Development of weights for a choice-based panel survey sample with attrition

Ram Pendyala, Konstadinos G. Goulias, Ryuichi Kitamura, Elaine Murakami

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

Rising costs associated with conducting surveys, coupled with the need to study infrequent choices, have contributed to a growing interest in and employment of choice-based sampling schemes. More recently, several panel surveys are being conducted in the United States and Europe to measure changes in travel behavior, with a sample much smaller than repeated cross-sectional surveys would require. It is natural to take advantage of these two survey methods and conduct a panel survey with choice-based sampling. In choice-based sampling schemes, where the sample entities are selected based on the endogenous variable under study, the resulting sample will not be representative of the general population. The issue is more complicated with a panel survey because of several possibilities by which choice-based sampling van be conducted over time. This paper shows how appropriate weights can be developed and applied to observations from a choice-based sample so as to draw generalizable inferences. The study is the first attempt to develop weights for a choice-based transportation panel sample. Using a data set from the Puget Sound Region, transitions in discrete travel choice and longitudinal changes in demographic characteristics are inferred.

Original languageEnglish (US)
Pages (from-to)477-492
Number of pages16
JournalTransportation Research Part A
Volume27
Issue number6
DOIs
StatePublished - 1993
Externally publishedYes

Fingerprint

Sampling
travel behavior
travel
Attrition
Sample survey
Acoustic waves
Choice-based sampling
costs
Costs
General population
Inference
Small sample
Travel behavior
Demographic characteristics
Endogenous variables
time

ASJC Scopus subject areas

  • Management Science and Operations Research
  • Civil and Structural Engineering
  • Transportation

Cite this

Development of weights for a choice-based panel survey sample with attrition. / Pendyala, Ram; Goulias, Konstadinos G.; Kitamura, Ryuichi; Murakami, Elaine.

In: Transportation Research Part A, Vol. 27, No. 6, 1993, p. 477-492.

Research output: Contribution to journalArticle

Pendyala, Ram ; Goulias, Konstadinos G. ; Kitamura, Ryuichi ; Murakami, Elaine. / Development of weights for a choice-based panel survey sample with attrition. In: Transportation Research Part A. 1993 ; Vol. 27, No. 6. pp. 477-492.
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