With the salary that he drew from the Senators in 1913, Harper purchased a truck and opened a garbage collection business. His fiancé compelled him to sell the business before they married. Harper formed a trucking business in 1922, and requested a leave of absence from the Yankees to pursue it. The company expanded into construction, helped build the Holland Tunnel and moved pipe that was laid from the Catskill Mountains to New York City.
