Developing Deep Learning–Based Digital Instructional Materials for Scientific Writing Integrating Palembang Local Wisdom to Enhance Secondary School Students’ Literacy
DOI:
https://doi.org/10.17507/tpls.1607.08Keywords:
needs analysis, digital instructional materials, scientific writing, deep learning, local wisdomAbstract
This study aims to analyze the need for developing digital instructional materials for scientific writing based on deep learning principles and Palembang local wisdom for secondary school students. The needs analysis was conducted using Nation and Macalister’s framework, which encompasses the aspects of necessities, lacks, and needs. The study employed a research and development (R&D) design. Data were collected through questionnaires and interviews, involving 779 secondary school students and 28 Indonesian language teachers as respondents. The data were analyzed using both quantitative and qualitative approaches. The findings indicate a strong need for the development of digital instructional materials for scientific writing that integrate deep learning principles and Palembang local wisdom. In terms of necessities, students require mastery of scientific writing conventions, the ability to develop ideas systematically, the use of appropriate academic language, and learning activities that foster critical and reflective thinking within a relevant local wisdom context. Regarding lacks, the instructional materials currently in use are predominantly theoretical, less engaging, unsystematic, limited in practical exercises and feedback, and do not optimally integrate technology or local wisdom, resulting in suboptimal development of students’ writing skills. Concerning needs, both teachers and students expressed a high demand for interactive, applicative, and contextual digital instructional materials, equipped with step-by-step guidance, authentic assessment, and adequate technical support to enhance the quality of scientific writing instruction in the digital era.
References
Al-Fitrie, A. L., Solihatin, E., & Kustandi, C. (2023). Pengembangan Bahan Ajar Digital dengan Pendekatan Collaborative Learning Menggunakan Padlet untuk Meningkatkan Kemampuan Menulia Siswa [Development of Digital Teaching Materials with a Collaborative Learning Approach Using Padlet to Improve Students' Writing Skills]. Jurnal Paedagogy, 10(4), 1045. https://doi.org/10.33394/jp.v10i4.9060
Bal, M., & Öztürk, E. (2025). The potential of deep learning in improving K-12 students’ writing skills: A systematic review. British Educational Research Journal, 51(3), 1295–1312. https://doi.org/10.1002/berj.4120
Borg, W., & Gall, M. D. (1983). Educational Research: An Introduction. Longman.
Bourbour, M. (2023). Using digital technology in early education teaching: learning from teachers’ teaching practice with interactive whiteboard. International Journal of Early Years Education, 31(1), 269–286. https://doi.org/10.1080/09669760.2020.1848523
Cahyono, B. Y., Irawati, R., Amalia, S. N., & Hidayat, L. E. (2024). Project-based learning in EFL educational settings: A meta-analysis study in EFL/ESL writing. Journal of Writing Research, 16(1), 105–127. https://doi.org/10.17239/jowr2024.16.01.04
Carrasco, Carlos Eduardo Sánchez. (2025). Deep Learning and E-Learning as Drivers of Educational Transformation: 21st-Century Competencies and the Mexican Legal Framework. Ciencia Jurídica y Sostenibilidad, 12(1), 1–29.
Fa, A., Indreswari, H., & Setiyowati, A. J. (2024). How Can We Enhance PISA Ranking Through Effective Learning. Jurnal Pendidikan Progresif, 14(02), 1421–1442. https://doi.org/10.23960/jpp.v14.i2.20241
Fälth, L., & Selenius, H. (2022). Primary school teachers’ use and perception of digital technology in early reading and writing education in inclusive settings. Disability and Rehabilitation: Assistive Technology, 19(2), 1–10. https://doi.org/10.1080/17483107.2022.2125089
Fauziati, E., Surakarta, U. M., & Tengah, J. (2025). Deep Learning: a Theoretical Review. Suar Bintang, 20(1). 123–133.
