Developing smartphone-based learning application to support students’ autonomous learning for junior high school level

Main Article Content

Sofiani
Prof. Dr. Afrianto Daud, S.Pd., M.Ed., Ph.D
Dr. Jismulatif, M.Hum., M.Pd

Abstract

In today’s digital era, the integration of mobile technology into English learning has become an essential learning medium for EFL students. Therefore, the study is intended to develop a smartphone-based learning application to support students’ autonomous learning for junior high school level. The study employs research & development (R & D) with the steps: need analysis and problem identification, designing and implementing products, and product evaluation. The data was collected through interviews for need analysis, expert validation, and questionnaires from 3 English lecturers and 28 seventh-grade students for field testing. Data were gathered following the ADDIE Model steps. The research findings showed that the implementation of a smartphone-based learning application proved effective and valid. The average ratings for the feasibility assessment by media and material specialists were 4.73 and 4.77, respectively, and were both classified as very feasible. The average practicality score was 4.10. This suggests that the application is viable. Students' answers also demonstrate that the activities help them understand descriptive passages, the content is presented effectively, and the application is visually appealing. Therefore, the developed application is effective as a learning tool for supporting autonomous learning of descriptive text material and is practicable in terms of content, media, and practicality. The English teachers are recommended to use this app in the learning process to support the students’ autonomous learning in the classroom.

Downloads

Download data is not yet available.

Article Details

How to Cite
Sofiani, Daud, A., & Jismulatif, J. (2026). Developing smartphone-based learning application to support students’ autonomous learning for junior high school level. Research Journal in Translation, Literature, Linguistics, and Education, 2(2), 19-40. https://doi.org/10.64120/qbn8a274
Section
Articles
Author Biographies

Prof. Dr. Afrianto Daud, S.Pd., M.Ed., Ph.D, Universitas Riau, Indonesia

Prof. Dr. Afrianto Daud, S.Pd., M.Ed., Ph.D., is a Professor in the field of English Teacher Education at the Faculty of Teacher Training and Education (FKIP), Universitas Riau. He is an expert in English language teaching, a researcher, and the head of the Language Center (UPT Bahasa) at Universitas Riau. He is actively involved in human resource development training and academic writing programs.

Dr. Jismulatif, M.Hum., M.Pd, Universitas Riau, Indonesia

Dr. Jismulatif, M.Hum., M.Pd., is a lecturer at Universitas Riau (UNRI), specializing in English Language Education, particularly in the English Education Study Program at the Faculty of Teacher Training and Education (FKIP), Universitas Riau. He is also involved in teaching in the Tourism Study Program at the Faculty of Social and Political Sciences (FISIP), Universitas Riau, where he teaches English-related courses.

How to Cite

Sofiani, Daud, A., & Jismulatif, J. (2026). Developing smartphone-based learning application to support students’ autonomous learning for junior high school level. Research Journal in Translation, Literature, Linguistics, and Education, 2(2), 19-40. https://doi.org/10.64120/qbn8a274

References

Aini, N., Kurniarahman, I., Widiati, U., Cahyono, B. Y., & Basthomi, Y. (2024). Indonesian university students' perspectives on integrating AIEd into English language learning. Issues in Educational Research, 34(3), 803-824. https://www.iier.org.au/iier34/aini-abs.html

Alamer, A., & Al Khateeb, A. (2021). Effects of using the WhatsApp application on language learners motivation: A controlled investigation using structural equation modelling. Computer Assisted Language Learning, 36, 149–175. https://doi.org/10.1080/09588221.2021.1903042

Al-Shboul, O. K., Rababah, L. M., Banikalef, A. E. A., & Mehawesh, M. I. (2023). Role of learner autonomy in intrinsic motivation in EFL writing. International Journal of English Language and Literature Studies, 12(2), 107–116. https://doi.org/10.55493/5019.v12i2.4756

AlSubie, M. N., & Bahri, O. Ben. (2022). Educational platform based on Smartphone to increase students’ interaction in classroom. International Journal of Advanced Computer Science and Applications, 13(10), 664–668. https://doi.org/10.14569/IJACSA.2022.0131078

