['Physical activity (PA) at leisure by the elderly, and its relationship to cardiovascular (CV) and non-CV mortality, with and without competing risk, has been scarcely described. We determined the relationships between PA, smoking and 12-year CV, non-CV and all-cause mortality in elderly Oslo men screened for CV disease in 1972-1973 and 2000.', 'Among 14,846 men born during 1923-1932 and participating in 1972-1973, there were 5738 participants in 2000. During the 12\u2005years follow-up 2154 died. Cox regression modelling of mortality endpoints, with and without competing risk, was applied analysing PA variables hours per week of light or vigorous PA intensity and degree of PA at leisure. Comparisons of predictive ability between PA and smoking were done by receiver operating characteristics.', 'Thirty minutes of PA per 6\u2005days a week was associated with about 40% mortality risk reduction. There was a 5\u2005years increased lifetime when comparing sedentary and moderate to vigorous physically active men. Associations to CV or non-CV mortality were slightly weakened, allowing competing risk. Conditional on the prevalence of smoking and PA, the degree of PA at leisure was almost as predictive as smoking with regard to the effects on mortality. Increase in PA was as beneficial as smoking cessation in reducing mortality.'] Is increases in physical activity as important as smoking cessation for reduction in total mortality in elderly men : 12 years of follow-up of the Oslo II study?