Publication Date


Committee Chair

Fang Ren, Ph.D.

Committee Members

Diana Stuart Sinton, Ph.D.


The University of Redlands Development Office seeks to cultivate relationships with alumni to secure charitable gifts to provide the most beneficial learning environment for current and future students. The development office uses several strategies to aid in this process, but lacks an understanding of the geographic component of their donor database. This project will employ an approach that utilizes GIS to reach a more comprehensive understanding of the network of donors the University of Redlands maintains by analyzing spatial statistics within the data. Adding this spatial knowledge component will aid the Development Office in using its resources more effectively and efficiently.

Liebler_Poster.pdf (4595 kB)
Using GIS to Support University Development Efforts (Poster)


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