The present invention is generally directed to an oral pharmaceutical composition comprising a sulfate salt, for example, sodium sulfate and/or potassium sulfate, wherein the composition is substantially free of magnesium sulfate. The present invention is further directed to use of such oral pharmaceutical compositions to induce laxation or to treat or prevent constipation, e.g., opioid-induced constipation.