Dynamic profile of health investment and the evolution of elderly health

► We employ the discrete-time duration models to study the elderly mortality. ► We focus on the dynamic character in Grossman's model of demand for health. ► The dynamic profiles of both public and private health investment significantly influence the elderly mortality. ► Universal health insurance and tobacco control programs are effective government policies to improve personal health.