Article published In: International Journal of Learner Corpus Research
Vol. 10:2 (2024) ► pp.301–337
Predictors of accuracy in L2 Spanish preterit-imperfect production
Published online: 30 May 2024
https://doi.org/10.1075/ijlcr.23009.min
https://doi.org/10.1075/ijlcr.23009.min
Abstract
Few studies have considered the multitude of factors that influence learners’ accuracy of past tense-aspect use in
L2 Spanish. The present study fills this gap by examining course-level, task-modality, obligatory tense-aspect, and verb frequency
and regularity as predictors of English-dominant learners’ accuracy in contexts that require the Spanish preterit or imperfect.
Learner narrations from the COWS-L2H and CEDEL2 corpora were analyzed. Generalized mixed-effects models reveal that obligatory
tense-aspect and task-modality are significant predictors of accuracy and that frequency is only a significant predictor in
imperfect-obligatory contexts for students from the same Spanish program. Data from one Spanish program is interpreted as
providing partial support for the Default Past Tense Hypothesis (DPTH). The findings add complexity to our understanding of the
route of preterit-imperfect acquisition, showcasing plateauing effects and highlighting students’ use of the present as a default
form.
Keywords: L2 grammar, preterit-imperfect, tense-aspect acquisition, L2 Spanish
Article outline
- Introduction
- Literature review
- Default past tense hypothesis
- Predictors of accuracy in L2 temporality
- Course level
- Task-modality
- Verb features: Frequency and regularity
- Alternative forms when learners are inaccurate
- LCR & tense-aspect
- The present study
- Methods
- Corpora
- Procedure
- Analysis
- Models for RQs 1 and 2
- Verb-type analysis for RQs 1 and 2
- Descriptive statistics for RQ3
- Results
- COWS-L2H analysis
- Description of tense-aspect form use
- Models: Course level
- Models: Tense-aspect, frequency & regularity
- Verb-type analysis
- CEDEL2 analysis
- Description of tense-aspect use
- Models: Task-modality, tense-aspect, frequency & regularity
- Verb-type analysis
- COWS-L2H analysis
- Discussion
- Course level & route of development
- Inaccurate use
- The DPTH & cognitive constraints
- Limitations & future directions
- Conclusion
- Open Data badge
- Notes
- Appendix
- Appendix 1.Percent marking of forms in preterit-obligatory contexts- COWS-L2H
- Appendix 2.Percent marking of forms in imperfect-obligatory contexts- COWS-L2H
- Appendix 3.Percent marking of forms in preterit-obligatory contexts- CEDEL2
- Appendix 4.Percent marking of forms in imperfect-obligatory contexts- CEDEL2
References
References (67)
Andersen, R. W., & Shirai, Y. (1994). Discourse
motivations for some cognitive acquisition principles. Studies in Second Language
Acquisition, 16(2), 133–156.
Bardovi-Harlig, K. (1998). Narrative
structure and lexical aspect: Conspiring factors in second language acquisition of tense-aspect
morphology. Studies in Second Language
Acquisition, 20(4), 471–508.
Bardovi-Harlig, K., & Comajoan-Colomé, L. (2020). The
aspect hypothesis and the acquisition of L2 past morphology in the last 20 years: A state-of-the-scholarship
review. Studies in Second Language
Acquisition, 42(5), 1137–1167.
Bartoń, K. (2023). MuMIn:
multi-model inference. R-project. [URL]
Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015). Fitting
linear mixed-effects models using lme4. Journal of Statistical
Software, 67(1), 1–48.
Bonilla, C. L. (2013). Tense
or aspect?: A review of initial past tense marking and task conditions for beginning classroom learners of
Spanish. Hispania, 96(4), 624–639. [URL].
Bybee, J. (2006). From
usage to grammar: The mind’s response to
repetition. Language, 82(4), 711–733. [URL]
Campillos Llanos, L. (2016). PoS-tagging
a Spanish oral learner corpus. In M. Alonso-Ramos (Ed.), Spanish
Learner Corpus Research: Current trends and future
perspectives (pp. 89–116). John Benjamins.
(2023). MedLexSp–a
medical lexicon for Spanish medical natural language processing. Journal of Biomedical
Semantics, 14(1), 1–23.
Camps, J. (2005). The
emergence of the Imperfect in Spanish as a foreign language: The association between imperfective morphology and state
verbs. International Review of Applied Linguistics in Language
Teaching, 43(3), 163–192.
Daidone, D. (2019). Preterite
and imperfect in Spanish instructor oral input and Spanish language
corpora. Hispania, 102(1), 45–58. [URL].
Deshors, S. C. (2018). Does
the passé composé influence L2 learners’ use of English past tenses? A semantic exploration of the present perfect in
French-English interlanguage. International Journal of Learner Corpus
Research, 4(1), 23–53.
Díez-Bedmar, M. B. (2020). Error
Analysis. In N. Tracy-Ventura & M. Paquot (Eds.), The
Routledge handbook of second language acquisition and
corpora (pp. 90–104). Routledge.
