Enhancing High School Students' Problem-Solving Skills Through Digital Module Integration

Authors

  • Putera Islamiyadi Rahmatullah Faculty of Teacher Training and Education, Universitas Sebelas Maret, Surakarta, Indonesia
  • Muhammad Akhyar Faculty of Teacher Training and Education, Universitas Sebelas Maret, Surakarta, Indonesia
  • Agus Efendi Faculty of Teacher Training and Education, Universitas Sebelas Maret, Surakarta, Indonesia

DOI:

https://doi.org/10.21009/jtp.v27i1.53496

Keywords:

Digital Modules, Problem-solving Skills, Programming Education, Collaborative Coding

Abstract

In programming education, problem-solving skills are essential for high school students to understand and apply coding concepts effectively. Traditional teaching methods often lack interactive elements, making it difficult for students to engage with complex programming concepts. Digital modules offer an interactive and structured learning approach that can enhance students' engagement and cognitive abilities in problem-solving. This study aimed to evaluate the effectiveness of digital modules in enhancing high school students’ problem-solving skills in programming education. A quasi-experimental design with pre-test and post-test assessments was used to compare the outcomes between experimental and control groups. The study involved 60 high school students, divided into two groups: 30 students in the experimental group using digital modules and 30 in the control group relying on conventional methods such as lectures and PowerPoint presentations. The digital module was designed with structured tasks and collaborative coding activities to support analytical thinking and practical problem-solving. Data analysis, including independent sample t-tests and N-Gain calculations, demonstrated a significant improvement in the experimental group’s problem-solving performance. The experimental group achieved an N-Gain score of 85.2%, categorized as "high effectiveness," highlighting the module’s ability to enhance critical problem-solving skills. These findings indicate that digital modules are effective tools for improving problem-solving competencies in programming education. This study suggests that integrating digital modules into teaching practices can foster student engagement and skill development, addressing the needs of modern education. Further research is recommended to explore their long-term impact and application across different subjects.

References

Afriana, M., Jayanti Syahfitri, & Fitriani, A. (2023). Development of Digital-Based Interactive Modules in Senior High School. Quagga: Jurnal Pendidikan Dan Biologi, 15(2), 179–187. https://doi.org/10.25134/quagga.v15i2.5

AYTEKİN, A., & TOPÇU, M. S. (2024). Improving 6th Grade Students’ Creative Problem Solving Skills Through Plugged and Unplugged Computational Thinking Approaches. Journal of Science Education and Technology, 33(6), 867–891. https://doi.org/10.1007/s10956-024-10130-y

Ben Fadel, N., & McAleer, S. (2020). Impact of a web-based module on trainees’ ability to interpret neonatal cranial ultrasound. BMC Medical Education, 20(1), 489. https://doi.org/10.1186/s12909-020-02400-1

Bosancic, B., & Matijevic, M. (2020). Information as a construction. Journal of Librarianship and Information Science, 52(2), 620–630. https://doi.org/10.1177/0961000619841657

Camilleri, M. A., & Camilleri, A. C. (2017). Digital Learning Resources and Ubiquitous Technologies in Education. Technology, Knowledge and Learning, 22(1), 65–82. https://doi.org/10.1007/s10758-016-9287-7

Chen, G., Jin, Y., & Chen, P. (2024). Development of a platform for state online education services: Design concept based on meta-universe. Education and Information Technologies, 29(17), 23605–23629. https://doi.org/10.1007/s10639-024-12792-y

Chen, S. Y., & Wang, J.-H. (2019). Human Factors and Personalized Digital Learning: An Editorial. International Journal of Human–Computer Interaction, 35(4–5), 297–298. https://doi.org/10.1080/10447318.2018.1542891

Edwards, R. (2015). Software and the hidden curriculum in digital education. Pedagogy, Culture & Society, 23(2), 265–279. https://doi.org/10.1080/14681366.2014.977809

Fradila, E., Razak, A., Santosa, T. A., Arsih, F., & Chatri, M. (2021). Development Of E-Module-Based Problem Based Learning (PBL) Applications Using Sigil The Course Ecology And Environmental Education Students Master Of Biology. International Journal of Progressive Sciences and Technologies (IJPSAT, 27 (2), 673–682. Http://Ijpsat. Ijsht-Journals. Org.

