The Relationship between WTC and Oral Proficiency Measurements in the Study Abroad Context
Open accessAbstract
Theories of second language acquisition such as the Interaction Hypothesis (Long, 1996) and Pushed Output Hypothesis (Swain, 1995) emphasize that learners must actually communicate in order to bring about the conditions for language acquisition. Learners who are more willing to communicate may create more opportunities for interaction, and thereby possibly improve their spoken proficiency. In L2 research fluency, accuracy and complexity have been used to extensively measure spoken output. This study uses qualitative and quantitative methods to investigate a largely under-researched area: whether there is a relation between fluency, accuracy and complexity, task engagement, and measures of willingness to communicate and actual learner communication and how these change for a group of 23 high-proficiency mainly Asian L2 English learners on a nine-week academic preparation course at a university in England.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
WTC has been linked to proficiency in the foreign language.
“As WTC has been linked to proficiency in the FL”
From Taking stock: A meta-analysis of the effects of foreign language enjoyment (2022) · cites this paper as Robson, 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Speech Genres and Other Late Essays
Bakhtin, M. M. (1986) · University of Texas Press eBooks · doi:10.7560/720466 · Cited by 9,079 · cited 1× · see citing works
“Cultural differences are brought more to light when different cultures come together, particularly where interaction involves culturally diverse members, creating what has been called a culture of dialogue (Bakhtin, 1986).”
BackgroundTHEORETICAL BASES OF COMMUNICATIVE APPROACHES TO SECOND LANGUAGE TEACHING AND TESTING
CANALE, M., & SWAIN, M. (1980) · Applied Linguistics · doi:10.1093/applin/i.1.1 · Cited by 5,044 · cited 1× · see citing works
“Language and culture are inseparable, so orienting students towards a more sociolinguistic orientation of education is important (Canale & Swain, 1980).”
Background(1985) · Cited by 4,527 · see citing works
Theoretical Bases of Communicative Approaches to Second Language Teaching and Testing
CANALE, M. (1980) · Applied Linguistics · doi:10.1093/applin/1.1.1 · Cited by 4,021 · see citing works
The Role of the Linguistic Environment in Second Language Acquisition
Long, M. H. (1996) · Handbook of Second Language Acquisition · doi:10.1016/b978-012589042-7/50015-3 · Cited by 3,927 · cited 5× · see citing works
“E-mail: robson@toyo.jp Received: June 1, 2015 Accepted: July 3, 2015 Online Published: November 25, 2015 doi:10.5539/ies.v8n12p56 URL: http://dx.doi.org/10.5539/ies.v8n12p56 Abstract Theories of second language acquisition such as the Interaction Hypothesis (Long, 1996) and Pushed Output Hypothesis (Swain, 1995) empha…”
BackgroundInfluentialMACINTYRE, P. D., CLÉMENT, R., DÖRNYEI, Z., & NOELS, K. A. (1998) · The Modern Language Journal · doi:10.1111/j.1540-4781.1998.tb05543.x · Cited by 2,171 · see citing works
(1995) · Medical Entomology and Zoology · Cited by 1,917 · see citing works
The Handbook of Second Language Acquisition
(2005) · Blackwell Publishing Ltd eBooks · doi:10.1111/b.9781405132817.2005.x · Cited by 1,382 · see citing works
Willingness to Communicate in a Second Language: The Japanese EFL Context
Yashima, T. (2002) · Modern Language Journal · doi:10.1111/1540-4781.00136 · Cited by 1,308 · cited 3× · see citing works
“One study by Yashima and Zenuk-Nishide (2008) looked at how International Posture, L2 WTC, and Frequency of Communication developed along with proficiency in English by comparing learners in both a study abroad context (for a period of 10 months) and an at home context.”
BackgroundModelling Second Language Performance: Integrating Complexity, Accuracy, Fluency, and Lexis
Skehan, P. (2009) · Applied Linguistics · doi:10.1093/applin/amp047 · Cited by 1,161 · cited 2× · see citing works
“It appears as though the Trade-off Hypothesis (Skehan, 2009) is evident in this data because two variables were related while the others are not on a particular activity.”
BackgroundThe Influence of Planning and Task Type on Second Language Performance
Foster, P., & Skehan, P. (1996) · Studies in Second Language Acquisition · doi:10.1017/s0272263100015047 · Cited by 1,147 · cited 1× · see citing works
“A c-unit is defined as “independent utterance providing pragmatic meaning” (Foster & Skehan, 1996, p. 310).”
