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In support of research examining relationships between learner characteristics and the quality of online discussions, this paper surveys different methods for evaluating discussions. The paper will present coding methods used in our own research as well as methods used by others interested in quality online discussions. Key topics include what constitutes quality in online discussions and how that quality can be measured?