Article published In: Australian Review of Applied Linguistics: Online-First Articles
Development of word lists for agriculture and forestry students
Published online: 2 June 2025
https://doi.org/10.1075/aral.24104.bun
https://doi.org/10.1075/aral.24104.bun
Abstract
It is undeniable that vocabulary plays a vital role in second-language learning since it facilitates comprehension
and production of the target language. Similarly, students in English for Specific Purposes (ESP) classes are required to know
both academic and field-specific vocabulary to master academic competence in their disciplines. In this corpus-based research,
three field-specific word lists were developed from 1,569 academic research articles in the areas of agriculture and forestry,
including the Agriculture Word List (AGWL), the Forestry Word List (FRWL), and the Agriculture-Forestry Word List (AFWL). The
corpora in this research comprised 6,785,011 running words for the agriculture corpus, 2,402,045 running words for the forestry
corpus, and 9,187,056 running words for the agriculture-forestry corpus. To analyze the data, the Key BNC Program and the
AntWordProfiler Program were used to develop the three word lists. After 2,000 word families in the General Service List (GSL) and
570 word families in the Academic Word List (AWL) were eliminated, there were 1,149 word families for the Agriculture Word List,
348 word families for the Forestry Word List, and 1,726 word families for the Agriculture-Forestry Word List, with the word lists
accounting for 9.10%, 6.63%, and 10.42% of the three corpora, respectively. These word lists can familiarize agriculture and
forestry students with the academic words in their disciplines. They could also be beneficial for teachers and material designers
to prepare instructional activities and develop useful educational materials as well as vocabulary tests for ESP classrooms.
Article outline
- 1.Introduction
- 2.Literature review
- 2.1Development of word lists
- 2.2Lexical coverage
- 3.Methodology
- 3.1Corpus compilation
- 3.2Data analysis
- 4.Results
- 4.1Key lexical items in the areas of agriculture and forestry
- 4.2Coverage of the key lexical items in the word lists
- 5.Discussion
- 6.Conclusion and implications
- Generative AI statement
References
References (62)
Anthony, L. (2014). AntWordProfiler (Windows
64-bit version 1.2.1) [Computer software]. Laurence Anthony’s Website. [URL]
(2022, May, 16). Software. Laurence Anthony’s Website. [URL]
(2022). Word
Family Finder (version
1.2.0) [Database] Laurence Anthony’s Website. [URL]
Arunvong Na Ayutthaya, J., Kunthonjinda, K., Somwang, K., & Laosrirattanachai, P. (2022). Making
Beverage Service Word List for English for Specific Purposes
Classroom. rEFLections, 29(2), 325–343. [URL]
Chen, H., & Lei, G. (2019). Developing
a technical words list for research articles in computer science discipline. English Language
Teaching, 12(10),131–141. [URL]
(2021). Vocabulary
in English in tertiary contexts: Connecting research and learning. LEARN Journal: Language
Education and Acquisition Research
Network, 14(1), 1–14.
Esfandiari, R., & Moein, G. (2015). A
corpus-driven food science and technology academic word list. Language
Teaching, 4(2), 157–131.
Gabrielatos, C., & Machi, A. (2012). Keyness:
Appropriate metrics and practical issues. Paper presented
at the CADS International Conference, Bologna,
Italy.
Gardner, D., & Davies, M. (2014). A
new academic vocabulary list. Applied
Linguistics, 35(3), 305–327.
Gilner, L. (2011). A primer on the General Service List. Reading in a Foreign Language, 23(1), 65–83.
Graham, D. (2014). Key-BNC [Computer
software]. Centre for Research Support. [URL]
Harvard
Forest. (2021). Shelterwood. [URL]
Heidari, F., Jalilifar, A., & Salimi, A. (2020). Developing
a Corpus-Based Word List in Pharmacy Research Articles: A Focus on Academic
Culture. International Journal of Society, Culture &
Language, 8(1), 1–15.
Hsu, W. (2013). Bridging
the vocabulary gap for efl medical undergraduates: The establishment of a medical word
list. Language Teaching
Research, 17(4), 454–484. [URL].
It-ngam, T., & Phoocharoensil, S. (2019). The
development of science academic word list. Indonesia Journal of Applied
Linguistics. 8(3), 657–667.
Jamalzadeh, M., & Chalak, A. (2019). A
Corpus-based Study of Academic Vocabulary in Physiotherapy Research Articles. Language Teaching
Research
Quarterly, 91, 69–82.
Johnson, S., & Esslin, A. (2006). Language
in the news: Some reflections on keyword analysis using WordSmith Tools and the BNC. Leeds
Working Papers in Linguistics and Phonetics, 111.
Khani, R., & Tazik, K. (2013). Towards
the development of an academic word list for applied linguistics research articles. RELC
Journal: A Journal of Language Teaching and
Research, 44(2), 209–232. [URL].
Khany, R., & Kalantari, B. (2021). Accounting academic word list (AAWL): A corpus-based study. Journal of Foreign Language Teaching and Translation Studies, 6(1), 35–58.
Kongcharoen, P. (2021). Sport news vocabulary investigation for ESP classrooms: Implications for physical education and sport science. Srinakharinwirot Research and Development (Journal of Humanities and Social Sciences), 13(26), 57–76. [URL]
(2023). Investigation
of vocabulary for ESP classrooms from academic journals in physical education and sports
sciences. LEARN Journal: Language Education and Acquisition Research
Network, 16(2), 311–332.
Kruawong, T., & Phoocharoensil, S. (2020). Developing
an English zoology academic word list: A corpus-based
study. Thoughts, 2020(2), 63–78.
