Individualization of practice distribution in second language grammar learning
The role of metalinguistic rule rehearsal ability and working memory capacity
The aim of the present study was establishing to what extent individual differences in cognitive aptitudes were
associated with second language (L2) morphological acquisition under different practice distribution. Sixty participants studied
morphological rules of a novel miniature-language system in order to use them for oral production. They engaged in four training
sessions in either shorter-spaced learning (twice a week) or longer-spaced learning conditions (once a week). Their oral
production performance both during and after the training was related to their metalinguistic rule rehearsal ability (MRRA) and
working memory capacity (WMC). Multiple regression analyses revealed that MRRA predicted learners’ training and posttest
performance mainly under the longer-spaced condition, while WMC played a limited role at best under both learning conditions.
These results suggest that practice distribution may be individualized based on learners’ aptitude strengths to optimize L2
morphological learning.
Article outline
- The effects of shorter-spaced and longer-spaced learning
- Aptitude complexes and L2 grammar learning
- Aptitude complex for different L2 learning stages
- The present study
- Methods
- Participants
- Instruments
- Target structures
- Assessment tests
- Rule-application test
- PP test
- Aptitude tests
- LLAMA-F
- Ospan tasks
- LLAMA-B
- LABJ-PA
- Research design and procedure
- Training procedure
- Data analysis
- Results
- Descriptive statistics
- Assessment tests
- Aptitude tests
- Multiple regression analysis
- Discussion
- Aptitude-treatment interaction patterns: Roles of MRRA and WMC
- Contribution of MRRA over the course of learning
- Conclusion
-
Notes
-
References
-
Appendix
-
Appendix
References
Anderson, J. R.
(
2015)
Cognitive psychology and its implications (8th ed.). New York, NY: Worth Publishers.
Bender, R., & Lange, S.
(
2001)
Adjusting for multiple testing – when and how? Journal of Clinical Epidemiology, 54, 343–349.
Benjamini, Y., & Hochberg, Y.
(
1995)
Controlling the false discovery rate: A practical and powerful approach to multiple testing.
Journal of the Royal Statistical Society. Series B (Methodological), 289–300.
Bird, S.
(
2010)
Effects of distributed practice on the acquisition of second language English syntax.
Applied Psycholinguistics, 31, 635–650.
Bloom, K. C., & Shuell, T. J.
(
1981)
Effects of massed and distributed practice on the learning and retention of second-language vocabulary.
The Journal of Educational Research, 74, 245–248.
Carpenter, S. K., Cepeda, N. J., Rohrer, D., Kang, S. H. K., & Pashler, H.
(
2012)
Using spacing to enhance diverse forms of learning: Review of recent research and implications for instruction.
Educational Psychology Review, 24, 369–378.
Carroll, J. B.
(
1981)
Twenty-five years of research on foreign language aptitude. In
K. C. Diller (Ed.),
Individual differences and universals in language learning aptitude (pp. 83–118). Rowley, MA: Newbury House.
Cepeda, N. J., Pashler, H., Vul, E., Wixted, J. T., & Rohrer, D.
(
2006)
Distributed practice in verbal recall tasks: A review and quantitative synthesis.
Psychological Bulletin, 132, 354–380.
Cepeda, N. J., Vul, E., Rohrer, D., Wixted, J. T., & Pashler, H.
(
2008)
Spacing effects in learning a temporal ridgeline of optimal retention.
Psychological Science, 19, 1095–1102.
Cronbach, L. J., & Snow, R. E.
(
1977)
Aptitudes and instructional methods: A handbook for research on interactions. New York, NY: Irvington.
DeKeyser, R. M.
(
2012)
Interactions between individual differences, treatments, and structures in sla.
Language Learning, 62, 189–200.
DeKeyser, R. M., & Koeth, J.
(
2010)
Cognitive aptitudes for second language learning. In
E. Hinkel (Ed.),
Handbook of research in second language teaching and learning (Vol. 2, pp. 395–406). New York, NY: Routledge.
Dörnyei, Z., & Ryan, S.
(
2015)
The psychology of the language learner revisited. New York, NY: Routledge.
Doughty, C. J.
(
2019)
Cognitive language aptitude.
Language Learning, 69, 101–126.
Ellis, N. C., & Schmidt, R.
(
1997)
Morphology and longer distance dependencies.
Studies in Second Language Acquisition, 19, 145–171.
Erlam, R.
(
2005)
Language aptitude and its relationship to instructional effectiveness in second language acquisition.
Language Teaching Research, 9, 147–172.
Field, A.
(
2009)
Discovering statistics using SPPS. London: Sage.
Forster, K. I., & Forster, J. C.
(
2003)
DMDX: A windows display program with millisecond accuracy.
Behavior Research Methods, Instruments, & Computers, 35, 116–124.
Goo, J.
(
2012)
Corrective feedback and working memory capacity in interaction-driven L2 learning.
Studies in Second Language Acquisition, 34, 445–474.
Granena, G.
(
2016)
Cognitive aptitudes for implicit and explicit learning and information-processing styles: An individual differences study.
Applied Psycholinguistics, 37, 577–600.
Kempe, V., & Brooks, P. J.
(
2008)
Second language learning of complex inflectional systems.
Language Learning, 58, 703–746.
Kim, J. W., Ritter, F. E., & Koubek, R. J.
(
2013)
An integrated theory for improved skill acquisition and retention in the three stages of learning.
Theoretical Issues in Ergonomics Science, 14, 22–37.
Li, S.
(
2013)
The interactions between the effects of implicit and explicit feedback and individual differences in language analytic ability and working memory.
