Affective Strategies in Arabic-Indonesian Code-Mixing on TikTok: A Discourse Analysis of Microlearning Content on the @hayfaacademy Account

Authors

  • Dzihni Azka Sabila Arabic Language Education Study Program Faculty of Language and Literature Education Indonesia University of Education Bandung, Indonesia.
  • Asep Sopian Arabic Language Education Study Program Faculty of Language and Literature Education Indonesia University of Education Bandung, Indonesia.
  • Hikmah Maulani Arabic Language Education Study Program Faculty of Language and Literature Education Indonesia University of Education Bandung, Indonesia.
  • Hana Yulia Arabic Literature Study Program Faculty of Cultural Sciences Padjadjaran University, Indonesia.
  • Olivia Noufal Layla Fiqih Wa Ushul Program Faculty of Sharia and Islamic Studies Al Qasimia University, United Arab Emirates.

DOI:

https://doi.org/10.25217/mantiqutayr.v6i1.6946

Keywords:

Affective Strategy, Arabic Language, Code Mixing, Critical Discourse Analysis, TikTok Microlearning

Abstract

This study examines affective strategies expressed through Arabic-Indonesian code-mixing in Arabic microlearning content on TikTok. As an informal and participatory learning space, TikTok enables not only the delivery of instructional messages but also the creation of emotional, social, and cultural connections. This research aims to identify the types and roles of code mixing in videos from the @hayfaacademy account and analyze how these linguistic choices foster affective engagement between the creator and viewers. Using a qualitative approach with critical discourse analysis, the study explores macro structures of meaning, classifies forms of language mixing, and interprets viewers’ emotional involvement through the affective domain framework. The findings reveal that code mixing supports comprehension while strengthening interpersonal closeness, indicating its dual role as a linguistic and affective strategy within digital learning settings. Theoretically, this study contributes to discussions on affect in Arabic language learning, particularly within social media environments where emotions and meaning-making are intertwined. Practically, the results offer insights for educators and content creators on designing microlearning materials that are empathetic, culturally resonant, and accessible to diverse learners. Future studies may expand the scope by incorporating multimodal analysis and engaging participants from broader sociocultural backgrounds to deepen understanding of linguistic and affective dynamics in Arabic microlearning.

References

Aburqayiq, Mohammad Hussein, Asma, Abdel Rahman Mitib Altakhaineh, and Anas Hashem Alsariera. Code-Mixing between Arabic and English among Jordanians on Social Media. Cogent Social Sciences 11, no. 1 (2025): 128-153. DOI: https://doi.org/10.1080/23311886.2025.2491705

Afrianingsih, Baiq Intan, Naifah, Nur Laila Azizah, Siti Sanah, and Muhammad AthifAudl Ramadlan. “Characteristics of Arabic Language Learning in Indonesia Era 4.0”. Mantiqu Tayr: Journal of Arabic Language 5 1 (2025): 1-23. DOI: https://doi.org/10.25217/mantiqutayr.v5i1.5098

Alghuwainem, Ghanem. Navigating Bilingualism: Language, Power, and the Social Identity Construction of the First Saudi Elementary Students to Receive English Language Instruction. Ampersand 15 (December 1, 2025). DOI: https://doi.org/10.1016/j.amper.2025.100227

Alias, Nurul Fitriah, and Rafiza Abdul Razak. Exploring the Pedagogical Aspects of Microlearning in Educational Settings: A Systematic Literature Review. Malaysian Journal of Learning and Instruction 20, no. 2 (2023): 267–294. DOI: https://doi.org/10.32890/mjli2023.20.2.3

Alvarez, Carlos Lenin, Mónica R. Tamayo, and Jardel Coutinho dos Santos. Factors Influencing the Development of Speaking Skills among Ecuadorian EFL Learners: Teachers’ Perspectives. Indonesian Journal of Applied Linguistics 14, no. 2 (September 1, 2024): 319–331. DOI: https://doi.org/10.17509/ijal.v14i2.74889

Poplack, Shana, and James A. Walker. “Pieter Muysken, Bilingual Speech: A Typology of Code-Mixing. Cambridge: Cambridge University Press, 2000. Pp. Xvi+306.” Journal of Linguistics 39, no. 3 (2003): 678–83. DOI: https://doi.org/10.1017/S0022226703272297

Pieter Muysken. Bilingual Speech: A Typology of Code-Mixing. Cambridge: Cambridge University Press, 2000. https://books.google.co.id/books?id=lJI7qrIKmokC

