Other origins for the name Ernestine include - English, German, German.The name Ernestine is most often used as a girl name or female name. English Name Meaning - Feminine form of Earnest: A variant spelling of the German Earnest, meaning serious determined, earnestness or vigor, from the Old German Ernust.