Fig. 3: Study area and spatial distribution of baseline characteristics in Dalian’s main urban area.

a Elderly population size at the sub-district level; b Elderly population density at the sub-district level; c Aging rate at the sub-district level; d Spatial distribution of aged population points; e Spatial distribution of elderly care facilities (ECFs); f Geographical overview of the study area.