Edward Wilkinson collapsed as he shoveled outside the Stobe Avenue home in the Dongan Hills section at about 12:30 p.m.
He was pronounced dead at Staten Island University Hospital just before 5 p.m.
Wilkinson died of an apparent heart attack, according to officials and the man's family.
He lived at the home with his parents.