YouTube Content Production for Arabic Language Learning: Cross-National Study
DOI:
https://doi.org/10.58524/oler.v6i1.982Keywords:
Arabic language learning, Cross-national study, Digital pedagogy, Learner autonomy, YouTube contentAbstract
This study employs a mixed-methods approach to examine the pedagogical value of learner-generated YouTube videos in Arabic language instruction in Islamic senior secondary schools across Malaysia and Indonesia. The study involved 240 non-native Arabic learners, with 120 participants from each country, and investigated the impact of video production on Arabic language proficiency, learner autonomy, and digital literacy over a sixteen-week period. Quantitative data were collected through standardized pre–post proficiency tests, autonomy and digital literacy scales, while multimodal content analysis was conducted on 240 purposively selected videos from a validated corpus of 600 YouTube uploads that followed structured production cycles. The findings revealed statistically significant improvements in overall Arabic language proficiency in Malaysia (d = 0.86) and Indonesia (d = 0.76), with particularly strong gains in speaking skills in Malaysia (d = 1.04) and Indonesia (d = 0.94). Learner autonomy and digital literacy competencies also showed significant improvement. Regression analysis indicated that production frequency and participation in feedback processes significantly predicted improvements in speaking proficiency and learner autonomy. The content analysis identified cultural vlogs, language tutorials, and narrative storytelling as the dominant genres, reflecting sociocultural influences across contexts. The study proposes a data-informed model of digital content creation integrating sociocultural interaction, multiliteracies, and self-regulated learning in Arabic CALL contexts
References
Abdel-Malek, M. (2023). Arabic genre pedagogy: Teaching, learning, and assessing in context (1st edn). Routledge. https://doi.org/10.4324/9781003193265
Abu-Rabiah, E. (2025). Effects of idioms on teacher ratings of L2 writing quality and lexical diversity, and assessment challenges. LLT Journal: A Journal on Language and Language Teaching, 28(2), 882–901. https://doi.org/10.24071/llt.v28i2.12112
Adimayuda, R., Suhandi, A., Samsudin, A., Suhendi, E., Setiawan, A., & Fratiwi, N. J. (2025). Breaking misconceptions: Technology-integrated MORE model for meaningful learning of momentum and impulse. Online Learning In Educational Research (OLER), 5(1), 25–40. https://doi.org/10.58524/oler.v5i1.606
Ahmadi, A., Ilmiani, A. M., Febrianta, R., & Daud, M. (2024). Optimising Arabic language learning management: Digitalisation efforts. Al-Ta’rib : Jurnal Ilmiah Program Studi Pendidikan Bahasa Arab IAIN Palangka Raya, 12(1), 215–228. https://doi.org/10.23971/altarib.v12i1.8325
Al-Abdullatif, A. M., & Alsubaie, M. A. (2022). Using digital learning platforms for teaching Arabic literacy: A post-pandemic mobile learning scenario in Saudi Arabia. Sustainability, 14(19), 11868. https://doi.org/10.3390/su141911868
Alasmari, T. (2025). Artificial intelligence and m-learning in Arabic countries: Innovations, trends, and regional perspectives. International Journal of Interactive Mobile Technologies (iJIM), 19(05), 170–194. https://doi.org/10.3991/ijim.v19i05.52735
Albarqi, G. (2025). Speech fluency among L1 Arabic elementary and intermediate learners of English as a foreign language. International Review of Applied Linguistics in Language Teaching. https://doi.org/10.1515/iral-2024-0176
Al-Mallahma, M. S. I. (2025). Technological advancements in Arabic language pedagogy: Bridging the gap between tradition and innovation. In A. M. A. Musleh Al-Sartawi, A. I. Nour, & I. Abdeljawad (Eds), Business resilience and business innovation for sustainability (Vol. 587, pp. 2855–2868). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-87584-7_209
Arisandi, Y., & Habib, M. T. (2025). Optimizing YouTube for interactive arabic learning in pesantren: Effective content creation strategies. International Journal of Arabic Language Teaching, 7(02), 239–254. https://doi.org/10.32332/ijalt.v7i02.10363
Arkan, Z. (2026). Evaluation of listening activities in Arabic language teaching textbooks used in Turkey in light of the CEFR criteria. Asian-Pacific Journal of Second and Foreign Language Education, 11(1), 10. https://doi.org/10.1186/s40862-025-00366-5
