Mobile-Assisted Vocabulary Learning through Duolingo: Insights from Indonesian University Students across Disciplines

  • Rina Puspitasari Universitas Muhammadiyah Jakarta
  • Muhammad Reza Ramadhan Universitas Muhammadyah Jakarta
  • Ahmad Fadli Universitas Muhammadyah Jakarta
  • Siti Nurhaliza Universitas Muhammadyah Jakarta
Keywords: Academic Disciplines, Applied Linguistics, Language Learning Strategies, Mobile-Assisted Language Learning, Vocabulary Acquisition

Abstract

This study investigates how students from different academic disciplines experience vocabulary learning through Duolingo, a mobile-assisted language learning (MALL) application. Unlike previous research that predominantly focuses on quantitative outcomes, this study foregrounds individual learning experiences and disciplinary variations among Indonesian university students, a context rarely explored in international scholarship. Using a qualitative multiple case study design, data were collected from ten students at Universitas Muhammadiyah Jakarta across five disciplines: Automotive and Heavy Equipment Engineering, Social Welfare, Communication, Primary School Teacher Education, and two postgraduate programs (Hospital Administration and Educational Technology). Data sources included four-week usage observations, activity logs, in-depth interviews, and reflective journals, analyzed thematically and comparatively across cases. Findings indicate that disciplinary background shapes engagement patterns and learning strategies. Engineering students display instrumental and goal-oriented behaviors, social science students engage interactively with gamified features, teacher education students integrate pedagogical perspectives, and postgraduate learners employ metacognitive strategies. Shared challenges include sustaining motivation, contextual limitations of vocabulary, and technical constraints. Overall, Duolingo enhances learner autonomy and provides flexible, personalized support that complements formal instruction. This study contributes to applied linguistics and educational technology by highlighting the role of disciplinary contexts in shaping MALL experiences and offering insights for curriculum design and language policy.

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References

Afifi, N. (2021). Exploring the use of grammatical metaphor in Indonesian EFL learners’ academic writing. Indonesian Journal of Applied Linguistics, 10(3), 719–731. https://doi.org/10.17509/ijal.v10i3.31759
Alek, A., Marzuki, A. G., Hidayat, D. N., & Fauzji, F. (2022). The Discourse Structure and Linguistic Features of Research Articles and Thesis Abstracts in English by Indonesian Academics. JELITA: Journal of Education, Language Innovation, and Applied Linguistics, 1(1), 37–44. https://doi.org/10.37058/jelita.v1i1.3940
Alhojailan, A. I. (2021). Developing an Understanding of The Sources of Some Graduate Students’ Perceptions of Academic Writing. Indonesian Journal of Applied Linguistics, 11(2), 281–291. https://doi.org/10.17509/ijal.v11i2.34265
Allan, G. (2020). Qualitative Research. In Handbook for Research Students in the Social Sciences (pp. 177–189). Routledge. https://doi.org/10.4324/9781003070993-18
Andriani, M., Udasmoro, W., Salsano, R., & Hardini, T. I. (2022). Stymie patterns: The case of French-language learning in Indonesian universities. Indonesian Journal of Applied Linguistics, 12(1), 180–189. https://doi.org/10.17509/ijal.v12i1.46548
Arsai, A. N., & Arsai, A. F. W. (2024). Tracing Interlanguage through Grammatical Errors: An Analysis of Indonesian–English Translation by Junior High School Students. Jurnal Tahuri, 21(1), 69–83. https://doi.org/10.30598/tahurivol21issue1page69-83
Arsyad, S., & Zainil, Y. (2023). Research gap strategies in article introductions of different rank applied linguistics journals. Studies in English Language and Education, 10(1), 216–234. https://doi.org/10.24815/siele.v10i1.25302
