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Hügler, Beatrice, Flynn, Rebecca, Heeckt, Catarina, da Cruz, Nuno F. ORCID: 0000-0003-3381-6359, Herrmann, Andreas and Rode, Philipp (2023) What keeps us driving? Exploring sociodemographic patterns and underlying motives of mode choice in cities. LSE Cities Working Papers. LSE Cities, London, UK.