Gopinathan, S., Kaur, A. H., Veeraya, S., & Raman, M. (2022). The Role of Digital Collaboration in Student Engagement towards Enhancing Student Participation during COVID-19. Sustainability, 14(11), 6844. https://doi.org/10.3390/su14116844

Greener, S. (2022). The tensions of student engagement with technology. Interactive Learning Environments, 30(3), 397–399. https://doi.org/10.1080/10494820.2022.2048550

Gruba, P., & S⊘ndergaard, H. (2001). A Constructivist Approach to Communication Skills Instruction in Computer Science. Computer Science Education, 11(3), 203–219. https://doi.org/10.1076/csed.11.3.203.3833

Hmelo-Silver, C. E. (2004). Problem-Based Learning: What and How Do Students Learn? Educational Psychology Review, 16(3), 235–266. https://doi.org/10.1023/B:EDPR.0000034022.16470.f3

Jiang, L. (2024). Digital Technology Boosts the Construction of English Smart Classroom in Colleges and Universities. Applied Mathematics and Nonlinear Sciences, 9(1). https://doi.org/10.2478/amns-2024-0658

Kane, T., & Baggaley, J. (2002). Selection of Collaborative Tools. The International Review of Research in Open and Distributed Learning, 2(2). https://doi.org/10.19173/irrodl.v2i2.45

MacDougall, C. (2022). 1297. Design and Testing of an Interactive Module for Improving Understanding and Application of Institutional Antibiograms. Open Forum Infectious Diseases, 9(Supplement_2). https://doi.org/10.1093/ofid/ofac492.1128

Marnita, Nurdin, D., Prihatin, E., & Marwan. (2024). Developing Digital Module Using the TPACK Framework to Enhance Students’ Life Skill. Jurnal Penelitian Pendidikan IPA, 10(6), 2956–2970. https://doi.org/10.29303/jppipa.v10i6.7635

Martínez-Borreguero, G., Perera-Villalba, J. J., Mateos-Núñez, M., & Naranjo-Correa, F. L. (2020). Development of ICT-Based Didactic Interventions for Learning Sustainability Content: Cognitive and Affective Analysis. Sustainability, 12(9), 3644. https://doi.org/10.3390/su12093644

Mohamad Hsbollah, H., & Hassan, H. (2022). CREATING MEANINGFUL LEARNING EXPERIENCES WITH ACTIVE, FUN, AND TECHNOLOGY ELEMENTS IN THE PROBLEM-BASED LEARNING APPROACH AND ITS IMPLICATIONS. Malaysian Journal of Learning and Instruction, 19. https://doi.org/10.32890/mjli2022.19.1.6

Moon, J., & Park, Y. (2021). A Scoping Review on Open Educational Resources to Support Interactions of Learners with Disabilities. The International Review of Research in Open and Distributed Learning, 22(2), 314–341. https://doi.org/10.19173/irrodl.v22i1.5110

Morris-Eyton, H., & Pretorius, E. (2023). Cultivating a Digital Promise: Promoting Reflective and Reflexive Activities to Enhance Self-Directed Learning for the 21st Century. Student Success, 14(1), 88–99. https://doi.org/10.5204/ssj.2659

Munzil, M., Affriyenni, Y., Mualifah, S., Fardhani, I., Fitriyah, I. J., & Muntholib, M. (2022). Development of problem based learning based e-modules in the form of flipbooks on environmentally friendly technology materials as an independent learning material for students especially online learning. Jurnal Pendidikan Sains Indonesia (Indonesian Journal of Science Education), 10(1), 37–46.

Nasrulloh, I., Ibrahim, N., & Solihatin, E. (2024). Improving Mathematical Problem-Solving Skills through the Development of Interactive Digital Modules. Mosharafa: Jurnal Pendidikan Matematika, 13(1), 17–28.