Bahy, M. B. A., Ainin, Moh., Rosyidi, A. W., Rahman, A., Syaifullah, M., & Naf’an, A. W. (2024). Digitalization of Arabic language textbook based on communicative learning to improve the linguistic competence of Madrasah Tsanawiyah students. An Nabighoh, 26(1), 67–78. https://doi.org/10.32332/annabighoh.v26i1.67-78
Boulaares, D. (2025). Cultural immersion and advanced L2 Arabic speaking: A CEFR-aligned quasi-experimental study. Traduction et Langues, 24(2), 104–135. https://doi.org/10.52919/translang.v24i02.1053
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Campbell, R., Goodman-Williams, R., Feeney, H., & Fehler-Cabral, G. (2020). Assessing triangulation across methodologies, methods, and stakeholder groups: The joys, woes, and politics of interpreting convergent and divergent data. American Journal of Evaluation, 41(1), 125–144. https://doi.org/10.1177/1098214018804195
Chen, A., Zhang, Y., Jia, J., Liang, M., Cha, Y., & Lim, C. P. (2025). A systematic review and meta‐analysis of AI ‐enabled assessment in language learning: Design, implementation, and effectiveness. Journal of Computer Assisted Learning, 41(1), e13064. https://doi.org/10.1111/jcal.13064
Chen, L., & Liu, C. (2025). Critical learner autonomy in the digital language learning context. TESOL Journal, 16(1), e906. https://doi.org/10.1002/tesj.906
Chiu, T. K. F. (2024). Future research recommendations for transforming higher education with generative AI. Computers and Education: Artificial Intelligence, 6, 100197. https://doi.org/10.1016/j.caeai.2023.100197
Chong, S. W., & Reinders, H. (2025). Autonomy of English language learners: A scoping review of research and practice. Language Teaching Research, 29(2), 607–632. https://doi.org/10.1177/13621688221075812
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd edn). Routledge. https://doi.org/10.4324/9780203771587
Creswell, J. W., & Clark, V. L. P. (2017). Designing and conducting mixed methods research. SAGE Publications.
Ghani, M. T. A., Hamzah, M., Wan Daud, W. A. A., & Muhamad Romli, T. R. (2022). The impact of mobile digital game in learning Arabic language at tertiary level. Contemporary Educational Technology, 14(1), ep344. https://doi.org/10.30935/cedtech/11480
Gu, B., Siraj, S. B., & Ismail, Z. B. (2025). The effectiveness of a digital literacy-integrated syllabus for Arabic-speaking courses in teacher education universities in China. Journal of Curriculum and Teaching, 14(1), 202. https://doi.org/10.5430/jct.v14n1p202
Habib, M. T. (2025). Classroom action research on digital interactive learning for Arabic speaking development in islamic junior high schools. Al-Muhawaroh: Jurnal Pendidikan Bahasa Arab, 1(1), 12–22. https://doi.org/10.38073/almuhawaroh.v1i1.2495
Hamid, M. O. (2025). Pedagogy as bountiful giving: L2 Arabic for adult learners beyond formal education. Language Teaching Research, 13621688251394494. https://doi.org/10.1177/13621688251394494
Haq, A. Z., Akmansyah, M., Erlina, E., & Koderi, K. (2024). Technology integration in arabic language learning: A literature review on the effectiveness of e-learning and mobile applications. Journal of Research in Instructional, 4(2). https://doi.org/10.30862/jri.v4i2.473
Jao, C.-Y., Fu, J. S., & Yeh, H.-C. (2025). Exploring students’ perceived benefits of multimodal content creation with social robots in language learning. Interactive Learning Environments, 1–14. https://doi.org/10.1080/10494820.2025.2498538
Khusnadin, M. H., Mandaka, D. A. P., Fadhlurrahman, Z., Anwar, Z., & Safrudin, R. (2025). The research on technology in Arabic language learning: A bibliometric analysis (1993-2024). LINGUA: Jurnal Bahasa, Sastra, Dan Pengajarannya, 21(2), 309–324. https://doi.org/10.30957/lingua.v21i2.1045
Li, Y., Zhou, X., Yin, H., & Chiu, T. K. F. (2025). Design language learning with artificial intelligence (AI) chatbots based on activity theory from a systematic review. Smart Learning Environments, 12(1), 24. https://doi.org/10.1186/s40561-025-00379-0
Liang, J.-C., Hwang, G.-J., Chen, M.-R. A., & Darmawansah, D. (2023). Roles and research foci of artificial intelligence in language education: An integrated bibliographic analysis and systematic review approach. Interactive Learning Environments, 31(7), 4270–4296. https://doi.org/10.1080/10494820.2021.1958348
