Investigating Self-Efficacy in Arabic Vocabulary Learning Through Needs Analysis: Evidence from the ATEM Framework
DOI:
https://doi.org/10.15575/jta.v10i1.55098Keywords:
Arabic vocabulary learning, Arabic teaching efficacy model (ATEM), Needs analysis, Self-efficacyAbstract
Self-efficacy plays an important role in vocabulary learning; however, little is known about learners' self-efficacy conditions before instructional interventions in Arabic as a Foreign Language (AFL) contexts. This study aimed to identify students' self-efficacy needs in Arabic vocabulary learning as a basis for developing interventions through the Arabic Teaching Efficacy Model (ATEM). A sequential exploratory mixed-methods design was employed. Qualitative data were collected through interviews, focus group discussions, and classroom observations. In contrast, quantitative data were obtained from an ATEM-based self-efficacy questionnaire administered to 56 undergraduate students and analyzed descriptively. The findings revealed that students experienced low self-efficacy in several internal dimensions, including problem-solving orientation, mastery experiences, and the use of peer models in vocabulary learning. In contrast, students showed a strong reliance on external reinforcement, particularly reward–punishment mechanisms. These results indicate an imbalance between students' internal self-regulation and their dependence on external support in learning Arabic vocabulary. The study suggests that difficulties in vocabulary learning are influenced not only by instructional factors but also by learners' psychological readiness before the intervention. Practically, Arabic vocabulary instruction should provide authentic mastery experiences, meaningful modeling opportunities, and strategies that foster learner autonomy and self-regulation. Overall, the findings highlight the importance of conducting self-efficacy needs analyses before implementing instructional innovations in AFL contexts.
References
Akhiryani, A., Nur Rahma Cahyani, A., & Ahmad Asse. (2024). Analisis Buku Ajar Bahasa Arab Madrasah Tsanawiyah: Tinjauan Mufradat dalam Perspektif Rusydi Ahmad Thu’aimah. Albariq: Jurnal Pendidikan Bahasa Arab, 5(1), 45–60. https://doi.org/10.24239/albariq.v5i1.79
Amilya, A., & Yul, W. (2025). Analyzing Vocabulary Learning Through the Lens of Students’ Learning Styles: A Framework for Arabic Language Teaching. Shaut Al-‘Arabiyah, 13(1), 88–102. https://doi.org/10.24252/saa.v13i1.56156
Andrian, R., & Yul, W. (2023). Arabic Teaching Efficacy Model (ATEM): A Language Teaching Model Design. International Journal of Arabic-English Studies, 23(2), 369–384. https://doi.org/10.33806/ijaes.v23i2.468
Annisa, M., & Safii, R. (2023). Analisis Kebutuhan dan Tantangan dalam Pembelajaran Bahasa Arab sebagai Bahasa Asing di Pendidikan Tinggi: Perspektif Mahasiswa dan Dosen. ELOQUENCE: Journal of Foreign Language, 2(2), 313–328. https://doi.org/10.58194/eloquence.v2i2.861
Arce, E., Suárez-García, A., López-Vázquez, J. A., & Fernández-Ibáñez, M. I. (2022). Design Sprint: Enhancing STEAM and Engineering Education Through Agile Prototyping and Testing Ideas. Thinking Skills and Creativity, 44, 101039. https://doi.org/10.1016/j.tsc.2022.101039
Ashari, K. (2020). Problematika Pemilihan Materi Mufrodat Menurut Perspektif Rusydi Ahmad Thu’aimah. El-tsaqafah: Jurnal Jurusan PBA, 19(2), 216–228. https://doi.org/10.20414/tsaqafah.v19i2.2370
Bandura, A. (1993). Perceived Self-Efficacy in Cognitive Development and Functioning. Educational Psychologist, 28(2), 117–148. https://doi.org/10.1207/s15326985ep2802_3
Bonghawan, R. G. G., & Macalisang, D. (2024). Teachers’ Learning Reinforcement: Effects on Students’ Motivation, Self Efficacy and Academic Performance. International Journal of Scientific Research and Management (IJSRM), 12(02), 3218–3228. https://doi.org/10.18535/ijsrm/v12i02.el08
