Men, on average, have higher stroke volumes than women due to the larger size of their hearts.
Stroke volume can also be increased by long term (aerobic) exercise, which frequently results in a slower heart rate. A slower heart rate allows the ventricles to fill up with more blood, which ultimately allows more blood to be ejected. This decreases the amount of strain placed on the heart.