A Needs Analysis for Scratch-Based Digital Media in Junior High Coding and Artificial Intelligence Education

Authors

  • Faizal Mutaqin Universitas Pancasakti Tegal, Indonesia
  • Taufiqulloh Taufiqulloh Universitas Pancasakti Tegal, Indonesia
  • Dewi Amaliah Nafiati Universitas Pancasakti Tegal, Indonesia

DOI:

https://doi.org/10.54518/rh.6.1.2026.970

Keywords:

Artificial Intelligence, Coding, Digital Learning Media, Junior High School, Needs Analysis, Scratch

Abstract

The development of interactive digital learning media is essential to support coding and Artificial Intelligence (AI) education at the junior high school level. This study aims to analyze the needs for developing scratch-based interactive digital learning media that can enhance student engagement and facilitate a more practical understanding of coding and AI concepts. This research employed a qualitative descriptive approach. The subjects included an informatics teacher and eighth-grade students at a public junior high school. Data were collected through classroom observations, in-depth interviews with teachers, and an analysis of school facilities and learning conditions. The instruments used were observation sheets and interview guides that had been validated by experts. The results of the needs analysis indicate that coding and AI learning remain predominantly theoretical, lack interactive digital media support, and have not yet optimized the use of computer laboratory facilities. Both teachers and students require digital learning media that are visual, easy to use, and capable of providing project-based learning experiences. Based on these findings, the development of interactive digital learning media using Scratch is necessary to align with the characteristics of junior high school students and to support the achievement of learning competencies in coding and artificial intelligence.

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References

Abdullah, M. I., Masdar, R., Karim, F., Din, M., Zahra, F., Furqan, A. C., ... & Megawati, N. (2022). Improving the management of school operational assistance (SOA) grants through expenditure governance. Economic and Business Horizon, 1(3), 1–12.

Bada, S. O. (2015). Constructivism learning theory: A paradigm for teaching and learning. Journal of Research & Method in Education, 5(6), 66–70.

Bakri, M. I., Mattulada, A., Abdullah, M. I., Karim, F., Kahar, A., Din, M., ... & Furqan, A. C. (2022). The management of school operational assistance (SOA) through tax administration at Tojo Una Una’s financial and asset management agency. Research Horizon, 2(4), 476–487.

Batni, B., Junaini, S. N., Sidi, J., Mustafa, W. A., & Ismail, Z. I. A. (2025). Current research trends of scratch block based programming for K-12: A systematic review. Journal of Advanced Research in Applied Sciences and Engineering Technology, 51(2), 138–152.

Berlian, M., Arsad, N. M., Hardila, D., Yovita, Y., & Nasution, D. N. (2024). Development of Scratch learning media to improve scientific literacy and computational thinking in primary education in The Society 5.0 era. Journal of Natural Science and Integration, 7(1), 94–110.

Brennan, K., & Resnick, M. (2012, April). New frameworks for studying and assessing the development of computational thinking. In Proceedings of the 2012 annual meeting of the American educational research association (Vol. 1, p. 25). Vancouver, Canada: AERA.

Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). London: SAGE Publications.

Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2019). How to design and evaluate research in education (10th ed.). Columbus: McGraw-Hill Education.

Joyce, B., Weil, M., & Calhoun, E. (2015). Models of teaching (9th ed.). London: Pearson.

Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi. (2022). Kurikulum Merdeka: Capaian Pembelajaran SMP. Jakarta: Kemendikbudristek.

Mahdiyah, M., Priyanto, P., & Hartopo, I. (2025). Improving students’ understanding and learning outcomes in algorithms through Scratch-based interactive learning media. JP (Jurnal Pendidikan): Teori dan Praktik, 10(2), 143–155.

Mazlan, M. A., Azman, M. N. A., Evans, D. G., Pratama, H., & Lin, V. T. A. (2023). Development of Scratch applications for virtual smart homes in teaching electronic components in electronic design for design and tech subjects. Journal of Technology and Humanities, 4(2), 39–48.

