Milton Campos


This article presents a discourse analysis method designed to study networked cognitive communication processes in knowledge communities, such as conceptual change, higher order learning and knowledge building. The method is grounded on genetic epistemology and integrates constructivist and socioconstructivist theoretical concepts. The sentence (understood as judgment) is chosen as the unit of analysis, and the application of the method is further explained. In addition, a study of transcripts in an asynchronous networked community of nurses illustrates the method and demonstrates how conceptual change, collaborative learning and knowledge building can be identified. Advantages and limitations of the method are also discussed.


Networked Cognitive Communication,Knowledge Communities,Collaborative Argumentation,Collaborative Learning,Methodology,Discourse Analysis

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Piaget, J. Introduction. In Piaget, J. & Garcia, R. Toward a Logic of Meanings, 3–8. Hillsdale: Lawrence Erlbaum Associates, 1991.

Piaget, J. Essai sur la Necessité. Archives de Psychologie 45(175): 235–261, 1977a.

Piaget, J. Ensaio de Lógica Operatória. São Paulo: Globo/EDUSP, 1976b.

Piaget, J. Le Possible, l’Impossible et le Necessaire. Archives de Psychologie 44(172): 281–299, 1976c.

Piaget, J. Introduction a l'Épistemologie Génetique. Paris: Presses universitaires de France, 1949–1950.

Ramozzi-Chiarottino, Z. Piaget selon l'ordre des raisons. Bulletin de Psychologie 51(3): 435, 1998.

Ramozzi-Chiarottino, Z. Psicologia e Epistemologia Genética de Jean Piaget. São Paulo: Editoria Pedagógica Universitária, 1988.

Piaget, J. Les Modèles Abstraits Sont-ils Opposés à aux Interprétations Psycho-physiologiques dans l'Explication en Psychologie? Esquisse d'une Autobiographie Intellectuelle. Bulletin de Psychologie 169(XIII): 1–2, 7–14, 1950a.

Piaget, J. Biologie et Connaissance. Essai sur les Relations Entre les Régulations Organiques et les Processus Cognitifs. Nêuchatel-Paris: Delachaux et Niestlé, 1992.

Vygotsky, L.S. The Collected Works of L.S. Vygotsky. Vol. 1, Problems of General Psychology, New York: Plenum Press, 1979.

Salomon, G. No Distribution Without Individuals’ Cognition: A Dynamic Interactional View. In G. Salomon (Ed.), Distributed Cognitions: Psychological and Educational Considerations, 111–138. Cambridge: Cambridge University Press, 1993.

Scardamalia, M. & Bereiter, C. Knowledge Building. In Encyclopedia of Education. New York: McMillan Reference, USA, 2002.

Cole and Wertsch, J.V. Beyond the Individual-Social Antinomy in Discussions of Piaget and Vygotsky, 1996. Available: http://www.massey.ac.nz/~alock/virtual/colevyg.htm

Piaget, J. Commentaires sur les remarques critiques de Vygotsky. In Bronckart, J. P et al. Vygotsky aujourd’hui, 120–137. Neuchâtel-Paris: Delachaux et Niestlé, 1985.

Campos, M.N. The Progressive Construction of Communication: Towards a Model of Cognitive Networked Communication and Knowledge Communities. Canadian Journal of Communication 28(3): 291–322, 2003.

Breton, P. L’argumentation dans la communication. Paris: La Découverte, 1996.

Grize, J.B. Logique et langage. Paris: Ophrys, 1991.

Flick, U. Social Construction of Change: Qualitative Methods for Analyzing Developmental Process. Social Science Information 38(4): 631–658, 1999.

Mason, R. Moderating Educational Computer Conferencing. Electronic Networking: Research, Applications, and Policy 3: 1992a.

Mason, R. Evaluation Methodologies for Computer Conferencing Applications. In Kaye, A. R. (Ed.), Collaborative Learning Through Computer Conferencing: The Najaden Papers, 105–116. New York: Springer, 1992b.

Ahern, T.C., Peck, K. & Laycock, M. The Effects of Teacher Discourse in Computer-Mediated Discussion. Journal of Educational Computing Research 8(3): 291–309, 1992.

Henri, F. Computer Conferencing and Content Analysis. In Kaye, A. R. (Ed.), Collaborative Learning Through Computer Conferencing: The Najaden Papers, 115-136. Springer: New York, 1992.

Anderson, T.D., & Garrison, D. R. Critical Thinking in Distance Education: Developing Critical Communities in an Audio Teleconferences Context. Higher Education, 29: 183–199, 1995.

Newman, D.R., Webb, B., & Cochrane, C. A Content Analysis Method to Measure Critical Thinking in Face-to-Face and Computer Supported Group Learning. IPCT-J—Interpersonal Computing and Technology Journal 3(2): 56–77, 1995.

Howell-Richardson, C. & Mellar, H. A Methodology for the Analysis of Patterns of Participation within Computer Mediated Communication Courses. Instructional Science 24: 47–69, 1996.

