Objectives-Cardiovascular mortality has been linked to changes in outdoor temperature. However, the mechanisms behind these effects are not well established. We aimed to study the effect of outdoor temperature on blood pressure (BP), as increased BP is a risk factor of cardiovascular deaths.Methods-The study population consisted of men aged 53-100 years living in the Boston area. We used a mixed effects model to estimate the effect of three temperature variables: ambient, apparent, and dew point temperature (DPT), on repeated measures (every 3-5 years) of diastolic and systolic blood pressure. Random intercepts for subjects and several possible confounders were used in the models, including black carbon (BC) and barometric pressure.Results-We found modest associations between diastolic BP and ambient temperature, and apparent temperature. In the basic models, increases in diastolic BP in association with a 5°C decrease in 7-day moving averages of temperatures were 1.01% (95% CI: −0.06 -2.09), and 1.55% (95%, CI: 0.61 -2.49) for ambient and apparent temperature, respectively. Excluding extreme temperatures made these associations stronger (2.13%, 95% CI: 0.66 -3.63, and 1.65%, 95% CI: 0.41 -2.90, for ambient and apparent temperature, respectively). Effect estimates for dew point temperature were close to null. The effect of apparent temperature on systolic BP was similar (1.30% increase (95% CI: 0.32 -2.29) for a 5°C decrease in 7-day moving average).Conclusions-Cumulative exposure to decreasing ambient and apparent temperature may increase BP. These findings suggest that increase in BP could be a mechanism behind cold-, but not heat-related cardiovascular mortality.