In:Theoretical Issues in Second Language Research: Challenges and new directions
Edited by Junya Fukuta, John Matthews and Shigenori Wakabayashi
[Studies in Bilingualism 69] 2026
► pp. 209–232
Chapter 10The continuity of research on the complexity of second language development
This content is being prepared for publication; it may be subject to changes.
Abstract
This chapter provides a selective review of previous studies on second language development to discuss how
the key dimensions of the complex phenomena — namely, time and relation — have been approached in the field’s history. While
pointing out the limitations of earlier studies (e.g., their narrow scopes on the variables involved, the premise of simple,
direct causality, and the predominant use of group-based analyses), it argues against drawing a strict dividing line between
those “legacy” studies and more recent research with explicit affiliation to Complexity Theory. It is suggested that the field
would benefit from extending its traditional concerns through the modern complexity lens, rather than dismissing them as
outdated. An emphasis is also placed on the importance of theoretical underpinnings of complexity-informed research,
highlighting the potential of usage-based approaches to language and language development.
Article outline
- 1.Introduction
- 2.The complex systems and the challenges in tackling them
- 2.1The nature of complex systems
- 2.2Challenges in researching complex systems
- 3.Issues in the complexity of L2 development
- 3.1Learning trajectory
- 3.2Implied connections
- 3.3Evolving relationships
- 4.Continuity of L2 research
- 5.Conclusion
- Author queries
Notes References
References (109)
Ammar, A., & Lightbown, P. M. (2003). Teaching
marked linguistic structures: More about the acquisition of relative clauses by Arab learners of
English. In A. Housen & M. Pierrard (Eds.), Investigations
in instructed second language
learning (pp. 167–198). Mouton de Gruyter.
Baba, K., & Nitta, R. (2014). Phase
transitions in development of writing fluency from a complex dynamic systems
perspective. Language
Learning, 64(1), 1–35.
(2021). Emergence
of multiple groups of learners with different writing-development trajectories in the classroom: Growth mixture
modeling. Journal of Second Language
Writing, 54, 100856.
Benati, A. G., & Lee, J. F. (Eds.). (2008). Grammar
acquisition and processing instruction: Secondary and cumulative effects. Multilingual Matters.
Biedroń, A., & Pawlak, M. (2016). The
interface between research on individual difference variables and teaching practice: The case of cognitive factors and
personality. Studies in Second Language Learning and
Teaching, 6(3), 395–422.
Bulté, B., & Housen, A. (2020). A
DUB-inspired case study of multidimensional L2 complexity development: Competing or connecting
growers? In W. Lowie, M. Michel, M. Keijzer, & R. Steinkrauss (Eds.), Usage-based
dynamics in second language
development (pp. 50–86). Multilingual Matters.
Byrne, D. S., & Callaghan, G. (2014). Complexity
theory and the social sciences: The state of the art (2nd
ed.). Routledge.
Cadierno, T., & Eskildsen, S. (2015). Usage-based
perspectives on second language learning. De Gruyter Mouton.
Cancino, H., Rosansky, E., & Schumann, J. (1978). The
acquisition of English negatives and interrogatives by native Spanish
speakers. In E. M. Hatch (Ed.), Second
language acquisition: A book of
readings (pp. 207–230). Newbury House.
Croteau, K. (1995). Second
language acquisition of relative clause structures by learners of
Italian. In F. Eckman, D. Highland, P. Lee, J. Mileham, & R. Rutkowski Weber (Eds.), Second
language acquisition theory and
pedagogy (pp. 115–128). Lawrence Erlbaum Associates.
De Bot, K. (2017). Complexity
theory and dynamic systems theory: Same or
different? In L. Ortega & Z-H. Han (Eds.), Complexity
theory and language development: In celebration of Diane
Larsen-Freeman (pp. 51–58). John Benjamins.
(2020). Prologue. In W. Lowie, M. Michel, M. Keijzer, & R. Steinkrauss (Eds.), Usage-based
dynamics in second language
development (pp. xiii–xx). Multilingual Matters.
DeKeyser, R. M. (1997). Beyond
explicit rule learning: Automatizing second language morphosyntax. Studies in Second
Language
Acquisition, 19(2), 195–221.
Dörnyei, Z., MacIntyre, P. D., & Henry, A. (Eds.). (2014). Motivational
dynamics in language learning. Multilingual Matters.
Eckman, F. R. (1977). Markedness
and the contrastive analysis hypothesis. Language
Learning, 27(2), 315–330.
Eckman, F. R., Bell, L., & Nelson, D. (1984). Universals
of second language acquisition. Newbury House.
