On the fractal nature of complex syntax and the timescale problem
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Keywords

complex dynamic systems theory
fractals
syntactic complexity
second language development
variability

How to Cite

Evans, D. R. (2020). On the fractal nature of complex syntax and the timescale problem. Studies in Second Language Learning and Teaching, 10(4), 697–721. https://doi.org/10.14746/ssllt.2020.10.4.3

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Abstract

Fundamental to complex dynamic systems theory is the assumption that the recursive behavior of complex systems results in the generation of physical forms and dynamic processes that are self-similar and scale-invariant. Such fractal-like structures and the organismic benefit that they engender has been widely noted in physiology, biology, and medicine, yet discussions of the fractal-like nature of language have remained at the level of metaphor in applied linguistics. Motivated by the lack of empirical evidence supporting this assumption, the present study examines the extent to which the use and development of complex syntax in a learner of English as a second language demonstrate the characteristics of self-similarity and scale invariance at nested timescales. Findings suggest that the use and development of syntactic complexity are governed by fractal scaling as the dynamic relationship among the subconstructs of syntax maintain their complexity and variability across multiple temporal scales. Overall, fractal analysis appears to be a fruitful analytic tool when attempting to discern the dynamic relationships among the multiple component parts of complex systems as they interact over time.

https://doi.org/10.14746/ssllt.2020.10.4.3
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References

ACTFL (American Council on the Teaching of Foreign Languages). (2012). ACTFL proficiency guidelines. https://www.actfl.org/files/public/ACTFLProficiencyGuidelines2012_FINAL.pdf

Baba, K., & Nitta, R. (2014). Phase transitions in development of writing fluency from a complex dynamic system perspective. Language Learning, 64(1), 1-35.

Bassano, D., & van Geert, P. (2007). Modeling continuity and discontinuity in utterance length: A qualitative approach to changes, transitions and intra-individual variability in early grammatical development. Developmental Science, 10(5), 588-612.

Beckner, C., Blythe, R., Bybee, J., Christiansen, M. H., Croft, W., Ellis, N. C. . . . Schoenemann, T. (2009). Language is a complex adaptive system: Position paper. Language Learning, 59, 1-26.

Brown, J. H., Gupta, V. K., Li, B.-L., Milne, B. T., & West, G. B. (2002). The fractal nature of nature: Power laws, ecological complexity and biodiversity. Philosophical Transactions: Biological Sciences, 357(1421), 619-626.

Bulté, B., & Housen, A. (2012). Defining and operationalizing L2 complexity. In A. Housen, F. Kuiken, & I. Vedder (Eds.), Dimensions of L2 performance and proficiency: Complexity, accuracy, and fluency in SLA (pp. 21-46). Amsterdam: John Benjamins.

Chan, H., Verspoor, M., & Vahtrick, L. (2015). Dynamic development in speaking versus writing in identical twins. Language Learning, 65(2), 298-325.

Chávez, O., & Ragan, G. A. (2016). Fractals. In M. R. Bonk (Ed.), Mathematics (2nd ed.; pp. 98-105). Farmington Hills, MI: Macmillan Reference USA.

Chomsky, N. (1957). Syntactic structures. Berlin: Mouton de Gruyter.

de Bot, K. (2015). Rates of change: Timescales in second language development. In Z. Dörnyei, P. D. MacIntyre, & A. Henry (Eds.), Motivational dynamics in language learning (pp. 29-37). Bristol, UK: Multilingual Matters.

de Bot, K., Chan, H., Lowie, W., Plat, R., & Verspoor, M. (2012). A dynamic perspective on language processing and development. Dutch Journal of Applied Linguistics, 1(2), 188-218.

de Bot, K., & Larsen-Freeman, D. (2011). Researching second language development from a dynamic systems theory perspective. In M. H. Verspoor, K. de Bot, & W. Lowie (Eds.), A dynamic approach to second language development (pp. 5-23). Amsterdam, The Netherlands: John Benjamins Publishing Co.

Delignières, D., & Marmelat, V. (2012). Fractal fluctuations and complexity: Current debates and future challenges. Critical Reviews in Biomedical Engineering, 40(6), 485-500.

Dias Martins, M., Laaha, S., Freiberger, E. M., Choi, S., & Fitch, W. T. (2014). How children perceive fractals: Hierarchical self-similarity and cognitive development. Cognition, 133, 10-24.

Ding, N., Melloni, L., Zhang, H., Tiang, X., & Poeppel, D. (2016). Cortical tracking of hierarchical linguistic structures in connected speech. Nature Neuroscience, 19(1), 158-168.

