Analysis of Global Positioning System-Based Data Collection Methods for Capturing Multistop Trip-Chaining Behavior

Abstract

An evaluation is presented of the effectiveness of Global Positioning System (GPS) data in capturing complex travel patterns characterized by multistop trip chains. This evaluation is made by analyzing tripchaining patterns for a sample of individuals from whom travel data were collected using an innovative GPS device that was fitted to one of their household vehicles. By tracking the movements of household vehicles and automatically recording their locations, it is potentially possible to capture short, intermediate, and infrequent trips that would have been missed in a traditional travel diary survey. The primary objective of the study was to evaluate the effectiveness of GPS in capturing such trips. A secondary objective was to examine whether GPS trip data are suitable for analyzing trip-chaining behavior in the context of typical activities that people pursue outside the home. Descriptive statistical analysis techniques are used to explore trip-chaining patterns of individuals and model the propensity of linking various typical out-of-home activities in home-based chains. The results indicated that GPS data collection is more effective in capturing activity-linking behavior but merits some refinement to minimize the amount of missing data.

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References

Battelle Transport Division. Lexington Area Travel Data Collection Test. Final Report. FHWA, U.S. Department of Transportation, Sept. 1997.

Demetsky

M. J.

, and Lockwood

P. B.

. Methodology for Non Work Travel Analysis in Suburban Communities. Final Report. Virginia Transportation Research Council, Charlottesville, Nov. 1994.

Oster

C. V.

Jr. Household Tripmaking to Multiple Destinations: The Overlooked Urban Travel Pattern. Traffic Quarterly, Vol. 32, 1978, pp. 511–529.

Prevedouros

P. D.

, and Schofer

J. L.

. Suburban Transport Behavior as a Factor in Congestion. In Transportation Research Record 1237, TRB, National Research Council, Washington, D.C., 1989, pp. 47–58.

Orski

A Realistic Appraisal of Traffic Congestion. Urban Land, Oct. 1989, p. 35.

Davidson

Impact of Suburban Employee Trip Chaining on Transportation Demand Management. In Transportation Research Record 1321, TRB, National Research Council, Washington, D.C., 1991, pp. 82–89.

Strathman

J. G.

, Dueker

K. J.

, and Davis

J. S.

. Effects of Household Structure and Selected Travel Characteristics on Trip Chaining. Transportation, Vol. 21, No. 2, 1994, pp. 23–45.

Jou

R. C.

, and Mahmassani

H. S.

. Comparative Analysis of Day-to-Day Trip-Chaining Behavior of Urban Commuters in Two Cities. In Transportation Research Record 1607, TRB, National Research Council, Washington, D.C., 1997, pp. 163–170.

Kumar

, and Levinson

D. M.

. Chained Trips in Montgomery County, Maryland. ITE Journal, May 1995, pp. 27–32.

10.

Sasaki

Estimation of Person Trip Patterns Through Markov Chains. In Traffic Flow and Transportation ( Newell

G. F.

, ed.), American Elsevier, New York, 1972, pp. 119–130.

11.

Southworth

Multi-Destination, Multi-Purpose Trip Chaining and Its Implications for Locational Accessibility: A Simulation Approach. Papers of the Regional Science Association, Vol. 57, 1985, pp. 107–123.

12.

Adler

, and Ben-Akiva

. A Theoretical and Empirical Model of Trip Chaining Behavior. Transportation Research, Vol. 13B, 1979, pp. 243–257.

13.

Goulias

K. G.

, and Kitamura

. Recursive Model System for Trip Generation and Trip Chaining. In Transportation Research Record 1236, TRB, National Research Council, Washington, D.C., 1989, pp. 59–66.

14.

Goulias

K. G.

, Pendyala

R. M.

, and Kitamura

. Practical Method for the Estimation of Trip Generation and Trip Chaining. In Transportation Research Record 1285, TRB, National Research Council, Washington, D.C., 1990, pp. 47–56.

15.

Shiftan

, and Ruiter

. A Practical Approach to Estimate Trip Chaining. Presented at the 75th Annual Meeting of the Transportation Research Board, Washington, D.C., Jan. 1996.

16.

Nishii

, Kondo

, and Kitamura

. Empirical Analysis of Trip Chaining Behavior. In Transportation Research Record 1203, TRB, National Research Council, Washington, D.C., 1988, pp. 48–59.

17.

Metaxatos

, and Sen

. Trip Chaining Models: Theoretical Framework and Empirical Analysis. Presented at the 76th Annual Meeting of the Transportation Research Board, Washington, D.C., Jan. 1997.