Urban density and climate change: a STIRPAT analysis using city-level data

► National urbanization levels are not a good indicator of urban transport demand. ► National urbanization levels are negatively correlated with urban density. ► Urban density is negatively correlated with private transport energy consumption. ► Fuel efficiency and private transport costs are negatively correlated with energy use. ► No evidence lowering public transport costs lowers private transport energy use.