Domínguez, L., Arche, M. J., & Myles, F. (2017). Spanish
imperfect revisited: Exploring L1 influence in the reassembly of imperfective features onto new L2
forms. Second Language
Research, 33(4), 431–457.
Domínguez, L., Tracy-Ventura, N., Arche, M. J., Mitchell, R., & Myles, F. (2013). The
role of dynamic contrasts in the L2 acquisition of Spanish past tense morphology. Bilingualism:
Language and
Cognition, 16(3), 558–577.
Duchon, A., Perea, M., Sebastián-Gallés, N., Martí, A., & Carreiras, M. (2013). EsPal:
One-stop shopping for Spanish word properties. Behavior Research
Methods, 45(4), 1246–1258.
Edwards, A. (2016). English
in the Netherlands: Functions, forms and
attitudes. Amsterdam: John Benjamins.
Emmersion. (2021). WebCAPE/CEFR
Equivalencies. Retrieved on 20
January 2023 from [URL]
Explosion. (2023). SpaCy (Version
3.7.0) [Software]. Available from [URL]
Fernández-Mira, P., Morgan, E., Davidson, S., Yamada, A., Carando, A., Sagae, K., & Sánchez-Gutiérrez, C. H. (2021). Lexical
diversity in an L2 Spanish learner corpus: The effect of topic-related variables. International
Journal of Learner Corpus
Research, 7(2), 230–258.
Fuchs, R., & Werner, V. (2018). Tense
and aspect in Second Language Acquisition and learner corpus research: Introduction to the special
issue. International Journal of Learner Corpus
Research, 4(2), 143–163.
Gamer, M., Lemon, J., Fellows, I., & Singh, P. (2019). Package
‘irr’: Various Coefficients of Interrater Reliability and Agreement. R-project. [URL]
Giacalone Ramat, A. (1992). Grammaticalization
processes in the area of temporal and modal relations. Studies in Second Language
Acquisition, 14(3), 297–322.
Gilabert, R., Manchón, R., & Vasylets, O. (2016). Mode
in theoretical and empirical TBLT research: Advancing research agendas. Annual Review of
Applied
Linguistics, 361, 117–135.
González, P., & Diaubalick, T. (2019). Task
and L1 effects: Dutch students acquiring the Spanish past tenses. Dutch Journal of Applied
Linguistics, 8(1), 24–40.
González, P. G., & Quintana Hernández, L. (2018). Inherent
aspect and L1 transfer in the L2 acquisition of Spanish grammatical aspect. The Modern Language
Journal, 102(3), 611–625.
Greenbaum, S. (1991). The
development of the International Corpus of English. In K. Aijmer, B. Altenberg, & J. Svartvik (Eds.), English
corpus linguistics: Studies in honour of Jan
Svartvik (pp. 83–91). Longman.
Han, Z., & Selinker, L. (2005). Fossilization
in L2 learners. In E. Hinkel (Ed.), Handbook
of research in second language teaching and
learning (pp. 455–470). Routledge.
Kissling, E. M., & Muthusamy, T. (2022). Exploring
boundedness for concept-based instruction of aspect: Evidence from learning the Spanish preterite and
imperfect. The Modern Language
Journal, 106(2), 371–392.
Larsson, T., Paquot, M., & Plonsky, L. (2020). Inter-rater
reliability in learner corpus research: Insights from a collaborative study on adverb
placement. International Journal of Learner Corpus
Research, 6(2), 237–251.
Leeman, J., Arteagoitia, I., Fridman, B., & Doughty, C. (1995). Integrating
attention to form with meaning: Focus on form in content-based Spanish
instruction. In R. Schmidt (Ed.), Attention
and awareness in foreign language
learning (pp. 217–258). Second Language Teaching and Curriculum Center, University of Hawai’i at Manoa.
Liskin-Gasparro, J. (2000). The
use of tense-aspect morphology in Spanish oral narratives: Exploring the perceptions of advanced
learners. Hispania, 83(4), 830–844.
López-Ortega, N. R. (2000). Tense,
aspect, and narrative structure in Spanish as a second
language. Hispania, 83(3), 488–502.
Lozano, C. (2022). CEDEL2:
Design, compilation and web interface of an online corpus for L2 Spanish acquisition
research. Second Language
Research, 38(4), 965–983.
Menard-Warwick, J., & Palmer, D. (2012). Bilingual
development in study-abroad journal narratives: Three case studies from a short-term program in
Mexico. Multilingua-Journal of Cross-Cultural and Interlanguage
Communication, 31(4), 381–412.
Meriläinen, L. (2018). The
progressive form and its functions in spoken learner English: Tracing the effects of an exposure-rich learning
environment. International Journal of Learner Corpus
Research, 4(2), 164–194.
Minnillo, S., Sánchez-Gutiérrez, C., Carando, A., Davidson, S., Fernández-Mira, P., & Sagae, K. (2022). Preterit-imperfect
acquisition in L2 Spanish writing: Moving beyond lexical aspect. Research in Corpus
Linguistics, 10(1), 156–184.
