Classroom-oriented research from a complex systems perspective


complex systems
research methods

How to Cite

Larsen-Freeman, D. (2016). Classroom-oriented research from a complex systems perspective. Studies in Second Language Learning and Teaching, 6(3), 377–393.


Bringing a complex systems perspective to bear on classroom-oriented research challenges researchers to think differently, seeing the classroom ecology as one dynamic system nested in a hierarchy of such systems at different levels of scale, all of which are spatially and temporally situated. This article begins with an introduction to complex dynamic systems theory, in which challenges to traditional ways of conducting classroom research are interwoven. It concludes with suggestions for research methods that are more consistent with the theory. Research does not become easier when approached from a complex systems perspective, but it has the virtue of reflecting the way the world works.


Ahmadian, J. V., & Tavakoli, M. (2011). Exploring the utility of action research to investigate second-language classrooms as complex systems. Educational Action Research, 19(2), 121-136.

Barrett, L. F. (2015, September 1). Psychology is not in crisis. New York Times, p. A23.

Bolster, A. S. (1983). Toward a more effective model of research on teaching. Harvard Educational Review, 53(3), 294-308.

Borg, S. (2010). Language teacher research engagement. Language Teaching, 43(4), 391-429.

Burns, A., & Knox, J. S. (2011). Classrooms as complex, adaptive systems: A relational model. TESL-EJ, 15(1), 1-25.

Cameron, L., & Larsen-Freeman, D. (2007). Preview article: Complex systems and applied linguistics. International Journal of Applied Linguistics, 17, 226-240.

Clarke, M. A., & QuinnWilliams, J. (2015). The argument in brief: Changing schools: Identity, transformation, and educational innovation. Unpublished manuscript.

Clarke, M. A., & QuinnWilliams, J. (in press). Changing schools: Identity, transformation, and educational innovation. Ann Arbor, MI: University of Michigan Press.

Confrey, J. (2006). The evolution of design studies as methodology. In R. K. Sawyer (Ed.), Cambridge handbook of the learning sciences (pp. 139-152). New York: Cambridge University Press.

Dörnyei, Z., MacIntyre, P. D., & Henry, A. (Eds.). (2015). Motivational dynamics in language learning. Bristol: Multilingual Matters.

Gaddis, J. L. (2002). The landscape of history. Oxford: Oxford University Press.

Gallagher, H. C., & Robins, G. (2015). Network statistical models for language learning contexts: Exponential random graph models and willingness to communicate. Language Learning, 65, 929-962.

Gass, S., & Valmori, L. (2015). Replication in interaction and working memory research: Révész (2012) and Goo (2012). Language Teaching, 48, 545-555.

Goldstone, R. L. (2006). The complex systems see-change in education. Journal of the Learning Sciences, 15(1), 35-43.

Harvey, L. (2015). Beyond member-checking: A dialogic approach to the research interview. International Journal of Research & Method in Educa-tion, 38(1), 23-38.

Hiver, P., & Al-Hoorie, A. H. (in press). Putting complexity into practice. A dynamic ensemble for second language research. The Modern Language Journal.

Horn, L. (2008). Human research and Complexity Theory. Educational Philoso-phy and Theory, 40(1), 130-143.

Kaneko, K. (2006). Life: An introduction to complex systems biology. New York: Springer.

Kennedy, M. M. (1999). A test of some common contentions about educational research. American Educational Research Journal, 36, 511-541.

Koopmans, M. (2014). Change, self‐organization and the search for causality in educational research and practice. Complicity: An International Journal of Complexity and Education, 11(1), 20-39.

Larsen-Freeman, D. (2006). The emergence of complexity, fluency, and accuracy in the oral and written production of five Chinese learners of English. Applied Linguistics, 27, 590-619.

Larsen-Freeman, D. (2009). Prediction or retrodiction?: The coming together of research and teaching. In K. Losey & C. Pearson (Eds.), Spotlight on re-search: A new beginning. The selected proceedings of the 2008 MITESOL Conference (pp. 5-16). Raleigh, NC: LuLu.

Larsen-Freeman, D. (2015). Research into practice: Grammar learning and teaching. Language Teaching, 48, 263-280.

Larsen-Freeman, D. (2016, April). Shifting metaphors: From computer input to ecological affordances to adaptation. Plenary address delivered at the 50th International IATEFL Conference, Birmingham, England.

