This study investigates the effects of market structure and research and de
velopment (R&D) on the innovative activities of firms. Fixed and random eff
ects count data models are estimated with firm-level data for the U.S. food
processing industry. Results show a positive association between patents a
nd R&D, and patents and market structure, suggesting that firms which exhib
it noncompetitive behavior are likely to develop new products and processes
. Significant intra-industry spillovers of knowledge are identified using i
ndustry R&D. For this industry, deadweight losses from imperfect competitio
n may be offset by greater product variety and quality of food products for
consumers.