Aslim, Moethya, Eliwarti Eliwarti, and Hadriana Hadriana. An Analysis of Code Mixing Used by Beauty Influencers in Tiktok IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature 12, no. 1 (2024): 89–97. DOI: https://doi.org/10.24256/ideas.v12i1.4336

Azir, Ince Dian Aprilyani. An Analysis of Code Mixing in Lazuardy Printing TikTok Account. Ethical Lingua 8, no. 2 (2021): 399-407. DOI: https://doi.org/10.30605/25409190.329

Azzahra, Annisa. Code Switching and Code Mixing in Modern Public Communication (Indonesian Sociolinguistic Analysis). International Journal of Current Science Research and Review 07, no. 06 (2024): 4076–4080. DOI: https://doi.org/10.47191/ijcsrr/v7-i6-58

Bowen, Glenn A. Document Analysis as a Qualitative Research Method. Qualitative Research Journal 9, no. 2 (2009): 27–40. DOI: https://doi.org/10.3316/QRJ0902027

Buchem, Ilona, and Henrike Hamelmann. Microlearning: A Strategy for Ongoing Professional Development. ELearning Papers 21, September 2010 (2010): 1–15. https://openeducationeuropa.eu/en/download/file/fid/19530

Carpenter, Jeffrey P., Scott A. Morrison, Catharyn C. Shelton, Nyree Clark, Sonal Patel, and Dani Toma-Harrold. How and Why Educators Use TikTok: Come for the Fun, Stay for the Learning? Teaching and Teacher Education 142 (May 1, 2024). DOI: https://doi.org/10.1016/j.tate.2024.104530

Conde-Caballero, David, Carlos A. Castillo-Sarmiento, Inmaculada Ballesteros-Yánez, Borja Rivero-Jiménez, and Lorenzo Mariano-Juárez. Microlearning through TikTok in Higher Education. An Evaluation of Uses and Potentials. Education and Information Technologies 29, no. 2 (February 1, 2024): 2365–2385. DOI: https://doi.org/10.1007/s10639-023-11904-4

Coombs, Philip H, Manzoor Ahmed. “Attacking Rural Poverty: How Nonformal Education Can Help.” A World Bank Research Publication, 1974.

Dariyadi, Moch. Wahib, Moh. Fauzan, and Miftahul Huda. Enhancing Arabic Language Learning with Microlearning: A Case Study of the Arabiyatuna YouTube Channel. Arabia: Jurnal Pendidikan Bahasa Arab 15, no. 2 (2023): 211–230. DOI: https://10.21043/arabia.v15i2.27976

Davidson, J, M M Smith, and L Bondi. Emotional Geographies. books.google.com, 2012. https://books.google.com/books?hl=en&lr=&id=F6xL344M0IMC&oi=fnd&pg=PP1&dq=emotional+geography&ots=7blQeX_1Ce&sig=0Bd5xCfwGWMsiZhKtsryBxzVEQ0

Denojean-Mairet, Marc, Sonsoles López-Pernas, Friday Joseph Agbo, and Matti Tedre. A Literature Review on the Integration of Microlearning and Social Media. Smart Learning Environments. Springer, December 1, 2024. DOI: https://doi.org/10.1186/s40561-024-00334-5

Dijk, Teun A Van. Principles of Critical Discourse Analysis. Discourse & Society 4, no. 2 (1993). DOI: https://doi.org/10.1177/0957926593004002006

Gallo, Federico, Liliia Terekhina, Jubin Abutalebi, Yury Shtyrov, and Andriy Myachykov. Cognitive Efficiency and Expertise-Dependent Automaticity in the Working Memory Performance of Bilinguals. Brain and Cognition 187 (July 1, 2025). DOI: https://doi.org/10.1016/j.bandc.2025.106308

Gálvez-Ruiz, Pablo, Samuel López-Carril, Nicholas M. Watanabe, and Alejandro Lara-Bocanegra. TikTok as a Learning Tool in Higher Education: Validation of a Scale. Journal of Hospitality, Leisure, Sport and Tourism Education 36 (June 1, 2025). DOI: https://doi.org/10.1016/j.jhlste.2025.100548

Hesse, A., P. Ospina, M. Wieland, F. A.Leal Yepes, B. Nguyen, and W. Heuwieser. Short Communication: Microlearning Courses Are Effective at Increasing the Feelings of Confidence and Accuracy in the Work of Dairy Personnel. Journal of Dairy Science 102, no. 10 (2019): 9505–9511. DOI: https://doi.org/10.3168/jds.2018-15927

Hug, Theo. Micro Learning and Narration. In Fourth Media in Transition Conference. Innsbruck 4048 (2005): 6–8. https://www.researchgate.net/publication/237558117

