Abstract
Researchers have long recognized class size as affecting students’ performance in face-to-face contexts. However, few studies have examined the effects of class size on exact reading and writing loads in online graduate-level courses. This mixed-methods study examined relationships among class size, note reading, note writing, and collaborative discourse by analyzing tracking logs from 25 graduate-level online courses (25 instructors and 341 students) and interviews with 10 instructors and 12 graduate students. The quantitative and qualitative data analyses were designed to complement each other. The findings from this study point to class size as a major factor affecting note reading and writing loads in online graduate-level courses. Class size was found positively correlated with total number of notes students and instructors read and wrote, but negatively correlated with the percentage of notes students read, their note size and note grade level score. In larger classes, participants were more likely to experience information overload and students were more selective in reading notes. The data also suggest that the overload effects of large classes can be minimized by dividing students into small groups for discussion purposes. Interviewees felt that the use of small groups in large classes benefited their collaborative discussions. Findings suggested 13 to 15 as an optimal class size. The paper concludes with a list of pedagogical recommendations and suggestions for new multimedia software features to enhance collaborative learning in online classes.






Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Notes
The study is discussed in detail in Qiu 2009, on which this article is based.
References
Aragon, S. R. (2003). Creating social presence in online environment. New Directions for Adult and Continuing Education, 100, 57–68.
Bender, T. (2003). Discussion-based online teaching to enhance student learning. Sterling: Stylus Publishing.
Bi, X. (2000). Instructional design attributes of web-based courses. Athens: Ohio State University (ERIC Document Reproduction Service No. ED 448746).
Boettcher, J. V. (1999). What does knowledge look like and how can we help it grow? Syllabus Magazine, 13(2), 64–65.
Bordia, P. (1997). Face-to-face versus computer-mediated communication: A synthesis of the experimental literature. The Journal of Business communication, 34, 99–120.
Bransford, J. D., Brown, A. L., & Cocking, R. R. (1999). How people learn: Brain, mind, experience, and school. Washington: National Academy Press.
Bruffee, K. A. (1999). Collaborative learning: Higher education, interdependence, and the authority of knowledge (2nd ed.). Baltimore: John Hopkins University Press.
Bruner, J. S. (1986). Acts of meaning. Cambridge: Harvard University Press.
Clouder, L., Dalley, J., Hargreaves, J., Parkes, S., Sellars, J., & Toms, J. (2006). Electronic reconstruction of group dynamics from face-to-face to an online setting. Computer-Supported Collaborative Learning, 1(4), 467–480.
Cohen, E. G. (1994). Restructuring the classroom: Conditions for productive small groups. Review of Educational Research, 64(1), 3–35.
Collins, A., & Halverson, R. (2009). Rethinking education in the age of technology: The Digital Revolution and Schooling in America. New York: Columbia University, Teachers College Press.
Colwell, J. L., & Jenks, C. F. (2004). The upper limit: The issues for faculty in setting class size in online courses. Retrieved September 17, 2008 from http://www.ipfw.edu/tohe/Papers/Nov%2010/015__the%20upper%20limit.pdf
Creswell, J. (2005). Educational research: Planning, conducting, and evaluating quantitative and qualitative research. Upper Saddle River: Merrill.
Davie, L. (1988). Facilitating adult learning through computer-mediated distance education. Journal of Distance Education, 3(2), 55–69.
Denzin, N. K., & Lincoln, Y. S. (2005). The sage handbook of qualitative research (3rd ed.). Thousand Oaks: Sage Publications.
Dohn, N. B. (2009). Web 2.0: Inherent tensions and evident challenges for education. International Journal of Computer Supported Collaborative Learning, 4(3), 343–363.
Frey, B. A., & Wojnar, L. C. (2004). Successful synchronous and asynchronous discussions: Plan, implement, and evaluate. Retrieved September 17, 2008 from http://www.educause.edu/ir/library/pdf/MAC0426.pdf
Gilbert, P. K., & Dabbagh, N. (2005). How to structure online discussions for meaningful discourse: A case study. British Journal of Educational Technology, 36(1), 5–18.
