Water may indeed be the problem. Not enough water actually. In nature, Spathyphyllums grow in sun and water. Not knowing your growing zone and conditions does make it difficult to say exactly what the problem may be. Have a look at this info from Exotic Rainforest. Perhaps you will find it beneficial to you.