Complexity, accuracy and fluency in learner corpus research
Setting the scene
Article outline
- 1.Overview of CAF research
- 2.Overview of the volume
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Note
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References
References
Abdi Tabari, Mahmoud
2016 The effects of planning time on complexity, accuracy, fluency, and lexical variety in L2 descriptive writing.
Asian-Pacific Journal of Second and Foreign Language Education 20: 1–10.


Bachman, Lyle F.
1990 Fundamental Considerations in Language Testing. Oxford: OUP.

Bachman, Lyle F. & Palmer, Adrian S.
1996 Language Testing in Practice: Designing and Developing Useful Language Tests. Oxford: OUP.

Barrot, Jessie & Mari, Karen G.
2019 Complexity, accuracy, and fluency in the argumentative writing of ESL and EFL learners.
International Review of Applied Linguistics in Language Teaching 59(2): 209–232.


Barrot, Jessie S. & Agdeppa, Joan Y.
2021 Complexity, accuracy, and fluency as indices of college-level L2 writers proficiency.
Assessing Writing 47: 100510.


Bialystok, Ellen
1982 On the relationship between knowing and using linguistic forms.
Applied Linguistics 3(3): 181–206.


Bialystok, Ellen
1994 Analysis and control in the development of second language proficiency.
Studies in Second Language Acquisition 16(2): 157–68.


Biber, Douglas, Johansson, Stig, Leech, Geoffrey, Conrad, Susan & Finegan, Edward
Brezina, Vaclav & Pallotti, Gabriele
2019 Morphological complexity in written L2 texts.
Second Language Research 35(1): 99–119.


Brumfit, Christopher J.
1984 Communicative Methodology in Language Teaching: The Roles of Fluency and Accuracy. Cambridge: CUP.

Bulté, Bram & Housen, Alex
2012 Defining and operationalising L2 complexity. In
Dimensions of L2 Performance and Proficiency: Complexity, Accuracy and Fluency in SLA, Language Learning and Language Teaching [
Language Learning & Language Teaching 32],
Alex Housen,
Folkert Kuiken &
Ineke Vedder (eds), 21–46. Amsterdam: John Benjamins.


Bulté, Bram, Housen, Alex, Pierrard Michel & Van Daele, Siska
2008 Investigating lexical proficiency development over time – The case of Dutch-speaking learners of French in Brussels.
Journal of French Language Studies 18(3): 277–298.


Canale, Michael & Swain, Merrill
1980 Theoretical bases of communicative approaches to second language teaching and testing.
Applied Linguistics 1(1): 1–47.


Corder, S. Pit
1967 The significance of learners’ errors.
IRAL: International Review of Applied Linguistics in Language Teaching 5(4): 161–170.


Crossley, Scott A. & McNamara, Danielle S.
2012 Predicting second language writing proficiency: The roles of cohesion and linguistic sophistication.
Journal of Research in Reading 35(2): 115–35.


De Clercq, Bastien & Housen, Alex
2019 The development of morphological complexity: A cross-linguistic study of L2 French and English.
Second Language Research 35(1): 71–97.


Durrant, Philip, Brenchley Mark & McCallum, Lee
2021 Understanding Development and Proficiency in Writing: Quantitative Corpus Linguistic Approaches. Cambridge: CUP.


Ellis, Rod
2003 Task-Based Language Learning and Teaching. Oxford: OUP.

Fillmore, Charles J.
1979 On fluency. In
Individual Differences in Language Ability and Language Behavior,
Charles J. Fillmore,
Daniel Kempler &
William S.-Y. Wang (eds), 85–101. New York NY: Academic Press.


Foster, Pauline & Skehan, Peter
1996 The influence of planning and task type on second language performance.
Studies in Second Language Acquisition 18(3): 299–323.


Gamon, Michael, Chodorow, Martin, Leacock, Claudia & Tetreault, Joel
Granger, Sylviane
1996 From CA to CIA and back: An integrated contrastive approach to computerized bilingual and learner corpora. In
Languages in Contrast,
Karin Aijmer,
Bengt Altenberg &
Mats Johansson (eds), 37–51. Lund: Lund University Press.

