A corpus-based lexical analysis of Covid-19 special messages by the former prime minister of Malaysia
DOI:
https://doi.org/10.24200/jonus.vol8iss2pp44-72Abstract
Background and Purpose: The global emergence and rise of the COVID-19 pandemic in 2020 seriously affect a nation’s economic and social well-being, including Malaysia. During the lockdown period, the former Prime Minister delivered special messages on television about updates on COVID-19 issues in Malaysia. A specialised Malay corpus, i.e., Cov-19 Related Special Messages Corpus, consisting of 19 Special Messages texts by Muhyiddin Yasin, the former Prime Minister of Malaysia, was examined to reveal its lexical profiling.
Methodology: The specialised corpus was analysed using the Sketch Engine tool, fully utilising the Wordlist, Keyword, and Concordance functions for lexical analysis. The list of lexical items was then compared with the same list of items in the Malaysian Web (MalaysianWaC), a default Malay Reference Corpus set in Sketch Engine.
Findings: Through wordlist analysis, the most frequently used words in the analysed corpus are generally linked to political or government entities (e.g., kerajaan, menteri, and perdana) and the welfare of the Malaysians (e.g., rakyat, kesihatan, and epidemik). The keyword analysis indicates that words related to the containment of the pandemic and reference to the Malaysians (e.g., saudara-saudari, pelitup, and penjarakan) show high keyness values. Finally, through concordance analysis, some words with high keyness scores are used differently in specialised Malay and Reference Corpus. From the analyses, the most used words in the specialised corpus are related to the issue of COVID-19.
Contributions: This study's findings contribute to a deeper understanding of language use during a critical period in Malaysia's history. The analysis highlights the linguistic emphasis on government, societal welfare, and pandemic-related containment measures, offering valuable references for future studies on crisis communication and lexical profiling in the Malay language.
Keywords: Corpus analysis, specialised corpus, COVID-19, WordSmith Tool, lexical analysis.
References
Akinkurolere, S. O., & Ariyo, K. S. (2015). Speech act features of select extracts in Chinua Achebe’s Arrow of God: Leadership perspective. Journal of Education, Society and Behavioural Science, 9(2), 139-145.
Ala’yun, A.V. (2020). Critical discourse analysis of speech by Lee Hsien Loong about coronaviruses in Singapore. (Unpublished project paper). Universiti Muhammadiyah, Surakarta, Indonesia.
Alfred, R., Jie, C. C., Wei, N. Z., Tahir, A., & Obit, J. H. (2012). Optimizing clusters alignment for bilingual Malay-English corpora. Journal of Computer Science, 8(12), 1970-1978.
Amaireh, H. (2022). Covid-19 is war, water & a person: Metaphorical language of the Coronavirus disease in “the Jordan Times” newspaper. Theory and Practice in Language Studies, 12(7), 1286-1293.
Anagnostou, N. K., & Weir, G. R. S. (2006). From Corpus-based collocation frequencies to readability measure. https://www.semanticscholar.org/paper/From-corpus-basedcollocation-frequencies-to-AnagnostouWeir/be513abe8f3aef31c372af18505c227db71984e0
Anuar, N., & Ngadiran, N. M. (2021). An appeal to the people: Politeness strategies in the Malaysian prime minister’s maiden speech. International Journal of Modern Languages and Applied Linguistics, 5(2), 1-19.
Anyanwu, E. C., & Abana, I. (2020). Speech act analysis of public speeches of three African Presidents amid COVID-19. British Journal of English Linguistics, 8(3), 10-18.
Attaminy, H. F., Junining, H., & Khasanah, I. (2020). Speech act analysis of Jacinda Ardern about COVID-19. Elite Journal, 7(2), 209-224.
Bakar, N. S. A. A. (2020). The development of an integrated Corpus for Malay language. In Alfred R., Lim Y., Haviluddin H., & On C. (Eds.), Computational Science and Technology. Lecture notes in Electrical Engineering (pp. 425–433). Springer.
Baldwin, T., & Awab, S. (2006). Open-source corpus analysis tools for Malay. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC’06), Genoa, Italy. European Language Resources Association.
Biber, D. (1993). Representativeness in Corpus design. Literary and Linguistic Computing, 8(4), 243-57.
