English Learning Profiles of Non-English Major Students: A Comparative Study Between Accounting and Management Programs
DOI:
https://doi.org/10.24256/itj.v8i1.9431Keywords:
Accounting, English Language, Learning Motivation, Learning Strategies, ManagementAbstract
This study investigates the English learning profiles of non-English major students, specifically those enrolled in Accounting and Management programs at a private university in Indonesia. A descriptive quantitative research design was employed involving 53 Students (24 Accounting, 29 Management), capturing students’ self-perceived English proficiency, learning barriers, motivations, learning preferences, and strategies. The findings indicate generally low self-perceived English proficiency across both groups, with 58.3% of Accounting students and 75.9% of Management students classifying themselves at the beginner level.. The study identified common learning barriers such as limited vocabulary, technical challenges (e.g., grammar and pronunciation), and a lack of supportive learning environments. In terms of motivation, Management students exhibited a stronger focus on global communication, while Accounting students prioritized career-related goals. Both groups favored informal and interactive learning strategies, with a preference for watching English-language films, using language learning applications, and practicing with peers. These findings suggest incorporating informal digital learning tools, such as language learning applications and audiovisual media, alongside peer-supported collaborative activities into ESP curricula to better align instruction with students’ demonstrated learning preferences.
References
Abou-Khalil, V., Flanagan, B., & Ogata, H. (2021). Personal vocabulary recommendation to support real life needs (pp. 18–23). https://doi.org/10.1007/978-3-030-78270-2_3
Agustina, L., Meyliana, M., & Hanny, H. (2022). Constructing CSR student self-consciousness through university social responsibility implementation: Evidence in Indonesia. Social Responsibility Journal, 19(5), 885–905. https://doi.org/10.1108/srj-05-2020-0170
Alkhaldi, A. A., Ozdemir, E. A., & Alhasan, R. F. (2022). ESP creative writing from engineering students’ perspectives: A case study. International Journal of English Language and Literature Studies, 11(3), 136–146. https://doi.org/10.55493/5019.v11i3.4613
Alsariera, A. H., & Alsaraireh, M. Y. (2024). Advancing EFL writing proficiency in Jordan: Addressing challenges and embedding progressive strategies. International Journal of Arabic-English Studies. https://doi.org/10.33806/ijaes.v24i2.664
Assassi, T. (2025). ESP practitioners’ perspectives on the efficiency of using artificial intelligence ‘ChatGPT’ in needs analysis. Computer Assisted Language Learning, 1–32. https://doi.org/10.1080/09588221.2024.2428943
Bai, B., Zang, X., & Guo, W. (2024). Hong Kong students’ motivational beliefs and emotions in collaborative learning in ESL classrooms: Influences of actual and self-perceived English proficiency. Social Psychology of Education, 28(1). https://doi.org/10.1007/s11218-024-10011-7
Baker, W., & Fang, F. (2022). Intercultural citizenship and the internationalisation of higher education: The role of English language teaching. Journal of English as a Lingua Franca, 11(1), 63–75. https://doi.org/10.1515/jelf-2022-2067
Basturkmen, H. (2022). Current trends in ESP research in the Asia Pacific region. World Englishes, 41(4), 512–522. https://doi.org/10.1111/weng.12601
Basturkmen, H. (2024). Learning a specialized register: An English for Specific Purposes research agenda. Language Teaching. https://doi.org/10.1017/s0261444823000472
Bezborodova, A., & Radjabzade, S. (2021). English in higher education in the Kyrgyz Republic, Tajikistan, and Uzbekistan. World Englishes. https://doi.org/10.1111/WENG.12556
Bi, J., Javadi, M., & Izadpanah, S. (2023). The comparison of the effect of two methods of face-to-face and E-learning education on learning, retention, and interest in English language course. Education and Information Technologies, 1–26. https://doi.org/10.1007/s10639-023-11743-3
