Gene Haas isn’t the only American businessman investing in Formula One.

Brad Hollinger, who runs the Vibra Healthcare business, a network of private hospitals across the U.S., recently became a 10% shareholder in the Williams F1 team.

Hollinger bought a 5% stake in 2013 from Toto Wolff soon after the Austrian became head of Mercedes-Benz...