Customized decision-making support per location's characteristics of spatial accessibility: A case study of emergency healthcare in New York City

• Locations can be classified based on the different characteristics (the combination of temporal changes and different levels) of their accessibility. • These clusters can identify diverse needs across locations to effectively reduce access inequality. • Our work can facilitate the optimal resource allocation and support customized and flexible policy responses.