Bouddage, S., & Elfatihi, M. (2018). Foreign Language Speaking Anxiety Among 2nd Year Baccalaureate Students in Morocco. International Journal of Arabic-english Studies, 18, 91–110. https://doi.org/10.33806/ijaes2000.18.1.5
Constantinou, C. P., Nicolaou, C. Th., & Papaevripidou, M. (2019). A Framework for Modeling-Based Learning, Teaching, and Assessment. In A. Upmeier Zu Belzen, D. Krüger, & J. Van Driel (Eds.), Towards a Competence-Based View on Models and Modeling in Science Education (Vol. 12, pp. 39–58). Springer International Publishing. https://doi.org/10.1007/978-3-030-30255-9_3
Ghofur, A., Bahrodin, A., Naseha, S. D., Kaprawiran, I. A. M., Rahman, R. F., Haitsumakunti, I., Imanuddin, A. S., & Jannah, R. (2026). Enhancing Self-Efficacy Through Gamified Learning: Evidence from Arabic Morphology (Ṣarf) Instruction in Higher Education. Al-Ta’rib: Jurnal Ilmiah Program Studi Pendidikan Bahasa Arab IAIN Palangka Raya, 14(1), 169–184. https://doi.org/10.23971/altarib.v14i1.10599
Groothuijsen, S., Van Den Beemt, A., Remmers, J. C., & Van Meeuwen, L. W. (2024). AI Chatbots in Programming Education: Students’ Use in a Scientific Computing Course and Consequences for Learning. Computers and Education: Artificial Intelligence, 7, 100290. https://doi.org/10.1016/j.caeai.2024.100290
Han, S., Eum, K., Kang, H. S., & Karsten, K. (2022). Factors Influencing Academic Self-Efficacy Among Nursing Students During COVID-19: A Path Analysis. Journal of Transcultural Nursing, 33(2), 239–245. https://doi.org/10.1177/10436596211061683
Hengki, H., & Ratna, R. (2025). Self-Efficacy and Self-Confidence Strengthening Training for High School Students and Equivalent in Activating Transactional and Interpersonal Communication. NEAR: Jurnal Pengabdian Kepada Masyarakat, 4(2), 180–189. https://doi.org/10.32877/nr.v4i2.2368
Hinduja, P., Fakir Mohammad, R., & Siddiqui, S. (2024). Factors Influencing Students’ Academic Self-Efficacy in Related Domains. Sage Open, 14(4), 21582440241289738. https://doi.org/10.1177/21582440241289738
Hitches, E., Woodcock, S., & Ehrich, J. (2022). Building Self-Efficacy Without Letting Stress Knock it Down: Stress and Academic Self-Efficacy of University Students. International Journal of Educational Research Open, 3, 100124. https://doi.org/10.1016/j.ijedro.2022.100124
Honicke, T., Broadbent, J., & Fuller-Tyszkiewicz, M. (2020). Learner Self-Efficacy, Goal Orientation, and Academic Achievement: Exploring Mediating and Moderating Relationships. Higher Education Research & Development, 39(4), 689–703. https://doi.org/10.1080/07294360.2019.1685941
Hood, S., Barrickman, N., Djerdjian, N., Farr, M., Magner, S., Roychowdhury, H., Gerrits, R., Lawford, H., Ott, B., Ross, K., Paige, O., Stowe, S., Jensen, M., & Hull, K. (2021). “I Like and Prefer to Work Alone”: Social Anxiety, Academic Self-Efficacy, and Students’ Perceptions of Active Learning. CBE—Life Sciences Education, 20(1), ar12. https://doi.org/10.1187/cbe.19-12-0271
Karbakhsh, R., & Safa, M. A. (2020). Basic Psychological Needs Satisfaction, Goal Orientation, Willingness to Communicate, Self-Efficacy, and Learning Strategy use as Predictors of Second Language Achievement: a Structural Equation Modeling Approach. Journal of Psycholinguistic Research, 49, 803–822. https://doi.org/10.1007/s10936-020-09714-7
Kosim, N., Fauzia, E. L., Annisa, D. N., Nugraha, J. S., & Aljanadbah, A. (2025). The Effectiveness of Thunkable-Based Mobile Learning on Arabic Vocabulary Mastery. Ta’lim al-’Arabiyyah: Jurnal Pendidikan Bahasa Arab & Kebahasaaraban, 9(2), 224–242. https://doi.org/10.15575/jta.v9i2.52274
Luo, Q., Ahmadi, R., & Izadpanah, S. (2024). Exploring The Mediating Role of Self-Efficacy Beliefs Among EFL University Language Learners: The Relationship of Social Support with Academic Enthusiasm and Academic Vitality. Heliyon, 10(12), e33253. https://doi.org/10.1016/j.heliyon.2024.e33253
Mercer, S., & Dörnyei, Z. (2020). Engaging Language Learners in Contemporary Classrooms. Cambridge University Press.