BackgroundStimulated Recall Methodology in Second Language Research
Gass, S. M., Gass, S. M., Mackey, A., & Mackey, A. (2013) · Routledge eBooks · doi:10.4324/9781410606006 · Cited by 969 · cited 1× · see citing works
“Gass and Mackey (2000) claim that stimulated recall is a way of eliciting data about thought processes involved in carrying out the activity.”
BackgroundPersonality, Attitudes, and Affect as Predictors of Second Language Communication
MacIntyre, P. D., & Charos, C. (1996) · Journal of Language and Social Psychology · doi:10.1177/0261927x960151001 · Cited by 920 · cited 2× · see citing works
“A similar result was found with beginning learners (MacIntyre & Charos, 1996) when measuring self-reported frequency of L2 use.”
ResultComplexity, accuracy and fluency in second language acquisition
Housen, A., & Kuiken, F. (2009) · Applied Linguistics · doi:10.1093/applin/amp048 · Cited by 863 · cited 2× · see citing works
“It has also been stated that complexity is the most difficult to measure of the three output production measurements (Housen & Kuiken, 2009).”
BackgroundHu, G. (2002) · Language Culture and Curriculum · doi:10.1080/07908310208666636 · Cited by 786 · cited 1× · see citing works
“Researchers have found that Chinese learners are often averse to speaking up in class and will remain reticent and non-participatory (Hu, 2002; Yu, 2001).”
BackgroundYuan, F. (2003) · Applied Linguistics · doi:10.1093/applin/24.1.1 · Cited by 774 · cited 3× · see citing works
“Task types have been found to improve accuracy (Skehan & Foster, 1999; Yuan & Ellis, 2003).”
BackgroundResultSegalowitz, N. S., & Freed, B. F. (2004) · Studies in Second Language Acquisition · doi:10.1017/s0272263104262027 · Cited by 767 · cited 6× · see citing works
“Researchers posit that a basic level of accuracy is needed in order to benefit from study abroad (Lara, 2014; Segalowitz & Freed, 2004).”
BackgroundResultInfluentialAn Exploration of Chinese EFL Learners' Unwillingness to Communicate and Foreign Language Anxiety
LIU, M., & JACKSON, J. (2008) · The Modern Language Journal · doi:10.1111/j.1540-4781.2008.00687.x · Cited by 729 · see citing works
MacIntyre, P. D. (2007) · Modern Language Journal · doi:10.1111/j.1540-4781.2007.00623.x · Cited by 712 · cited 1× · see citing works
“Each of these types of WTC is different and should have its own research focus (MacIntyre, 2007).”
BackgroundThe Influence of Task Structure and Processing Conditions on Narrative Retellings
Skehan, P., & Foster, P. (1999) · Language Learning · doi:10.1111/1467-9922.00071 · Cited by 701 · cited 1× · see citing works
“Task types have been found to improve accuracy (Skehan & Foster, 1999; Yuan & Ellis, 2003).”
BackgroundYashima, T., Zenuk‐Nishide, L., & Shimizu, K. (2004) · Language Learning · doi:10.1111/j.1467-9922.2004.00250.x · Cited by 684 · cited 2× · see citing works
“In previous literature, SPCC has been found to predict WTC for trait measures, along with communication anxiety (Kim, 2004; Yashima, 2002; Yashima et al., 2004).”
BackgroundDynamic emergence of situational willingness to communicate in a second language
Kang, S.-J. (2005) · System · doi:10.1016/j.system.2004.10.004 · Cited by 637 · cited 4× · see citing works
“Originally conceived of in the L1 as a trait/personality construct (McCroskey & Baer, 1985), in the L2, WTC is affected by more situational factors (Fushino, 2008; Kang, 2005; Peng, 2012).”
BackgroundInfluentialThe role of individual and social variables in oral task performance
Dörnyei, Z., & Kormos, J. (2000) · Language Teaching Research · doi:10.1177/136216880000400305 · Cited by 562 · cited 1× · see citing works
“It was measured by number of turns and length of turns (Dörnyei & Kormos, 2000).”
Freed, B. F., Segalowitz, N. S., & Dewey, D. P. (2004) · Studies in Second Language Acquisition · doi:10.1017/s0272263104262064 · Cited by 549 · see citing works
THE EFFECTS OF DIFFERENT LENGTHS OF TIME FOR PLANNING ON SECOND LANGUAGE PERFORMANCE
Mehnert, U. (1998) · Studies in Second Language Acquisition · doi:10.1017/s0272263198001041 · Cited by 514 · cited 2× · see citing works
“Variable measured by the number of words per c-unit (Mehnert, 1998), again averaged out to find the c-units length as a product of the total number of words.”
