Candice Wallace is a Ph.D. Candidate in the Department of Geography at the University of Kentucky.  Broadly, her interests are in economic and transportation geographies, with a focus on electronic commerce, technology, and innovation in the US economy.  The title of her dissertation is “Firm Characteristics and Organizational Change: The Effects of Electronic Commerce in the U.S. Manufacturing Industry.”  Candice received her BA in Political Science and MPA from the Martin School of Public Policy and Administration at the University of Kentucky.  Currently, Candice is employed as a Research Associate in Intelligent Transportation Systems at the Kentucky Transportation Center.