In:Methods in Study Abroad Research: Past, present, and future
Edited by Carmen Pérez-Vidal and Cristina Sanz
[Research Methods in Applied Linguistics 4] 2023
► pp. 33–58
Chapter 2Quantitative approaches in L2 research abroad
Published online: 3 February 2023
https://doi.org/10.1075/rmal.4.02zal
https://doi.org/10.1075/rmal.4.02zal
Abstract
This chapter provides an overview and discussion of quantitative research designs that investigate learning outcomes in immersion settings abroad. We begin with a brief introduction to the underlying assumptions, key concepts, and overarching goals of quantitative research approaches for investigating learner development. We then summarize the core contributions of quantitative approaches in study abroad research, with attention to primary study designs, instruments, and measures employed to examine linguistic outcomes, individual differences, and other central aspects of learners’ experiences abroad. This section is followed by a critical discussion of the main methodological limitations associated with this strand of research. Lastly, we propose ways to address these limitations and to achieve more robust and generalizable findings in future quantitative study abroad research.
Article outline
- Introduction
- Core contributions of quantitative approaches
- Types of study design
- Linguistic outcome measures
- Global proficiency measures
- Oral production measures: Complexity, accuracy, and fluency
- Measures of linguistic knowledge and processing
- Other tools and measures
- Individual difference measures
- Psychosocial factors
- Linguistic factors
- Cognitive factors
- Learner experiences and language contact measures
- Limitations
- Methodological design
- Instruments and operational measures
- Statistical considerations
- Strategies and guiding principles for addressing limitations
- Recommendation 1: Expand within-subjects designs
- Recommendation 2: Adopt a systematic selection of instruments and measures
- Recommendation 3: Employ robust and other advanced statistical techniques
- Recommendation 4: Adopt mixed-methods approaches
- Conclusion
References
References (91)
Allen, H. W. (2010). Language-learning motivation during short-term study abroad: An activity theory perspective. Foreign Language Annals, 43, 27–49.
Allen, H. W., & Herron, C. (2003). A mixed-methodology investigation of the linguistic and affective outcomes of summer study abroad. Foreign Language Annals, 36, 370–385.
Avello, P., & Lara, A. R. (2014). Phonological development in L2 speech production during study abroad programmes differing in length of stay. In C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts (pp. 137–166). John Benjamins.
Baker-Smemoe, W., Dewey, D. P., Bown, J., & Martinsen, R. A. (2014). Variables affecting L2 gains during study abroad. Foreign Language Annals, 47, 464–486.
Beattie, J., Valls-Ferrer, M., & Pérez-Vidal, C. (2014). Listening performance and onset level in formal instruction and study abroad. C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts (pp. 195–216). John Benjamins.
Borràs, J., & Llanes, À. (2020). L2 reading and vocabulary development after a short study abroad experience. Vigo International Journal of Applied Linguistics, 17, 35–55.
(2019). Re-examining the impact of study abroad on L2 development: A critical overview. The Language Learning Journal, 1–14.
Bowden, H. W. (2016). Assessing second-language oral proficiency for research. Studies in Second Language Acquisition, 38, 647–675.
Brecht, R., Davidson, D., & Ginsberg, R. B. (1995). Predictors of foreign language gain during study abroad. In B. Freed (Ed.) Second language acquisition in a study abroad context (pp. 37–66). John Benjamins.
Bryfonski, L., & Sanz, C. (2018). Opportunities for corrective feedback during study abroad: A mixed methods approach. Annual Review of Applied Linguistics, 38, 1–32.
Carroll, J. B., & Sapon, S. M. (1959). Modern Language Aptitude Test. The Psychological Corporation.
Cigliana, K. A., & Serrano, R. (2016). Individual differences in US study abroad students in Barcelona. Study Abroad Research in Second Language Acquisition and International Education, 1, 154–185.
Collentine, J. (2004). The effects of learning contexts on morphosyntactic and lexical development. Studies in Second Language Acquisition, 26, 227–248.
(2009). Study abroad research: Findings, implications and future directions. In C. Doughty & M. Long (Eds.), Handbook of language teaching (pp. 218–233). Blackwell.
Collentine, J., & Freed, B. F. (2004). Learning context and its effects on second language acquisition: Introduction. Studies in Second Language Acquisition, 26, 153–171.
Costa Jr, P. T., & McCrae, R. R. (1992). Four ways five factors are basic. Personality and Individual Differences, 13, 653–665.
Cubillos, J. H., Chieffo, L., & Fan, C. (2008). The impact of short-term study abroad programs on L2 listening comprehension skills. Foreign Language Annals, 41, 157–186.
