous part: application in joint mode and departure time choice modelling. Transp. A 9(2), 149–177 (2013)

    Google Scholar 

  • Habib, K.M.N.: An investigation on mode choice and travel distance demand of older people in the National Capital Region (NCR) of Canada: application of a utility theoretic joint econometric model. Transportation 42, 143–161 (2014)

    Article  Google Scholar 

  • Habib, K.M.N.: A comprehensive utility based system of travel options modelling (CUSTOM) consideration of dynamic time budget constrained potential path areas in activity scheduling processes: Applications in modelling worker’s daily activity-travel schedules. The Paper Presented at the 94th Annual Meeting of Transportation Research Board, 11–15 Jan (2015)

  • Habib, K.M.N., Sasic, A.: A GEV model with scale heterogeneity to investigate mobility tool ownership and peak period non-work travel mode choices. J. Choice Model. 10, 46–59 (2014)

    Article  Google Scholar 

  • Hensher, D.A.: Some insights into the key influences on trip-chaining activity and public transport use of seniors and the elderly. Int. J. Sustain. Transp. 1(1), 53–68 (2007)

    Article  Google Scholar 

  • Hildebrand, E.D.: Dimensions in elderly travel behaviour: a simplified activity-based model using lifestyle clusters. Transportation 30(3), 285–306 (2003)

    Article  Google Scholar 

  • Joh, C.-H.: Measuring and predicting adaptation in multidimensional activity-travel patterns. Ph.D. thesis, Eindhoven University, Netherlands (2004)

  • Kim, S.: Analysis of elderly mobility by structural equation modeling. Transp. Res. Rec. 1854, 81–89 (2003)

    Article  Google Scholar 

  • Kim, S.: Assessing mobility in an aging society: personal and built environment factors associated with older people’s subjective transportation deficiency in the US. Transp. Res. F 14(2011), 422–439 (2011)

    Article  Google Scholar 

  • Kim, S., Ulfarsson, G.F.: Travel mode choice of the elderly: effects of personal, household, neighborhood, and trip characteristics. Transp. Res. Rec. 1894, 117–126 (2004)

    Article  Google Scholar 

  • McFadden, D.: Modeling the choice of residential location. In: Karquist, A., Lundqvist, L., Snickars, F., Weibull, J. (eds.) Spatial Interaction Theory and Planning Models, pp. 75–96. Elsevier, Amsterdam (1978)

    Google Scholar 

  • Mercado, R., Paez, A.: Determinants of distance traveled with a focus on the elderly: a multilevel analysis in the Hamilton CMA, Canada. J. Transp. Geogr. 17(1), 65–76 (2009)

    Article  Google Scholar 

  • Mercado, R., Paez, A., Newbold, K.B.: Transport policy and the provision of mobility options in an aging society: a case study of Ontario, Canada. J. Transp. Geogr. 18, 649–661 (2010)

    Article  Google Scholar 

  • Metz, D.H.: Mobility and older people and their quality of life. Transp. Policy 7, 149–152 (2000)

    Article  Google Scholar 

  • Mercado, R., Paez, A., Newbold, K.B., Kanaroglou, P.: Transport policy in aging societies: an international comparison and implications for Canada. The Open Transportation Journal 1, 1–13 (2007)

    Article  Google Scholar 

  • Moniruzzaman, M., Paez, A., Habib, K.M.N., Morency, C.: Mode use and trip lengths of seniors in Montreal. J. Transp. Geogr. 30, 89–99 (2013)

    Article  Google Scholar 

  • Morency, C., Paez, A., Roorda, M.J., Mercado, R., Farber, S.: Distance traveled in three Canadian cities: Spatial analysis from the perspective of vulnerable population segments. J. Transp. Geogr. 19, 39–50 (2011)

    Article  Google Scholar 

  • National Capital Commission: Horizon 2067: The Plan for Canada’s Capital, National Engagement Strategy: Public Consultation Report (2012). http://www.ncc-ccn.gc.ca/planning/horizon2067

  • Newbold, K.B., Scott, D.M., Spinney, J.E.L., Kanaroglou, P., Paez, A.: Travel behavior within Canada’s older population: a cohort analysis. J. Transp. Geogr. 13(4), 340–351 (2005)

    Article  Google Scholar 

  • Paez, A., Scott, D., Potoglou, D., Kanaroglou, P., Newbold, K.: Elderly mobility: demographic and spatial analysis of trip making in the Hamilton CMA, Canada. Urban Stud. 44(1), 123–146 (2007)

    Article  Google Scholar 

  • Ravulaparthy, S., Yoon, S.Y., Goulias, K.G.: Linking elderly transport mobility and subjective well-being: A multivariate latent modelling approach. Paper Presented at the 92nd Annual Meeting of Transportation Research Board. Washington DC. January 13–17 Jan, 2013 (2013)

  • Roorda, M. J. 2005 Activity-based modeling of household travel. Ph.D. thesis, Department of Civil Engineering, University of Toronto

  • Rosenbloom, S.: Sustainability and automobility of the elderly: an international assessment. Transportation 28, 375–408 (2001)

    Article  Google Scholar 

  • Schmocker, J.D., Quddus, M.A., Noland, R.B., Bell, M.G.H.: Estimating trip generation of elderly and disabled people: analysis of London data. Transp. Res. Rec. 1924, 9–18 (2005)

    Article  Google Scholar 

  • Scott, D., He, S.Y.: Modeling constrained destination choice for shopping a GIS-based, time-geography approach. J. Transp. Geogr. 23, 60–71 (2012)

    Article  Google Scholar 

  • Scott, D.M., Newbold, K.B., Spinney, J.E.L., Mercado, R., Paez, A., Kanaroglou, P.S.: New insights into senior travel behavior: the Canadian experience. Growth and change 40(1), 140–168 (2009)

    Article  Google Scholar 

  • Smith, G.C., Sylvestre, G.M.: Determinants of the travel behavior of the suburban elderly. Growth Change 32(3), 395–412 (2001)

    Article  Google Scholar 

  • Tacken, M.: Mobility of the elderly in time and space in the Netherlands: an analysis of the dutch national travel survey. Transportation 25(4), 379–393 (1998)

    Article  Google Scholar 

  • University of Ottawa: Ottawa works: a mosaic of Ottawa’s economic and workforce landscape. Report I Ottawa’s Workforce Environment. Report funded by Human Resources Development Canada (2002)

  • Yoon, S.Y., Deutsch, K., Chen, Y., Goulias, K.G.: Feasibility of using time-space prism to represent available opportunities and choice sets for destination choice models in context of dynamic urban environment. Transportation 39(4), 807–823 (2012)

    Article  Google Scholar 

Download references

Acknowledgments

The study was funded by an NSERC Discovery Grant and an Early Researcher Award from Ontario Ministry of Economic Development and Innovation. The authors acknowledge the contribution of the TRANS Committee. Thanks to Ahmad Subhani, Senior Project Manager of the City of Ottawa. However, the errors and mistakes are the sole responsibility of the authors. The authors also acknowledge the comments and suggestions of three anonymous reviewers.

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Correspondence to Khandker M. Nurul Habib.

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Habib, K.M.N., Hui, V. An activity-based approach of investigating travel behaviour of older people. Transportation 44, 555–573 (2017). https://doi.org/10.1007/s11116-015-9667-1

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  • DOI: https://doi.org/10.1007/s11116-015-9667-1

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