Elrod is an uncommon given name of English origin, derived from Old English elements 'aelf' meaning elf and 'roth' signifying red. It's likely that the name was once a nickname for someone with reddish hair or complexion, or perhaps it referred to a person who was considered to have elf-like qualities.
"Elrod appears to have been quite popular as a given name for girls born in 1971."