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A Model of the Dynamic Process of Time Allocation to Discretionary Activities

Author

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  • Italo Meloni

    (University of Cagliari, 09123 Cagliari, Piazza D’Armi 16, Italy)

  • Erika Spissu

    (University of Cagliari, 09123 Cagliari, Piazza D’Armi 16, Italy)

  • Massimiliano Bez

    (University of Cagliari, 09123 Cagliari, Piazza D’Armi 16, Italy)

Abstract

This paper proposes an activity-based methodology for representing the allocation of time to discretionary activities during their programming and scheduling, based on the premise that both phases are to be considered contextually and two aspects of the same decision process. The aim of this work is to extend the treatment of utility maximization associated with carrying out two activities to J activities, so as to be able to segregate the time spent traveling from the total amount of time dedicated to out-of-home activities. The global structure of the model takes the form of a nested Tobit, particularly suited for reproducing a sequence of coupled choices. The first choice concerns dividing up overall discretionary time between activities inside and outside the home, then the second choice, subordinate to the first, involves rebudgeting the time between in- and out-of-home activities and trips. Thus the proposed model enables us to analyze the effects that each explicative variable exerts on trips segregated from activities outside the home and, last, during demand forecasting, the direct consequences of allocating discretionary time to trips following changes to an individual’s time budget. A database created from a large-scale time-use survey (ISTAT 1988--1991) has been used for calibrating the model coefficients.

Suggested Citation

  • Italo Meloni & Erika Spissu & Massimiliano Bez, 2007. "A Model of the Dynamic Process of Time Allocation to Discretionary Activities," Transportation Science, INFORMS, vol. 41(1), pages 15-28, February.
    • Handle: RePEc:inm:ortrsc:v:41:y:2007:i:1:p:15-28
    DOI: 10.1287/trsc.1060.0164
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    References listed on IDEAS

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    1. D Damm & S R Lerman, 1981. "A Theory of Activity Scheduling Behavior," Environment and Planning A, , vol. 13(6), pages 703-718, June.
    2. Arentze, Theo A. & Timmermans, Harry J. P., 2004. "A learning-based transportation oriented simulation system," Transportation Research Part B: Methodological, Elsevier, vol. 38(7), pages 613-633, August.
    3. Howe, Charles W & Lee, Byung-Joo & Bennett, Lynne L, 1994. "Design and Analysis of Contingent Valuation Surveys Using the Nested Tobit Model," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 385-389, May.
    4. I. Meloni & L. Guala & A. Loddo, 2004. "Time allocation to discretionary in-home, out-of-home activities and to trips," Transportation, Springer, vol. 31(1), pages 69-96, February.
    5. Evans, Alan W, 1972. "On the Theory of the Valuation and Allocation of Time," Scottish Journal of Political Economy, Scottish Economic Society, vol. 19(1), pages 1-17, February.
    6. Chandra Bhat & Rajul Misra, 1999. "Discretionary activity time allocation of individuals between in-home and out-of-home and between weekdays and weekends," Transportation, Springer, vol. 26(2), pages 193-229, May.
    7. Mohammad M. Hamed & Fred L. Mannering, 1993. "Modeling Travelers' Postwork Activity Involvement: Toward a New Methodology," Transportation Science, INFORMS, vol. 27(4), pages 381-394, November.
    8. Lee, Byung-Joo, 1992. "A nested Tobit analysis for a sequentially censored regression model," Economics Letters, Elsevier, vol. 38(3), pages 269-273, March.
    9. 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.
    10. Toshiyuki Yamamoto & Ryuichi Kitamura, 1999. "An analysis of time allocation to in-home and out-of-home discretionary activities across working days and non- working days," Transportation, Springer, vol. 26(2), pages 231-250, May.
    11. Chandra Bhat & Frank Koppelman, 1999. "A retrospective and prospective survey of time-use research," Transportation, Springer, vol. 26(2), pages 119-139, May.
    12. Bhat, Chandra R., 1998. "A model of post home-arrival activity participation behavior," Transportation Research Part B: Methodological, Elsevier, vol. 32(6), pages 387-400, August.
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    Cited by:

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    4. Erika Spissu & Abdul Pinjari & Chandra Bhat & Ram Pendyala & Kay Axhausen, 2009. "An analysis of weekly out-of-home discretionary activity participation and time-use behavior," Transportation, Springer, vol. 36(5), pages 483-510, September.
    5. Jacek Pawlak & John Polak, 2024. "Valuation of travel time savings in the presence of simultaneous activities," Papers 2407.08312, arXiv.org.
    6. Marcela Munizaga & Sergio Jara-Díaz & Javiera Olguín & Jorge Rivera, 2011. "Generating twins to build weekly time use data from multiple single day OD surveys," Transportation, Springer, vol. 38(3), pages 511-524, May.
    7. Tang, Jia & Mokhtarian, Patricia L. & Zhen, Feng, 2020. "How do passengers allocate and evaluate their travel time? Evidence from a survey on the Shanghai–Nanjing high speed rail corridor, China," Journal of Transport Geography, Elsevier, vol. 85(C).
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