“…We consider several socio-demographic and employment characteristics included in the UKTUS and the ATUS to build the profile of carpoolers. Specifically, we include age, gender, native status, the highest level of formal education achieved (primary education, 4 Time use surveys gather information on daily activities and travel undertaken by individuals and households, and prior literature has relied upon this type of data to analyze commuting (Gimenez-Nadal and Molina, 2016, Gimenez-Nadal, Velilla, 2018a, 2018b) and travel behaviors (Kitamura et al, 1997, Axhausen et al, 2002Gerike, Gehlert and Leisch, 2015;Rosales-Salas and Jara-Díaz, 2017;Harms, Gershuny and Olaru, 2018;Aschauer et al, 2019). Gerike, Gehlert and Leisch (2015) compare travel behavior and activity participation using the German National Travel Survey (NTS) and Time Use Survey (TUS), finding that the number of trips per person is higher in the TUS when changes in location without a trip are included.…”