Propane is the main product in HDO of acrylic acid on Mo2C/Al2O3 at atmospheric pressure. DRIFTS and TPSR data suggest a that a dehydration step of the carboxyl is more favored than decarboxylation/decarbonilation. DFT calculations indicate that dehydration of the carboxyl group takes place prior to double bond hydrogenation.