They Learned About Women is a 1930 American Pre-Code sports drama musical film directed by Jack Conway and Sam Wood, and starring Van and Schenck in their final film appearance together.

Although predominantly a black and white film, the "Harlem Madness" number was filmed in Technicolor under the direction of Sammy Lee. The film is a "talkie", but MGM also issued it in a silent version, with Alfred Block writing the titles. The film was remade in 1949 as Take Me Out to the Ball Game. During production, it was known by at least two other titles, "Take It Big," and "Playing the Field."