Dong, J. (2016). A dynamic systems theory approach to development of listening strategy use and listening performance. System, 63, 149-165.

Ellis, N. C. (2011). The emergence of language as a complex adaptive system. In J. Simpson (Ed.), Routledge handbook of applied linguistics (pp. 654-667). London, UK: Routledge.

Evans, D. R., & Larsen-Freeman, D. (2020). Bifurcations and the emergence of L2 syntactic structures in a complex dynamic system. Frontiers in Psychology, 11, 1-12.

Feldman, D. P. (2012). Chaos and fractals: An elementary introduction. Oxford: Oxford University Press.

Filipović, L., & Hawkins, J. A. (2013). Multiple factors in second language acquisition: The CASP model. Linguistics, 51(1), 145-176.

Fischmeister, F. P., Martins, M. J. D., Beisteiner, R., & Fitch, W. T. (2017). Self-similarity and recursion as default modes in human cognition. Cortex, 97, 183-201.

Foster, P., Tonkyn, A., & Wigglesworth, G. (2000). Measuring spoken language: A unit for all reasons. Applied Linguistics, 21(3), 354-375.

Gell-Mann, M. (1994). Complex adaptive systems. In G. Cowan, D. Pines, & D. Meltzer (Eds.), Complexity: Metaphors, models, and reality. Santa Fe Institute Studies in the Sciences of Complexity (pp. 17-45). Reading, MA: Addison-Wesley.

Hauser, M. D., Chomsky, N., & Fitch, W. T. (2002). The faculty of language: What is it, who has it, and how did it evolve? Science, 298, 1569-1579.

Hiver, P. (2015). Attractor states. In Z. Dörnyei, P. D. MacIntyre, & A. Henry (Eds.), Motivational dynamics in language learning (pp. 20-28). Bristol, UK: Multilingual Matters.

Hiver, P., & Al-Hoorie, A. (2016). A dynamic ensemble for second language research: Putting complexity theory into practice. Modern Language Journal, 100(4), 741-756.

Hiver, P., & Al-Hoorie, A. (2020). Research methods for complexity theory in applied linguistics. Bristol: Multilingual Matters.

Kauffman, S. (1995). At home in the universe: The search for the laws of self-organization and complexity. Oxford: Oxford University Press.

Kretzschmar, W. A. (2015). Language and complex systems. Cambridge: Cambridge University Press.

Larsen-Freeman, D. (1997). Chaos/complexity science and second language acquisition. Applied Linguistics, 18(2), 141-165.

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(4), 590-619.

Larsen-Freeman, D. (2012). Complex, dynamic systems: A new transdisciplinary theme for applied linguistics? Language Teaching, 45(2), 202-214.

Larsen-Freeman, D. (2015). Ten ‘lessons’ from complex dynamic systems theory: What is on offer. In Z. Dörnyei, P. D. MacIntyre, & A. Henry (Eds.), Motivational dynamics in language learning (pp. 11-19). Bristol, UK: Multilingual Matters.

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

Liebovitch, L. S., & Shehadeh, L. A. (2005). Introduction to fractals. In M. A. Riley & G. C. Van Orden (Eds.), Tutorials in contemporary nonlinear methods for the behavioral sciences (pp. 178-266). http://www.nsf.gov/sbe/bcs/pac/nmbs/nmbs.jsp

Lowie, W., & Verspoor, M. (2015). Variability and variation in second language acquisition orders: A dynamic reevaluation. Language Learning, 65(1), 63-88.

Lowie, W., Verspoor, M., & van Dijk, M. (2018). The acquisition of L2 speaking: A dynamic perspective. In R. Alonso Alonso (Ed.), Speaking in a second language (pp. 105-125). Amsterdam: John Benjamins.

Lyle, C. (2009). The fractal nature of French tense/aspect acquisition. Journal of Applied Linguistics, 6(1), 45-67.

Mandelbrot, B. B. (1982). The fractal geometry of nature. New York, NY: W. H. Freeman and Company.

McGrath, D. (2016). Fractals. In N. Sterigou (Ed.), Nonlinear analysis for human movement variability (pp. 261-300). Boca Raton, FL: CRC.

Myers, S. A. (2016). Time series. In N. Sterigou (Ed.), Nonlinear analysis for human movement variability (pp. 29-54). Boca Raton, FL: CRC.

Norris, J. M., & Ortega, L. (2009). Towards an organic approach to investigating CAF in instructed SLA: The case of complexity. Applied Linguistics, 30(4), 555-578.

Pareyon, G. (2007, November). Fractal theory and language: The form of macrolinguistics. Talk presented at the 2007 Form and Symmetry: Art and Science conference, Buenos Aires, Argentina.