Mochklas, M., Ngongo, M., Sianipar, M. Y., Kizi, S. N. B., Putra, R. E., & Al-Awawdeh, N. (2023). Exploring Factors That Impact Motivation in Foreign Language Learning in the Classroom. Studies in Media and Communication, 11(5), 60–70. https://doi.org/10.11114/smc.v11i5.6057
Munir, M. (2022). Rusydi Ahmad Thu’aimah’s and Mahmud Kamil An-Naqah’s Opinions on Arabic Teaching Based on the Communicative Theory Perspective. Arabiyatuna: Jurnal Bahasa Arab. 6, 613–632. https://doi.org/10.29240/jba.v6i2.4060
Nasir, A., Falah, A., & Ali, M. A. M. A. (2026). Holistic Arabic Teaching Materials for Kurikulum Merdeka at State Islamic Higher Education Institutions (PTKIN): A Multisite Study. Jurnal Al Bayan: Jurnal Jurusan Pendidikan Bahasa Arab, 18(1), 312–330. https://doi.org/10.24042/zkbmcg73
Neroni, J., Meijs, C., Kirschner, P. A., Xu, K. M., & De Groot, R. H. M. (2022). Academic Self-Efficacy, Self-Esteem, and Grit in Higher Online Education: Consistency of Interests Predicts Academic Success. Social Psychology of Education, 25(4), 951–975. https://doi.org/10.1007/s11218-022-09696-5
Nurhidayah, N., Andrian, R., & Yul, W. (2025). A Critical Analysis of Vocabulary Acquisition in the Absence of Contextual Language Environments: Implications for Effective Pedagogy. Ajamiy: Jurnal Bahasa Dan Sastra Arab, 14(2), 424–440. https://doi.org/10.31314/ajamiy.14.2.424-440.2025
Prasetya, R., Yul, W., & Andrian, R. (2025). An Analytical Study on the Direction and Implementation of Arabic as a Foreign Language Instruction at the Ma’had of IAIN Kerinci. Al Mi’yar: Jurnal Ilmiah Pembelajaran Bahasa Arab dan. Kebahasaaraban, 8(2), 509–517. https://doi.org/10.35931/am.v8i2.5021
Pratt, C., Zaier, A., & Wang, Y. (2020). Foreign Language Teachers’ Self-Efficacy Beliefs and Perspectives about Maintaining their Students’ Interest. International Journal of Instruction, 13(4), 1–16. https://doi.org/10.29333/iji.2020.1341a
Razmi, M. H., Jabbari, A. A., & Fazilatfar, A. M. (2020). Perfectionism, Self-Efficacy Components, and Metacognitive Listening Strategy Use: A Multicategorical Multiple Mediation Analysis. Journal of Psycholinguistic Research, 49(6), 1047–1065. https://doi.org/10.1007/s10936-020-09733-4
Rochmat, C. S., A’yun, Q., Ahmad Hidayatullah Zarkasyi, & Zahirah, S. A. (2025). Analysis of Teacher Self-Efficacy on Increasing Student’s Learning Motivation in Arabic Speaking Skill. International Journal of Arabic Language Teaching, 7(01), 59–72. https://doi.org/10.32332/ijalt.v6i02.9351
Roslan, N. N. A., & Sahrir, M. S. (2020). The Effectiveness of ThingLink in Teaching New Vocabulary to Non-Native Beginners of the Arabic Language. IIUM Journal of Educational Studies, 8(1), 32–52. https://doi.org/10.31436/ijes.v8i1.274
Ryan, R. M., & Deci, E. L. (2020). Intrinsic And Extrinsic Motivation from a Self-Determination Theory Perspective: Definitions, Theory, Practices, and Future Directions. Contemporary Educational Psychology, 61, 101860. https://doi.org/10.1016/j.cedpsych.2020.101860
Sajidin., & Ashadi. (2021). How do Their Group Work Works as an Active Learning Strategy of EFL Learning? Cakrawala Pendidikan, 40, 480–491. https://doi.org/10.21831/cp.v40i2.36234
Sarmila, N., Yauri, A. M., & Resyadi, H. (2022). The Effectiveness of Electronic Dictionary in Learning Vocabulary at Indonesian Junior High School Context. International Journal of Research on English Teaching and Applied Linguistics (IJRETAL), 3(2), 40–44. https://doi.org/10.30863/ijretal.v3i2.3903
Schunk, D. H., & Dibenedetto, M. K. (2021). Self-efficacy and Human Motivation. Advances in Motivation Science, 8, 153–179. https://doi.org/10.1016/bs.adms.2020.10.001
Siregar, F. H., Siregar, N. I., & Chandra, A. (2026). Self-Efficacy as a Predictor of Teachers’ Innovative Work Behavior in Medan City. Jurnal Psikologi, 3(2), 1–10. https://doi.org/10.47134/pjp.v3i2.5452