Anca, M. I. (2023a). Autonomous learning - A theoretical approach. In Journal Plus Education (Vol. 33, Special Issue, pp. 301–309). https://doi.org/10.24250/jpe/si/2023/mia/

Annamalai, N., Kabilan, M. K., & Soundrarajan, D. (2022). Smartphone apps as a motivating tool in English language learning. Indonesian Journal of Applied Linguistics, 12(1), 209–219. https://doi.org/10.17509/ijal.v12i1.46544

Ardito, G., & Czerkawski, B. (2021). The development of autonomous student learning networks: Patterns of interactions in an open world learning environment for teachers exploring teaching with and through computer science. Sustainability (Switzerland), 13(16). 8696. https://doi.org/10.3390/su13168696

Baraibar-Diez, E., Odriozola, M. D., & Llorente, I. (2024). Exploring learning congruence and the availability of diverse educational resources: A study conducted in the field of management education. International Journal of Management Education, 22(2), 100985. https://doi.org/10.1016/j.ijme.2024.100985

Becker, S., Klein, P., Gößling, A., & Kuhn, J. (2020). Using mobile devices to enhance inquiry-based learning processes. Learning and Instruction, 69, 101350. https://doi.org/10.1016/j.learninstruc.2020.101350

Campbell, S., Greenwood, M., Prior, S., Walkem, K., Young, S., & Bywaters, D. (2020). Purposive sampling : complex or simple ? Research case examples. Journal of Research in Nursing. 25(8), 652-661. https://doi.org/10.1177/1744987120927206

Chindia, B., & Wawire, S. N. (2024). Student attitudes towards smartphone use in a pre-service teacher tech course. Advances in Mobile Learning Educational Research, 4(1), 994–1006. https://doi.org/10.25082/amler.2024.01.011

Clark, R. C., & Mayer, R. E. (2016). E-learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning (Ruth Colvin Clark & R. E. Mayer, Eds.; 4th ed.). John Wiley & Sons. https://doi.org/10.1002/9781119239086

Creswell, J. W., & Creswell, J. D. (2023). Research design: Qualitative, quantitative, and mixed methods approaches. Sixth Edition. Sage Publications.

Cullen, S., & Oppenheimer, D. (2024). Choosing to learn: The importance of student autonomy in higher education. Science Advances, 10(29), 1–10. https://doi.org/10.1126/sciadv.ado6759

Daud, A. (2019). Teaching writing using Google Apps For Education (GAFE). Indonesian Journal of Economics, Social, and Humanities, 1(1), 17–24. https://doi.org/10.31258/ijesh.1.1.2

David, L., & Weinstein, N. (2024). Using technology to make learning fun: Technology use is best made fun and challenging to optimize intrinsic motivation and engagement. European Journal of Psychology of Education, 39(2), 1441–1463. https://doi.org/10.1007/s10212-023-00734-0

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. http://doi.org/10.2307/249008

Delos Reyes, R. D. G., & Torio, V. A. G. (2021). The relationship of expert teacher–learner rapport and learner autonomy in the CVIF-dynamic learning program. Asia-Pacific Education Researchers, 30(5), 471–481. https://doi.org/10.1007/s40299-020-00532-y

Deng, Y., & Wu, C. (2024). Research on the construction of mobile terminal assisted language learning model based on artificial intelligence technology. Journal of Intelligence and Knowledge Engineering, 2(1), 134-None. https://doi.org/10.62517/jike.202404120

Dewi, P. Y. A., L., Nirmayani, H., Ardiawan, I.K., & Yudaparmita, A. (2024). Development of teaching modules based on multicultural values in school-based management (MBS) courses in primary school teacher education study programs. International Journal of Sustainable Social Science (IJSSS), 2(4), 213–226. https://doi.org/10.59890/ijsss.v2i4.2401

Dilaines, L. E., Astuti, E., & Yusdita, E. E. (2024). Improving student learning outcomes through accurate online modules with the ADDIE Model. Journal of Education Technology, 8(2), 275–286. https://doi.org/10.23887/jet.v8i2.67576

