Data and Results from the WholeTraveler Study

WholeTraveler Data Available to Researchers

A cleaned version of the study data are now available at https://livewire.energy.gov/project/wholetraveler, on the Livewire platform housed at the National Renewable Energy Laboratory (NREL).

This cleaned version has been stripped of all original address and GPS location information so that participant identities are fully protected and all survey responses are anonymous. It includes the Census Block Group (a geographic area that generally includes between 600 to 3000 residents) associated with: addresses, any common destinations, and any GPS locations in the data.

Results Published from WholeTraveler Transportation Behavior Study

Publications

• Department of Energy. "SMART Mobility: Mobility Decision Science Capstone Report." PDF

• Jin, Ling, Alina Lazar, James Sears, Annika Todd, Alex Sim, Kesheng Wu, Hung-Chia Yang, and C. Anna Spurlock. "Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes." IEEE Access (2020) 1-17. Pre-print Article PDF

• Spurlock, C. Anna, Annika Todd-Blick, Gabrielle Wong-Parodi, and Victor Walker. "Children, Income, and the Impact of Home- Delivery on Household Shopping Trips." Transportation Research Record (2020). Pre-print Journal Article PDF Appendix PDF

• Lazar, Alina, Alexandra Ballow, Ling Jin, C. Anna Spurlock, Alex Sim, and Kesheng Wu. "Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use." 2019 IEEE International Conference on Big Data (Big Data)2019 IEEE International Conference on Big Data (Big Data). Los Angeles, CA, USA: IEEE, 2019. PDF

• Spurlock, C. Anna, James Sears, Gabrielle Wong-Parodi, Victor Walker, Ling Jin, Margaret Taylor, Andrew Duvall, Anand R Gopal, and Annika Todd. "Describing the users: Understanding adoption of and interest in shared, electrified, and automated transportation in the San Francisco Bay Area." Transportation Research Part D: Transport and Environment 71 (2019) 283-301. Pre-print Journal Article PDF Appendix PDF

Webinar

• SMART Mobility - Mobility Decision Science Webinar (Including some WholeTraveler results)

  • See "Moving People in a Smart Mobility System Webinar" among those listed on this website: https://www.energy.gov/eere/vehicles/articles/eems-smart-mobility-capstone-reports-and-webinar-series