Glass, G., & Smith, M. (1979). Meta-analysis of research on class size and achievement. Educational Evaluation and Policy Analysis, 1, 2–16.
Graham, C. R., & Misanchuk, M. (2004). Computer-mediated learning groups: Benefits and challenges to using groupwork in online learning environments. In T. S. Roberts (Ed.), Online collaborative learning: Theory and practice (pp. 181–202). Hershey: Information Science Publishing.
Greene, J. C., Caracelli, V. J., & Graham, W. F. (1989). Toward a conceptual framework for mixed-method evaluation designs. Educational Evaluation and Policy Analysis, 11(3), 255–274.
Hakkaranen, K. (2009). A knowledge-practice perspective on technology-mediated learning. International Journal of Computer Supported Collaborative Learning, 4(2), 213–231.
Hewitt, J., & Brett, C. (2007). The relationship between class size and online activity patterns in asynchronous computer conferencing environments. Computers & Education, 49, 1258–1271.
Hewitt, J., Brett, C., & Peters, V. (2007). Scan rate: A new metric for the analysis of reading behaviors in asynchronous computer conferencing environments. American Journal of Distance Education, 21(4), 1–17.
Hron, A., & Friedrich, H. F. (2003). A review of web-based collaborative learning: Factors beyond technology. Journal of Computer Assisted Learning, 19, 70–79.
Hubscher-Younger, T., & Narayanan, N. H. (2003). Authority and convergence in collaborative learning. Computers & Education, 41, 313–334.
Hutchinson, D. (2008). Teaching practices for effective cooperative learning in an online learning environment (OLE). Journal of Information Systems Education, 18(3), 357–366.
Ingram, A. L., & Hathorn, L. G. (2004). Methods for analyzing collaboration in online communications. In T. S. Roberts (Ed.), Online collaborative learning: Theory and practice (pp. 215–241). Hershey: Information Science Publishing.
Johnson, B., & Christensen, L. (2004). Educational research: Quantitative, qualitative, and mixed approaches. Boston: Pearson Education.
Jones, C., Dirckinck-Holmfeld, L., & Lindstrom, B. (2006). A relational, indirect, meso-level approach to CSCL design in the next decade. International Journal of Computer Supported Collaborative Learning, 1(1), 35–56.
Keegan, D. (2002). The future of learning: from eLearning to mLearning. ZIFF Papier, 119, Fern-University Hagen.
Kerka, S. (1996). Distance learning, the Internet, and the World Wide Web. Columbus, OH: ERIC Clearinghouse on Adult, Career, and Vocational Education. (ERIC Document Reproduction Service No. ED395214)
Kimmerle, J., & Cress, U. (2008). Group awareness and self-presentation in computer-supported information exchange. International Journal of Computer Supported Collaborative Learning, 3(1), 85–97.
Laurillard, D. (2008). The pedagogical challenges to collaborative technologies. International Journal of Computer Supported Collaborative Learning, 4(1), 5–20.
Lipponen, L., & Lallimo, J. (2004). Assessing applications for collaboration: From collaboratively usable applications to collaborative technology. British Journal of Educational Technology, 35(4), 433–442.
Masters, A., & Oberprieler, G. (2004). Encouraging equitable online participation through curriculum articulation. Computers & Education, 42, 319–332.
Monahan, T., McArdle, G., & Bertolotto, M. (2008). Virtual reality for collaborative e-learning. Computers & Education, 50(4), 1339–1353.
Moore, M. G., & Kearsley, G. (1996). Distance education: A systems view. Belmont: Wadsworth.
Morgan, D. L., Krueger, R. A., & King, J. A. (1998). Focus group kit. Thousand Oaks: Sage Publications.
Morse, J. M. (2003). Principles of mixed methods and multimethod research design. In A. Tashakkori (Ed.), Handbook of mixed methods in social & behavioral research: Principles of mixed methods and multimethod research design (pp. 189–208). Thousand Oaks: Sage Publications.