The Modern Language Journal, 97, 634–654.
Li, S.
(
2015)
The associations between language aptitude and second language grammar acquisition: A meta-analytic review of five decades of research.
Applied Linguistics, 36, 385–408.
Linck, J. A., Hughes, M. M., Campbell, S. G., Silbert, N. H., Tare, M., Jackson, S. R., … Doughty, C. J.
(
2013)
Hi-LAB: A new measure of aptitude for high-level language proficiency.
Language Learning, 63, 530–566.
Linck, J. A., Osthus, P., Koeth, J. T., & Bunting, M. F.
(
2014)
Working memory and second language comprehension and production: A meta-analysis.
Psychonomic Bulletin & Review, 21, 861–883.
Meara, P. M.
(
2005)
Llama language aptitude tests: The manual. Swansea, UK: Lognostics. Retrieved from
[URL]
Miles, S. W.
(
2014)
Spaced vs. massed distribution instruction for L2 grammar learning.
System, 42, 412–428.
Morgan-Short, K., Faretta-Stutenberg, M., Brill-Schuetz, K. A., Carpenter, H., & Wong, P. C. M.
(
2014)
Declarative and procedural memory as individual differences in second language acquisition.
Bilingualism: Language and Cognition, 17, 56–72.
Nakata, T.
(
2015)
Effects of expanding and equal spacing on second language vocabulary learning: Does gradually increasing spacing increase vocabulary learning? Studies in Second Language Acquisition, 37, 677–711.
Robinson, P.
(
1997)
Individual differences and the fundamental similarity of implicit and explicit adult sla.
Language Learning, 47, 45–99.
Robinson, P.
(
2007)
Aptitudes, abilities, contexts, and practice. In
R. M. DeKeyser (Ed.),
Practice in a second language: Perspectives from applied linguistics and cognitive psychology (pp. 256–286). New York, NY: Cambridge Universtiy Press.
Rogers, J.
(
2015)
Learning second language syntax under massed and distributed conditions.
TESOL Quarterly, 49, 857–866.
Sanz, C., Lin, H.-J., Lado, B., Stafford, C. A., & Bowden, H. W.
(
2016)
One size fits all? Learning conditions and working memory capacity in ab initio language development.
Applied Linguistics, 37, 669–692.
Sasaki, M.
(
1993)
Relationships among second language proficiency, foreign language aptitude, and intelligence: A structural equation modeling approach.
Language Learning, 43, 313–344.
Serafini, E. J., & Sanz, C.
(
2016)
Evidence for the decreasing impact of cognitive ability on second language development as proficiency increases.
Studies in Second Language Acquisition, 38, 607–646.
Serrano, R., & Huang, H. Y.
(
2018)
Learning vocabulary through assisted repeated reading: How much time should there be between repetitions of the same text? TESOL Quarterly, 52, 971–994.
Sheen, Y.
(
2007)
The effect of focused written corrective feedback and language aptitude on esl learners’ acquisition of articles.
TESOL Quarterly, 41, 255–283.
Skehan, P.
(
1998)
A cognitive approach to language learning. Oxford: Oxford University Press.
Snow, R. E.
(
1987)
Aptitude complexes. In
R. E. Snow &
M. J. Farr (Eds.),
Aptitude, learning and instruction (pp. 13–59). Hillsdale, NJ: Lawrence Erlbaum Associates.
Suzuki, Y.
(
2017)
The optimal distribution of practice for the acquisition of L2 morphology: A conceptual replication and extension.
Language Learning, 67, 512–545.
Suzuki, Y., & DeKeyser, R. M.
(
2017a)
Effects of distributed practice on the proceduralization of morphology.
Language Teaching Research, 21, 166–188.
Suzuki, Y., & DeKeyser, R. M.
(
2017b)
Exploratory research on L2 practice distribution: An aptitude x treatment interaction.
Applied Psycholinguistics, 38, 27–56.
Tabachnick, B. G., & Fidell, L. S.
(
2007)
Using multivariate statistics (5th ed.). New York, NY: Harper & Row.
Toppino, T. C., & Gerbier, E.
(
2014)
About practice: Repetition, spacing, and abstraction.
The Psychology of Learning & Motivation, 60, 113–189.
Ullman, M. T.
(
2015)
The declarative/procedural model: A neurobiologically-motivated theory of first and second language. In
B. VanPatten &
J. Williams (Eds.),
Theories in second language acquisition: An introduction (2nd ed., pp. 135–158). New York, NY: Routledge.
Ullman, M. T., & Lovelett, J. T.
(
2018)
Implications of the declarative/procedural model for improving second language learning: The role of memory enhancement techniques.
Second Language Research, 34, 39–65.
Unsworth, N., Heitz, R. P., Schrock, J. C., & Engle, R. W.
(
2005)
An automated version of the operation span task.
Behavior Research Methods, 37, 498–505.
Vatz, K., Tare, M., Jackson, S., & Doughty, C.
Wesche, M.
(
1981)
Language aptitude measures in streaming, matching students with methods, and diagnosis of learning problems. In
K. C. Diller (Ed.),
Individual differences and universals in language learning aptitude (pp. 119–154). Rowley, MA: Newbury House.
Yalçın, Ş., & Spada, N.
(
2016)
Language aptitude and grammatical difficulty.
Studies in Second Language Acquisition, 38, 239–263.
Yilmaz, Y.
(
2013)
Relative effects of explicit and implicit feedback: The role of working memory capacity and language analytic ability.
Applied Linguistics, 34, 344–368.
Cited by
Cited by 1 other publications
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Language Learning 72:1
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