In Scottish, name 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.. Other origins for name Elsie include – Scottish, German, German, Hebrew. Name Elsie is most often used as a girl name or female name.