Mitchell, R., Domínguez, L., Arche, M. J., Myles, F., & Marsden, E. (2008). SPLLOC:
A new database for Spanish second language acquisition research. EuroSLA
yearbook, 8(1), 287–304.
Montrul, S. (2004). The
acquisition of Spanish: Morphosyntactic development in monolingual and bilingual L1 acquisition and adult L2
acquisition. John Benjamins.
Picoral, A., Staples, S., & Reppen, R. (2021). Automated
annotation of learner English: An evaluation of software tools. International Journal of
Learner Corpus
Research, 7(1), 17–52.
Plonsky, L., & Oswald, F. L. (2014). How
big is “big”? Interpreting effect sizes in L2 research. Language
Learning, 64(4), 878–912.
R Core Team (2023). R: A language and
environment for statistical computing. R Foundation for Statistical Computing. [URL]
Rautionaho, P., & Deshors, S. C. (2018). Progressive
or not progressive? Modeling the constructional choices of EFL and ESL writers. International
Journal of Learner Corpus
Research, 4(2), 225–252.
Revelle, W. (2022). psych:
Procedures for psychological, psychometric, and personality research (Version
2.2.9). Northwestern University. [URL]
Salaberry, M. R. (1999). The
development of past tense verbal morphology in classroom L2 Spanish. Applied
Linguistics, 20(2), 151–178.
(2000b). The
development of past tense morphology in L2 Spanish. John Benjamins.
(2002). Tense
and aspect in the selection of Spanish past tense verbal
morphology. In M. R. Salaberry & Y. Shirai (Eds.), The
L2 acquisition of tense-aspect
morphology (pp. 397–416). John Benjamins.
Salaberry, R. (2003). Tense
aspect in verbal
morphology. Hispania, 86(3), 559–573. [URL].
Salaberry, M. R. (2008). Marking
past tense in second language acquisition: A theoretical
model. Continuum.
(2011). Assessing
the effect of lexical aspect and grounding on the acquisition of L2 Spanish past tense morphology among L1 English
speakers. Bilingualism: Language and
Cognition, 14(2), 184–202.
(2018). Advanced
conceptualizations of tense and aspect in L2 acquisition. In P. Malovrh & A. Benati (Eds.), The
handbook of advanced proficiency in second language
acquisition (pp. 361–380). Wiley Online Library.
Schwenter, S. A., & Cacoullos, R. T. (2008). Defaults
and indeterminacy in temporal grammaticalization: The ‘perfect’ road to perfective. Language
variation and
change, 20(1), 1–39.
Silva-Corvalán, C. (1983). Tense
and aspect in oral Spanish narrative: Context and
meaning. Language, 59(4), 760–780.
Skehan, P. (2009). Modelling
second language performance: Integrating complexity, accuracy, fluency, and lexis. Applied
linguistics, 30(4), 510–532.
Tracy-Ventura, N., & Cuesta Medina, J. A. (2018). Can
native-speaker corpora help explain L2 acquisition of tense and aspect? A study of the
“input”. International Journal of Learner Corpus
Research, 4(2), 277–300.
Tracy-Ventura, N., & Myles, F. (2015). The
importance of task variability in the design of learner corpora for SLA research. International
Journal of Learner Corpus
Research, 1(1), 58–95.
University of Wisconsin. (2011). The
University of Wisconsin College-Level Placement Test: Spanish (Grammar) Form 96M. University of Wisconsin Press.
Vandeweerd, N., Housen, A., & Paquot, M. (2022). Comparing
the longitudinal development of phraseological complexity across oral and written
tasks. Studies in Second Language
Acquisition, 1–25.
Werner, V. (2014). The
present perfect in World Englishes: Charting unity and diversity. University of Bamberg Press.
Wulff, S., Ellis, N. C., Römer, U., Bardovi-Harlig, K., & Leblanc, C. J. (2009). The
acquisition of tense–aspect: Converging evidence from corpora and telicity ratings. The Modern
Language
Journal, 93(3), 354–369.
Yamada, A., Davidson, S., Fernández-Mira, P., Carando, A., Sagae, K., & Sánchez-Gutiérrez, C. (2020). COWS-L2H:
A corpus of Spanish learner writing. Research in Corpus
Linguistics, 8(1), 17–32.
Yang, Y., & Lyster, R. (2010). Effects
of form-focused practice and feedback on Chinese EFL learners’ acquisition of regular and irregular past tense
forms. Studies in Second Language
Acquisition, 32(2), 235–263.
Zalbidea, J. (2021). On
the scope of output in SLA: Task modality, salience, L2 grammar noticing, and
development. Studies in Second Language
Acquisition, 43(1), 50–82.
Zhao, H., & Shirai, Y. (2018). Arabic
learners’ acquisition of English past tense morphology: Lexical aspect and phonological
saliency. International Journal of Learner Corpus
Research, 4(2), 253–276.
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