Carvalho, C., & Almeida, A. C. (2022). The adequacy of accounting education in the development of transversal skills needed to meet market demands. Sustainability, 14(10), 5755. https://doi.org/10.3390/su14105755
Chen, H. P., & Shu, D. (2024). Exploring English self-concept and investment of successful EFL learners from a Chinese secondary school. Studies in Second Language Learning and Teaching. https://doi.org/10.14746/ssllt.31971
Chieng, F., Goi, C. L., Ho, J. D., & Yip, K. Y. (2024). Beyond the academic curriculum: Embedding a career management program to improve the employability of business students. Journal of Education and Training. https://doi.org/10.1108/et-01-2024-0009
Chung, E., Fung, D., & Wan, A. (2025). Learner beliefs about vocabulary teaching in secondary ESL classrooms: A proficiency and grade-level analysis. International Review of Applied Linguistics in Language Teaching. https://doi.org/10.1515/iral-2024-0186
Chung, E., Wan, A., & Fung, D. (2024). Understanding academic vocabulary learning in higher education: Perspectives from first‐year undergraduates in Hong Kong. International Journal of Applied Linguistics. https://doi.org/10.1111/ijal.12576
Coleman, H., Ahmad, N., Hadisantosa, N., Kuchah, K., Lamb, M., & Waskita, D. (2023). Common sense and resistance: EMI policy and practice in Indonesian universities. Current Issues in Language Planning, 1–22. https://doi.org/10.1080/14664208.2023.2205792
Correa, D., & Montoya-López, J. C. (2025). Academic English needs and practices of faculty and students at a public university in Medellín, Colombia. Ikala, Revista de Lenguaje y Cultura. https://doi.org/10.17533/udea.ikala.358410
Curle, S., Rose, H., & Yuksel, D. (2024). English medium instruction in emerging contexts: An editorial introduction to the special issue. System. https://doi.org/10.1016/j.system.2024.103262
Dafouz, E. (2025). Empowering minds: The role of disciplinary literacies in English-medium internationalised universities. Language Teaching, 1–14. https://doi.org/10.1017/s026144482400048x
Deshpande, S., Vijayalakshmi, A., Samal, A., Kotehal, P. U., Kumar, C. K., & Muthukrishnan, B. (2024). The role of effective communication in leadership: A comparative analysis of English language skills and management strategies. Evolutionary Studies in Imaginative Culture, 1434–1441. https://doi.org/10.70082/esiculture.vi.1513
Diez-Busto, E., Cobo, E. P., San-Martín, P., & del Corte, J. M. (2023). Developing accounting students’ professional competencies and satisfaction through learning experiences: Validation of a self-administered questionnaire. The International Journal of Management Education, 21(3), 100859. https://doi.org/10.1016/j.ijme.2023.100859
Domke, L. M., & Cerrato, M. A. (2024). Integrating content and language instruction for multilingual learners: A systematic review across program types. Review of Educational Research. https://doi.org/10.3102/00346543241298667
Ferguson‐Sams, N., Howell, E. L., Kaminski, R., Gazioglu, M., & Pennington, V. (2025). Multilingual voices: Transforming professional development based on student perceptions of literacy learning. TESOL Journal, 16(1). https://doi.org/10.1002/tesj.70005
Gardiner, I. A. (2023). Academic language-related challenges, self-reported proficiency, and academic success at an EMI university in Brunei. Asian Englishes, 1–21. https://doi.org/10.1080/13488678.2023.2179958
Ghavamnia, M., & Kashkouli, Z. (2022). Motivation, engagement, strategy use, and L2 reading proficiency in Iranian EFL learners: An investigation of relations and predictability. Reading Psychology, 43(7), 423–441. https://doi.org/10.1080/02702711.2022.2113943
Gong, S. (2024). A diversified teaching model of business English in multimodal perspective. Applied Mathematics and Nonlinear Sciences. https://doi.org/10.2478/amns-2024-1247
