Recent agricultural economics literature has largely analyzed consumers’ willingness to pay (WTP) for many credence attributes, including place of origin, organic, locally grown, environment-friendly, fair trade, and animal welfare. In this study, we instead attempt to analyze why consumers value “locally grown,” which is a credence attribute receiving increasing attention in the market. Specifically, we propose a distinction between the direct effect and the indirect effect of “locally grown” on consumers’ attitudes towards agri-food products to explain consumers’ preferences for locally grown products. We collect data from an experiment with university students and analyze the data with a structural equation modeling methodology.