2018 WholeTraveler Transportation Behavior Study

The 2018 WholeTraveler Transportation Behavior Study provided insight into the transportation-related decisions made by various populations in the San Francisco Bay area in California.

Data Collection Agency

Lawrence Berkeley National Laboratory conducted the study.

Methodology

The study consisted of two phases.

Phase 1

Phase 1 of the study involved data collection via an online survey on a broad range of behavioral choices and factors that might influence certain mobility decisions or preferences. An invitation to participate in the survey was sent to a random sampling of 60,000 addresses in nine counties in the San Francisco Bay area, including Alameda, Contra Costa, Marin, Napa, San Francisco, San Mateo, Santa Clara, Solano, and Sonoma counties.

Phase 2

Participants who completed the online survey were invited to participate in Phase 2, which involved recording their movements and travel for one week based on global positioning system data from the Google Maps app on their mobile devices. Data from Phase 1 and Phase 2 were linked by a unique respondent identifier.

Survey Records

Study records include 1,045 participants.

More Information

The following reports provide more information about the survey:

Background, Design, and Implementation of the Phase 1 WholeTraveler Survey

Google Location History Data from the WholeTraveler Transportation Behavior Study Survey

Transportation Data

For details on available data and variable definitions, see the data dictionary for Phase 1 and the data dictionary for Phase 2.

Transportation data are available as zipped files. Download Winzip.

For the study's census block data, learn how to access the spatial data.

How to Cite the Data

If you use TSDC data in a publication, please contact us and include a citation in your publication consistent with the following format:

"Transportation Secure Data Center." [(year)]. National Renewable Energy Laboratory. Accessed [date]: www.nrel.gov/tsdc.