A process for catalytically generating organic substances by partial oxidation of an organic feedstock in the presence of molecular oxygen at temperatures in the range from 200 to 500.degree. C. in at least one cooling-tube reactor, wherein 40 to 100 wt-% of the total amount of catalyst is disposed as a coating on the outside of the cooling tubes.