In 1942, Spencer lived at 3022 East Flower Street, Los Angeles, CA. At this time, he lived with Robert B. and Edythe G. Spencer at this address. Robert B. Spencer was a mechanical engineer.

In 1942, Robert J. Spencer was a registered Democrat.