Coleman, M. L., Ragan, M., & Dari, T. (2024). Intercoder Reliability for Use in Qualitative Research and Evaluation. Measurement and Evaluation in Counseling and Development, 57(2), 136–146. https://doi.org/10.1080/07481756.2024.2303715
Dardjito, H., Rolls, N., Setiawan, A., & Sumekto, D. R. (2023). Challenges in reading English academic texts for non-English major students of an Indonesian university. Studies in English Language and Education, 10(3), 1290–1308. https://doi.org/10.24815/siele.v10i3.29067
Dewi, C. S., Widyantoro, A., & Qamaria, R. S. (2025). Undergraduate Students’ Self-Regulated Learning in the Use of Mobile Assisted Language Learning (MALL). Journal of Education and Teaching (JET), 6(2), 463–481. https://doi.org/10.51454/jet.v6i2.526
Drobež, E., Rogelj, V., Bogataj, D., & Bogataj, M. (2021). Planning Digital Transformation of Care in Rural Areas. IFAC-PapersOnLine, 54(13), 750–755. https://doi.org/10.1016/j.ifacol.2021.10.542
Faozi, F. H., & Handayani, P. W. (2023). The Antecedents of Mobile-Assisted Language Learning Applications Continuance Intention. Electronic Journal of E-Learning, 21(4), 299–313. https://doi.org/10.34190/ejel.21.4.2744
Ferdinandus, M. S., & Simantuak, J. (2024). Interplay Between Reading Strategies and Comprehension Challenges in Academic Reading: Insights from Indonesian EFL Learners. Jurnal Tahuri, 21(1), 1–19. https://doi.org/10.30598/tahurivol21issue1page1-19
Figueiredo, S. (2023). The effect of mobile‐assisted learning in real language attainment: A systematic review. Journal of Computer Assisted Learning, 39(4), 1083–1102. https://doi.org/10.1111/jcal.12811
Firdaus, S. F., Soemantri, Y. S., & Yuliawati, S. (2021). A corpus-based study of self-mention markers in English research articles. International Journal of Language Teaching and Education, 5(2), 37–46. https://doi.org/10.22437/ijolte.v5i2.15695
Fitayanti, S., Husain, D., Alwolmabin, Z., & Nirigu, E. (2024). The Integration of Mobile-Assisted Language Learning (MALL) with Peer Tutoring Methods to Enhance Motivation and Engagement Among Management Students. English Review: Journal of English Education, 12(3), 897–910. https://doi.org/10.25134/erjee.v12i3.10700
Hadi, F. (2023). Exploring the Potential of Mobile Assisted Language Learning in Rural Area of Indonesian. International Conference on Computers in Education, 977–982. https://doi.org/10.58459/icce.2023.1492
Hartono, D. A., & Prima, S. A. B. (2021). The correlation between Indonesian university students’ receptive vocabulary knowledge and their reading comprehension level. Indonesian Journal of Applied Linguistics, 11(1), 21–29. https://doi.org/10.17509/ijal.v11i1.34590
Hendrikus, L., Tuhulele, Y., & Kora, M. (2024). Code-Mixing in Multilingual Digital Spaces: Linguistic Patterns among Ambonese Social Media Users. Jurnal Tahuri, 21(1), 20–35. https://doi.org/10.30598/tahurivol21issue1page20-35
Hidayat, F., Supangkat, S. H., & Hanafi, K. (2022). Digital Twin of Road and Bridge Construction Monitoring and Maintenance. 2022 IEEE International Smart Cities Conference (ISC2), 1–7. https://doi.org/10.1109/ISC255366.2022.9922473
Hidayati, D., Novianti, H., Khansa, M., Slamet, J., & Suryati, N. (2023). Effectiveness Project-Based Learning in ESP Class: Viewed from Indonesian Students‘ Learning Outcomes. International Journal of Information and Education Technology, 13(3), 558–565. https://doi.org/10.18178/ijiet.2023.13.3.1839
Jacquemet, M. (2019). Beyond the speech community: On belonging to a multilingual, diasporic, and digital social network. Language & Communication, 68(12), 46–56. https://doi.org/10.1016/j.langcom.2018.10.010
Kapoor, R., & Kapoor, K. (2021). The transition from traditional to digital marketing: a study of the evolution of e-marketing in the Indian hotel industry. Worldwide Hospitality and Tourism Themes, 13(2), 199–213. https://doi.org/10.1108/WHATT-10-2020-0124
