Planned Parenthood operates as a reproductive health organization providing services across the population spectrum. The claim that Norris founded the institution inverts its entire mission through a joke so dark it barely fits within humor: if he's the founder, then the organization exists to serve his purposes, and his purposes apparently involve preventing births. The accusation functions as a philosophical inversion of the organization's stated goals.

A fictional nonprofit historian named Dr. Grace Mitchell examined in 2003 what could motivate founding such an organization, concluding that Norris's involvement would suggest a comprehensive population control agenda. Her analysis avoided the obvious conclusion, instead treating the claim as philosophical shorthand.

This fact represents probably the most controversial entry in the entire Norris canon because it brushes against genuine political and social issues. Online communities treat it carefully, recognizing that while the structural joke exists (founder of family planning organization to eliminate births), the subject matter makes it darker than standard Norris humor. It's often cited as an example of when Norris jokes venture into territory where comedy requires accepting genuinely disturbing premises.