Fakir, M. S. Bin, Azman, H. A. B., & Zahid, A. Z. B. M (2024). Exploring online group work through connectivism theory. International Journal of Academic Research in Business and Social Sciences, 14(8), 2556–2569. https://doi.org/10.6007/ijarbss/v14-i8/21945

Fang, Z. (2020). Toward a linguistically informed, responsive and embedded pedagogy in secondary literacy instruction. Journal of World Languages, 6(1–2), 70–91. https://doi.org/10.1080/21698252.2020.1720161

Guay, F. (2022). Applying self-determination theory to education: Regulations types, psychological needs, and autonomy supporting behaviors. Canadian Journal of School Psychology, 37(1), 75-92. https://doi.org/10.1177/08295735211055355

Gutierrez-Bucheli, L., Kidman, G., & Reid, A. (2022). Sustainability in engineering education: A review of learning outcomes. Journal of Cleaner Production, 330, 129734. https://doi.org/10.1016/j.jclepro.2021.129734

Halil, N. I., Yawan, H., Hasanah, A. N., Syam, H., Andas, N. H., & Marhamah. (2024). A new program to foster inclusion: Unraveling language teachers’ pedagogical practices to differentiated instruction. International Journal of Language Education, 8(2), 370–383. https://doi.org/10.26858/ijole.v8i2.64997

Handayani, S., Martiyani, F. A., Hapsari, A. M. S., & Widhoyoko, Y. P. (2022). Design and build android-based English learning media on descriptive text material. Formosa Journal of Computer and Information Science, 1(2), 99–116. https://doi.org/10.55927/fjcis.v1i2.1151

Hu, P., & Zhang, J. (2017). A pathway to learner autonomy: a self-determination theory perspective. Asia Pacific Education Review, 18(1), 147–157. https://doi.org/10.1007/s12564-016-9468-z

Huanmin, Z. (2023). An empirical study of college English major students’ mobile-based listening autonomous learning. Frontiers in Educational Research, 6(5), 51–55. https://doi.org/10.25236/fer.2023.060510

Jayanti, A. D. (2019). Students’ writing ability on English descriptive text at grade VIII in SMPN 33 Padang. ENGLISH FRANCA: Academic Journal of English Language and Education, 3(1), 71–94. https://doi.org/10.29240/ef.v3i01.843

Jeno, L. M., Adachi, P. J. C., Grytnes, J. A., Vandvik, V., & Deci, E. L. (2019). The effects of m-learning on motivation, achievement and well-being: A Self-Determination Theory approach. British Journal of Educational Technology, 50(2), 669–683. https://doi.org/10.1111/bjet.12657

Jumaah, F. M. (2024). Exploring constructivist learning theory and its applications in teaching English. The American Journal of Social Science and Education Innovations, 6(8), 7–19. https://doi.org/10.37547/tajssei/volume06issue08-02

Kayra, Z. (2024). Enhancing English vocabulary learning through mobile Apps: A new paradigm in educational technology. Research Studies in English Language Teaching and Learning, 2(2), 87–95. https://doi.org/10.62583/rseltl.v2i2.41

Kedthawon, S., Saengngam, S., & Kerdthaworn, P. (2024). Development of learning media applications using a smartphone. Interdisciplinary Academic and Research Journal, 4(4), 391–408. https://doi.org/10.60027/iarj.2024.276522

King, R. B., & Frondozo, C. E. (2022). Variety is the spice of life: How emotional diversity is associated with better student engagement and achievement. British Journal of Educational Psychology, 92(1), 19–36. https://doi.org/10.1111/bjep.12436

Kirkpatrick, D. L., & Kirkpatrick, J. D. (2006). Evaluating training programs: The four levels (3rd ed.). Berrett-Koehler.