Karimah, S. A., Zulianingrum, A., Zulha, H. F., Muhjaj, J. B., & Muzhaffar, D. N. (2025). Leveraging Mobile-Assisted Language Learning Technology to Boost English Listening Skills for Students at SMK Walisongo Jakarta. Community Empowerment, 10(7), 1586–1594. https://doi.org/10.31603/ce.13421
Kartika, S., Jaya, A., Hermansyah, H., Pratiwi, E., & Kartikasari, D. (2024). The Use of Mobile-Assisted Language Learning (MALL) Technology in English Class. Esteem Journal of English Education Study Programme, 7(1), 109–118. https://doi.org/10.31851/esteem.v7i1.12678
Katemba, C. V. (2021). Enhancing Vocabulary Performance Through Mobile Assisted Language Learning at a Rural School in Indonesia. Acuity: Journal of English Language Pedagogy, Literature and Culture, 6(1), 1–11. https://doi.org/10.35974/acuity.v6i1.2457
Khan, N. I. (2019). Case Study as a Method of Qualitative Research. In Qualitative techniques for workplace data analysis (pp. 170–196). IGI Global Scientific Publishing. https://doi.org/10.4018/978-1-5225-5366-3.ch008
Kurniawan, E., & Haerunisa, Z. F. (2023). A comparative study of lexical bundles in accepted and rejected applied linguistic research article introductions. Studies in English Language and Education, 10(2), 628–648. https://doi.org/10.24815/siele.v10i2.28119
Kurniawan, E., & Sabila, N. A. A. (2021). Another Look at the Rhetorical Moves and Linguistic Realizations in International and Indonesian Journal Articles: A Case of Tourism Research. Indonesian Journal of Applied Linguistics, 11(2), 318–329. https://doi.org/10.17509/ijal.v11i2.32055
Lee, D. (2023). Bibliometric analysis of Asian ‘language and linguistics’ research: A case of 13 countries. Humanities and Social Sciences Communications, 10(1), 379. https://doi.org/10.1057/s41599-023-01840-6
Lim, W. M. (2025). What Is Qualitative Research? An Overview and Guidelines. Australasian Marketing Journal, 33(2), 199–229. https://doi.org/10.1177/14413582241264619
Malage, G., & Watini, S. (2024). Building Confidence through Intrinsic Rewards: The ‘ASYIK’ Model in Early English Education. Jurnal Tahuri, 21(1), 54–68. https://doi.org/10.30598/tahurivol21issue1page54-68
Maspaitella, M., & Afdhal, A. (2024). Safeguarding Linguistic Heritage: Policy, Education, and Community-Based Strategies for the Development and Protection of Maluku’s Local Languages. Jurnal Tahuri, 21(1), 36–53. https://doi.org/10.30598/tahurivol21issue1page36-53
Mortazavi, M., Nasution, M. K. M., Abdolahzadeh, F., Behroozi, M., & Davarpanah, A. (2021). Sustainable Learning Environment by Mobile-Assisted Language Learning Methods on the Improvement of Productive and Receptive Foreign Language Skills: A Comparative Study for Asian Universities. Sustainability, 13(11), 6328. https://doi.org/10.3390/su13116328
Mustaffa, N. U. C., & Sailin, S. N. (2022). A Systematic Review of Mobile-Assisted Language Learning Research Trends and Practices in Malaysia. International Journal of Interactive Mobile Technologies (IJIM), 16(05), 169–198. https://doi.org/10.3991/ijim.v16i05.28129
Mutiaraningrum, I., & Nugroho, A. (2021). Smartphone-based mobile assisted language learning application in higher vocational education in Indonesia. JEES (Journal of English Educators Society), 6(1), 793. https://doi.org/10.21070/jees.v6i1.793
Naeem, M., Ozuem, W., Howell, K., & Ranfagni, S. (2024). Demystification and Actualisation of Data Saturation in Qualitative Research Through Thematic Analysis. International Journal of Qualitative Methods, 23(1), 1–13. https://doi.org/10.1177/16094069241229777
Nedungadi, P., Menon, R., Gutjahr, G., & Raman, R. (2024). Evaluating Holistic Education and Digital Learning model for advancing SDG4: a longitudinal mixed-effects modeling approach. Cogent Social Sciences, 10(1), 2299134. https://doi.org/10.1080/23311886.2023.2299134
Pratiwi, D. F., Julianti, R., Dewi Anggung, S., Ima, N., & Halim, N. M. (2024). Mobile Assisted Language Learning (MALL) to Enhance Students Speaking. ELS Journal on Interdisciplinary Studies in Humanities, 7(4), 545–555. https://doi.org/10.34050/els-jish.v7i4.41949