Laosrirattanachai, P., & Laosrirattanachai, P. (2021). Applying
lexical profiling to construct technical word lists for Thai tourist guides. PASAA: A Journal
of Language Teaching & Learning in
Thailand, 621, 61–91. [URL].
Laosrirattanachai, P., & Ruangjaroon, S. (2020). The
word lists of hospitality service review construction. Journal of Studies in the English
Language, 15(1), 107–158. [URL]
(2021). Corpus-based
creation of tourism, hotel, and airline business word lists. LEARN Journal: Language Education
and Acquisition Research
Network, 14(1), 50–86. [URL]
Laufer, B. (1989). What
percentage of text lexis is essential for comprehension? In C. Laurén & M. Nordman (Eds.), Special
language: From humans thinking to thinking
machines (pp. 316–323). Clevedon: Multilingual Matters.
Laufer, B., & Nation, P. (1995). Vocabulary
size and use: Lexical richness in L2 written production. Applied
Linguistics, 16(3), 307–332.
Laufer, B., & Ravenhorst-Kalovski, G. C. (2010). Lexical
threshold revisited: Lexical text coverage, learner’s vocabulary size and reading
comprehension. Reading in a Foreign
Language, 22(1), 15–30.
Liu, J., & Han, L. (2015). A
corpus-based environmental academic word list building and its validity test. English for
Specific
Purposes, 391, 1–11.
Martínez, I. A., Beck, S. C., & Panza, C. B. (2009). Academic
vocabulary in agriculture research articles: A corpus-based study. English for Specific
Purposes, 28(3), 183–198.
Mozaffari, A., & Moini, R. (2014). Academic words in education Research Articles: A corpus study. Procedia — Social and Behavioral Sciences, 981, 1290–1296.
Mudraya, O. (2006). Engineering
English: A lexical frequency instructional model. English for Specific
Purposes, 25(2), 235–256. [URL]
Nagy, W. (1988). Teaching
vocabulary to improve reading comprehension. Newark, DE: International Reading Association.
Namwong, B., Vorakhan, P., Suntorn, W., & Laosrirattanachai, P. (2022). Building
a semi-technical political news word list for political science
students. Thought, 2022(2), 1–21.
Nation, P., & Kyongho, H. (1995). Where would general service vocabulary stop and special purposes vocabulary begin? System, 23(1), 35–41.
Nation, P. and Waring, R. (1997). Vocabulary
Size, Text Coverage and Word Lists. In: Schmitt, N. and McCarthy, M., Eds., Vocabulary:
Description, Acquisition, and Pedagogy, Cambridge University Press, Cambridge, 6–19.
Nation, I. S. P. & Webb, S. A. (2011). Researching
and analyzing vocabulary. Boston, MA: Heinle, Cengage Learning.
Oxford University
Press. (n.d.). Oxford Learner’s Dictionaries. [URL]
Read, J. (1998). Validating
a test to measure depth of vocabulary knowledge. In A. J. Kunnan (Ed.), Validation
in language assessment: Selected papers from the 17th language testing research
colloquium (pp.41–60). Mahwah, NJ: Lawrence Erlbaum Associates.
Rungrueang, T., Boonprasert, P., Poempongsajaroen, S., & Laosrirattanachai, P. (2022). Corpus-based
approach to generate a word list for food service. ThaiTESOL
Journal, 35(1), 57–76.
Safari, M. (2019). Do
university students need to master the GSL and AWL words? A psychology word list. Journal of
Modern Research in English Language
Studies, 5(2), 101–122.
SCImago, (n.d.). SJR — SCImago
Journal & Country Rank [Portal]. [URL]
Shabani, M. B., & Tazik, K. (2014). Coxhead’s
AWL across ESP and Asian EFL journal research articles (RAs): A corpus-based lexical
study. Procedia — Social and Behavioral
Sciences, 981, 1722 — 1728.
Schmitt, N., & Schmitt, D. (2014). A
reassessment of frequency and vocabulary size in L2 vocabulary teaching. Language
Teaching, 47(4), 484–503.
Soil Association. (n.d.). What is
agroecology? [URL]
Tangpijaikul, M. (2014). Preparing
business vocabulary for the ESP classroom. RELC
Journal, 45(1), 51–65.
Tazik, K., Maniati, M., Afshar, M. R., & Haghighi, S. B. (2022). Developing
a new academic wordlist for medical purposes — a viable tool for educators. GMS Journal for
Medical
Education, 39(1), 1–15.
Todd, R. W. (2017). An
opaque engineering word list: Which words should a teacher focus on? English for Specific
Purposes, 451, 31–39.
Tongpoon-Patanasorn, A. (2018). Developing
a frequent technical words list for finance: A hybrid approach. English for Specific
Purposes, 511, 45–54.
van Zeeland, H., & Schmitt, N. (2013). Lexical
coverage in L1 and L2 listening comprehension: The same or different from reading
comprehension? Applied
Linguistics, 34(4), 457–479.
Wang, J., Liang, S.-l., & Ge, G.-c. (2008). Establishment
of a medical academic word list. English for Specific
Purposes, 27(4), 442–458. [URL]
Ward, J. (2009). A
basic engineering English word list for less proficient foundation engineering
undergraduates. English for Specific
Purposes, 28(3), 170–182. [URL]
What is agroecology? Soil
Association. (n.d.). [URL]
Xodabande, I., & Xodabande, N. (2020). Academic
vocabulary in psychology research articles: A corpus-based study. MEXTESOL
Journal, 44(3), 1–21. [URL]