DeKeyser, R. (2010). Monitoring processes in Spanish as a second language during a study abroad program. Foreign Language Annals, 43, 80–92.
(2014). Research on language development during study abroad. In C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts (p. 313–326). John Benjamins.
Dewey, D. P. (2004). A comparison of reading development by learners of Japanese in intensive domestic immersion and study abroad contexts. Studies in Second Language Acquisition, 26, 303–327.
(2008). Japanese vocabulary acquisition by learners in three contexts. Frontiers: The Interdisciplinary Journal of Study Abroad, 15, 127–148.
Du, H. (2013). The development of Chinese fluency during study abroad in China. Modern Language Journal, 97, 131–143.
Ely, C. M. (1986). An analysis of discomfort, risk taking, sociability, and motivation in the L2 classroom. Language Learning, 36, 1–25.
Evans, M., & Fisher, L. (2005). Measuring gains in pupils’ foreign language competence as a result of participation in a school exchange visit: The case of Y9 pupils at three comprehensive schools in the UK. Language Teaching Research, 9, 173–192.
Faretta-Stutenberg, M., & Morgan-Short, K. (2018). Contributions of initial proficiency and language use to second-language development during study abroad: Behavioral and event-related potential evidence. In C. Sanz & A. Morales-Front (Eds.), The Routledge handbook of study abroad research and practice (pp. 421–435). Routledge.
Freed, B. F. (1995). What makes us think that students who study abroad become more fluent? In B. F. Freed (Ed.), Second language acquisition in a study abroad context (pp. 123–148). John Benjamins.
Freed, B. F., Dewey, D. P., Segalowitz, N., & Halter, R. (2004). The language contact profile. Studies in Second Language Acquisition, 26, 349–356.
Freed, B. F., So, S., & Lazar, N. (2003). Language learning abroad: How do gains in written fluency compare with gains in oral fluency in French as a second language? ADL Bulletin, 34, 34–40.
García-Amaya, L. (2017). Detailing L1 and L2 use in study-abroad research: Data from the daily linguistic questionnaire. System, 71, 60–72.
Gardner, R. C. (1985). The Attitude Motivation Test Battery: Technical report. University of Western Ontario.
Golonka, E. M. (2006). Predictors revised: Linguistic knowledge and metalinguistic awareness in second language gain in Russian. Modern Language Journal, 90, 496–505.
Grey, S., Cox, J. G., Serafini, E. J., & Sanz, C. (2015). The role of individual differences in the study abroad context: Cognitive capacity and language development during short-term intensive language exposure. Modern Language Journal, 99, 137–157.
Han, J. I., Hwang, J. B., & Choi, T. H. (2011). The acquisition of phonetic details: Evidence from the production of English reduced vowels by Korean learners. Second Language Research, 27, 535–557.
Hernández, T. A. (2010). The relationship among motivation, interaction, and the development of second language oral proficiency in a study-abroad context. Modern Language Language, 94, 600–617.
(2016). Short-term study abroad: Perspectives on speaking gains and language contact. Applied Language Learning, 26, 39–64.
Hulstijn, J. H. (2015). Language proficiency in native and non-native speakers: Theory and research. John Benjamins.
Ife, A., Vives Boix, G., & Meara, P. (2000). The impact of study abroad on the vocabulary development of different proficiency groups. Spanish Applied Linguistics, 4, 55–84.
Isabelli-García, C., & Lacorte, M. (2016). Language learners’ characteristics, target language use, and linguistic development in a domestic immersion context. Foreign Language Annals, 49(3), 544–556.
Issa, B. I., Faretta-Stutenberg, M., & Bowden, H. W. (2020). Grammatical and lexical development during short-term study abroad: Exploring L2 contact and initial proficiency. Modern Language Journal, 104, 860–879.
Issa, B., & Zalbidea, J. (2018). Proficiency levels in study abroad: Is there an optimal time for sojourning. In C. Sanz & A. Morales Front (Eds.), The Routledge handbook of study abroad research and practice (pp. 453–463). Routledge.
Juan-Garau, M. (2014). Oral accuracy growth after formal instruction and study abroad: Onset level, contact factors and long-term effects. In C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts. (pp. 87–109). John Benjamins.
Kinginger, C. (2008). Language learning in study abroad: Case studies of Americans in France. Modern Language Journal, 92, 1–124.
(2011). Enhancing language learning in study abroad. Annual Review of Applied Linguistics, 31, 58–73.