Izzati, Rania, Rahmat Hidayat Lubis, Nabil Fuadi, and Shafwatul Widad. “The Relevance of Arabic Language Learning According to Rusydi Ahmad Thu’aimahWith Modern Education Strategies”. Mantiqu Tayr: Journal of Arabic Language 5 1 (2025): 41-55. DOI: https://doi.org/10.25217/mantiqutayr.v5i1.5127

Kaur, Divya Jyot, Niraja Saraswat, and Irum Alvi. Technology-Enabled Language Leaning: Mediating Role of Collaborative Learning. Journal of Language and Education 9, no. 1 (2023): 89–101. DOI: https://doi.org/10.17323/JLE.2023.12359

Kuo, Yen Ku, Sadia Batool, Sheila devi, Tehseen Tahir, and Jiawen Yu. Exploring the Impact of Emotionalized Learning Experiences on the Affective Domain: A Comprehensive Analysis. Heliyon 10, no. 1 (January 15, 2024). DOI: https://doi.org/10.1016/j.heliyon.2023.e23263

Lindner, Martin. What Is Microlearning. In Micromedia& Corporate Learning, Proceedings of 3rd International Microlearning Conference (2007): 52–62. https://publications.ait.ac.at/en/publications/what-is-microlearning/

Maddrell, A. Bereavement, Grief, and Consolation: Emotional-Affective Geographies of Loss during COVID-19. Dialogues in Human Geography, 2020. DOI: https://doi.org/10.1177/2043820620934947

Mardikantoro, Hari Bakti, Muhammad Badrus Siroj, Esti Sudi Utami, and Endang Kurniati. Investigating Indonesian Language Varieties in Social Media Interactions: Implications to Teaching Practices. Indonesian Journal of Applied Linguistics 13, no. 2 (September 1, 2023): 306–316. DOI: https://doi.org/10.17509/ijal.v13i2.63069

Monib, Wali Khan, Atika Qazi, and Rosyzie Anna Apong. Microlearning beyond Boundaries: A Systematic Review and a Novel Framework for Improving Learning Outcomes. Heliyon 11, no. 2 (January 30, 2025). DOI: https://doi.org/10.1016/j.heliyon.2024.e41413

Muhajir, and Siti Karomah. Arabic Language Education Program at Islamic Boarding School IbnulQoyyim Putri Yogyakarta: Study of Code Mixing, Code Switching, and Interference. Jurnal Pendidikan Islam 10, no. 2 (2021): 181–218. DOI: https://doi.org/10.14421/jpi.2021.102.181-218

Nguyen, Ha, and Morgan Diederich. Facilitating Knowledge Construction in Informal Learning: A Study of TikTok Scientific, Educational Videos. Computers and Education 205 (November 1, 2023). DOI: https://doi.org/10.1016/j.compedu.2023.104896

Nur, Tajudin, Fahmy Lukman, Tb Chaeru Nugraha, Muhammad Zulfi Abdul Malik. Pengantar Studi Sosiolinguistik Arab. Sumedang: Unpad Press, 2022.

Pujiati, Pujiati, Adri Lundeto, and Ikmal Trianto. Representing Arab-Indonesian Identity: Language and Cultural Narratives on Social Media. Indonesian Journal of Applied Linguistics 14, no. 3 (2025): 653–66. DOI: https://doi.org/10.17509/ijal.v14i3.78286

Rahmi, E. N., Nurmala, M., Nurbayan, Y., Syukran, S., & Faza, A. M. A Phenomenological Study of Arabic Language Environment to Improve Students’ Speaking Skills at Modern Islamic Boarding School. Mantiqu Tayr: Journal of Arabic Language 4 1 (2024), 232–256. DOI: https://doi.org/10.25217/mantiqutayr.v4i1.4085

Rashdi, Fathiya Al, and Sandhya Rao Mehta. Language and Identity in the Arab World. Routledge, 2022. DOI: https://doi.org/10.4324/9781003174981

Rejeki, Sri, D Kristina, and N ADrajati. Emotional Geographies of an EFL Teacher in Asmat, Papua; Male Perspective. International Journal of Language Teaching and Education, 2018. https://online-journal.unja.ac.id/IJoLTE/article/view/5204

Ricci, Laetitia, Jean Baptiste Lanfranchi, Fabienne Lemetayer, Christine Rotonda, Francis Guillemin, Joël Coste, and Elisabeth Spitz. Qualitative Methods Used to Generate Questionnaire Items: A Systematic Review. Qualitative Health Research 29, no. 1 (2019): 149–156. DOI: https://doi.org/10.1177/1049732318783186

