This paper examines the relationship between site quality and understory vegetation in the Appalachians of north-central West Virginia. Qualitative data from 80 randomly located plots were utilized to develop multiple regression models to predict site quality. The two approaches to site index prediction attempted, the mean index value concept and the presence-absence concept, explained 71 and 74 percent of the variation.