LaBrozzi, R. M. (2012). The role of study abroad and inhibitory control on processing redundant cues. In K. Geeslin & M. Díaz-Campos (Eds.), Selected Proceedings of the 14th Hispanic Linguistics Symposium (pp. 228–241). Cascadilla Press. [URL]
Lafford, B. A., & Collentine, J. (2006). The effects of study abroad and classroom contexts on the acquisition of Spanish as a second language. In R. Salaberry & B. A. Lafford (Eds.), The art of teaching Spanish: Second language acquisition from research to praxis (pp. 103–126). Georgetown University Press.
LaFlair, G. T., Egbert, J., & Plonsky, L. (2015). A practical guide to bootstrapping descriptive statistics, correlations, t-tests, and ANOVAs. In L. Plonsky (Ed.), Advancing quantitative methods in second language research (pp. 46–77). Routledge.
Lambert, C., & Kormos, J. (2014). Complexity, accuracy, and fluency in task-based L2 research: Toward more developmentally based measures of second language acquisition. Applied Linguistics, 35, 607–614.
Larson-Hall, J. (2012). Our statistical intuitions may be misleading us: Why we need robust statistics. Language Teaching, 45, 460–474.
Larson-Hall, J., Dewey, D. P. (2012). An examination of the effects of input, aptitude, and motivation on language proficiency of missionaries learning Japanese as a second language. In L. Hansen (Ed.), Second language acquisition abroad: The LDS missionary experience (pp. 51–90). John Benjamins.
Leonard, K. R., & Shea, C. E. (2017). L2 speaking development during study abroad: Fluency, accuracy, complexity, and underlying cognitive factors. Modern Language Journal, 101, 179–193.
Linck, J. A., Kroll, J. F., & Sunderman, G. (2009). Losing access to the native language while immersed in a second language: Evidence for the role of inhibition in second-language learning. Psychological Science, 20, 1507–1515.
Llanes, À., & Muñoz, C. (2009). A short stay abroad: Does it make a difference? System, 37, 353–365.
Llanes, À., Tragant, E., & Serrano, R. (2012). The role of individual differences in a study abroad experience: The case of Erasmus students. International Journal of Multilingualism, 9, 318–342.
Marijuan, S., & Sanz, C. (2018). Expanding boundaries: Current and new directions in study abroad research and practice. Foreign Language Annals, 51, 185–204.
Marsden, E. (2020). Methodological transparency in applied linguistics and its consequences for the quality and scope of research. In J. McKinley & H. Rose (Eds.), Routledge handbook of research methods in applied linguistics (pp. 15–28). Routledge.
McManus, K., Mitchell, R., & Tracy-Ventura, N. (2021). A longitudinal study of advanced learners’ linguistic development before, during, and after study abroad. Applied Linguistics, 42, 136–163.
Mitchell, R. (2021). Documenting L2 input and interaction during study abroad: Approaches, instruments and challenges. Second Language Research.
Mitchell, R., Tracy–Ventura, N., & McManus, K. (2017). Anglophone students abroad: Identity, social relationships and language learning. Routledge.
Mora, J. C. (2014). The role of onset level on L2 perceptual phonological development after formal instruction and study abroad. In C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts (p. 167–194). John Benjamins.
Muñoz, C., & Llanes, Á. (2014). Study abroad and changes in degree of foreign accent in children and adults. Modern Language Journal, 98, 432–449.
Nagle, C., Morales-Front, A., Moorman, C., & Sanz, C. (2016). Disentangling research on study abroad and pronunciation: Methodological and programmatic considerations. In D. Vellarias & D. Coleman-George (Ed.), Handbook of research on study abroad programs and outward mobility (pp. 673–695). IGI Global.
Norris, J. M., & Ortega, L. (2009). Towards an organic approach to investigating CAF in instructed SLA: The case of complexity. Applied Linguistics, 30, 555–578.
O’Brien, I., Segalowitz, N., Freed, B., & Collentine, J. (2007). Phonological memory predicts second language oral fluency gains in adults. Studies in Second Language Acquisition, 29, 557–581.
Ortega, L. (2013). SLA for the 21st century: Disciplinary progress, transdisciplinary relevance, and the bi/multilingual turn. Language Learning, 63, 1–24.
Pérez-Vidal, C. (Ed.). (2014). Language acquisition in study abroad and formal instruction contexts. John Benjamins.
Pérez-Vidal, C., Juan-Garau, M., & Mora, J. C. (2010). The effects of formal instruction and study abroad contexts on foreign language development: The SALA project. In C. Sanz & R. P. Leow (Eds.), Implicit and explicit language learning: Conditions, processes and knowledge in SLA and bilingualism (p. 194–215). Georgetown University Press.