BackgroundCao, Y., & Philp, J. (2006) · System · doi:10.1016/j.system.2006.05.002 · Cited by 509 · cited 2× · see citing works
“Research into the psychological construct of Willingness to Communicate (WTC) has shown it to be both trait-like (McCroskey & Baer, 1985) and affected by more situational-based factors (Cao & Philp, 2006; Kang, 2005).”
BackgroundWillingness to Communicate in a Second Language
Clément, R., Baker, S. C., & MacIntyre, P. D. (2003) · Journal of Language and Social Psychology · doi:10.1177/0261927x03022002003 · Cited by 454 · see citing works
What Makes Us Think That Students Who Study Abroad Become Fluent?
Freed, B. F. (1995) · Studies in bilingualism · doi:10.1075/sibil.9.09fre · Cited by 372 · cited 1× · see citing works
“This means that students who have studied abroad tend to speak more smoothly and faster than those learners who only stay at home (Freed, 1995).”
BackgroundWillingness to Communicate: The Construct and Its Measurement.
McCroskey, J. C., & Baer, J. E. (1985) · Cited by 338 · see citing works
THE EFFECTS OF LEARNING CONTEXTS ON MORPHOSYNTACTIC AND LEXICAL DEVELOPMENT
Collentine, J. (2004) · Studies in Second Language Acquisition · doi:10.1017/s0272263104262040 · Cited by 332 · cited 1× · see citing works
“Comparing fluency to other output measures, less support for concrete changes in the study abroad context have been found for accuracy and complexity (Collentine, 2004; DeKeyser, 2010; Isabelli & Nishida, 2005).”
ResultTowards an ecological understanding of willingness to communicate in EFL classrooms in China
Peng, J. (2012) · System · doi:10.1016/j.system.2012.02.002 · Cited by 289 · cited 1× · see citing works
“Originally conceived of in the L1 as a trait/personality construct (McCroskey & Baer, 1985), in the L2, WTC is affected by more situational factors (Fushino, 2008; Kang, 2005; Peng, 2012).”
BackgroundRoman, P. U. A. M. O. P. S. T. P. S. I. P. T. N., spacing, D. L., (italics, O. 1. X. 2. C. (. X. 8. 6. T. A. W. T. S. T. R. M. T. T. P. I. R. 2. T. O. R. C. A. T. P. T. F. E., bold, caps, caps, S., etc.), punctuation, use, A. T. F. O. T. R. W. F. O. S. C. Y., & consistent., P. B. (2013) · Studies in bilingualism · doi:10.1075/sibil · Cited by 275 · see citing works
Learners’ perceptions and attitudes: Implications for willingness to communicate in an L2 classroom
Léger, D. D. S., & Storch, N. (2009) · System · doi:10.1016/j.system.2009.01.001 · Cited by 244 · cited 1× · see citing works
“Research at the situational and state level has addressed factors believed to impact on WTC. Elements found to affect WTC were group cohesiveness (Cao & Philp, 2006; De Saint Leger & Storch, 2009) as well as conversational context and topic (MacIntyre, Clément, Dörnyei, & Noels, 1998).”
BackgroundMonitoring Processes in Spanish as a Second Language During a Study Abroad Program
DEKEYSER, R. M. (2010) · Foreign Language Annals · doi:10.1111/j.1944-9720.2010.01061.x · Cited by 218 · cited 1× · see citing works
“Comparing fluency to other output measures, less support for concrete changes in the study abroad context have been found for accuracy and complexity (Collentine, 2004; DeKeyser, 2010; Isabelli & Nishida, 2005).”
ResultStudy abroad as foreign language practice
DEKEYSER, R. M. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511667275.012 · Cited by 214 · see citing works
An Overview of Issues and Research in Language Learning in a Study Abroad Setting
Freed, B. F. (1998) · Frontiers The Interdisciplinary Journal of Study Abroad · doi:10.36366/frontiers.v4i1.62 · Cited by 197 · cited 1× · see citing works
“Through immersion in the second language setting, students are able to surround themselves with language opportunities that they might not find in their home countries (Freed, 1998).”
BackgroundCommunicative Language Teaching in China: Progress and Resistance
Yu, L. (2001) · TESOL Quarterly · doi:10.2307/3587868 · Cited by 196 · cited 1× · see citing works
“Researchers have found that Chinese learners are often averse to speaking up in class and will remain reticent and non-participatory (Hu, 2002; Yu, 2001).”
