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The quality of education research is directly related to the accuracy of measurement and representativeness of the sample. Nonresponse and lack of participation in research by a particular segment of the population has the potential to limit the validity of research. The present study evaluates whether participants who responded to open-ended items were distinguishable from participants who did not respond to open-ended items in terms of language fluency and well-being. Participants completed a series of electronic questionnaires including three open-ended items. Participants with higher levels of English language fluency, lower levels of depressive symptomology, higher levels of academic self-efficacy, and a more positive affect were more likely to provide comments in response to at least one of three open-ended items.