Sulasmi, E. (2021). Effectiveness of Modeling Learning Strategies to Improve Student Learning Outcomes. Budapest International Research and Critics Institute (birci-journal): Humanities and Social Sciences, 4(1), 926–936. https://doi.org/10.33258/birci.v4i1.1694
Taufiq, A. U., & Ratmanida. (2025). The Role of Reading Self-Efficacy in Enhancing High School Students’ Comprehension of Argumentative Texts. Al-ishlah: Jurnal Pendidikan, 17(4), 6087–6096. https://doi.org/10.35445/alishlah.v17i4.7193
Teng, L. S., & Zhang, L. J. (2022). Development of Self-Regulated Learning in Language Education. System, 106, 102772. https://doi.org/10.1016/j.system.2022.102772
Tusquellas, N., López-Villanueva, D., Palau, R., & Santiago, R. (2025). Educational Conceptual Model Design Research Methodology. Universitas Tarraconensis Revista De Ciències De L Educació, 2, e4103. https://doi.org/10.17345/ute.2025.4103
Usman, A., Kusumawati, A., & Mannan, A. (2021). The Effect of Work Experience, Motivation, and Culture on Auditor Performance Mediated by Self-Efficacy. Psychology and Education, 58(1), 474–489. https://doi.org/10.17762/pae.v58i1.796
Wang, Y., & Zhang, W. (2024). The Relationship Between College Students’ Learning Engagement and Academic Self-Efficacy: A Moderated Mediation Model. Frontiers in Psychology, 15, 1425172. https://doi.org/10.3389/fpsyg.2024.1425172
Warnis, W., Triana, H. W., Kustati, M., Remiswal, R., & Nelmawarni, N. (2019). Arabic Language as the Icon of Islamic Higher Education: A Study of the Implementation of Arabic Intensive Program. Tarbiya: Journal of Education in Muslim Society, 6(1), 103–116. https://doi.org/10.15408/tjems.v6i1.10910
Webb, S., & Nation, P. (2022). Vocabulary Learning Through Meaning-Focused Input and Output. Language Teaching, 55(3), 346–365. https://doi.org/10.1017/S0261444821000545
Whiteford, C., Kelly, N., Queensland University of Technology, Dawes, L., & Queensland University of Technology. (2021). Why Become a Teacher? Exploring Motivations for Becoming Science and Mathematics Teachers in Australia Science and Mathematics Teachers in Australia. Australian Journal of Teacher Education, 46(3), 1–19. https://doi.org/10.14221/ajte.2021v46n3.1
Xuan, Q., Qin, L., Huang, R., Wang, Y., & Derakhshan, A. (2026). Factors Affecting Novice and Experienced Teachers’ Implementation of Task-Based Language Teaching Under a Framework of Fidelity of Implementation. Language Teaching Research, 13621688251407235. https://doi.org/10.1177/13621688251407235
Yul, W., & Andrian, R. (2024). Indonesian Muslims and Arabic language: Leaves and light in the realm of religi-linguistics. Alsinatuna: Journal of Arabic Linguistics and Education, 10(1), 20–43. https://doi.org/10.28918/alsinatuna.v10i1.8499
Yul, W., Rofingah, U., Andrian, R., Muhlasin, M., & Rozanie, J. F. (2023). Unlocking The Secret to Arabic Fluency: Exploring the Critical Role of Language Environment in Maximizing Arabic-Speaking Outcomes. Journal of Arabic Studies, 8(1), 2–10. https://doi.org/10.24865/ajas.v8i1.584
Zulharby, P., Rasyid, Y., & Nuruddin, N. (2019). The Characteristics of Teaching Material Arabic Speaking Skills in Higher Education. Jurnal Al-Bayan: Jurnal Jurusan Pendidikan Bahasa Arab, 11(2), 194–213. https://doi.org/10.24042/albayan.v11i2.5175
Downloads
Additional Files
Published
How to Cite
Issue
Section
Citation Check
License
Copyright (c) 2026 Widiya Yul; Riko Andrian

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish in Ta'lim al-'Arabiyyah: Jurnal Pendidikan Bahasa Arab dan Kebahasaaraban agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- 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).
![]()
Ta'lim al-'Arabiyyah: Jurnal Pendidikan Bahasa Arab dan Kebahasaaraban is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at https://journal.uinsgd.ac.id/index.php/Talim





