Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention
By analyzing seven-day travel logs from Los Angeles during 2011–2013, we contribute to the understanding of intrapersonal day-to-day travel variability (IDTV) in relation to socio-demographic and land-use characteristics and the implication of travel survey duration for travel parameter estimates. O...
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doaj-837f25a51b7c4133857d44e0c9935e1d2021-08-31T04:36:50ZengUniversity of MinnesotaJournal of Transport and Land Use1938-78492018-11-0111110.5198/jtlu.2018.984Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day conventionWei Li0Douglas Houston1Marlon G. Boarnet2Han Park3Texas A&M UniversityUniversity of California, IrvineUniversity of Southern CaliforniaTexas A&M UniversityBy analyzing seven-day travel logs from Los Angeles during 2011–2013, we contribute to the understanding of intrapersonal day-to-day travel variability (IDTV) in relation to socio-demographic and land-use characteristics and the implication of travel survey duration for travel parameter estimates. Our main sample included 2,395 person-days from 352 individual participants in 219 households. Our analytical methods included linear regressions and random sampling experiments. Our Feasible Generalized Least Squares (FGLS) regression models revealed that many factors significantly influenced IDTV, such as gender, age, income, and household type. However, the observed socio-demographic and land-use characteristics could only explain a small portion of IDTV. The random sampling experiments enabled us to contrast travel variables measured from the seven-day master sample with those from subsamples of a shorter period (one to six days). The “optimal” duration for a travel survey may depend on the specific travel variables measured, and we provide evidence that studies of transit and non-motorized travel will require longer surveys than studies of car travel. In conclusion, the conventional one-day approach is likely to produce imprecise parameter estimates due to the intrapersonal day-to-day travel variability. We recommend that transportation professionals and policy makers consider shifting from the conventional one-day approach toward a multi-day approach. Surveys that focus on the modes of walking, biking, and transit should consider data collection for at least seven days.https://www.jtlu.org/index.php/jtlu/article/view/984Intrapersonal day-to-day travel variabilityhousehold travel surveysurvey durationMonte Carlo experiments |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Wei Li Douglas Houston Marlon G. Boarnet Han Park |
spellingShingle |
Wei Li Douglas Houston Marlon G. Boarnet Han Park Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention Journal of Transport and Land Use Intrapersonal day-to-day travel variability household travel survey survey duration Monte Carlo experiments |
author_facet |
Wei Li Douglas Houston Marlon G. Boarnet Han Park |
author_sort |
Wei Li |
title |
Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention |
title_short |
Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention |
title_full |
Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention |
title_fullStr |
Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention |
title_full_unstemmed |
Intrapersonal day-to-day travel variability and duration of household travel surveys: Moving beyond the one-day convention |
title_sort |
intrapersonal day-to-day travel variability and duration of household travel surveys: moving beyond the one-day convention |
publisher |
University of Minnesota |
series |
Journal of Transport and Land Use |
issn |
1938-7849 |
publishDate |
2018-11-01 |
description |
By analyzing seven-day travel logs from Los Angeles during 2011–2013, we contribute to the understanding of intrapersonal day-to-day travel variability (IDTV) in relation to socio-demographic and land-use characteristics and the implication of travel survey duration for travel parameter estimates. Our main sample included 2,395 person-days from 352 individual participants in 219 households. Our analytical methods included linear regressions and random sampling experiments.
Our Feasible Generalized Least Squares (FGLS) regression models revealed that many factors significantly influenced IDTV, such as gender, age, income, and household type. However, the observed socio-demographic and land-use characteristics could only explain a small portion of IDTV. The random sampling experiments enabled us to contrast travel variables measured from the seven-day master sample with those from subsamples of a shorter period (one to six days). The “optimal” duration for a travel survey may depend on the specific travel variables measured, and we provide evidence that studies of transit and non-motorized travel will require longer surveys than studies of car travel.
In conclusion, the conventional one-day approach is likely to produce imprecise parameter estimates due to the intrapersonal day-to-day travel variability. We recommend that transportation professionals and policy makers consider shifting from the conventional one-day approach toward a multi-day approach. Surveys that focus on the modes of walking, biking, and transit should consider data collection for at least seven days. |
topic |
Intrapersonal day-to-day travel variability household travel survey survey duration Monte Carlo experiments |
url |
https://www.jtlu.org/index.php/jtlu/article/view/984 |
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