Meaning and information about Elsie, What does Elsie mean? Elsie means A diminutive of Elizabeth, meaning 'my god is bountiful', or 'god of plenty.'. Also a diminutive of the Scottish Elspeth. More popular in the late 19th and early 20th centuries than today. Find similar names like Elsie.