Writing Good Multiple Choice Test Questions. Multiple choice test questions, also known as items, can be an effective and efficient way to assess learning outcomes. Multiple choice test items have several potential advantages: versatility, reliability, and validity. The key to taking advantage of these strengths, however, is construction of good multiple choice items. This article describes ways in which you can improve your multiple choice items.