In January 1937, Harlow and Robert Taylor traveled to Washington, D.C., to take part in fundraising activities associated with President Franklin D. Roosevelt's birthday, for the organization later known as the March of Dimes. The trip was physically taxing for Harlow, and she contracted influenza. She recovered in time to attend the Academy Awards ceremony with William Powell.