Lexical development of Spanish heritage and L2 learners in a study abroad setting
This study investigates the effects of an immersion experience on the lexical development of Spanish heritage
language learners (HLLs) and second language learners (L2Ls) abroad. Data were collected from 21 Spanish HLLs and 33 L2Ls who
spent a semester abroad. Lexical development was assessed based on written narratives collected before and after the semester. The
narratives were analyzed to determine the impact of study abroad on three measures of lexical development: density, diversity, and
sophistication. Lexical sophistication was assessed based on Spanish frequency data from the
Corpus del Español
(
Davies, 2006) using the log-transformed frequency count. Results indicate a
significant increase over time in lexical density for HLLs but not L2Ls, and a significant decrease in lexical sophistication for
both groups. Findings are discussed in light of previous research on study abroad and the analysis of lexical development.
Article outline
- 1.Introduction
- 2.Lexical development and the impact of SA
- 2.1Previous research on HLLs’ lexical proficiency
- 2.2Lexical development in SA contexts
- 3.Measuring lexical proficiency
- 3.1Lexical development terminology and measures in corpora studies
- 3.2Words, lemmas, and word families
- 3.3Band-based versus count-based frequencies
- 4.Rationale for the study and research questions
- 5.Methods
- 5.1Participants and setting
- 5.2Data collection procedure, processing, and analysis
- 6.Results
- 6.1Lexical diversity
- 6.2Lexical density
- 6.3Lexical sophistication
- 7.Discussion
- 8.Conclusions
- Notes
-
References
References (61)
References
Belpoliti, F., & Bermejo, E. (2019). Spanish
heritage learners’ emerging literacy. Empirical research and classroom
practice. Routledge.
Booth, P. (2014). The
variance of lexical diversity profiles and its relationship to learning style. International
Review of Applied Linguistics in Language
Teaching,
52
(4), 357–375.
Bowles, M. A. (2011). Measuring
implicit and explicit linguistic knowledge: What can heritage language learners
contribute? Studies in Second Language
Acquisition,
33
(2), 247–271.
Bowles, M. A., Adams, R. J., & Toth, P. D. (2014). A
comparison of L2–L2 and L2–heritage learner interactions in Spanish language classrooms. The
Modern Language
Journal,
98
(2), 497–517.
Bowles, M., & Bello Uriarte, A. (2019). What
impact does heritage language instruction have on Spanish heritage learners’
writing? In M. Sato & S. Loewen (Eds.), Evidence-based
second language pedagogy: A collection of instructed second language acquisition
studies (pp. 219–240). Routledge.
Castañeda-Jiménez, G., & Jarvis, S. (2014). Exploring
lexical diversity in second language Spanish. In K. Geeslin (Ed.), The
handbook of Spanish second language
acquisition (pp. 498–513). Wiley.
Checa-García, I., & Marqués-Pascual, L. (2020). Where
are heritage learners of Spanish relatively positioned when it comes to the lexicon? Lexical richness measures in Spanish
heritage, native, and L2 learners. 49th Annual LASSO
Meeting, online.
Covington, M. A., & McFall, J. D. (2010). Cutting
the Gordian knot: The moving-average type-token ratio (MATTR). Journal of Quantitative
Linguistics,
17
(2): 94–100.
Crossley, S. A., Cobb, T., & McNamara, D. S. (2013). Comparing
count-based and band-based indices of word frequency: Implications for active vocabulary research and pedagogical
applications. System,
41
1, 965–981.
Davidson, D. E., & Lekic, M. D. (2013). The
heritage and non-heritage learner in the overseas immersion context: Comparing learning outcomes and target-language
utilization in the Russian Flagship. Heritage Language
Journal,
10
1, 88–114.
Davies, M. (2006). A
frequency dictionary of Spanish: Core vocabulary for
learners. Routledge.
Fairclough, M., & Belpoliti, F. (2016). Emerging
literacy in Spanish among Hispanic heritage language university students in the USA: A pilot
study. International Journal of Bilingual Education and
Bilingualism,
19
(2), 185–201.