Biber, D. (2015). Corpus-based and Corpus-driven analyses of language variation and use. In B. Heine & H. Narrog (Eds.), The Oxford handbook of linguistics analysis (pp. 159–192). Oxford University Press.
Ensslin, A., & Johnson, S. (2006). Language in the news: Investigating representations of ‘Englishness’ using WordSmith tools. Corpora, 1(2), 153-185.
Fatima, S. S. (2020). Understanding the construction of journalistic frames during crisis communication: Editorial coverage of COVID-19 in New York Times. (Unpublished master’s dissertation). Södertörn University, Stockholm.
Geluso, J., & Hirch, R. (2019). The reference corpus matters: Comparing the effect of different reference corpora on keyword analysis. Register Studies, 1(1), 209-242.
Goźdź-Roszkowski, S. (2018). Between corpus-based and corpus-driven approaches to textual recurrence: Exploring semantic sequences in judicial discourse. In J. Kopaczyk & J. Tyrkkö (Eds.), Applications of pattern-driven methods in corpus linguistics (pp. 102–104). John Benjamins Publishing Company.
Hermans, L., & Gyldensted, C. (2019). Elements of constructive journalism: Characteristics, practical application and audience valuation. Journalism, 20(4), 535-551.
Joharry, S. A., & Turiman, S. (2020). Examining Malaysian public letters to editor on COVID-19 pandemic: A corpus-assisted discourse analysis. GEMA Online Journal of Language Studies, 20(3), 242–260.
Juhary, J., Bakar, E. W., Shamsudin, M., & Alias, A. (2021). Understanding Malay corpora: A content analysis of 15 Malay corpora. Journal of Advances in Linguistics, 12(1), 18-26.
Kamil, M. A., & Bahrn, F. F. S. (2020). A speech act analysis of the Prime Minister’s speech pertaining to the Movement Control Order (MCO) to address the COVID-19 pandemic in Malaysia. International Journal of Modern Languages and Applied Linguistics, 4(4), 1-19.
Kasdan, J., Baharudin, R., & Shamsuri, A. (2020). COVID-19 dalam Korpus peristilahan Bahasa Melayu: Analisis sosioterminologi [COVID-19 in the Corpus of Malay terminology: A socio-terminological analysis]. GEMA Online Journal of Language Studies, 20(1), 221-241.
Kilgarriff, A., Rychlý, P., Smrz, P., & Tugwell, D. (2004). ITRI-04-08 The Sketch Engine. Information Technology. https://www.researchgate.net/publication/260387608_ITRI-04-08_the_sketch_engine
Kilgarriff, A., Baisa, V., Bušta, J., Jakubíček, M. Kovář, V., Michelfeit, J., … Suchomel, V. (2014). The Sketch Engine: Ten years on. Lexicography, 1(1), 7-36.
Kim, D. K. D., & Kreps, G. L. (2020). An analysis of government communication in the United States during the COVID-19 pandemic: Recommendations for effective government health risk communication. World Medical & Health Policy, 12(4), 398-412.
Lee, D. Y. W. (2010). What corpora are available? In O'Keeffe, A. & McCarthy, M. (Eds.), The Routledge handbook of corpus linguistics (pp. 107‒121). Routledge.
Lewis, M. (1997). Implementing the lexical approach: Putting theory-into practice. Language Teaching Publications.
Lu, R., Ali, A. M., & Ghani, C. A. A. (2021). A comparative study of corpus based and corpus driven approaches. Linguistics International Journal, 15(2), 119-132.
Maisarah, A. K., & Fatin Fatinah, S. B. (2020). A speech act analysis of the Prime Minister's speech pertaining to the Movement Control Order (MCO) to address the COVID-19 pandemic in Malaysia. International Journal of Modern Languages and Applied Linguistics, 4(4), 1.
Malik, N. A., Shak, M. S., & Hasni, N. A. (2022). A Corpus-based approach to frame ‘COVID-19 vaccination’ in Malaysian English newspapers. Jurnal Komunikasi: Malaysian Journal of Communication, 38(4), 23–42.
Nor Fariza, M. N., & Adlyn Syahirah, Z. (2020). Corpus driven analysis of news reports about Covid- 19 in a Malaysian online newspaper. GEMA Online Journal of Language Studies, 20(3), 199–220.