BackgroundOral Fluency, Accuracy, and Complexity in Formal Instruction and Study Abroad Learning Contexts
Mora, J. C., & Valls‐Ferrer, M. (2012) · TESOL Quarterly · doi:10.1002/tesq.34 · Cited by 164 · cited 1× · see citing works
“This was in line with other studies that have compared three production measures from the same participants over a period of time during study abroad courses (Mora & Valls-Ferrer, 2012; Perez-Vidal & Juan-Garau, 2009; Segalowitz & Freed, 2004).”
ResultYashima, T., & Zenuk-Nishide, L. (2008) · System · doi:10.1016/j.system.2008.03.006 · Cited by 160 · see citing works
(2020) · EUROSLA Yearbook · doi:10.1075/eurosla · Cited by 155 · see citing works
Gass, S. M., Behney, J., & Plonsky, L. (2020) · Routledge eBooks · doi:10.4324/9781315181752 · Cited by 142 · see citing works
Frontiers: The Interdisciplinary Journal of Study Abroad
(2020) · Frontiers The Interdisciplinary Journal of Study Abroad · doi:10.36366/frontiers · Cited by 119 · see citing works
Sociocultural Strategies for a Dialogue of Cultures
Savignon, S. J., & Sysoyev, P. V. (2002) · Modern Language Journal · doi:10.1111/1540-4781.00158 · Cited by 110 · cited 1× · see citing works
“Nobody learns a second language in a vacuum, so the accumulation of experiences and beliefs about learning language create certain learner expectations about the L2 culture (Savignon & Sysoyev, 2002).”
BackgroundWeaver, C. (2005) · PubMed · Cited by 100 · see citing works
Japanese Students' Contact with English Outside the Classroom during Study Abroad
Tanaka, K. (2007) · New Zealand studies in applied linguistics · Cited by 84 · see citing works
Second Language Acquisition of Variable Structures in Spanish by Portuguese Speakers
Geeslin, K. L., & Guijarro‐Fuentes, P. (2006) · Language Learning · doi:10.1111/j.0023-8333.2006.00342.x · Cited by 83 · cited 1× · see citing works
“Global errors were chosen over specific types of errors because of the considerable variability found even among native speakers of a language with certain structures (Geeslin & Guijarro-Fuentes, 2006).”
BackgroundThe effect of Study Abroad (SA) on written performance
Pérez‐Vidal, C., & Juan-Garau, M. (2009) · EUROSLA Yearbook · doi:10.1075/eurosla.9.13per · Cited by 68 · cited 2× · see citing works
“This was in line with other studies that have compared three production measures from the same participants over a period of time during study abroad courses (Mora & Valls-Ferrer, 2012; Perez-Vidal & Juan-Garau, 2009; Segalowitz & Freed, 2004).”
ResultPérez‐Vidal, C., & Juan-Garau, M. (2011) · IRAL - International Review of Applied Linguistics in Language Teaching · doi:10.1515/iral.2011.008 · Cited by 64 · cited 1× · see citing works
“Variable measured by total words per minute (Pe´rez-Vidal & Juan-Garau, 2011).”
Kim, S. J. (2004) · OhioLink ETD Center (Ohio Library and Information Network) · Cited by 61 · see citing works
Development of the Spanish Subjunctive in a Nine-Month Study-Abroad Setting
Isabelli, C. A., & Nishida, C. (2005) · Cited by 50 · see citing works
Development of Oral Communication Skills Abroad
Isabelli-García, C. L. (2003) · Frontiers The Interdisciplinary Journal of Study Abroad · doi:10.36366/frontiers.v9i1.119 · Cited by 46 · see citing works
Wolf, J. P. (2013) · Language Teaching Research · doi:10.1177/1362168812457535 · Cited by 37 · cited 1× · see citing works
“In a study by Wolf (2013), the author used an argumentative essay as the basis for selecting topics for discussion.”
MethodThe role of sociocultural competence in foreign language teaching and learning
Neuner, G. (1996) · Language Teaching · doi:10.1017/s0261444800008545 · Cited by 32 · see citing works
Japanese university students' willingness to use English with different interlocutors
Weaver, C. (2010) · TUScholarShare (Temple University) · Cited by 18 · see citing works
Topic Familiarity Effect on Accuracy, Complexity, and Fluency of L2 Oral Output
Rahimpour, M. (2007) · The Journal of AsiaTEFL · Cited by 15 · see citing works
Fushino, K. (2008) · TUScholarShare (Temple University) · Cited by 12 · see citing works
Melanie, M., Lynn, & D'Amico (2012) · Cited by 11 · see citing works
Flagged first, then by citations
3 of the 60 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- DeKeyser, R. (1991). Foreign language development during a semester abroad. In B. Freed (Ed.), Foreign language acquisition: Research and the classroom (pp. 104-119). Lexington, MA: D. C. Heath.