Hawkins, John A. & Buttery, Paula
2010 Criterial features in learner corpora: Theory and illustrations.
English Profile Journal 1, E5.


Hawkins, John A. & Filipović
2012 Criterial Features in L2 English: Specifying the Reference Levels of the Common European Framework. Cambridge: CUP.

Herdan, Gustav
1960 Type-Token Mathematics: A Textbook of Mathematical Linguistics. The Hague: Mouton.

Herdan, Gustav
1966 The Advanced Theory of Language as Choice and Chance. New York NY: Springer.


Holmes, David I.
1998 The evolution of stylometry in humanities scholarship.
Literary and Linguistic Computing 13(3): 111–117.


Housen, Alex & Kuiken, Folkert
2009 Complexity, accuracy, and fluency in Second Language Acquisition.
Applied Linguistics 30(4): 461–473.


Housen, Alex, Folkert Kuiken & Ineke Vedder
Hulstijn, Jan H.
2011 Language proficiency in native and nonnative speakers: An agenda for research and suggestions for second-language assessment.
Language Assessment Quarterly 8(3): 229–249.


Hunt, Kellogg W.
1965 Grammatical Structures Written at Three Grade Levels. Urbana IL: The National Council of Teachers of English.

Jarvis, Scott
2002 Short texts, best-fitting curves and new measures of lexical diversity.
Language Testing 19(1): 57–84.


Kobayashi, Yuichiro & Abe, Mariko
2016 Automated scoring of L2 spoken English with random forests.
Journal of Pan-Pacific Association of Applied Linguistics 20(1): 55–73.

Kowal, Iwona
2016 The Dynamics of Complexity, Accuracy and Fluency in Second Language Development. Kraków: Jagiellonian University Press.


Kuhi, Davud, Asl Rasuli, Mortaza & Deylami, Zahra
2014 The effect of type of writing on accuracy, fluency and complexity across proficiency.
Procedia – Social and Behavioral Sciences 98: 1036–1045.


Kyle, Kristopher & Crossley, Scott A.
2015 Automatically assessing lexical sophistication: Indices, tools, findings & application.
TESOL Quarterly 49(4): 757–786.


Kyle, Kristopher & Crossley, Scott A.
2018 Measuring syntactic complexity in L2 writing using fine-grained clausal and phrasal indices.
The Modern Language Journal 102(2): 333–349.


Lambert, Craig & Kormos, Judit
2014 Complexity, accuracy, and fluency in task-based L2 research: Toward more developmentally based measures of second language acquisition.
Applied Linguistics 35(5): 607–614.


Larsen-Freeman, Diane
2009 Adjusting expectations: The study of complexity, accuracy, and fluency in second language acquisition.
Applied Linguistics 30(4): 579–589.


Leacock, Claudia, Chodorow, Martin, Gamon, Michael & Tetreault, Joel
2014 Automated grammatical error detection for language learners (2nd edn).
Synthesis Lectures on Human Language Technologies 7(1): 1–170.


Leńko-Szymańska, Agnieszka
2020 Defining and Assessing Lexical Proficiency. New York NY: Routledge.

Lennon, Paul
1990 Investigating fluency in EFL: A quantitative approach.
Language Learning 40(3): 387–417.


Linnarud, Moira
1986 Lexis in Composition: A Performance Analysis of Swedish Learners Written English. Malmö: C.W.K. Gleerup.

McCarthy, Philip M. & Jarvis, Scott
2010 MTLD, Vocd-D, and HD-D: A validation study of sophisticated approaches to lexical diversity assessment.
Behavior Research Methods 42(2): 381–392.


Michel, Marije
2017 Complexity, accuracy, and fluency in L2 production. In
The Routledge Handbook of Instructed Second Language Acquisition,
Shawn Loewen &
Masatoshi Sato (eds), 50–68. New York NY: Routledge.


Mora, Joan C. & Valls-Ferrer, Margalida
2012 Oral fluency, accuracy, and complexity in formal instruction and study abroad learning contexts.
TESOL Quarterly 46(4): 610–641.


