This document discusses a PhD research project that uses grounded theory methods to analyze argumentative interactions in online asynchronous communication. The research examines discussion threads from two online courses to understand how knowledge is co-constructed through argumentation. Initial open coding of discussion messages identified conceptual codes, which were then analyzed to develop categories and examine relationships. Preliminary results suggest students can be motivated to critically evaluate each other's information through interactive argumentation and to construct their own understanding both individually and collectively. Future work will provide guidance for designing effective online courses that support learners' needs, beliefs and understandings.