Neo, M. (2003). Developing a collaborative learning environment using a web-based design. Journal of Computer Assisted Learning, 19, 462–473.
Pena, C. M. (2004). The design and development of an online, case-based course in a teacher preparation program. Journal of Interactive Online Learning, 3(2), 1–18. Retrieved on September 20, 2008 from http://www.ncolr.org/jiol/issues/PDF/3.2.4.pdf.
Qiu, M. (2009). A mixed methods study of class size and group configuration in online graduate course discussions. Open library published doctoral dissertation, University of Toronto, Toronto, Ontario, Canada.
Roberts, T. S. (2004). Online collaborative learning: Theory and practice. Hershey: Information Science Publishing.
Roberts, M. R., & Hopewell, T. M. (2003). Web-based instruction in technology education. Council on Technology Teacher Education, 52nd Yearbook: Selecting instructional strategies for technology education. McGraw Hill, Glencoe.
Roschelle, J., & Teasley, S. (1995). The construction of shared knowledge in collaborative problem solving. In C. O’Malley (Ed.), Computer-supported collaborative learning (pp. 69–97). New York: Springer.
Rovai, A. P. (2002). Building sense of community at a distance. International Review of Research in Open and Distance Learning, 3(1). Retrieved at March. 2, 2010 from http://www.irrodl.org/index.php/irrodl/article/view/79/152
Scardamalia, M., & Bereiter, C. (1994). Computer support for knowledge-building communities. The Journal of the Learning Sciences, 3(3), 265–283.
Scardamalia, M., & Bereiter, C. (2003). Knowledge building. In Encyclopedia of education, (2nd ed., pp.1370–1373). New York: Macmillan Reference.
Scardamalia, M., & Bereiter, C. (2006). Knowledge building: Theory, pedagogy, and technology. In K. Sawyer (Ed.), Cambridge handbook of the learning sciences (pp. 97–118). New York: Cambridge University Press.
Schoech, D. (2000). Teaching over the internet: Results of one doctoral course. Research on Social Work Practice, 10(4), 467–486.
Strauss, A., & Corbin, J. (1998). Basics of qualitative research: Grounded theory procedures and techniques (2nd ed.). Thousand Oaks: Sage Publications.
Sutton, L. A. (2001). The principle of vicarious interaction in computer-mediated communications. International Journal of Educational Telecommunications, 7(3), 223–242.
Tao, P. K., & Gunstone, R. F. (1999). The process of conceptual change in force and motion during computer-supported physics instruction. Journal of Research in Science Teaching, 36(7), 859–882.
Tashakkori, A., & Teddlie, C. (2003). Handbook of mixed methods in social & behavioral research. Thousand Oaks: Sage Publications.
Tesch, R. (1990). Qualitative research: Analysis types and software tools. Basingstoke: Falmer.
Tomei, L. A. (2006). The impact of online teaching on faculty load: Computing the ideal class size for online courses. Journal of Technology and Teacher Education, 14(3), 531–541.
Vygotsky, L. S. (1978). Mind in society. Cambridge: Harvard University Press.
Weigel, V. B. (2002). Deep learning for a digital age: Technology’s untapped potential to enrich higher education. San Francisco: Jossey-Bass.
Wuensch, K. L., Aziz, S., Ozan, E., Kishore, M., & Tabrizi, M. H. N. (2008). Pedagogical characteristics of online and face-to-face classes. International Journal on E-Learning, 7(3), 523–532.
Xu, H., & Morris, L. V. (2007). Collaborative course development for online courses. Innovative Higher Education, 32(1), 35–47.
Author information
Authors and Affiliations
Corresponding author
Appendixes
Appendixes
Rights and permissions
About this article
Cite this article
Qiu, M., Hewitt, J. & Brett, C. Online class size, note reading, note writing and collaborative discourse. Computer Supported Learning 7, 423–442 (2012). https://doi.org/10.1007/s11412-012-9151-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11412-012-9151-2