From the early 1980s through much of the 1990s, Parsons owned a house near the Rockefeller family estate in Pocantico Hills, (see Kykuit), where his grandfather was once a groundskeeper.
In 2001, United States President George W. Bush selected Parsons to co-chair a commission on Social Security.