Lim, F. V., Towndrow, P. A., & Tan, J. M. (2021). Unpacking the teachers’ multimodal pedagogies in the primary English language classroom in Singapore. RELC Journal, 54(3), 729–743. https://doi.org/10.1177/00336882211011783
Liu, L., Li, W., Morris, S., & Zhuang, M. (2023). Knowledge-based features for speech analysis and classification: Pronunciation diagnoses. Electronics, 12(9), 2055. https://doi.org/10.3390/electronics12092055
Mahmudi, I., Putri, S. F., Islami, D. F., Nabila, K., & Azizah, R. N. (2025). Arabic vocabulary test standars for beginners according to Common European Framework of Reference for Languages (CEFR). Arabiyat : Jurnal Pendidikan Bahasa Arab Dan Kebahasaaraban, 12(2), 157–172. https://doi.org/10.15408/a.v12i2.47096
Maryam, S., Sutaman, S., Huda, M., Rasyid, M., & Dissanayake, B. Y. (2025). Student engagement with the Arabic language on social media: A media exposure approach to language learning. Izdihar : Journal of Arabic Language Teaching, Linguistics, and Literature, 8(1), 87–104. https://doi.org/10.22219/jiz.v8i1.36201
Morales, U., Lopez, V., Joanan, S., & Julia, H. (2023). Artificial intelligence as a support for Arabic language learning in higher education with VOSviewer analysis. Journal International Inspire Education Technology, 1(3), 25–37. https://doi.org/10.55849/jiiet.v1i3.207
Munapi, M., Abdurrahman, M. F., Ibad, M. I., & Mubarak, F. (2025). Integrating technology in remote Arabic language education: Opportunities and challenges. Al-Muhawaroh: Jurnal Pendidikan Bahasa Arab, 1(1), 36–46. https://doi.org/10.38073/almuhawaroh.v1i1.2645
Nuangchalerm, P. (2025). Optimization of teachers ’ digital competence in the development of wordwall as interactive learning platform. Interdisciplinary Journal of Pedagogy and Research in Media Technology, 01(01), 1–10. https://doi.org/10.64268/inspire.v1i1.1
Omar, S., Shaharuddin, W. Y. W., Azim, N. A. F. A., Nawi, N. S. M., Zaini, N., & Syahfutra, W. (2021). Academic motivation in English online classes: A comparative study of Universities in Malaysia and Indonesia. Indonesian Journal of Applied Linguistics, 11(2). https://doi.org/10.17509/ijal.v11i2.34538
Pellas, N. (2025). Effects of generative AI feedback and interactive video assessment on student learning achievement in philological content creation courses. Journal of Educational Computing Research, 07356331251372800. https://doi.org/10.1177/07356331251372800
Ramadhan, G., Rahmawati, R., Hadi, S., & Gustian, N. (2025). Designing an innovative digital learning material for Arabic vocabulary in Madrasah Tsanawiyyah. An Nabighoh, 27(2), 323–342. https://doi.org/10.32332/an-nabighoh.v27i2.323-342
Riadi, B., Fuad, M., Yulianti, D., & Firdaus, R. (2024). Social, Cognitive, Teaching, and Technology Presence in Blended Inquiry Learning: A Higher Education Study. Online Learning In Educational Research (OLER), 4(2), 143–155. https://doi.org/10.58524/oler.v4i2.507
Saad, R., Baharudin, H., & Nik Yusoff, N. M. R. (2025). The use of digital teaching tools to support Arabic speaking skills in secondary school: A systematic literature review. Educational Process International Journal, 17(1). https://doi.org/10.22521/edupij.2025.17.404
Samah, R. B., Rosni, N. B., Isahak, A. B., & El Saeid, H. A. (2026). The preferred strategies among high-achieving students in Malaysian religious secondary schools for learning the Arabic language. Ijaz Arabi Journal of Arabic Learning, 8(3). https://doi.org/10.18860/ijazarabi.v8i3.34752
Sukmayadi, V., & Yahya, A. H. (2020). Indonesian education landscape and the 21st century challenges. Journal of Social Studies Education Research, 11(4), 219–234.
Surya, J., Suryani, Y., & Saregar, A. (2022). Physics vlogs learning videos on parabolic motion on youtube channels based on scientific approach. Online Learning In Educational Research (OLER), 2(1), 19–29. https://doi.org/10.58524/oler.v2i1.108
Yassin, B. (2024). Enhancing English as a foreign language learning in Saudi Arabia: The academic contribution of YouTube in EFL learning and cultural awareness. Frontiers in Education, 9, 1451504. https://doi.org/10.3389/feduc.2024.1451504
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