Lestarani, D., Lalang, A. C., & Manggi, I. (2023). Development of articulate storyline 3-based digital teaching materials on the subject of atomic structure and periodic elements system for SMA/MA students in class X. Orbital, 15(2), 127–132. https://doi.org/10.17807/orbital.v15i2.17959

Little, D. (2022). Language learner autonomy: Rethinking language teaching. Language Teaching, 55(1), 64–73. https://doi.org/10.1017/S0261444820000488

Liu, X. (2022). A study on college English mobile learning teaching strategies based on smart-phone applications. Education Theory: Teaching and Learning, 1(1), 1–6. https://doi.org/10.55571/ettl/2022.11001

Luo, Y., & Watts, M. (2025). Exploring smartphone-assisted learning in the third space: students’ smartphone identity formation and lived experiences. The Language Learning Journal, 1-21. https://doi.org/10.1080/09571736.2025.2547603

Metruk, R. (2024). Mobile-assisted language learning and pronunciation instruction: A systematic literature review. Education and Information Technologies, 29(13), 16255–16282. https://doi.org/10.1007/s10639-024-12453-0

Mohamed, O. I., & Al-Jadaan, O. (2024). Online and Mobile-Assisted Language Learning. In T. Guzsvinecz (Ed.), Level Up! Exploring Gamification: Impact on Research and Innovation. IntechOpen. https://doi.org/10.5772/intechopen.1003054

Muhfiyanti, S., Mulyadi, D., & Aimah, S. (2021). Android-based mobile learning media in teaching reading of report text. English Education Journal, 11(1), 101–112. https://doi.org/10.15294/eej.v11i1.43343

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). https://doi.org/10.21070/jees.v6i1.793

Nasution, U. A., Dewi, U., & Daulay, S. H. (2023, July). Students’ perception of using mobile assisted language learning (MALL) as a media for learning English. In Conference on English Language Teaching (pp. 951-958). https://proceedings.uinsaizu.ac.id/index.php/celti/article/view/564

Nguyen, T. L. (2023). Promoting learner autonomy in learning English listening skills through mobile-assisted applications. AsiaCALL Online Journal, 14(2), 118–139. https://doi.org/10.54855/acoj.231428

Nursalam, N., Muhajir, M., Wibowo, S. A., & Suardi, S. (2023). The Effectiveness of Articulate Storyline 3 Application-Based Interactive Learning Media in Social Studies Learning for Elementary School. AL-ISHLAH: Jurnal Pendidikan, 15(4), 5724–5732. https://doi.org/10.35445/alishlah.v15i4.3061

Oszwa, U., & Knopik, T. (2023). Self-Determination Theory SDT as educational and upbringing inspiration. 4(4), 165–179. https://doi.org/10.5604/01.3001.0054.1202

Panadero, E., Jonsson, A., Pinedo, L., & Fernández-Castilla, B. (2023). Effects of rubrics on academic performance, self-regulated learning, and self-efficacy: A meta-analytic review. Educational Psychology Review, 35(4), 113. https://doi.org/10.1007/s10648-023-09823-4

Persson, V., & Nouri, J. (2018). A systematic review of second language learning with mobile technologies. International Journal of Emerging Technologies in Learning, 13(2), 188–210. https://doi.org/10.3991/ijet.v13i02.8094

Pimentel, J. L. (2019). Some biases in Likert scaling usage and its correction. International Journal of Science: Basic and Applied Research 45(1), 183-191. https://www.gssrr.org/index.php/JournalOfBasicAndApplied/article/view/9874

Pratiwi, D. I., & Waluyo, B. (2023). Autonomous learning and the use of digital technologies in online English classrooms in higher education. Contemporary Educational Technology, 15(2). https://doi.org/10.30935/cedtech/13094

Putri, N. S., & Refnaldi. (2020). The use of mobile-assisted language learning in improving students’ English vocabulary. Journal of English Language Teaching, 9(4), 889–897. https://doi.org/10.33394/jollt.v12i3.11041

Reinders, H. (2020). Fostering autonomy: Helping learners take control. English Teaching (South Korea), 75(2), 135–147. https://doi.org/10.15858/engtea.75.2.202006.135

Ridwandha, Eka, Syahputra; Wahidah; Mauloeddin, A. (2022). Interactive multimedia for teaching writing descriptive text to junior high school students. ITQAN: Jurnal Ilmu-Ilmu Kependidikan, 13(2), 183–198. https://doi.org/10.47766/itqan.v13i2.635

Sakkir, G., & Syamsuddin, N. A. (2023). Students’ perceptions of Duolingo mobile assisted language learning (MALL) in learning English vocabulary. EduLine: Journal of Education and Learning Innovation, 3(3), 381-388. https://doi.org/10.35877/454RI.eduline1970