Nurmukhamedov, U., & Webb, S. (2019). Lexical coverage and profiling. Language Teaching, 52(2), 188-200.
OECD. (2020a). OECD policy responses to Coronavirus (COVID-19): The territorial impact of COVID-19: Managing the crisis across levels of government. https://www.oecd.org/coronavirus/policy-responses/the-territorial-impact-of-covid-19-managing-the-crisis-across-levels-of-government-d3e314e1/
OECD. (2020b). The world economy on a tightrope. https://www.oecd.org/economicoutlook/june-2020/
O'Keeffe, A., & McCarthy, M. (2012). Handbook of Corpus Linguistics. Routledge.
Olimat, S. N. (2020). Words as powerful weapons: Dysphemism in Trump’s COVID-19 speeches. 3L: The Southeast Asian Journal of English Language Studies, 26(3), 17–29.
Omar, N., Hamsani, A. F., Abdullah, N. A. S., & Abidin, A. Z. Z. (2017). Construction of Malay abbreviation corpus based on social media data. Journal of Engineering and Applied Sciences, 12(3), 468-474.
Rahim, H. A. (2014). Corpora in language research in Malaysia. Kajian Malaysia: Journal of Malaysian Studies, 32(1), 1-16.
Rajandran, K. (2021). ‘A long battle ahead’: Malaysian and Singaporean Prime Ministers employ war metaphors for COVID-19. GEMA Online Journal of Language Studies, 20(3), 261–267.
Reisigl, M. (2008). Rhetoric of political speeches. In R. Wodak, & V. Koller (Eds.), Handbook of communication in the public sphere (pp. 243-269). Mouton de Gruyter.
Salayo, J. D. (2020). Social distancing, community quarantine and bullets: A critical discourse analysis of Pres. Rodrigo Duterte’s speeches on the war against COVID-19 pandemic. Middle Eastern Journal of Research in Education and Social Sciences, 1(2), 233-256.
Schaffner, C. (1997). Analysing political speeches. Multilingual Matters Ltd.
Semino, E. (2021). “Not Soldiers but Fire-fighters” – Metaphors and Covid-19. Health Communication, 36(1), 50-58.
Sinclair, J. (2005). Corpus and text-basic principles. In M. Wynne (Ed.), Developing linguistic corpora: A guide to good practice (pp. 1-16). Oxbow Books.
Sketch Engine. (2021). Malay text corpora. https://www.sketchengine.eu/corpora-and-languages/malay-text-corpora/
Sultan, & Muhammad Rapi. (2020). Positive discourse analysis of the Indonesian government spokesperson's discursive strategies during the COVID-19 pandemic. GEMA Online Journal of Language Studies, 20(4), 251-272.
Tang, K. H. D. (2022). Movement control as an effective measure against Covid-19 spread in Malaysia: An overview. Zeitschrift fur Gesundheitswissenschaften, 30(3), 583-586.
Tognini-Bonelli, T. (2001). Corpus linguistics at work. John Benjamins.
Vaughan, E., & Clancy, B. (2013). Small Corpora and pragmatics. In J. Romero-Trillo (Ed.), Yearbook of Corpus linguistics and pragmatics (pp. 53-73). Springer.
WHO. (2020). WHO Director-General’s opening remarks at the media briefing on COVID-19-11 March 2020. https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020
Xiao, R. (2010). Corpus creation. In N. Indurkhya, & F. Damerau (Eds.), Handbook of natural language processing, second edition (pp. 147-165). CRC Press.
Yu, L. (2020). Analysis of the queen’s speech on COVID-19 from the perspective of transitivity. Advances in Language and Literacy Studies, 11(6), 7-11.
Yusof, A. (2021, August 25). Timeline: How the COVID-19 pandemic has unfolded in Malaysia since January 2020. Channel News Asia. https://www.channelnewsasia.com/asia/timeline-how-covid-19-pandemic-has-unfolded-malaysia-january-2020-2082081
Zhang, C., Lin, Z., & Jin, S. (2022). What else besides war: Deliberate metaphors framing COVID-19 in Chinese online newspaper editorials. Metaphor and Symbol, 37(1), 114-126.
Zhu, H., Wei, L., & Niu, P. (2020). The novel coronavirus outbreak in Wuhan, China. Global Health Research and Policy, 5(6), 1-3.