In Scottish, name Davinia means – Feminine form of David: Beloved or friend, adopted from the Hebrew. David was a common name of Scottish kings in the Middle Ages.. Other origins for name Davinia include – Scottish, Israeli, Hebrew, English. Name Davinia is most often used as a girl name or female name.