Memory loss can be attributed to several factors: - Alzheimer's disease and other forms of dementia. - Traumatic brain injury from accidents or falls. - Chronic illnesses like diabetes and thyroid disorders. - Psychological conditions such as depression and anxiety. - Substance abuse and certain medications. - Nutritional deficiencies, particularly vitamin B12.