Ghani, M. T. A., Hamzah, M., Daud, W. A. A. W., & Romli, T. R. M. (2022). The Impact of Mobile Digital Game in Learning Arabic Language at Tertiary Level. Contemporary Educational Technology, 14(1), 1–18. https://doi.org/10.30935/cedtech/11480
Hakimah, Y., Suprani, Y., Pendahuluan, A., Palembang, S., Lintani, V. Al, Palembang, K., & Kemerdekaan, H. (2021). Kearifan lokal palembang sebagai daya tarik wisata [Palembang local wisdom as a tourist attraction]. Jurnal Kompetitif, 10(1), 23–29.
Jaya, A. P., Lussetyowati, T., & Hidayat, H. (2022). Kearifan lokal dalam arsitektur rumah rakit palembang [Local wisdom in Palembang raft house architecture]. Jurnal Arsitektur Zonasi, 5, 267–273.
Jeanjaroonsri, R. (2023). Thai EFL Learners’ Use and Perceptions of Mobile Technologies for Writing. LEARN Journal: Language Education and Acquisition Research Network, 16(1), 169–193.
Kovač, V. B., Nome, D., Jensen, A. R., & Skreland, L. L. (2023). The why, what and how of deep learning: critical analysis and additional concerns. Education Inquiry, 16(2), 237–253. https://doi.org/10.1080/20004508.2023.2194502
Kurniawati, E., Pairin, U., Indarti, T., & Madura, I. (2024). Digital Literacy Assisted by Mobile Learning Based on Articulate Storyline in Learning to Understand Poetry. Journal of Educational Technology, 9(3), 402–410.
Kusuma, D. L. (2022). The Development of Writing Teaching Material Model With Local Wisdom Contents. Lililacs Journal English Literature Language and Cultural Studies, 2(1), 18–26.
Kusumaningrum, D., & Masruro, A. (2022). Development of Learning Media Flipbook Digital Comic Based on Local Wisdom to Increase Learning Interest. EduLine: Journal of Education and Learning Innovation, 2(2), 117–122. https://doi.org/10.35877/454ri.eduline814
Macalister, J., & Nation, I. (2019). Language Currulum Design. Routledge.
Maisarah, M., Lestari, T. A., & Sakulpimolrat, S. (2022). Urgensi Pengembangan Media berbasis Digital Pada Pembelajaran Bahasa Indonesia [The Urgency of Developing Digital-Based Media in Indonesian Language Learning]. EUNOIA (Jurnal Pendidikan Bahasa Indonesia), 2(1), 65. https://doi.org/10.30821/eunoia.v2i1.1348
Nieto-Márquez, N. L., Baldominos, A., & Pérez-Nieto, M. Á. (2020). Digital teaching materials and their relationship with the metacognitive skills of students in primary education. Education Sciences, 10(4), 1–18. https://doi.org/10.3390/educsci10040113
Nisphi, M. L., Alwi, Z., & Oktarina, S. (2023). PISA-Like Questions on News Items: A Novel Approach to Reading Literacy. Journal of Research and Innovation in Language, 5(2), 178–199.
Nugraheni, L., & Riyanto, S. (2023). Mapping BIPA Teaching Materials Based on Local Wisdom (Issue Icliqe 2022). Atlantis Press SARL. https://doi.org/10.2991/978-2-38476-114-2_92
Oktarina, S. (2024). The Development of Blended Learning Model Combined With Project-Based Learning Model in Indonesian Students’ Scientific Writing. Theory and Practice in Language Studies, 14(8), 2346–2357. https://doi.org/10.17507/tpls.1408.07
Oktarina, S., Indrawati, S., & Slamet, A. (2023). Needs Analysis for Blended Learning Models and Project-Based Learning to Increase Student Creativity and Productivity in Writing Scientific Papers. Al Ishlah:Jurnal Pendidikan, 15(4), 4537–4545. https://doi.org/10.35445/alishlah.v15i4.3187
Ottu, M. D. I., Yundayani, A., & Djahimo, S. E. P. (2024). The Use Of Local Wisdom-Based Instructional Materials In English Language Teaching For Junior High School Students In Timor Tengah Selatan Regency. Soscead, 7(2), 6–15.
