The invention relates to methods for producing supported gold catalysts from a porous metal oxide support and a chloroauric acid precursor, whereby the support is brought in contact with an aqueous solution of the chloroauric acid precursor. The invention also relates to a metal oxide-supported gold catalyst and to its use for oxidizing alcohols, aldehydes, polyhydroxy compounds and carbohydrates.