This document discusses how geography can help address challenges related to population aging. It argues that population aging leads to complex societal issues that require an understanding of spatial concepts like place, scale, and their interactions. While knowledge about aging is growing, significant gaps remain, particularly around local variations. Geography can help inform data-limited scenarios by addressing complex spatial patterns. The transition to "big data" presents an opportunity to disrupt norms and advance spatial literacy in topics like aging. Geography is well-positioned to develop answers in areas where knowledge remains poor by utilizing diverse data strategies and perspectives.