(1988). On
the generalization of relative clause instruction in the acquisition of English as a second
language. Applied
Linguistics, 9(1), 1–20.
Ellis, N. C. (2008). The
dynamics of second language emergence: Cycles of language use, language change, and language
acquisition. Modern Language
Journal, 92(2), 232–249.
Ellis, N. C., & Ferreira-Junior, F. (2009). Construction
learning as a function of frequency, frequency distribution, and function. The Modern
Language
Journal, 93(3), 370–385.
Ellis, N. C., & Larsen-Freeman, D. (2006). Language
emergence: Implications for applied linguistics. Applied
Linguistics, 27(4), 558–589.
Ellis, N. C., & Wulff, S. (2020). Usage-based
approaches to L2 acquisition. In B. VanPatten, G. D. Keating, & S. Wulff (Eds.), Theories
in second language acquisition: An introduction (2nd
ed., pp. 63–82). Routledge.
Feng, X., & Liu, J. (2023a). The
developmental trajectories of L2 lexical-semantic networks. Humanities and Social
Sciences Communications, 10(1).
(2023b). The
structure of L2 lexical-semantic networks as seen from a social network
perspective. International Review of Applied Linguistics in Language
Teaching, 61(3), 967–994.
(2024). The
structure of lexical-semantic networks at global and local levels: A comparison between L1 and
L2. Complexity, 2024, Article
8644384, 1–13.
Filipović, L., & Hawkins, J. (2013). Multiple
factors in second language acquisition: The CASP
model. Linguistics, 51(1), 145–176.
Fogal, G. G. (2022). System
mapping simplex spaces: Facilitating change in L2 educational contexts from a complexity theory
perspective. International Review of Applied Linguistics in Language
Teaching 60(1), 103–121.
Freeborn, L., Andringa, S., Lunansky, G., & Rispens, J. (2022). Network
analysis for modeling complex systems in SLA research. Studies in Second Language
Acquisition, 45(2), 526–557.
Gardner, M. (1970). Mathematical
games: The fantastic combinations of John Conway’s new solitaire game
“Life.” Scientific
American, 223(4), 120–123.
Gass, S. M. (1979). Language
transfer and universal grammatical relations. Language
Learning, 29(2), 327–344.
Gregg, K. R. (2010). Shallow
draughts: Larsen-Freeman and Cameron on complexity. Second Language
Research, 26(4), 563–577.
Haken, H. (1978). Synergetics:
An introduction. Nonequilibrium phase transitions and self-organization in physics, chemistry and
biology. Springer.
(2006). Information
and self-organization: A macroscopic approach to complex systems (3rd
ed.). Springer.
Hakuta, K. (1976). A
case study of a Japanese child learning English as a second language. Language
Learning, 26(2), 321–351.
Hilpert, J. C., & Marchand, G. C. (2018). Complex
systems research in educational psychology: Aligning theory and method. Educational
Psychologist, 53(3), 185–202.
Hiver, P., & Al-Hoorie, A. H. (2016). Putting
complexity theory into practice: A dynamic ensemble for second-language research. The
Modern Language
Journal, 100(4), 741–756.
(2020). Reexamining
the role of vision in second language motivation: A preregistered conceptual replication of You, Dörnyei, and Csizér
(2016). Language
Learning, 70(1), 48–102.
Hiver, P., Al-Hoorie, A., & Larsen-Freeman, D. (2022). Toward
a transdisciplinary integration of research purposes and methods for complex dynamic systems theory: Beyond the
quantitative–qualitative divide. International Review of Applied Linguistics in
Language
Teaching, 60(1), 7–22.
Hiver, P., & Nagle, C. (2024). Complex
adaptive interventions: The challenge ahead for instructed second language acquisition
research. Annual Review of Applied
Linguistics, 44, 92–107.
Hiver, P., Al-Hoorie, A. H., & Murakami, A. (2025). Modeling
the effects of task repetition in L2 writing: Examining interindividual and intraindividual
variability. Language
Learning, 75(2), 493–532.
Kauffman, S. A. (1993). The
origins of order: Self-organisation and selection in evolution. Oxford University Press.
Keenan, E. L., & Comrie, B. (1977). Noun
phrase accessibility and Universal Grammar. Linguistic
Inquiry, 8(1), 63–99. [URL]
Kliesch, M., & Pfenninger, S. E. (2021). Cognitive
and socio-affective predictors of L2 micro-development in late adulthood: A longitudinal intervention
study. Modern Language
Journal, 105(1), 237–266.