Fairclough, M., & Garza, A. (2018). The
lexicon of Spanish heritage language speakers. In K. Potowski (Ed.), The
Routledge handbook of Spanish as a heritage
language (pp. 178–189). Routledge.
Fairclough, M., & Mrak, A. (2003). La
enseñanza del español a los hispanohablantes bilingües y su efecto en la producción
oral. In A. Roca & M. C. Colombi (Eds.), Mi
lengua: Spanish as a heritage in the United States, research and
practice (pp. 198–212). Georgetown University Press.
Fergadiotis, G., Wright, H. H., & Green, S. B. (2015). Psychometric
evaluation of lexical diversity indices: Assessing length effects. Journal of Speech, Language,
and Hearing
Research,
58
(3), 840–852.
González López, S., & López López, A. (2015). Lexical
analysis of student research drafts in computing. Computer Applications in Engineering
Education,
23
(4), 638–644.
Guiraud, P. (1960). Problèmes
et méthodes de la statistique linguistique. Presses Universitaires de France.
Instituto Cervantes. (2006). Plan
curricular del Instituto Cervantes. Biblioteca Nueva.
Jarvis, S. (2002). Short
texts, best-fitting curves and new measures of lexical diversity. Language
Testing,
19
(1), 57–84.
Juan-Garau, M. (2019). Developing
oral abilities during study abroad: An overview of research. In L. Marqués-Pascual & A. Cortijo Ocaña (Eds.), Second
and third language acquisition in bilingual
contexts (pp. 45–68). Juan de la Cuesta.
Kagan, O., & Friedman, D. (2003). Using
the OPI to place heritage speakers of Russian. Foreign Language
Annals,
36
(4), 536–545.
Kalantari, R., & Gholami, J. (2017). Lexical
complexity development from dynamic systems theory perspective: Lexical density, diversity, and
sophistication. International Journal of
Instruction,
10
(4), 1–18.
Koizumi, R., & In’nami, Y. (2012). Effects
of text length on lexical diversity measures: Using short texts with less than 200
tokens. System, 40(4), 554–564.
Kremmel, B. (2016). Word
families and frequency bands in vocabulary tests: Challenging conventions. TESOL
Quarterly,
50
(4), 976–987.
Kyle, K., & Crossley, S. A. (2015). Automatically
assessing lexical sophistication: Indices, tools, findings, and application. TESOL
Quarterly,
49
(4), 747–786.
Larsen-Freeman, D. (2010). Not
so fast: A discussion of L2 morpheme processing and acquisition. Language
Learning,
60
(1), 221–230.
Laufer, B., & Nation, P. (1995). Vocabulary
size and use: Lexical richness in L2 written production. Applied
Linguistics,
16
1, 307–322.
Lindqvist, C., Bardel, C., & Gudmundson, A. (2011). Lexical
richness in the advanced learners’ oral production of French and Italian L2. International
Review of Applied Linguistics in Language
Teaching,
49
(3), 221–240.
Llanes, A., Tragant, E., & Serrano, R. (2012). The
roles of individual differences in a study abroad experience: The case of ERASMUS
students. International Journal of
Multilingualism,
9
(3), 318–342.
Malvern, D. D., & Richards, B. J. (1997). A
new measure of lexical diversity. British Studies in Applied
Linguistics,
12
1, 58–71.
Marqués-Pascual, L. (2020). Los
hablantes de español como lengua de herencia en programas de estudios en el extranjero. P. Taboada-de-Zuñiga Romero & R. Barros Romero (Eds.), Perfiles,
factores y contextos en la enseñanza y el aprendizaje de ELE/EL2 (pp. 675–692). Santiago de Compostela University Press.
Marqués-Pascual, L. (2021). The
impact of study abroad on Spanish heritage learners’ writing
development. In R. Pozzi, T. Quan, & C. Escalante (Eds.), Heritage
speakers of Spanish and study
abroad (pp. 199–216). Routledge.
McCarthy, P. M., & Jarvis, S. (2007). Vocd:
A theoretical and empirical evaluation. Language
Testing,
24
(4), 459–488.
McCarthy, P. M., & Jarvis, S. (2010). MTLD,
vocd-D, and HD-D: A validation study of sophisticated approaches to lexical diversity
assessment. Behavior Research
Methods,
42
1, 381–392.