Hinshelwood, R. D. (2022). A model to support the equitable development of academic literacy in institutions of higher education. Journal of Further and Higher Education, 46(8), 1054–1065. https://doi.org/10.1080/0309877x.2022.2044019
Huang, J. C. (2024). Unveiling EFL graduate students’ EAP needs and perceptions of EAP courses: A large-scale survey in Taiwan. Journal of English for Academic Purposes. https://doi.org/10.1016/j.jeap.2024.101348
Hutchings, G. (2024). Reducing public speaking anxiety in accounting students: A guided mastery approach to developing self-efficacy. Accounting Education, 1–33. https://doi.org/10.1080/09639284.2024.2428625
Hyland, K. (2022). English for Specific Purposes: What is it and where is it taking us? ESP Today, 10(2), 202–220. https://doi.org/10.18485/esptoday.2022.10.2.1
Irsyadillah, I., Lasyoud, A. A., Arafat, I., & ElKelish, W. W. (2023). The imperialism-education nexus in the context of contemporary globalisation: The accounting textbooks adopted in Indonesia. Globalisation, Societies and Education, 1–16. https://doi.org/10.1080/14767724.2023.2247339
Jiang, L., Zhou, N., Gu, M. M., & Li, X. (2024). Exploring student motivation and engagement in EMI: A latent profile analysis. Language and Education. https://doi.org/10.1080/09500782.2024.2311146
Karakuş, İ. (2025). International students’ experiences on speaking and writing skills in language learning processes in higher education. PLOS ONE, 20(8), e0329331. https://doi.org/10.1371/journal.pone.0329331
Kim, E. (2025). AI-assisted English learning: A tool for all or only a select few? Language Learning & Technology, 29(1), 1. https://doi.org/10.64152/10125/73633
Kim, M. (2022). A personalised autonomous model to resolve a prolonged dilemma in international students’ English language needs in higher education. Higher Education Research & Development, 42, 603–618. https://doi.org/10.1080/07294360.2022.2105823
Lee, J. S. J., & Xie, Q. (2022). Profiling the affective characteristics of EFL learners’ digital informal learning: A person-centered approach. Innovation in Language Learning and Teaching, 17(3), 552–566. https://doi.org/10.1080/17501229.2022.2085713
Lee, J. Y. (2023). Language learning strategies used by EFL students: Does their digital fluency matter? Language Teaching Research. https://doi.org/10.1177/13621688231166881
Lin, C., Zhou, K., Jin, F., & Cheung, W. M. (2024). More is not always better? Vocabulary learning strategies instruction in online environment. Interactive Learning Environments. https://doi.org/10.1080/10494820.2024.2324333
Liu, X., & Hamid, M. O. (2024). “English is important, but perfect English is not”: The disjuncture between the IELTS and language experiences from the perspectives of international students in Australia. International Journal of Applied Linguistics. https://doi.org/10.1111/ijal.12633
Liu, Y., Park, J., & McMinn, S. (2024). Using generative artificial intelligence/ChatGPT for academic communication: Students’ perspectives. International Journal of Applied Linguistics. https://doi.org/10.1111/ijal.12574
Luo, S., & Gan, Z. (2023). Use of motivational regulation strategies and its relations to motivational beliefs in a college English course context. Language Teaching Research. https://doi.org/10.1177/13621688231217095
Martín-González, D., & Chaves-Yuste, B. (2024). From English for General Purposes to English for Specific Purposes: The role of motivation in higher education in Spain. ESP Today. https://doi.org/10.18485/esptoday.2024.12.1.2
Monroy, S. (2024). Mediación lingüística y cultural en el contexto de la movilidad académica internacional: Una revisión sistemática. Ikala, Revista de Lenguaje y Cultura, 29(3). https://doi.org/10.17533/udea.ikala.356538
Mulyadi, D., Singh, C. K. S., Setiawan, A., & Prasetyanti, D. C. (2023). Technology-enhanced task-based language teaching toward their self-directed language learning: ESP learners’ views. Studies in English Language and Education, 10(3). https://doi.org/10.24815/siele.v10i3.27910