Salah, Reema. Arabic-English Mixing among English-Language Students at Al AlBayt University: A Sociolinguistic Study. International Journal of Arabic-English Studies 23, no. 2 (2023): 319–338. DOI: https://doi.org/10.33806/ijaes.v23i2.466

Sopian, Asep, Maman Abdurahman, Mad Ali, Yusuf Ali Tantowi, Ani Nur Aeni, Hikmah Maulani. Arabic Language Learning in a Multicultural Context at Pesantren. Jurnal Pendidikan Islam (2025): 77-89. DOI: https://doi.org/10.15575/jpi.v11i1.44104

Tarihoran, Nafan, Eva Fachriyah, Tressyalina, and Iin Ratna Sumirat. The Impact of Social Media on the Use of Code Mixing by Generation Z. International Journal of Interactive Mobile Technologies 16, no. 7 (2022): 54–69. DOI: https://doi.org/10.3991/ijim.v16i07.27659

Thoyyibah, Anisatu, Wahyu Hanafi Putra, and Haruna Abubakar. Arabic Online Learning: Code-Switching and Code-Mixing in Higher Education. AlSUNIYAT: JurnalPenelitian Bahasa, Sastra, dan Budaya Arab 7, no. 2 (2024). DOI: https://doi.org/10.17509/alsuniyat.v7i2.70094

Tran, Hai Anh, Andrew Farrell, Heiner Evanschitzky, Bach Nguyen, and Anna Lena Ackfeldt. Using Affective Content to Promote High-Involvement Services on Social Media. Journal of Business Research 179 (June 1, 2024). DOI: https://doi.org/10.1016/j.jbusres.2024.114676

Tremblay, Jean-marie, Mark D. Regnerus, Sociologia D A Sistema Nacional D E Educação, Fernando Tavares Júnior, José Luís Sanfelice, Fernando Tavares Júnior, Luiz Fernandes Dourado, et al. No 主観的健康感を中心とした在宅高齢者における健康関連指標に関する共分散構造分析 Title. Educacao e Sociedade 1, no. 1 (2016): 1689–1699. http://www.biblioteca.pucminas.br/teses/Educacao_PereiraAS_1.pdf%0Ahttp://www.anpocs.org.br/portal/publicacoes/rbcs_00_11/rbcs11_01.htm%0Ahttp://repositorio.ipea.gov.br/bitstream/11058/7845/1/td_2306.pdf%0Ahttps://direitoufma2010.files.wordpress.com/2010/

Turmudi, Dedi, Muhammad Ihsan Dacholfany, and Ummi Rasyidah. Self-Efficacy (SE) and Motivation of the Indonesian Teacher Educator Authors (TEAs) in Writing Articles for Publication: The Bloom Digital Taxonomy (BDT) Perspective. Journal of Language and Education 10, no. 1 (January 30, 2024): 115–132. DOI: https://doi.org/10.17323/jle.2024.13056

Yao, Y., Connell, K., & Politzer-Ahles, S. Hearing Emotion in Two Languages: A Pupillometry Study of Cantonese-Mandarin Bilinguals’ Perception of Affective Cognates in L1 and L2. Bilingualism: Language and Cognition 26, no. 4 (2023): 796-808. DOI: https://doi.org/10.1017/S1366728923000280

Yudhiantara, Rully Agung, Eri Kurniawan, Mohamad Zaka, and Al Farisi. Rethorical Move and Language Feature Analysis on Multilingual Research Article Abstracts Across English, Indonesian, and Arabic Languages in Islamic Studies. Ta’ Lim Al - ‘Arabiyyah : Jurnal Pendidikan Bahasa Arab dan Kebahasaaraban 9, no. 1 (2025): 1–19. DOI: https://doi.org/10.15575/jpba.v9i1.44663

Zoonen, Ward van, and Anu E. Sivunen. Finding Support in Emotional Expression: An Analysis of the Implications of Emotional Communication on Enterprise Social Media. European Management Journal, 2025. DOI: https://doi.org/10.1016/j.emj.2025.04.003

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Published

2025-12-31

How to Cite

Sabila, D. A., Sopian, A., Maulani, H., Yulia, H., & Layla, O. N. (2025). Affective Strategies in Arabic-Indonesian Code-Mixing on TikTok: A Discourse Analysis of Microlearning Content on the @hayfaacademy Account. Mantiqu Tayr: Journal of Arabic Language, 6(1), 1–21. https://doi.org/10.25217/mantiqutayr.v6i1.6946