McLean, S. (2018). Evidence
for the adoption of the flemma as an appropriate word counting unit. Applied
Linguistics,
39
(6), 823–845.
McWhinney, B. (2000). The
CHILDES project: Tools for analyzing talk (3rd ed.). Lawrence Erlbaum.
Montrul, S. (2016a). The
acquisition of heritage languages. Cambridge University Press.
Montrul, S. (2016b). Dominance
and proficiency in early and late bilingualism. In C. Silva-Corvalán & J. Treffers-Daller (Eds.), Language
dominance in bilinguals: Issues of measurement and
operationalization (pp. 15–35). Cambridge University Press.
Plonsky, L., & Oswald, F. L. (2014). How
big is “big”? Interpreting effect sizes in L2 research. Language
Learning,
64
(4), 878–912.
Polinsky, M. (2018). Heritage
languages and their speakers. Cambridge University Press.
Potowski, K. (2002). Experiences
of Spanish heritage speakers in university foreign language courses and implications for teacher
training. ADFL
Bulletin,
33
1, 35–42.
Potowski, K. (2014). Heritage
learners of Spanish. In K. L. Geeslin (Ed.), The
handbook of Spanish second language
acquisition (pp. 404–422). Wiley.
Pozzi, R., Quan, T., & Escalante, C. (Eds.). (2021). Heritage
speakers of Spanish and study abroad. Routledge.
Reznicek-Parrado, L. M., Patiño-Vega, M., & Colombi, M. C. (2018). Academic
peer tutors and academic biliteracy development in students of Spanish as a heritage
language. Journal of Spanish Language
Teaching,
5
(2), 152–167.
Rothman, J. (2009). Understanding
the nature and outcomes of early bilingualism: Romance languages as heritage
languages. International Journal of
Bilingualism,
13
1, 155–163.
Sanz, C., & Morales-Front, A. (Eds.). (2018). The
handbook of study abroad research and practice. Routledge.
Schmitt, N., & Zimmerman, C. B. (2002). Derivative
word forms: What do learners know? TESOL
Quarterly,
36
1, 145–171.
Serrano, R., Tragant, E., & Llanes, A. (2012). A
longitudinal analysis of the effects of one year abroad. The Canadian Modern Language
Review,
68
(2), 138–163.
Shively, R. (2018). Spanish
heritage speakers studying abroad. In K. Potowski (Ed.), The
Routledge handbook of Spanish as a heritage
language (pp. 403–419). Routledge.
Swender, E., Martin, C., Rivera-Martínez, M., & Kagan, O. (2014). Exploring
oral proficiency profiles of heritage speakers. Foreign Language
Annals,
47
(3), 423–446.
Tracy-Ventura, N. (2017). Combining
corpora and experimental data to investigate language learning during residence abroad: A study of lexical
sophistication. System,
71
1, 35–45.
Tracy-Ventura, N., Huensch, A., & Mitchell, R. (2021). Understanding
the long-term evolution of L2 lexical diversity: The contribution of a longitudinal learner
corpus. In B. Le Bruyn & M. Paquot (Eds.), Learner
corpus research meets second language
acquisition (pp. 148–171). Cambridge University Press.
Valdés, G. (2005). Bilingualism,
heritage language learners, and SLA research: Opportunities lost or seized? The Modern Language
Journal,
89
(3), 410–426.
Waldvogel, D. A. (2014). An
analysis of Spanish L2 lexical richness. Academic Exchange
Quarterly,
18
(2), 1–8.
Ward, J. & Chuenjundaeng, J. (2009). Suffix
knowledge: Acquisition and
applications. System,
37
1, 461–469.
Zaytseva, V., Miralpeix, M., & Pérez-Vidal, C. (2019). ESL
written development at home and abroad: Taking a closer look at vocabulary. International
Journal of Bilingual Education and
Bilingualism,
25
(1), 210–225.
Zheng, Y. (2016). The
complex, dynamic development of L2 lexical use: A longitudinal study on Chinese learners of
English. System,
56
1, 40–53.