Pratiwi, S. A., & Firdaus, M. (2025). Effectiveness of Mobile-Assisted Language Learning on EFL Students’ Reading Comprehension. Global Expert: Jurnal Bahasa Dan Sastra, 13(1), 32–36. https://doi.org/10.36982/jge.v13i1.5426
Sabani, E., Sabilah, F., & Setyaningrum, R. W. (2025). Integrating mobile-assisted language learning (MALL) in teaching EFL: A study on senior high school teachers in Indonesia. English Learning Innovation, 6(2), 533–554. https://doi.org/10.22219/englie.v6i2.41682
Saddhono, K., Rohmadi, M., Setiawan, B., Suhita, R., Rakhmawati, A., Hastuti, S., & Islahuddin, I. (2023). Corpus Linguistics Use in Vocabulary Teaching Principle and ‎Technique Application: A Study of Indonesian Language for ‎Foreign Speakers. International Journal of Society, Culture & Language, 11(1), 231–245. https://doi.org/10.22034/ijscl.2022.1971972.2823
Salsinha, L. M. D. S., & Lukman, J. P. (2024). Library Digitalization and Modernization: Strategies for Utilizing E-Clipping to Enhance Services at The Digital Library of The Audit Board of The Republic of Indonesia (BPK RI) Bali Provincial Office. Baileo: Jurnal Sosial Humaniora, 2(2), 176–188. https://doi.org/10.30598/baileofisipvol2iss2pp176-188
Saputra, Y., Widodo, P., Andriyanti, E., Silvani, D., & Abdullah, F. (2023). perspectives of educational linguistics and applied linguistics. International Journal of Linguistics, Literature and Culture, 9(4), 182–190. https://doi.org/10.21744/ijllc.v9n4.2329
Selvi, A. F. (2025). The myopic focus on decoloniality in applied linguistics and English language education: citations and stolen subjectivities. Applied Linguistics Review, 16(1), 137–161. https://doi.org/10.1515/applirev-2024-0011
Sharabati, A.-A. A., Ali, A. A. A., Allahham, M. I., Hussein, A. A., Alheet, A. F., & Mohammad, A. S. (2024). The Impact of Digital Marketing on the Performance of SMEs: An Analytical Study in Light of Modern Digital Transformations. Sustainability, 16(19), 8667. https://doi.org/10.3390/su16198667
Solihin, S. (2021). Using Mobile-Assisted Language Learning (MALL) to Teach English in Indonesian Context: Opportunities and Challenges. VELES Voices of English Language Education Society, 5(2), 95–106. https://doi.org/10.29408/veles.v5i2.3150
Stanley, M. (2023). Qualitative Descriptive. In Qualitative Research Methodologies for Occupational Science and Occupational Therapy (pp. 52–67). Routledge. https://doi.org/10.4324/9781003456216-4
Subandowo, D., & Sárdi, C. (2023). Academic essay writing in an English medium instruction environment: Indonesian graduate students’ experiences at Hungarian universities. Ampersand, 11, 100158. https://doi.org/10.1016/j.amper.2023.100158
Suherman, L. O. A., Riniati, W. O., Akfan, S. S., Munirah, M., Utami, N. D., & Fitriani, F. (2025). Utilizing Mobile-Assisted Language Learning (Duolingo) to Foster Metacognitive Awareness and Self-Directed Learning in Non-English Major Students. ELS Journal on Interdisciplinary Studies in Humanities, 8(1), 235–244. https://doi.org/10.34050/els-jish.v8i1.43453
Vega, N. De, Basri, M., & Nur, S. (2023a). Exploring the Psychological Dimensions of Mobile-Assisted Language Learning (MALL) in English Language Education. Journal of Psychological Perspectives, 5(2), 97–106. https://doi.org/10.47679/jopp.526582023
Vega, N. De, Basri, M., & Nur, S. (2023b). Integrating mobile-assisted learning for a dynamic blended approach in higher education. Indonesian Journal of Electrical Engineering and Computer Science, 32(2), 819–827. https://doi.org/10.11591/ijeecs.v32.i2.pp819-827
Published
2025-08-25
How to Cite
Puspitasari, R., Ramadhan, M. R., Fadli, A., & Nurhaliza, S. (2025). Mobile-Assisted Vocabulary Learning through Duolingo: Insights from Indonesian University Students across Disciplines. Jurnal Tahuri, 22(2), 137-156. https://doi.org/10.30598/tahurivol22issue2page137-156
Section
Articles