Mowrer, D.E. A Content Analysis of Student/Instructor Communication via Computer Conferencing. Higher Education 32: 207–241, 1996.

Gunawardena, C.N., Lowse, C.A., & Anderson, T. Analysis of a Global Online Debate and the Develoment of an Interaction Analysis Model for Examining Social Construction of Knowledge in Computer Conferencing. Journal of Educational Computing Research 17(4): 397–431, 1997.

Marttunen, M. Electronic Mail as a Pedagogical Delivery System: An Analysis of the Learning of Argumentation. Research in Higher Education 38(3): 345–363, 1997.

Bullen, M. Participation and Critical Thinking in Online University Distance Education. Journal of Distance Education 13(2): 1–32, 1998.

Kanuka, H. & Anderson, T. Online Social Interchange, Discord, and Knowledge Construction. Journal of Distance Education 13(1): 57–74, 1998.

Hara, N., Bonk, C.J. & Angeli, C. Content Analysis of Online Discussion in an Applied Educational Psychology Course. Instructional Science 28:115-152, 2000.

Fahy, P.J., Crawford, G., Ally, M., Cookson, P., Keller, V., & Prosser, F. The Development and Testing of a Tool for Analysis of Computer Mediated Conferencing Ttranscripts. The Alberta Journal of Educational Research 66(1): 85–88, 2000.

Campos, M.N. Conditional Reasoning: A Key to Assessing Computer-based Knowledge-Building Communication Processes. Journal of Universal Computer Science 4(4): 404–428, 1998. Online Available: http://www.jucs.org/jucs_4_4/conditional_reasoning_a_key

Scardamalia, M. Collective Responsibility for the Advancement of Knowledge. In B. Smith (Ed.). Liberal Education in a Knowledge Society, 67–98. Chicago: Open Court, 2002.

Hegenberg, L. A lógica e a teoria de Jean Piaget: implicaçao significante. Psicologia-USP 2(1): 25–32, 1991.

Van Eemeren, F.H., Grootendorst, R., & Henkemans, F.S. Fundamentals of Argumentation Theory. A Handbook of Historical Backgrounds and Contemporary Developments. Mahwah, NJ: Lawrence Erlbaum Associates, Publishers, 1996.

Toulmin, S.E. The Uses of Argument. Cambridge: Cambridge University Press, 1998.

Rourke, L., Anderson, T., Garrison, D. R., & Archer, W. Methodological Issues in the Content Analysis of Computer Conference Transcripts. International Journal of Artificial Intelligence in Education 12(1): 8-22, 2001. Available: http://www.atl.ualberta.ca/cmc/publications.html.

Piaget, J. La naissance de l'intelligence chez l'enfant. Nêuchatel-Paris: Delachaux et Niestlé, 1977b.

Piaget, J. La Formation du Symbole Chez l’Enfant. Nêuchatel-Paris: Delachaux et Niestlé, 1976a.

Matlin, M.W. La cognition: une introduction à la psychologie cognitive. Paris et Brusselles: De Boeck Université, 2001.

Piaget, J. Apprentissage et connaissance. In Piaget et Gréco, P. Apprentissage et connaissance. Paris: Presses Universitaires de France, 1959b.

Wordsmyth Dictionary. Available: http://www.wordsmyth.net/live/home.php?script=search&matchid=24243&matchtarget=1&returnFields=PRO,DEF,SIC,DER,CRF,INF,EXA,SYC,SYN,SIM,SYL,PHR

Piaget, J. Conclusions. In Piaget, J. et al. Réussir et Comprendre. Paris: Presses universitaires de France, 1974.

Campos, M.N. The Hypermedia Conversation: Reflecting Upon, Building and Communicating Ill-Defined Arguments. Interactive Multimedia Electronic Journal of Computer-Enhanced Learning 2(2): 2000. [Online]. Available: http://imej.wfu.edu/articles/2000/2/04/index.asp

Campos, M.N. Competition, Lies and Dissimulation: Lessons from an Online Learning Clash. Interpersonal Computing and Technology Journal 8(1): 2002. [Online]. Available: https://www.aect.org/Intranet/Publications/ipct-j/2002/Campos.asp

Grize, J. & Piéraut-Le Boniec. Logique naturelle et construction des propriétés des objets. L’Année psychologique 91: 103–120, 1991.

Russell, A. The Role of Epistemic Agency and Knowledge Transforming Discourse in the Formation of an Interprofessional Knowledge Building Community in Health Care. Annual meeting of the American Educational Research Association: New Orleans, Louisiana, April 2002.

Gunderson, J., Currie, S. & Campos, M.N. Advancing Educational Practice through Researcher/ Teacher/Student Collaboration. 4th Annual Conference of the Telelearning — Network of Centres of Excellence. Montreal, 9–8 November, 1999.

Miles, M.B., & Huberman, A.M. Qualitative Data Analysis: An Expanded Source Book. Thousand Oaks, CA: Sage, 1994.

DOI: http://dx.doi.org/10.24059/olj.v8i2.1825