The removal of at least some amount of the phosphorus acid compounds, for example, H3 PO3, aldehyde acids such as hydroxy alkyl phosphonic acids, H3 PO4 and the like, from the hydroformylation system allows one to control the acidity of the hydroformylation reaction medium, thereby stabilizing the useful organophosphite ligand by preventing or lessening its hydrolytic decomposition.