The most common cause of memory loss is stress and anxiety. The second most common cause is depression. The third most common cause is medical issues. Only the 10th or 11th on the list would be Alzheimer's disease. Ninety percent of older adults who complain about memory loss do not have Alzheimer's disease. Most of them have depression, stress, anxiety, fatigue, and lack of sufficient amount of sleep or medical issues.