Iowa farmers may soon have a new, and higher-value, outlet for their big harvests as manufacturers show increased interest in producing bio-based chemicals in the state.

Bio-based chemicals — which are made using cornstarch or other plant-based materials as base feedstock — are gaining traction, according to researchers, economic develop officials and industry leaders. Manufacturers are looking for ways to...