Nation, Paul
2014 Developing fluency. In
Exploring EFL fluency in Asia,
Theron Muller,
John Adamson,
Brown, Philip Shigeo &
Steven Herder (eds), 11–25. London: Palgrave Macmillan.

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


Paquot, Magali
2019 The phraseological dimension in interlanguage complexity research.
Second Language Research 35(1): 121–145.


Plakans, Lia, Gebril, Atta & Bilki, Zeynep
2019 Shaping a score: Complexity, accuracy, and fluency in integrated writing performances.
Language Testing 36(2): 161–179.


Ramineni, Chaitanya, Trapani, Catherine S., Williamson, David M., Davey, Tim & Bridgeman, Brent
2012 Evaluation of the E-Rater® scoring engine for the TOEFL® Independent and Integrated prompts [
ETS Research Report Series]. Princeton NJ: Education Testing Service.

Read, John
2000 Assessing Vocabulary. Cambridge: CUP.


Révész, Andrea, Ekiert, Monika & Torgersen, Eivind Nessa
2016 The effects of complexity, accuracy, and fluency on communicative adequacy in oral task performance.
Applied Linguistics 37(6): 828–848.


Salimi, Asghar & Dadashpour, Soghra
2012 Task complexity and language production dilemmas (Robinson’s Cognition Hypothesis vs. Skehan’s Trade-off Model).
Procedia – Social and Behavioral Sciences 46: 643–652.


Sample, Evelyn & Michel, Marije
2015 An exploratory study into trade-off effects of complexity, accuracy, and fluency on young learners’ oral task repetition.
TESL Canada Journal 31: 23.


Skehan, P.
2009 Modelling second language performance: Integrating complexity, accuracy, fluency, and lexis.
Applied Linguistics 30(4): 510–532.


Skehan, Peter
1989 Individual Differences in Second Language Learning. London: Edward Arnold.

Skehan, Peter
1996 A framework for the implementation of task-based instruction.
Applied Linguistics 17(1): 38–62.


Skehan, Peter
1998 A Cognitive Approach to Language Learning. Oxford: OUP.

Skehan, Peter
2003 Task-based instruction.
Language Teaching 36(1): 1–14.


van der Slik, Frans, van Hout, Roeland & Schepens, Job
2019 The role of morphological complexity in predicting the learnability of an additional language: The case of LA (Additional Language) Dutch.
Second Language Research 35(1): 47–70.


Sun, Bo & Révész, Andrea
2021 The effects of task repetition on child EFL learners’ oral performance.
Canadian Journal of Applied Linguistics 24(2): 30–47.


Thewissen, Jennifer
2013 Capturing L2 accuracy developmental patterns: Insights from an error-tagged EFL learner corpus.
The Modern Language Journal 97(S1): 77–101.


Vercellotti, Mary L.
2017 The development of complexity, accuracy, and fluency in second language performance: A longitudinal study.
Applied Linguistics 38(1): 90–111.


Wolfe-Quintero, Kate, Inagaki, Shunji & Kim, Hae-Young
1998 Second Language Development in Writing: Measures of Fluency, Accuracy, & Complexity. Honolulu HI: Second Language Teaching & Curriculum Center, University of Hawai’i at Manoa.

Yan, Xun, Kim, Ha Ram & Kim, Ji Young
2018 Complexity, Accuracy and Fluency (CAF) Features of Speaking Performances on APTIS Across Different Levels on the Common European Framework of Reference (CEFR) [
ARAGs Research Reports Online]. London: The British Council.

Yang, Weiwei, Lu, Xiaofei & Weigle, Sara Cushing
2015 Different topics, different discourse: Relationships among writing topic, measures of syntactic complexity, and judgments of writing quality.
Journal of Second Language Writing 28: 53–67.


Yu, Hanjing & Lowie, Wander
2020 Dynamic paths of complexity and accuracy in second language speech: A longitudinal case study of Chinese learners.
Applied Linguistics 41(6): 855–877.


Zipf, George
1935 The Psychobiology of Language: An Introduction to Dynamic Philology. Cambridge MA: The MIT Press.
