In a process for producing acrylic acid by a two-stage catalytic oxidation of propylene, wherein the first-stage reaction produces primarily acrolein and the second-stage reaction produces primarily acrylic acid by oxidation of acrolein, said process utilizing one or more recycle streams to either or both stages, both stages operating on feed streams containing oxygen and an inert diluent gas, the improvement comprising (a) utilizing one or more essentially anhydrous diluent gases as the essentially inert essentially anhydrous diluent gas free of any intentionally added water in a mole ratio of about 2.0 to about 32.0 moles of diluent per mole of propylene to the first-stage, said added essentially inert essentially anhydrous diluent gas feed having a composite heat capacity of at least 7.95 calories/gram-mole (.degree.C.) and an oxygen-containing stream containing from about 1.1 to about 2.1 moles of molecular oxygen per mole of propylene, (b) utilizing one or more essentially inert essentially anhydrous diluent gases free of any intentionally added water as the diluent gas to the second-stage, said added essentially inert anhydrous diluent gas feed having a composite heat capacity of at least 7.95 calories/gram-mole (.degree.C.), and (c) increasing the available surface area of the second-stage catalyst sufficiently to compensate for any loss of catalyst efficiency caused by reduction or elimination of steam in the inlet stream to the second-stage.