Use of sleep medication and inability to fall asleep quickly are associated with an increased risk of developing dementia over a 10 year period, according to a study. The research, published in the American Journal of Preventive Medicine, found a significant link between three measures of sleep disturbance and the risk for developing dementia, a neurodegenerative disease.