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Over the past several decades, educators have become increasingly interested in assessing noncognitive factors. Most tools still rely on self-report (e.g., Likert-type) items to measure these skills and behaviors, yet there are many concerns that arise from anecdotal or hypothetical behaviors. This paper uses data from a national study of college students’ noncognitive skills to examine the extent to which two of these phenomena – low effort and response bias – occur. Although some students fit a profile that suggests potential inaccuracies, data show that such occurrences are rare and these hypothetical behaviors in low-stakes, self-report assessment pose a minimal threat to the validity of their use.