Lakshmanan, U. (1986). The
role of parametric variation in adult second language acquisition: A study of the “pro-drop”
parameter. Papers in Applied
Linguistics-Michigan, 2, 97–118.
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., & Cameron, L. (2008). Complex
systems and applied linguistics. Oxford University Press.
Larsen-Freeman, D. (2017). Complexity
theory: The lessons continue. In L. Ortega & Z-H. Han (Eds.), Complexity
theory and language development: In celebration of Diane Larsen-Freeman. John Benjamins.
(2020). Complex
dynamic systems theory. In B. VanPatten, G. D. Keating, & S. Wulff (Eds.), Theories
in second language acquisition: An introduction (3rd
ed., pp. 248–270). Routledge.
Li, S. (2023). Working
memory and second language writing: A systematic review. Studies in Second Language
Acquisition, 45(3), 647–679.
Li, S., Ellis, R., & Zhu, Y. (2019). The
associations between cognitive ability and L2 development under five different instructional
conditions. Applied
Psycholinguistics, 40(3), 693–722.
Lightbown, P. (1983). Exploring
relationships between developmental and instructional sequences in L2
acquisition. In H. Seliger & M. Long (Eds.), Classroom-oriented
research in second language
acquisition (pp. 217–243). Newbury House.
Littlemore, J. (2023). Applying
cognitive linguistics to second language learning and teaching (2nd
ed.). Palgrave Macmillan.
Lorentz, E. N. (1963). Deterministic
nonperiodic flow. Journal of Atmospheric
Sciences, 20(2), 130–141.
Lorenz, E. N. (1972). Predictability:
Does the flap of a butterfly’s wings in Brazil set off a tornado in
Texas? Paper presented at the
annual meeting of the American Association for the Advancement of
Science, Washington, DC.
Lowie, W., Michel, M., Keijzer, M., & Steinkrauss, R. (2020). Usage-based
dynamics in second language development. Multilingual Matters.
Mandler, J. M. (1992). How
to build a baby. II: Conceptual primitives. Psychological
Review, 99(4), 587–604.
Mandler, J. M., & Cánovas, C. P. (2014). On
defining image schemas. Language and
Cognition, 6(4), 510–532.
Matsumura, M. (1994). Japanese
learners’ acquisition of the locality requirement of English reflexives: Evidence for retreat from
overgeneralization. Studies in Second Language
Acquisition, 16(1), 19–42.
Maturana, H. R., & Varela, F. J. (1980). Autopoiesis
and cognition: The realization of the living. Reidel.
(1987). The
tree of knowledge: The biological roots of human understanding. New Science Library/Shambhala.
Meara, P., & Miralpeix, I. (2022a). Vocabulary
networks workshop. 1: Introduction. Vocabulary Learning and
Instruction, 11(1), 17–34.
(2022b). Vocabulary
networks workshop. 2: Activating words in a network. Vocabulary Learning and
Instruction, 11(1), 35–52.
(2023). Vocabulary
networks workshop. 3: Activating words in a network (II). Vocabulary Learning and
Instruction, 12(1), 50–66.
(2024). Vocabulary
networks workshop. 4: Changing the connections in a vocabulary network. Vocabulary
Learning and
Instruction, 13(2), 1–25.
(2025). Vocabulary
networks workshop. 5: Modelling attrition in a vocabulary network. Vocabulary Learning
and Instruction, 14(1), Article
2139.
Morin, E. (2008). On
complexity: Advances in systems theory, complexity, and the human sciences. Hampton Press.
Murakami, A. (2016). Modeling
systematicity and individuality in nonlinear second language development: The case of English grammatical
morphemes. Language
Learning, 66(4), 834–871.
Murakami, A., & Alexopoulou, T. (2016). Longitudinal
L2 development of the English article in individual
learners. In A. Papafragou, D. Grodner, J. Trueswell, & D. Mirman (Eds.), Proceedings
of the 38th Annual Meeting of the Cognitive Science
Society (pp. 1050–1055). Cognitive Science Society. [URL]
Murakami, A., & Ellis, N. C. (2022). Effects
of availability, contingency, and formulaicity on the accuracy of English grammatical morphemes in second language
writing. Language
Learning, 72(4), 899–940.
Ortega, L., & Han, Z. (Eds.). (2017). Complexity
theory and Language development: In celebration of Diane Larsen-Freeman. John Benjamins.
Pallotti, G. (2022). Cratylus’
silence: On the philosophy and methodology of Complex Dynamic Systems Theory in
SLA. Second Language
Research, 38(3), 689–701.
