This study explores how learner variables interact with beliefs about the need for morphosyntactic, lexical, phonological, and pragmatic accuracy in oral foreign language production for four purposes: comprehensibility and pleasantness (respectively) to native speakers (NSs), a course grade of A, and a sense of personal accomplishment. Three-hundred-and-forty-nine first-, second-, and third-year American college learners of German rated 19 items representing different features of German on four 5-point Likert scales, for a total of 76 ratings. Females, students whose primary motivation was the intellectual challenge, and to a lesser extent, high achievers, were particularly concerned with accuracy although these groups associated the need for accuracy with different purposes. Experiences with NSs, either abroad or resident in the learners' home country, exercised only a modest influence and, against expectation, were associated with a diminished belief in the need for accuracy when speaking with NSs and mostly, but not exclusively, an increased belief in the need for accuracy so as to achieve a sense of personal accomplishment. Response patterns associated with the variable of time abroad only partially overlapped with those associated with the variable of experience with NSs (which could be on site), suggesting that the context in which authentic experiences happen makes a difference. Moreover, learners with very short times abroad gave distinctly different responses from those who had been abroad for somewhat longer periods or not at all. Learners who said that in class they focus on grammatical and lexical accuracy did not report more stringent beliefs about the need for accuracy in these areas.