Larsen-Freeman, D. (in press). Complexity theory: The lessons continue. In L. Ortega & Z-H. Han (Eds.), Complexity theory and language development: In celebration of Diane Larsen-Freeman. Amsterdam: John Benjamins.

Larsen-Freeman, D., & Cameron, L. (2008). Complex systems and applied linguistics. Oxford: Oxford University Press.

Larsen-Freeman, D., & Tedick, D. J. (2016). World language teaching: Thinking differently. In D. Gitomer & C. Bell (Eds.), Handbook of research on teaching (5th ed.) (pp. 1335-1388). Washington, DC: American Educational Research Association.

Lemke, J. L., & Sabelli, N. H. (2008). Complex systems and educational change: Towards a new research agenda. Educational Philosophy and Theory, 40(1), 118-129.

Lowie, W. (2015, March). Replication in Complex Dynamic Systems approaches to second language development. A paper presented at the American Association of Applied Linguistics/Canadian Association of Applied Linguistics joint conference, Toronto, Canada.

Lowie, W., & Verspoor, M. (2015). Variability and variation in second language acquisition orders: A dynamic reevaluation. Language Learning, 65, 63-88.

MacIntyre, P. D. (2012). The idiodynamic method: A closer look at the dynamics of communication traits. Communication Research Reports, 29, 361-367.

Mercer, S. (2012). The complexity of learner agency. Apples – Journal of Applied Language Studies, 6(2), 41-59.

Mercer, S. (2015). Social network analysis and complex systems. In Z. Dörnyei, P. D. MacIntyre, & A. Henry (Eds.), Motivational dynamics in language learning (pp. 73-82). Bristol: Multilingual Matters.

Mercer, S. (2016, August). Psychology of language learning: Spare a thought for the teacher. A keynote address delivered at the Psychology of Language Learning 2 Conference, Jyväskylä, Finland.

Nuthall, G. (2004). Relating classroom teaching to student learning: A critical analysis of why research has failed to bridge the theory-practice gap. Harvard Educational Review, 74(3), 273-306.

Open Science Collaboration. (2015). Estimating the reproducibility of psycho-logical science. Science, 349(6251). doi: 10.1126/science.aac4716

Ortega, L., & Iberri-Shea, (2005). Longitudinal research in second language acquisition: Recent trends and future directions. Annual Review of Applied Linguistics, 25, 26-45.

Pawlak, M. (2012). The dynamic nature of motivation in language learning: A classroom perspective. Studies in Second Language Learning and Teaching, 2, 249-278.

Pawlak, M., & Mystkowska-Wiertelak, A. (2015). Investigating the dynamic nature of L2 willingness to communicate. System, 50, 1-9.

Pedrazinni, L., & Nava, A. (Eds.). (2012). Learning and teaching English: Insights from research. Monza: Polimetrica.

Plonsky, L. (2014). Study quality in quantitative L2 research (1990-2010): A methodological synthesis and call for reform. The Modern Language Journal, 98, 450-470.

Reinking, D., & Watkins, J. (2000). A formative experiment investigating the use of multimedia book reviews to increase elementary students’ independent reading. The Reading Research Quarterly, 35, 384-419.

Ricca, B. (2012). Beyond teaching methods: A complexity approach. Complicity: An International Journal of Complexity and Education, 9(2), 31-51.

Rosenberg, B. (1990, December 7). Gould promotes the entity theory of evolution. The Tech, pp. 1, 11. Retrieved from

Rose, L. T., Rouhani, P., & Fischer, K. W. (2013). The science of the individual. Mind, Brain and Education, 7(3), 152-158.

Thelen, E., & Corbatta, D. (2002). Microdevelopment and dynamic systems: Applications to infant motor development. In N. Granott & J. Parziale (Eds.), Microdevelopment: Transition processes in development and learning (pp. 59-79). Cambridge: Cambridge University Press.

Van Geert, P. (2011). The contribution of complex dynamic systems to development. Child Development Perspectives, 5(4), 273-278.

Van Geert, P., & Steenbeek, H. (2014). The good, the bad and the ugly? The dynamic interplay between educational practice, policy and research. Complicity: An International Journal of Complexity and Education, 11(2), 22-39.

Van Lier, L. 2004. The ecology and semiotics of language learning: A sociocultural perspective. Dordrecht: Kluwer.

Wadsworth, Y. (1998). What is participatory action research? Action Research International, Paper 2. Retrieved from