Pawlak, M. (2023). The
mediating role of individual differences in pronunciation instruction: Extending the research
agenda. In V. G. Sardegna & A. Jarosz (Eds.), English
pronunciation teaching: Theory, practice and research
findings (pp. 52–65). Multilingual Matters.
Reynolds, W. (1987). Flocks,
herds and schools: A distributed behavioral model. Computer
Graphics, 21(4), 25–34.
Robinson, P. (2002). Learning
conditions, aptitude complexes, and SLA: A framework for research and
pedagogy. In P. Robinson (Ed.), Individual
differences and instructed language
learning (pp. 113–133). John Benjamins.
Rutherford, W. E. (1984). Language
universals and second language acquisition. John Benjamins.
Schmid, M. S., Verspoor, M. H., & MacWhinney, B. (2011). Coding
and extracting data. In M. H. Verspoor, K. de Bot, & W. Lowie (Eds.), A
dynamic approach to second language development: Methods and
techniques (pp. 39–54). John Benjamins.
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.
Steyvers, M., & Tenenbaum, J. B. (2005). The
large-scale structure of semantic networks: Statistical analyses and a model of semantic
growth. Cognitive
Science, 29(1), 41–78.
Terai, M., & Mikami, R. (2024). Motivation
for English learning in engineering university students: Using exploratory factor analysis and psychological network
analysis [In Japanese]. Journal of the Chubu Chapter of the Japan Association for
Language Education &
Technology, 34, 43–54.
Theise, N. D. (2023). Notes
on complexity: A scientific theory of connection, consciousness, and being. Spiegel & Grau.
Thelen, E., & Smith, L. B. (1994). A
dynamic systems approach to the development of cognition and action. The MIT Press.
Tyler, A., Ortega, L., Uno, M., & Park, H. (2018). Usage-inspired
L2 instruction: Researched pedagogy. John Benjamins.
Van Dijk, M., Verspoor, M., & Lowie, W. (2011). Variability
and DST. In M. H. Verspoor, K. de Bot, & W. Lowie (Eds.), A
dynamic approach to second language development: Methods and
techniques (pp. 55–84). John Benjamins.
VanPatten, B. (2004). Input
processing in SLA. In B. VanPatten & J. Williams (Eds.), Processing
instruction: Theory, research, and
commentary (pp. 5–31). Lawrence Erlbaum Associates.
Verspoor, M., de Bot, K., & Lowie, W. (2011). A
dynamic approach to second language development: Methods and techniques. John Benjamins.
Verspoor, M., & Lowie, W. (2003). Making
sense of polysemous words. Language
Learning, 53(3), 547–586.
Verspoor, M. H., & van Dijk, M. (2011). Visualizing
interactions between variables. In M. H. Verspoor, K. de Bot, & W. M. Lowie (Eds.), A
dynamic approach to second language development: Methods and
techniques (pp. 85–98). John Benjamins.
Von Bertalanffy, L. (1968). General
system theory: Foundations, development, applications. George Braziller.
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.
White, J. (2015). Primary
and secondary effects of processing instruction on Spanish clitic
pronouns. International Review of Applied Linguistics in Language
Teaching, 53(2), 151–179.
White, J. P., & DeMil, A. J. (2013a). Primary
and secondary effects of PI. International Journal of Language
Studies, 7(3), 59–88.
(2013b). Transfer-of-training
effects in processing instruction: The role of form-related explicit
information. Studies in Second Language
Acquisition, 35(3), 519–544.
White, L. (1985). The
“pro-drop” parameter in adult second language acquisition. Language
Learning, 35(1), 47–61.
(1989). Universal
Grammar and second language acquisition. John Benjamins.
(1995). Input,
triggers and second language acquisition: Can binding be
taught? In F. R. Eckman, D. Highland, P. W. Lee, J. Milcham, & R. Rutkowski Weber (Eds.), Second
language acquisition theory and
pedagogy (pp. 63–78). Lawrence Erlbaum Associates.
White, L., Hirakawa, M., & Kawasaki, T. (1996). Effects
of instruction on second language acquisition of Japanese long-distance reflexive
zibun. Canadian Journal of
Linguistics, 41(3), 235–254.
Wirtz, M. A., & Pfenninger, S. E. (2024). Signature
dynamics of development in L2 sociolinguistic competence: Evidence from an intensive micro-longitudinal
study. Language
Learning, 74(3), 707–743.
Wong, W., Ito, K., & Glimois, L. (2021). PI
and the French causative and passive constructions. In M. J. Leeser, G. D. Keating, & W. Wong (Eds.), Language
processing and processing instruction: Studies in honor of Bill
VanPatten (pp. 261–293). John Benjamins.