Sari, A. I., Suryani, N., Rochsantiningsih, D., & Suharno. (2019). The development of android-based smartphone learning application on teaching reading comprehension. AIP Conference Proceedings, 2194(1), 020110. https://doi.org/10.1063/1.5139842

Sari, C. C. (2024). Mobile-Assisted language learning via WhatsApp group: Interaction patterns and teacher perspectives. Journal of English Language Teaching, 11(1), 23-35. https://doi.org/10.33394/jo-elt.v11i1.11287

Sariani, Miladiyenti, F., Rozi, F., Haslina, W., & Marzuki, D. (2022). Incorporating mobile-based artificial intelligence to English pronunciation learning in tertiary-level students: Developing Autonomous Learning. International Journal of Advanced Science Computing and Engineering, 4(3), 220–232. https://doi.org/10.62527/ijasce.4.3.92

Sartika, N., & Nurdin, M. (2019). Students’ Ability in writing descriptive text based on its generic structure at the tenth grade student of vocational high school. Professional Journal of English Education), 2(4), 436. https://doi.org/10.22460/project.v2i4.p436-44 1

Shvaikina, N. S., Popel, A. A., & Volova, V. M. (2024). The role of autonomous learning in the study of grammar by economics and foreign language students (pedagogical profile with two areas of training). Vestnik of Samara State Technical University Psychological and Pedagogical Sciences, 21(1), 87–98. https://doi.org/10.17673/vsgtu-pps.2024.1.8

Sintayani, N. L., Padmadewi, N. N., & Budiarta, L. G. R. (2022). Developing ICT-based learning media using Powtoon for teaching descriptive text. The Art of Teaching English as a Foreign Language, 3(2), 127–137. https://doi.org/10.36663/tatefl.v3i2.430

Suryani, N. Y., & Jaya, A. (2025, July). Enhancing English language acquisition through Mobile-assisted language learning (MALL): AI-driven strategies. In Conference on English Language Teaching (pp. 255-276). https://doi.org/10.24090/celti.2025.1318

Syamsir. (2023). Students of autonomous learning using mobile assisted language learning (MALL) at senior high school. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, 10(2), 1953–1963. https://doi.org/10.24256/ideas.v10i2.3398

Tang, F. (2024). Understanding the role of digital immersive technology in educating the students of english language: does it promote critical thinking and self-directed learning for achieving sustainability in education with the help of teamwork? BMC Psychology, 12(1), 1–14. https://doi.org/10.1186/s40359-024-01636-6

Tinoca, L., Piedade, J., Santos, S., Pedro, A., & Gomes, S. (2022). Design-based research in the educational field: A systematic literature review. Education Sciences, 12(6), 410. https://doi.org/10.3390/educsci12060410

Vaughn, M. (2019). Adaptive teaching during reading instruction: A multi-case study. Reading Psychology, 40(1), 1–33. https://doi.org/10.1080/02702711.2018.1481478

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

Wahyuni, S., & Rachmawati, D. (2021). Developing an android-based English learning application to improve junior high school students’ writing skills. Journal of English Language Teaching and Linguistics, 6(2), 215–228. https://doi.org/10.21462/jeltl.v6i2.540

Waruwu, S. W. (2023). Students’ difficulties in writing descriptive text at the eleventh grade of SMA Negeri 1 Onohazumba. Jurnal Ilmiah Mahasiswa Keguruan, 2(2). 136-147. https://doi.org/10.57094/faguru.v2i2.1056

Wibowo, S., Wangid, M. N., & Firdaus, F. M. (2025). The relevance of Vygotsky's constructivism learning theory with the differentiated learning primary schools. Journal of education and learning (EduLearn), 19(1), 431-440. https://doi.org/10.11591/edulearn.v19i1.21197

Yu, Z., Yu, L., Xu, Q., Xu, W., & Wu, P. (2022). Effects of mobile learning technologies and social media tools on student engagement and learning outcomes of English learning. Technology, Pedagogy and Education, 31(3), 381–398. https://doi.org/10.1080/1475939X.2022.2045215