The DOI matches its Crossref record; 113 of the 114 references it cites were found in a registry or an index.
The Implementation of Communicative and Task-Based Language Teaching in the Asia-Pacific Region
Abstract
Communicative language teaching (CLT) and task-based language teaching (TBLT) have been widely adopted in the Asia-Pacific region, with a number of Asian countries strongly promoting CLT and TBLT in their curricula and English language education policies. Despite their popularity, a number of challenges have arisen in connection with implementing CLT and TBLT in Asian classrooms. The challenges that have emerged include (a) conceptual constraints (e.g., conflicts with local values and misconceptions regarding CLT/TBLT); (b) classroom-level constraints (e.g., various student and teacher-related factors, classroom management practices, and resource availability); and (c) societal-institutional level constraints (e.g., curricula and examination systems). These constraints have led some to argue that successfully implementing CLT and TBLT in Asia requires adaptation to local environments, such that CLT and TBLT become embedded in local practices. Although there have been a growing number of reports of various CLT/TBLT implementation efforts in different Asia-Pacific regions, we still have only a limited understanding of how best to achieve contextually embedded adaptations and how they affect students’ English learning. After reviewing relevant studies, this article suggests potential options for moving forward, including (a) employing more contextually feasible and flexible interpretations of CLT and TBLT, (b) implementing decentralized or innovative language-in-education polici…
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In the citing paper
“Teachers may lack confidence in their L2 proficiency and thus feel that they cannot use tasks (Butler, 2011).”
From Position paper: Moving task-based language teaching forward (2017) · cites this paper as Butler, 2011
In the citing paper
“Moreover, in relation to external constraints, discussed below, many teachers and students believe that CLT is an ineffective way to prepare for traditional assessments (Butler 2011).”
From 'In reality its almost impossible': CLT-oriented curriculum change (2015) · cites this paper as Butler 2011
Citations
Cites
Teaching by Principles: An Interactive Approach to Language Pedagogy
Frazier, S., & Brown, H. D. (2001) · TESOL Quarterly · doi:10.2307/3587655 · Cited by 6,226
Approaches and Methods in Language Teaching
Richards, J. C., & Rodgers, T. S. (2001) · doi:10.1017/cbo9780511667305 · Cited by 4,414
Sociocultural Theory and Second Language Learning
Lantolf, J. P. (2013) · Cited by 3,852
Task-based Language Learning and Teaching
Ellis, R. (2003) · Asian Journal of English Language Teaching · doi:10.65961/ajelt-2003-1-009 · Cited by 3,601
TASK-BASED LANGUAGE LEARNING AND TEACHING
Mackey, A. (2004) · Studies in Second Language Acquisition · doi:10.1017/s0272263104293056 · Cited by 2,842
(1998) · Cited by 2,572
A Framework for Task-Based Learning
Yuan, F., & Willis, J. R. (1999) · TESOL Quarterly · doi:10.2307/3588204 · Cited by 1,970
Allen, J. P., & Prabhu, N. S. (1988) · TESOL Quarterly · doi:10.2307/3587293 · Cited by 1,626
Researching Pedagogic Tasks: Second Language Learning, Teaching, and Testing
Bygate, M., Skehan, P., & Swain, M. (2001) · Cited by 1,367
White, M. I., Stevenson, H. W., & Stigler, J. W. (1993) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2074400 · Cited by 1,277
Research works printed but not linked: 19
- Nunn, 2006, Designing holistic units for task-based instruction, Asian EFL Journal, 8, 69
- Muller, 2006, Researching the influence of target language on learner task performance, Asian EFL Journal, 8, 165
- Long, 1985, Modeling and assessing second language acquisition, 77
- Kirkpatrick, 1984, Communicative language teaching, 171
- Jeon, 2006, EFL teachers’ perceptions of task-based language teaching: With a focus on Korean secondary classroom practice, Asian EFL Journal, 8, 192
- Fotos, 2005, Handbook of research in second language teaching and learning, 653
- Eguchi, 2006, The limited effect of PBL on EFL learners, Asian EFL Journal, 8, 207
- Davison, 2010, English language assessment and the Chinese learner, 248
- Bruton, 2007, Description or prescription for task-based instruction?: A reply to Littlewood, Asian EFL Journal Quarterly, 9, 227
- Alwi, 2009, TBLT and SCMC: How do students use communication strategies, Asian Journal of English Language Teaching, 19, 135
- 10.1017/S0261444807004363 · DOI · Paper page
- Yukawa, 2002, Inside the classroom: Interaction in elementary school English lessons in Japan, Japan Journal of Multilingualism and Multiculturalism, 8, 1
- Cheng, 2004, Washback in language testing: Research contexts and methods, 147, 10.4324/9781410609731 · DOI
- Wilkins, 1976, National syllabuses
- Adams, 2009, TBLT in Asia: Constraints and opportunities, Asia Journal of English Language Teaching, 19
- Lee, 2002, Investigation into teacher proficiency for communicative English teaching in elementary schools, Primary English Education, 8, 235
- Lingley, 2006, A task-based approach to teaching a content-based Canadian studies course in an EFL context, Asian EFL Journal, 8, 122
- Tinker Sachs, 2007, Task-based language education from a classroom-based perspective, 235
- Robertson, 2006, Special conference proceedings volume: Task-based learning in the Asian context, Asian EFL Journal Quarterly, 8
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Metadata
- Authors
- Butler, Y. G.
- Corresponding author
- Butler, Yuko Goto
- ORCID
- Butler, Yuko Goto
- Venue
- Annual Review of Applied Linguistics
- Publisher
- Cambridge University Press (CUP)
- Published
- 2011-03
- Volume
- 31
- Pages
- 36-57
- ISSN
- 0267-1905 (ISSN-L)
- 1471-6356
- OpenAlex
- W2170764416
- Cited by
- 456
- References
- 114
- Citations by year
- 2026: 42 · 2025: 20 · 2024: 22 · 2023: 30 · 2022: 67 · 2021: 72 · 2020: 28 · 2019: 45 · 2018: 25 · 2017: 28 · 2016: 22 · 2015: 19 · 2014: 19 · 2013: 14 · 2012: 3
- FWCI
- 95.14
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annual Review of Applied Linguistics (publishedVersion)
- Topics
- Social Sciences › Arts and Humanities › Language and Linguistics › EFL/ESL Teaching and Learning
- Social Sciences › Linguistics and Language › Second Language Learning and Teaching
- Social Sciences › Education › English Language Learning and Teaching
- Keywords
- communicative language teaching, task-based language teaching, language teaching policy, English language teaching, curriculum implementation, Asia-Pacific region, language education policy, examination system, classroom management, learning communities, teacher misconceptions
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