An analysis of complexity in primary school L2 English learning
In the context of a Complex Systems (CS) approach to language acquisition and teaching research, this paper will use Geometric Data Analysis (GDA, l’Analyse géométrique des données: Benzécri 1973; Le Roux & Rouanet 2010) to explore data collected from beginning learners of English (n = 54) in a primary school context in France. The study was initially designed along classical “group comparison” lines (six-year-olds vs. eight-year-olds), and not from the start for CS analysis; participants performed four different tasks in English at two times during their first year of English; they also completed a variety of psychometric tests and questionnaires measuring various cognitive, verbal, affective et conative characteristics. We will begin by looking at classic nonparametric comparisons of the two groups of learners and correlations between the psychometric tests and performance on the English tasks. These univariate statistics do not actually turn up very much structure in the data set, and we will use multivariate GDA for a closer look at the complex relationships between individual features and early L2 skill.
References
Abdi, H.W. and Lynne J
2010 “
Principal component analysis.”
Wiley Interdisciplinary Reviews: Computational Statistics 2 (4): 433–459.


Bates, E. and Goodman, J.C
1999 “
On the emergence of grammar from the lexicon.” In
The Emergence of Language,
B. MacWhinney (ed.), 29–80. Mahwah NJ: Lawrence Erlbaum.

Bates, E. and MacWhinney, B
1987 “
Competition, variation, and language learning.” In
Mechanisms of Language Acquisition,
B. MacWhinney (ed.), 157–193. Hillsdale NJ: Lawrence Erlbaum.

Benzécri, J.-P
1973 L’Analyse des Données. Volume II. L’Analyse des Correspondances. Paris: Dunod.

Benzécri, J.-P
1982 L’analyse des données: leçons sur l’analyse factorielle et la reconnaissance des formes et travaux. Paris: Dunod.

Beslon, G
2012 2July. “
Introduction to complex systems.” Plenary lecture,
Sixth Annual Complex Systems Summer School
. Paris: Institut des Systèmes Complexes.
Carroll, J.B
1993 “
Abilities in the domain of language”. In Chapter 5 of
Human Cognitive Abilities: A Survey of Factor-analytic Studies, 145–195. Cambridge: Cambridge University Press.


de Bot, K
2013 8April. “
Language development at different time scales: Diachronic complexity.”
Workshop on Dynamic Systems Analysis
. Paris: Groupe de Recherche ADYLOC.
de Bot, K., Lowie, W. and Verspoor, M
2007 “
A Dynamic Systems Theory Approach to Second Language Acquisition.”
Bilingualism: Language and Cognition 10 (1): 7–22.


Dörnyei, Z
2009 “
Individual differences: Interplay of learner characteristics and learning environment.” In
Language as a Complex Adaptive System,
N.C. Ellis and
D. Larsen-Freeman (eds), 230–248. Oxford: Wiley-Blackwell.

Dumas, J.E., Lafrenière, P.J., Capuano, F. and Durning, P
1997 Profil socio-affectif. Paris: ECPA.

Ellis, N.C
1996 “
Sequencing in SLA: Phonological memory, chunking, and points of order.” Studies in Second Language Acquisition 181: 91–126.


Ellis, N.C
1998 Emergentism, connectionism and language learning.
Language Learning 48 (4): 631–664.


Ellis, N.C
2007 “
Dynamic systems and SLA: The wood and the trees.” Bilingualism: Language and Cognition 10 (1): 23–25.


Enever, J
2011 ELLiE: Early Language Learning in Europe. United Kingdom: British Council.

Hotelling, H
1933 “
Analysis of a complex of statistical variables into principal components.” Journal of Educational Psychology 251: 417–441.


Larsen-Freeman, D. and Cameron, L
2008 Complex Systems and Applied Linguistics. Oxford: Oxford University Press.

Le Roux, B
2013 25June.
Analyse des données structurées. Workshop on Analyse géométrique des données. Paris: Université Paris Descartes.

Le Roux, B. and Rouanet, H
2010 Multiple Correspondence Analysis. Thousand Oaks: Sage.


Lowie, W. and Verspoor, M
2013 28August. “
DST & acquisition order.” In
Language Learning Roundtable: Acquisition Orders in SLA: Perspectives from Emergentism and Dynamic Systems Theory, EUROSLA 23, Amsterdam: Universiteit van Amsterdam.

Mackey, A
2013 29August. “
Methodology in SLA research: Past, present and future.” Plenary lecture,
EUROSLA 23 Conference
. Amsterdam: Universiteit van Amsterdam.
MacWhinney, B
1987 “
The competition model.” In
Mechanisms of Language Acquisition,
B. MacWhinney (ed.), 249–308. Hillsdale NJ: Lawrence Erlbaum.

MacWhinney, B
1992 “
Transfer and competition in second language learning.” In
Cognitive Processing in Bilinguals,
R.J. Harris (ed.), 371–390. Amsterdam: Elsevier.


MacWhinney, B
1997a “
Second language acquisition and the competition model.” In
Tutorials in Bilingualism: Psycholinguistic Perspectives,
A.M.B. de Groot and
J.F. Kroll (eds), 113–142. Mahwah, NJ: Lawrence Erlbaum.

MacWhinney, B
1997b “
Models of the emergence of language.” Annual Review of Psychology 491: 199–227.


MacWhinney, B
1999 “
The Emergence of language from embodiment.” In
The Emergence of Language,
B. MacWhinney (ed.), 213–246. Mahwah NJ: Lawrence Erlbaum.

MacWhinney, B. and Bates, E
1989 The Cross-linguistic Study of Sentence Processing.
Cambridge: Cambridge University Press.

Martin, A
2004 L’analyse de données. Course handout. Brest: École Nationale Supérieure de Techniques Avancées de Bretagne.
[URL] (25/07/2013)

McLaughlin, B
1989 “
The Three phases (faces?) of second-language research.” In
Language Processing in Social Context,
R. Dietrich and
C.F. Graumann (eds), 211–231.Amsterdam: North-Holland.


Papagno, C., Valentine, T. and Baddeley, A
1991 “
Phonological short-term memory and foreign-language vocabulary learning.”
Journal of Memory and Language 301: 331–347.


Pardoux, C
2013 24June. “
Analyse en composantes principales.” Workshop on
Analyse géométrique des données
. Paris: Université Paris Descartes.
Pearson, K
1901 “
On lines and planes of closest fit to systems of points in space.
Philosophical Magazine 21: 559–572.


Thelen, E. and Smith, L.B
1994 A Dynamic Systems Approach to the Development of Cognition and Action. Cambridge MA: MIT Press.

van Geert, P
1991 “
A dynamic systems model of cognitive and language growth.” Psychological Review 981: 3–53.


van Geert, P
2006 24January. “
Dynamic systems methods in the study of language.”
Apprentissage des langues premières et secondes Conference
. Paris: Ministère de la Recherche.
van Geert, P
2007 “
Dynamic systems in second language learning: Some general methodological reflections.” Bilingualism: Language and Cognition 10 (1): 47–49.


van Geert, P
2013 8April. “
Modeling language development as a complex dynamic system: Concepts, principles and methods.” Workshop on
Dynamic Systems Analysis.
Paris: Groupe de Recherche ADYLOC.
Cited by
Cited by 1 other publications
Hilton, Heather E.
2017.
Enjeux méthodologiques de l’émergentisme pour la recherche en acquisition et en didactique des langues.
Recherches en didactique des langues et des cultures 14:1

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