Peitgen, H. O., Jürgens, H. & Saupe, D. (1992). Chaos and fractals: New frontiers of science. New York, NY: Springer.

Penris, W., & Verspoor, M. (2017). Academic writing development: A complex, dynamic process. In S. E. Pfenninger & J. Navracsics (Eds.), Future research directions in applied linguistics (pp. 215-242). Bristol, UK: Multilingual Matters.

Plat, R., Lowie, W., & de Bot, K. (2018). Word naming in the L1 and L2: A dynamic perspective on automatization and the degree of semantic involvement in naming. Frontiers in Psychology, 8, 1-14.

Polat, B., & Kim, Y. (2014). Dynamics of complexity and accuracy: A longitudinal case study of advanced untutored development. Applied Linguistics, 35(2), 184-207.

Potts, R. (1996). Humanity’s descent: The consequences of ecological instability. New York, NY: Avon Books.

Prigogine, I., & Stengers, I. (1984). Order out of chaos: Man’s new dialogue with nature. New York, NY: Bantam.

Rhea, C. K., Kiefer, A. W., Wittstein, M. W., Leonard, K. B., MacPherson, R. P., Wright, W. G., & Haran, F. J. (2014). Fractal gait patterns are retained after entrainment to a fractal stimulus. PLoS One, 9(9), 1-10.

Rhea, C. K., & Kuznetsov, N. A. (2017). Using visual stimuli to enhance gait control. Journal of Vestibular Research, 27, 7-16.

Ruhland, R., & van Geert, P. (1998). Jumping into syntax: Transitions in the development of closed class words. British Journal of Developmental Psychology, 16, 65-95.

Schmid, M. S., Kopke, B., & de Bot, K. (2013). Language attrition as a complex, non-linear development. International Journal of Bilingualism, 17(6), 675-682.

Shanon, B. (1993). Fractal patterns in language. New Ideas in Psychology, 11(1), 105-109.

Smith, L. B., & Thelen, E. (2003). Development as a dynamic system. TRENDS in Cognitive Sciences, 7(8), 343-348.

Stephen, D. G., Arzamarski, R., & Michaels, C. F. (2010). The role of fractality in perceptual learning: Exploration in dynamic touch. Journal of Experimental Psychology: Human Perception and Performance, 36(5), 1161-1173.

Thelen, E. (2005). Dynamic systems theory and the complexity of change. Psychoanalytic Dialogues, 15(2), 255-283.

Thelen, E., & Smith, L. B. (1994). A dynamic systems approach to the development of cognition and action. Cambridge, MA: The MIT Press.

van Dijk, M., & van Geert, P. (2007). Wobbles, humps, and sudden jumps: A case study of continuity, discontinuity and variability in early language development. Infant and Child Development, 16, 7-33.

van Dijk, M., & van Geert, P. (2011). Heuristic techniques for the analysis of variability as a dynamic aspect of change. Infancia y aprendizaje, 34(2), 151-167.

van Geert, P. (1994). Dynamic systems of development: Change between complexity and chaos. New York, NY: Harvester Wheatsheaf.

van Geert, P. (2008). The dynamic systems approach in the study of L1 and L2 acquisition: An introduction. Modern Language Journal, 92(ii), 179-199.

Van Orden, G. C., Holden, J. G., & Turvey, M. T. (2003). Self-organization of cognitive performance. Journal of Experimental Psychology, 132(3), 331-350.

Varela, M., Ruiz-Esteban, & Mestre de Juan, M. J. (2010). Chaos, fractals, and our concept of disease. Perspectives in Biology and Medicine, 53(4), 584-595.

Verspoor, M. H., de Bot, K., & Lowie, W. (2011). A dynamic approach to second language development: Methods and techniques. Amsterdam: John Benjamins.

Verspoor, M., Lowie, W., Chan, H. P., & Vahtrick, L. (2017). Linguistic complexity in second language development: Variability and variation at advanced stages. Recherches en didactique des langues et des cultures, 14(1), 1-27.

West, B. J. (2001). Fractal probability measures of learning. Methods, 24, 395-402.

West, B. J. (2006). Where medicine went wrong: Rediscovering the path to complexity. Hackensack, NJ: World Scientific.

Youmans, G. (1991). A new tool for discourse analysis: The vocabulary-management profile. Language, 67(4), 763-789.

Youmans, G., & Pfeifer, P. (2005). Fractal dimensions of discourse. Language, 81(2), 297-300.

Zipf, G. K. (1935). The psycho-biology of language. Oxford, UK: Houghton Mifflin.