Nguyen, H.-A. T., Chik, A., Woodcock, S., & Ehrich, J. (2024). Language learning beyond the classrooms: Experiences of Vietnamese English major and non-English major students. System. https://doi.org/10.1016/j.system.2024.103232
Paisey, C., Flanagan, C., Bradley, L., McCallum, S., & Zou, Y. (2024). Listen up! Listening skills in accounting education: Gaps and proposed new research and teaching agendas. Accounting Education. https://doi.org/10.1080/09639284.2023.2301382
Parween, S., Kumuja, V. T., Jameer, R., & Duvvuri, A. (2024). Navigating the complexities of domain specific English: Analyzing the influence of digital media on the metacognitive and linguistic competence of management students. Evolutionary Studies in Imaginative Culture, 1044–1052. https://doi.org/10.70082/esiculture.vi.1260
Perea, J. G. Á. de, & Ramírez-García, C. (2024). Students’ performance and English as a medium of instruction: Do students learn less? Language Teaching Research. https://doi.org/10.1177/13621688241270797
Priyougie, P., Hag, A., & Rusniati, R. (2024). Factors influencing the interest of prospective students in choosing the D3 accounting program at Politeknik Negeri Banjarmasin. International Journal of Educational Research, 1(4). https://doi.org/10.62951/ijer.v1i4.47
Pun, J., Fu, X., & Cheung, K. K. C. (2023). Language challenges and coping strategies in English medium instruction (EMI) science classrooms: A critical review of literature. Studies in Science Education, 1–32. https://doi.org/10.1080/03057267.2023.2188704
Pun, J., & Jin, X. (2021). Student challenges and learning strategies at Hong Kong EMI universities. PLOS ONE, 16(5). https://doi.org/10.1371/JOURNAL.PONE.0251564
Qiu, X., Zhang, T., & Dong, S. (2024). Self-regulated strategy instruction: Insights from ESP teachers at a Chinese university and vocational college. System. https://doi.org/10.1016/j.system.2023.103188
Rahmanu, I. W. E. D., & Molnár, G. (2024). Multimodal immersion in English language learning in higher education: A systematic review. Heliyon, 10(19), e38357. https://doi.org/10.1016/j.heliyon.2024.e38357
Sèna, H. U. O. (2022). Appraising the challenges related to the teaching of ESP to advanced learners in Beninese higher education. The Journal of English Language and Literature, 9(1), 118–136. https://doi.org/10.54513/joell.2022.9114
Shanavas, S. P., Singh, S., & Vargheese, K. J. (2024). Teaching English for Specific Purposes in tertiary contexts: Navigating education and assessment challenges. Changing English. https://doi.org/10.1080/1358684x.2024.2309992
Shi, H. (2021). Self-directed learning for nonnative English-speaking graduate students across disciplines: Translanguaging practices and perspectives. Journal of International Students, 11(1), 195–215. https://doi.org/10.32674/jis.v11i1.1901
Shurovi, M., Yahaya, M. F., Hajimia, H., & Hasan, M. K. (2024). Five decades of achievement motivation research in ELT: A systematic literature review. Malaysian Journal of Learning & Instruction, 21(1). https://doi.org/10.32890/mjli2024.21.1.10
Souzandehfar, M., & Ibrahim, K. A. A.-A. (2023). Task-supported language instruction in an EFL context: Impacts on academic buoyancy, self-esteem, creativity, and language achievement. Asian-Pacific Journal of Second and Foreign Language Education, 8. https://doi.org/10.1186/s40862-023-00218-0
Stegall, J. (2021). Peaks and valleys: The lived experiences of international students within an English immersion program using the integrated skills approach. Journal of International Students, 11(3), 723–741. https://doi.org/10.32674/jis.v11i3.2395
Tai, K. W. H., & Zhao, Y. (2022). Success factors for English as a second language university students’ attainment in academic English language proficiency: Exploring the roles of secondary school medium-of-instruction, motivation and language learning strategies. Applied Linguistics Review. https://doi.org/10.1515/applirev-2022-0049
Tetzlaff, L., Edelsbrunner, P., Schmitterer, A., Hartmann, U., & Brod, G. (2023). Modeling interactions between multivariate learner characteristics and interventions: A person-centered approach. Educational Psychology Review, 35, 1–31. https://doi.org/10.1007/s10648-023-09830-5