Plonsky, L. (2015). Statistical power, p values, descriptive statistics, and effect sizes: A “back-to-basics” approach to advancing quantitative methods in L2 research. In L. Plonsky (Ed.), Advancing quantitative methods in second language research (pp. 23–45). Routledge.
Plonsky, L., & Oswald, F. L. (2014). How big is “big”? Interpreting effect sizes in L2 research. Language Learning, 64, 878–912.
Purpura, J. E., Brown, J. D., & Schoonen, R. (2015). Improving the validity of quantitative measures in applied linguistics research. Language Learning, 65, 37–75.
Sagarra, N., & LaBrozzi, R. (2018). Benefits of study abroad on L2 morphosyntactic processing and working memory on L2 semantic processing. In C. Sanz & A. Morales-Front (Eds.), The Routledge handbook of study abroad research and practice. Routledge.
Sanz, C. (2014). Contribution of study abroad research to our understanding of SLA processes and outcomes: The SALA project, an appraisal. In C. Pérez-Vidal (Ed.), Language acqui- sition in study abroad and formal instruction contexts (pp. 1–17). John Benjamins.
Sanz, C., & Grey, S. (2015). Effects of conditions on L2 development: Moving beyond accuracy. In P. Rebuschat (Ed.), Implicit and explicit learning of languages (pp. 301–324). John Benjamins.
Sasaki, M. (2011). Effects of varying lengths of study-abroad experiences on Japanese EFL students’ L2 writing ability and motivation: A longitudinal study. TESOL Quarterly, 45, 81–105.
Segalowitz, N., & Freed, B. F. (2004). Context, contact, and cognition in oral fluency acquisition: Learning Spanish in at home and study abroad contexts. Studies in Second Language Acquisition, 26, 173–199.
Serrano, R., & Llanes, À. (2015). An exploratory study of the role of age and language learning aptitude in a short stay abroad. Vigo International Journal of Applied Linguistics, 2015, 12, 107–126.
Serrano, R., Llanes, À., & Tragant, E. (2011). Analyzing the effect of context of second language learning: Domestic intensive and semi-intensive courses vs. study abroad in Europe. System, 39, 133–143.
Serrano, R., Tragant, E., & Llanes, À. (2012). A longitudinal analysis of the effects of one year abroad. Canadian Modern Language Review, 68, 138–163.
Shively, R. L. (2011). L2 pragmatic development in study abroad: A longitudinal study of Spanish service encounters. Journal of Pragmatics, 43, 1818–1835.
Sunderman, G., & Kroll, J. F. (2009). When study abroad experience fails to deliver: The internal resources threshold effect. Applied Psycholinguistics, 30, 79–99.
Taguchi, N. (2008). Cognition, language contact, and the development of pragmatic comprehension in a study-abroad context. Language Learning, 58, 33–71.
Tokowicz, N., Michael, E. B., & Kroll, J. F. (2004). The roles of study-abroad experience and working-memory capacity in the types of errors made during translation. Bilingualism Language and Cognition, 7, 255–272.
Tullock, B., & Ortega, L. (2017). Fluency and multilingualism in study abroad: Lessons from a scoping review. System, 71, 7–21.
Vallejos, C., & Sanz, C. (2021). Writing in study abroad contexts. In R. M. Manchón & C. Polio (Eds.), The Routledge handbook of second language acquisition and writing. Routledge.
Valls-Ferrer, M., & Mora, J. C. (2014). L2 fluency development in formal instruction and study abroad: The role of initial fluency level and language contacts. In C. Pérez-Vidal (Ed.), Language acquisition in study abroad and formal instruction contexts (pp. 111–136). John Benjamins.
Vande Berg, M., Connor-Linton, J., & Paige, R. M. (2009). The Georgetown consortium project: Interventions for student learning abroad. Frontiers: The Interdisciplinary Journal of Study Abroad, 18, 1–75.
Van de Schoot, R., & Milica, M. (2020). Small sample size solutions: A guide for applied researchers and practitioners. Routledge.
Van Oudenhoven, J. P., & Van der Zee, K. I. (2002). Predicting multicultural effectiveness of international students: The Multicultural Personality Questionnaire. International Journal of Intercultural Relations, 26, 679–694.
Zalbidea, J., Issa, B. I., Faretta-Stutenberg, M., & Sanz, C. (2021). Initial proficiency and L2 grammar development during short-term immersion abroad: Conceptual and methodological insights. Studies in Second Language Acquisition, 43, 239–267.
Cited by (1)
Cited by one other publication
This list is based on CrossRef data as of 30 november 2025. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers. Any errors therein should be reported to them.
