This study explored retrodictively differences in
developmental patterns between a learner who makes some progress and one
that does not. Their twelve successive writings were analyzed on
holistically scored measures of complexity, accuracy, fluency, idiomaticity,
and coherence (CAFIC) and on two analytical measures to operationalize
syntactic and lexical complexity. Their developmental trajectories were
explored with visual graphs (LOESS curves), Monte Carlo analyses, and
correlational analyses. The stronger learner showed rather synchronous
development in most measures and a significant jump in lexical complexity
(operationalized as average word length), suggesting a level of coordination
of subsystems and therefore automaticity of the system as a whole. The
weaker learner, on the other hand, showed more competitive or random
patterns in the measures.
(2014) Phrase transitions in development of writing fluency from
a complex dynamic systems perspective. Language Learning, 64(1), 1–35.
Baddeley, A.
(1976) The psychology of memory. New York, NY: Basic Books.
Bassano, D., & van Geert, P.
(2007) Modeling continuity and discontinuity in utterance
length: A quantitative approach to changes, transitions and
intra-individual variability in early grammatical
development. Developmental Science, 10(5), 588–612.
Bulté, B.
(2013) The development of complexity in second language
acquisition: A dynamic systems approach (Unpublished doctoral dissertation). University of Brussels, Brussels, Belgium.
Chan, S.
(2001, October31–November6). Complex adaptive systems. Paper presented at
ESD.83 Research Seminar in Engineering Systems
. Retrieved from [URL] (7 January, 2020).
de Bot, K., Lowie, W., & Verspoor, M.
(2007) A dynamic systems theory approach to second language
acquisition. Bilingualism: Language and Cognition, 10(1), 7–21.
Fogal, G. G.
(2019) Investigating variability in L2 development: Extending a
complexity theory perspective on L2 writing studies and authorial
voice. Applied Linguisitcs, 1–27.
Fogel, A., & Thelen, E.
(1987) Development of early expressive and communicative action:
Reinterpreting the evidence from a dynamic systems
perspective. Developmental Psychology, 23, 747–761.
Hood, G. M.
(2004) Poptools version 2.6.2. Available at [URL]> (7January 2020).
Hou, J.
(2017) The dynamics of English writing development in advanced
Chinese learners (Unpublished doctoral dissertation). University of Groningen, Groningen, the Netherlands.
(2016b) Chunk use and development in advanced Chinese L2 learners
of English. Language Teaching Research, 22(2), 148–168.
Hou, J., Loerts, H., & Verspoor, M. H.
(2018) Exploring attitude and test-driven motivation towards
English at Chinese universities. International Journal of Language Studies, 12(1), 37–60.
Kahneman, D.
(1973) Attention and effort. Englewood Cliffs, NJ: Prentice-Hall.
Kelso, J. S.
(1995) Dynamic patterns: The self-organization of brain and
behavior. Cambridge, MA: The MIT press.
Larsen-Freeman, D.
(1978) An ESL index of development. TESOL Quarterly, 12(4), 439–448.
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.
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.
(2018) Individual differences and the ergodicity
problem. Language Learning, 69, 184–206.
Penris, W., & Verspoor, M.
(2017) Academic writing development: A complex, dynamic
process. In S. E. Pfenninger & J. Navracsics (Eds.), Future research directions for applied linguistics (pp. 215–242). Bristol: Multilingual Matters.
Plunkett, K., & Marchman, V.
(1991) U-shaped learning and frequency effects in a multi-
layered perception: Implications for child language
acquisition. Cognition, 38(1), 43–102.
Spoelman, M., & Verspoor, M.
(2010) Dynamic patterns in development of accuracy and
complexity: A longitudinal case study in the acquisition of
Finnish. Applied Linguistics, 31(4), 532–553.
(1989) Self-organization in developmental processes: Can systems
approaches work? In M. Gunnar & E. Thelen (Eds.), Systems and development. The Minnesota Symposia in Child
Psychology (pp. 77–117). Hillsdale, NJ: Lawrence Erlbaum Associates.
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., Verspoor, M., & Lowie, W.
(2011) Variability and DST. In M. Verspoor, K. de Bot, & W. Lowie (Eds.), A dynamic approach to second language development: Methods and
techniques (pp. 55–84). Amsterdam: John Benjamins.
van Geert, P.
(1991) A dynamic systems model of cognitive and language
growth. Psychological review, 98(1), 3.
van Geert, P., & van Dijk, M.
(2002) Focus on variability: New tools to study intra-individual
variability in developmental data. Infant Behavior and Development, 25(4), 340–374.
van Geert, P., & Verspoor, M.
(2015) Dynamic systems and language development. In B. MacWhinney & W. O’Grady (Eds.), The handbook of language emergence (pp. 537–556). New York, NY: Wiley & Sons.
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. Les
Cahiers de l’Acedle, 14, 14–1.
Verspoor, M., Lowie, W., & van Dijk, M.
(2008) Variability in second language development from a dynamic
systems perspective. The Modern Language Journal, 92(2), 214–231.
Vyatkina, N.
(2012) The development of second language writing complexity in
groups and individuals: A longitudinal learner corpus
study. The Modern Language Journal, 96(4), 576–598.
Watson Todd, R. W., Thienpermpool, P., & Keyuravong, S.
(2004) Measuring the coherence of writing using topic-based
analysis. Assessing Writing, 9(2), 85–104.
Wolfe-Quintero, K., Inagaki, S., & Kim, H.
(1998) Second language development in writing: Measures of fluency,
accuracy, & complexity. Honolulu, HI: University of Hawaii Press.
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