Ruswandi, R., Hachicha, S., Khemiri, M., & Jaziri, L. (2025). The Influence of the Use of Digital Technology in Arabic Language Learning in Higher Education. Qaul ’Arabiy, 1(2), 37–47.
Samad, I. A., Fitriani, S. S., Yusuf, Y. Q., & Ys, S. B. (2024). Scaffold the Writing of Argumentative Texts to Undergraduate Students through Genre-based Pedagogy. LEARN Journal: Language Education and Acquisition Research Network, 17(2), 196–222.
Septika, H. D., Ilyas, M., & Prasetya, K. H. (2023). Development Of Teaching Modules Based On Local Wisdom In Learning Literature Writing For Students In Elementary School Teacher Education Program. Santhet Jurnal Sejarah Pendidikan Dan Humaniora, 8(1), 89–94. https://doi.org/10.36526/santhet.v8i1.3180
Sihombing, R. A., Anwar, S., Liu, S., & Winarno, N. (2025). Integrating Local Wisdom into Environmental Education: A Systematic Review of Ethnoscience Research in Indonesia. Journal of Natural Science and Integration, 8(1), 57–74. https://doi.org/10.24014/jnsi.v8i1.35762
Sinar, T. S., Zein, T. T., Huszka, B., Yusuf, M., Maharani, P., & Sanjaya, D. (2024). Learning English Literacy through Video Games: A Multimodal Perspective. Journal of Curriculum and Teaching, 13(1), 102–118. https://doi.org/10.5430/jct.v13n1p102
Srimularahmah, A., & Mantasiah, R. (2025). Development of Teaching Materials for Writing Scientific Works Based on Digital Learning for Students of the Indonesian. International Journal of Teaching and Learning, 3(4), 206–228. https://injoqast.net/index.php/INJOTEL/article/view/107
Stutchbury, K., Ebubedike, M., Amos, S., & Chamberlain, L. (2023). Professional development in the digital age: supporting improvements in teacher education through MOOCs. Open Learning, 40(1), 1–24. https://doi.org/10.1080/02680513.2023.2195875
Widiastuti, N. P. K., Putrayasa, I. B., Pujawan, I. G. N., & Widiana, I. W. (2024). Linguistic Intelligence: Improving Writing Ability through Mind Mapping of Project Based Learning. International Journal of Language Education, 8(3), 472–486. https://doi.org/10.26858/ijole.v8i3.66491
Xu, Z., Mittal, P. S., Ahmed, M. M., Adak, C., & Cai, Z. G. (2025). Assessing penmanship of Chinese handwriting: a deep learning-based approach. Reading and Writing, 38(3), 723–743. https://doi.org/10.1007/s11145-024-10531-w
Yulianeta, Y., Hardini, T. I., Wirza, Y., Haerudin, D., Amandangi, D. P., & Nismara, Z. A. (2024). Indonesian Local Wisdom as Material for Strengthening the Competence of BIPA Teachers in Australia. In Proceedings of the 7th International Conference on Language, Literature, Culture, and Education (ICOLLITE 2023) (pp. 537-545). Atlantis Press. https://doi.org/10.2991/978-94-6463-376-4_72
Yuliarti, Suwandi, S., Andayani, & Sumarwati. (2023). Learning Model Inquiry-Based Local Wisdom Dilemmas Stories and Their Effects on Critical Thinking and Scientific Writing Abilities. International Journal of Learning, Teaching and Educational Research, 22(5), 538–557.
Zaidi, R., & Sah, P. K. (2024). Affordances of Multilingual and Multimodal Literacy Engagements of Immigrant High School Students: A Scoping Review. SAGE Open, 14(1), 1–17. https://doi.org/10.1177/21582440241228122