- Lara, A. R. (2014). Complexity, accuracy and fluency development through study abroad programs varying in duration (Unpublished doctoral dissertation). Universitat Pompeu Fabra: Barcelona, Spain.
- Pellegrino-Aveni, V. A. (2005). Study abroad and second language use: Constructing the self. Cambridge University Press. http://dx.doi.org/10.1017/cbo9780511620584 · DOI
Cited by
Sorted by citations
Taking stock: A meta-analysis of the effects of foreign language enjoyment
Botes, E., Dewaele, J.-M., & Greiff, S. (2022) · Studies in Second Language Learning and Teaching · doi:10.14746/ssllt.2022.12.2.3 · Cited by 266 · see citing works
Changes in interlanguage complexity during study abroad: A meta-analysis
Xu, Y. (2018) · System · doi:10.1016/j.system.2018.11.008 · Cited by 31 · see citing works
Intercultural Contact in Short-term Study Abroad Programs
Cubillos, J. H., & Ilvento, T. W. (2018) · Hispania · doi:10.1353/hpn.2018.0117 · Cited by 28 · see citing works
Kim, J. Y., & Repiso-Puigdelliura, G. (2019) · Phonetica · doi:10.1159/000501188 · Cited by 19 · see citing works
Fluctuations in Japanese English majors’ capacity to speak before, during and after studying abroad
Humphries, S., Aubrey, S., & King, J. (2023) · System · doi:10.1016/j.system.2023.103001 · Cited by 13 · see citing works
Zam, F. Z., Nurhayati, L., & Ashadi, A. (2025) · Journal of Languages and Language Teaching · doi:10.33394/jollt.v13i1.13024 · Cited by 2 · see citing works
Humphries, S., Ikeda, M., & Yashima, T. (2024) · Journal of Silence Studies in Education · doi:10.31763/jsse.v3i1.82 · Cited by 2 · see citing works
“…interact to produce L2 WTC. Studies of L2 WTC during SA have included correlational design (D’Amico, 2012; Gallagher 2013; Liu, 2017; Robson, 2015a; 2015b), pre-post-test SA impact (De Poli et al., 2018; Dewaele et al., 2015; D. M. Kang, 2014; Lee, 2018; Yashima & Zenuk-Nishide, 2008), and mixed…”
BackgroundAssessing mixed methods research quality in the European student mobility literature
McKinley, K. M. (2019) · Research in Comparative and International Education · doi:10.1177/1745499919889216 · Cited by 2 · see citing works
“In addition, Robson (2015) quantitatively analyzed 10-minute samples of student discussions, and Mortensen (2014) used quantized data, or the transformation of qualitative data to quantitative data (Bazeley and Kemp, 2012; Teddlie and Tashakkori, 2009).”
IDENTITY CONSTRUCTION IN THE YORUBA GROUP PROJECT ABROAD: DISCOURSE ANALYSIS OF LANGUAGE USE
Lasisi, T. (2021) · doi:10.31390/gradschool_theses.5276 · Cited by 2 · see citing works
Valero, D., & Saso, C. E. (2021) · Lengua y migración · doi:10.37536/lym.12.2.2020.1029 · Cited by 1 · see citing works
- Authors
- Robson, G. G.
- Affiliations
- Toyo University (JP)
- Corresponding author
- Robson, Graham G.
- Venue
- International Education Studies
- Published
- 2015-11-25
- Volume
- 8
- Issue
- 12
- Pages
- 56
- ISSN
- 1913-9020 (ISSN-L)
- 1913-9039
- OpenAlex
- W2179097176
- Cited by
- 9
- References
- 60
- Citations by year
- 2025: 1 · 2024: 1 · 2023: 1 · 2021: 2 · 2019: 2 · 2018: 2
- FWCI
- 4.47
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- International Education Studies (publishedVersion, cc-by)
- Topics
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Psychology › Developmental and Educational Psychology › Second Language Acquisition and Learning
- Social Sciences › Arts and Humanities › Language and Linguistics › Linguistics and Language Analysis
- Keywords
- willingness to communicate, speaking skills, speech fluency, accuracy, complexity, task engagement, interaction hypothesis, second language acquisition, study abroad, L2 English learners, student communication
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review