Miles, M. B., Huberman, A. M., & Saldaña, J. (2014). Qualitative data analysis: A methods sourcebook (3rd ed.). London: SAGE Publications.

Mishra, P., & Koehler, M. J. (2006). Technological pedagogical content knowledge: A framework for teacher knowledge. Teachers College Record, 108(6), 1017–1054.

Nafiati, D. A. (2011). Meningkatkan efektivitas pembelajaran melalui penggunaan multimedia. Mimbar Pendidikan, 3(21), 1–10.

Nurhalizah, N., & Jayanti, U. N. A. D. (2023). The development of Scratch software-based interactive learning media on regulatory system material. Jurnal Pembelajaran Dan Biologi Nukleus, 9(2), 372–386.

Nurwinanda, N., & Khalik, M. (2023). Critical analysis of attainment of Arabic language learning outcomes in competency-based curriculum at elementary Islamic schools. Research Horizon, 3(3), 192–197.

Panjaitan, M. S., & Simanjutak, M. (2021). Development of interactive learning media using Scratch to improve students’ computational thinking skills. Journal of Educational Technology, 18(3), 145–156.

Park, Y., & Shin, Y. (2021). Tooe: A novel scratch extension for K-12 big data and artificial intelligence education using text-based visual blocks. IEEE Access, 9(3), 630–646.

Pratiwi, I. A., Rahmawati, A., Azman, M. N. A., Fajrie, N., & Mustofa, H. A. (2025). Development and effectiveness of multimedia interactive learning scratch wabimendu (world indonesian cultural heritage). In Frontiers in Education (Vol. 10, p. 1628412). Lausanne: Frontiers Media SA.

Purnama, A. (2020). Project-based learning in improving students’ creativity and problem-solving skills. Jurnal Pendidikan Sains, 8(2), 112–123.

Ramadhani, R. (2024). Big data in digital transformation of corporate marketing strategy. Economic and Business Horizon, 3(1), 24–28.

Resnick, M., Maloney, J., Monroy-Hernández, A., Rusk, N., Eastmond, E., Brennan, K., ... & Silverman, B. (2009). Scratch: Programming for all. Communications of the ACM, 52(11), 60–67.

Rianawati, E., Fajrie, N., Chamid, A. A., Darmanto, E., Basir, M. A., & Azman, M. N. A. (2024). Development of programming-based learning media on geometry material for grade IV elementary school assisted by Scratch application. ANP Journal of Social Science and Humanities, 5(2), 47–54.

Sugiyono. (2022). Metode penelitian pendidikan: Pendekatan kuantitatif, kualitatif, dan R&D. Bandung: Alfabeta.

Syamsuddin, N., Tahir, H., Syamsunir, S., Hasanuddin, H., & Hermansyah, S. (2023). Influence of the CapCut application on the ICT learning performance. Research Horizon, 3(4), 300–307.

Taufiqulloh, T., Nindya, M. A., Sulistyawati, A. E., & Sumekto, D. R. (2025). Investigating Indonesian EFL students’ writing strategies: A framework for self-assessment. Language Testing in Asia, 15(51), 1–15.

Thomas, J. W. (2000). A review of research on project-based learning. San Rafael: The Autodesk Foundation.

Wahyudi, A. (2023). Analisis kebutuhan pengembangan media digital dalam pembelajaran abad 21. Jurnal Teknologi Pendidikan, 11(1), 55–67.

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). London: SAGE Publications.

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Published

2026-02-28

How to Cite

Mutaqin, F., Taufiqulloh, T., & Nafiati, D. A. (2026). A Needs Analysis for Scratch-Based Digital Media in Junior High Coding and Artificial Intelligence Education . Research Horizon, 6(1), 621–632. https://doi.org/10.54518/rh.6.1.2026.970

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