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A GPS-based Analysis of Household Travel Behavior

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  • Golledge, Reginald G
  • Zhou, Jack

Abstract

While characteristics of daily travel behavior have been determined from analyses of the reconstructed household travel behavior recorded in travel diaries, such reconstructions are subject to criticisms that people lie or falsely recall information about destinations, times of travel, trip purposes, trip destination, and other critical characteristics, such as under-reporting of short trips and the number of stops in a trip chain. In 1997 the Department of Transportation carried out a one week study in Lexington, Kentucky in which the cars of 100 households were equipped with GPS and in-car computers. Every stop was logged by the GPS receiver and the purpose of the trip was recorded at that time on an in-car computer. The final report of the study gave descriptions of travel behavior but performed little analysis on the data so collected. Using a CD-ROM data record of all transactions provided by DOT, we propose to examine questions such as: To what extent were the travel behaviors recorded on each day highly correlated? Are there recurring cyclic patterns that show similar patterns of repetitive behavior on different days of the week? How well can a model calibrated for activity behavior on one day predict behavior on other dates? How well does this data support panel and/or diary studies? To what extent to discrete choice models of travel behavior fit the data for different days with approximately the same parameters? To what extent did travelers use optimal travel routes (e.g. shortest path?)? What proportion of different trip purposes were undertaken entirely on suburban streets and what proportion relied on different quantities of freeway travel? Knowing the answers to these questions provides the final pieces to the puzzle of repetitiveness in household travel behavior. It is of considerable importance to the calibration of predictive models of behavior and to successfully implementing Advanced Transportation Management and Information Systems (ATMIS).

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  • Golledge, Reginald G & Zhou, Jack, 1999. "A GPS-based Analysis of Household Travel Behavior," University of California Transportation Center, Working Papers qt3hg1f5nb, University of California Transportation Center.
    • Handle: RePEc:cdl:uctcwp:qt3hg1f5nb
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    1. Vaughn, Kenneth M. & Abdel-aty, Mohamed A. & Kitamura, Ryichi & Jovanis, Paul P. & Yang, Hai, 1993. "Experimental Analysis And Modeling Of Sequential Route Choice Under ATIS In A Simple Traffic Network," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt8hs4x4ng, Institute of Transportation Studies, UC Berkeley.
    2. Supernak, Janusz, 1992. "Temporal utility profiles of activities and travel: Uncertainty and decision making," Transportation Research Part B: Methodological, Elsevier, vol. 26(1), pages 60-76, February.
    3. Gärling, Tommy & Kwan, Mei-Po & Golledge, Reginald G., 1994. "Computational-process modelling of household activity scheduling," Transportation Research Part B: Methodological, Elsevier, vol. 28(5), pages 355-364, October.
    4. Golledge, Reginald G. & Marston, James R. & Costanzo, C. Michael, 1998. "Assistive Devices and Services for the Disabled: Auditory Signage and the Accessible City for Blind or Vision-Impaired Travelers," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2g57v0mb, Institute of Transportation Studies, UC Berkeley.
    5. Golledge, Reginald G. & Marston, James R. & Costanzo, C. Michael, 1997. "Attitudes of Visually Impaired Persons Toward the Use of Public Transportation," University of California Transportation Center, Working Papers qt34x1z4m8, University of California Transportation Center.
    6. Golledge, Reginald G., 1995. "Path Selection and Route Preference in Human Navigation: A Progress Report," University of California Transportation Center, Working Papers qt9jn5r27v, University of California Transportation Center.
    7. Adler, Jeffery L. & Recker, Wilfred W. & McNally, Michael G., 1992. "Using Interactive Simulation to Model Driver Behavior Under ATIS," University of California Transportation Center, Working Papers qt5180r2r6, University of California Transportation Center.
    8. Golledge, Reginald G. & Kwan, Mei-Po & Garling, Tommy, 1994. "Computational-Process Modelling of Household Travel Decisions Using a Geographical Information System," University of California Transportation Center, Working Papers qt4kk8w93s, University of California Transportation Center.
    9. Ran, Bin & Hall, Randolph W. & Boyce, David E., 1996. "A link-based variational inequality model for dynamic departure time/route choice," Transportation Research Part B: Methodological, Elsevier, vol. 30(1), pages 31-46, February.
    10. Golledge, Reginald G., 1995. "Defining the Criteria Used in Path Selection," University of California Transportation Center, Working Papers qt8js0w0bs, University of California Transportation Center.
    11. Hani S. Mahmassani & Gang-Len Chang & Robert Herman, 1986. "Individual Decisions and Collective Effects in a Simulated Traffic System," Transportation Science, INFORMS, vol. 20(4), pages 258-271, November.
    12. L J Hubert & R G Golledge, 1982. "Comparing Rectangular Data Matrices," Environment and Planning A, , vol. 14(8), pages 1087-1095, August.
    13. Small, Kenneth A, 1982. "The Scheduling of Consumer Activities: Work Trips," American Economic Review, American Economic Association, vol. 72(3), pages 467-479, June.
    14. Hani S. Mahmassani & Gang-Len Chang, 1987. "On Boundedly Rational User Equilibrium in Transportation Systems," Transportation Science, INFORMS, vol. 21(2), pages 89-99, May.
    15. Marston, James R. & Golledge, Reginald G. & Costanzo, C. Michael, 1997. "Investigating travel behavior of nondriving blind and vision impaired people: The role of public transit," University of California Transportation Center, Working Papers qt9gb6d4b4, University of California Transportation Center.
    16. Marston, James R. & Golledge, Reginald G., 1998. "Improving Transit Access for the Blind and Vision Impaired," University of California Transportation Center, Working Papers qt93s1c64h, University of California Transportation Center.
    17. Golledge, Reginald G., 1992. "Place Recognition and Wayfinding: Making Sense of Space," University of California Transportation Center, Working Papers qt3s50w5bq, University of California Transportation Center.
    18. Farrell, Jay & Barth, Matthew & Galijan, Randy & Sinko, Jim, 1998. "GPS/ INS Based Lateral And Longitudinal Control Demonstration: Final Report," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt5tn6b3cp, Institute of Transportation Studies, UC Berkeley.
    19. Caplice, Chris & Mahmassani, Hani S., 1992. "Aspects of commuting behavior: Preferred arrival time, use of information and switching propensity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 26(5), pages 409-418, September.
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