Thao, L. T., & Thuy, P. T. (2024). Navigating new horizons: Vietnamese English-major graduates in non-traditional careers. TESL-EJ, 27(4). https://doi.org/10.55593/ej.27108a9
Tsai, S.-C. (2022). Learning with mobile augmented reality- and automatic speech recognition-based materials for English listening and speaking skills: Effectiveness and perceptions of non-English major EFL students. Journal of Educational Computing Research, 61, 444–465. https://doi.org/10.1177/07356331221111203
Twyford, E. J., & Dean, B. A. (2023). Inviting students to talk the talk: Developing employability skills in accounting education through industry-led experiences. Accounting Education, 1–23. https://doi.org/10.1080/09639284.2023.2191288
Umar, M., & Olowo, R. (2023). Issues in teaching and learning accounting among students who use English as a second language. Accounting Education, 1–24. https://doi.org/10.1080/09639284.2023.2219655
Vajirakachorn, P., Ratasuk, A., & Anuwong, K. (2023). Determinants of English language proficiency: A multifaceted analysis. Emerging Science Journal. https://doi.org/10.28991/esj-2023-sied2-020
Wang, H.-C., Schultz, J. L., & Huang, Z. (2023). English language proficiency, prior knowledge, and student success in an international Chinese accounting program. Heliyon, 9, e18596. https://doi.org/10.1016/j.heliyon.2023.e18596
Wang, X., Feng, Y., Xu, Y., & Liu, H. (2025). Do residential areas matter? Exploring the differences in motivational factors, motivation, and learning behaviors among urban high school English learners from different regions. Education and Urban Society. https://doi.org/10.1177/00131245251314194
Wilkin, C. (2021). Developing critical reflection: An integrated approach. The British Accounting Review, 101043. https://doi.org/10.1016/j.bar.2021.101043
Yung, K.-W.-H., & Fong, N. (2024). Revamping an English for specific academic purposes course for problem-based learning: Reflections from course developers. Journal of English for Academic Purposes. https://doi.org/10.1016/j.jeap.2024.101386
Zakarneh, B. M. (2022). Tuning learning and teaching strategies to individual differences among learners of English in Arab universities. International Journal of English Language and Literature Studies, 11(1), 31–41. https://doi.org/10.18488/5019.v11i1.4419
Zhan, Y., Jiang, Y., Wan, Z. H., & Guo, J. J. (2021). Is there an “expectancy × value” effect? Investigating the impact of self-efficacy and learning motives on Chinese undergraduates’ use of deep language learning strategies. Asia-Pacific Education Researcher, 30(1), 83–94. https://doi.org/10.1007/S40299-020-00516-Y
Zhang, C., Meng, Y., & Su, Y. (2024). Profiles of the future L2 selves in foreign language learning: Associations with emotions, willingness to communicate, and personality traits. International Journal of Applied Linguistics. https://doi.org/10.1111/ijal.12663
Zhang, L., & Shi, C. (2025). Recommendations for big data-driven English learning behavior analysis and personalized teaching strategy. Applied Mathematics and Nonlinear Sciences. https://doi.org/10.2478/amns-2025-1031
Zhang, Y. (2023). Examining the impacts of learner backgrounds, proficiency level, and the use of digital devices on informal digital learning of English: An explanatory mixed-method study. Computer Assisted Language Learning. https://doi.org/10.1080/09588221.2023.2267627
Zhou, S., Fung, D., & Thomas, N. (2023). Towards deeper learning in EMI lectures: The role of English proficiency and motivation in students’ deep processing of content knowledge. Journal of Multilingual and Multicultural Development. https://doi.org/10.1080/01434632.2023.2248078
Downloads
Published
Issue
Section
Citation Check
License
Copyright (c) 2026 LaOde Achmad Suherman, Sofyan Sukwara Akfan, Aswiro Hasan, Nurhadi Hamka, Wa Ode Riniati

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See the Effect of Open Access)