Neo, M., Neo, T.-K., & Tai, X.-L. (2007). A constructivist approach to learning an interactive multimedia course: Malaysian students’ perspectives. Australasian Journal of Educational Technology, 23(4). https://doi.org/10.14742/ajet.1247

Nicholus, G., Muwonge, C. M., & Joseph, N. (2023). The Role of Problem-Based Learning Approach in Teaching and Learning Physics: A Systematic Literature Review. F1000Research, 12, 951. https://doi.org/10.12688/f1000research.136339.1

Olvet, D. M., & Sadigh, K. (2023). Comparing the effectiveness of asynchronous e-modules and didactic lectures to teach electrocardiogram interpretation to first year US medical students. BMC Medical Education, 23(1), 360. https://doi.org/10.1186/s12909-023-04338-6

Pitorini, D. E., Suciati, & Harlita. (2024). Students’ Critical Thinking Skills Using an E-Module Based on Problem-Based Learning Combined with Socratic Dialogue. Journal of Learning for Development, 11(1), 52–65. https://doi.org/10.56059/jl4d.v11i1.1014

Polya, G., & Pólya, G. (2014). How to solve it: A new aspect of mathematical method (Vol. 34). Princeton university press.

Rajan, K. K., & Pandit, A. S. (2022). Comparing computer-assisted learning activities for learning clinical neuroscience: a randomized control trial. BMC Medical Education, 22(1), 522. https://doi.org/10.1186/s12909-022-03578-2

Ramdani, Y., Kurniati Syam, N., Karyana, Y., & Herawati, D. (2023). Problem-based learning in research method courses: development, application and evaluation. F1000Research, 11, 378. https://doi.org/10.12688/f1000research.75985.2

Rennstich, J. K. (2019). Creative online collaboration: A special challenge for co-creation. Education and Information Technologies, 24(2), 1835–1836. https://doi.org/10.1007/s10639-019-09875-6

Rodríguez del Rey, Y. A., Cawanga Cambinda, I. N., Deco, C., Bender, C., Avello‐Martínez, R., & Villalba‐Condori, K. O. (2021). Developing computational thinking with a module of solved problems. Computer Applications in Engineering Education, 29(3), 506–516. https://doi.org/10.1002/cae.22214

Rokhani, R. A., & Purnami, A. S. (2021). Manajemen Mutu Pelayanan Pendidikan di Sekolah Kejuruan. Media Manajemen Pendidikan, 4(1), 69–80. https://doi.org/10.30738/mmp.v4i1.8563

Sari, D. I., Rejekiningsih, T., & Muchtarom, M. (2020). Students’ Digital Ethics Profile in the Era of Disruption: An Overview from the Internet Use at Risk in Surakarta City, Indonesia. International Journal of Interactive Mobile Technologies (IJIM), 14(03), 82. https://doi.org/10.3991/ijim.v14i03.12207

Sarva, E., Lāma, G., Oļesika, A., Daniela, L., & Rubene, Z. (2023). Development of Education Field Student Digital Competences—Student and Stakeholders’ Perspective. Sustainability, 15(13), 9895. https://doi.org/10.3390/su15139895

Solihah, P. A., Kaniawati, I., Samsudin, A., & Riandi, R. (2023). Prototype of Greenhouse Effect for Improving Problem-Solving Skills in Science, Technology, Engineering, and Mathematics (STEM)-Education for Sustainable Development (ESD): Literature Review, Bibliometric, and Experiment. Indonesian Journal of Science and Technology, 9(1), 163–190. https://doi.org/10.17509/ijost.v9i1.66773

Suhartini, K., Prasetyorini, P., & Rachman, I. (2023). E-Module of Science Development Based on Higher Order Thinking Skills on the Material of the Human Circulatory System for VIII Grade Students. Jurnal Penelitian Pendidikan IPA, 9(11), 9278–9289. https://doi.org/10.29303/jppipa.v9i11.5229

Sukarmin, S., & Sani, D. M. (2023). Analysis Student Critical Thinking Skill on Physic Learning with E-Modules type Information Search during The Covid 19 Pandemic. Jurnal Penelitian Pendidikan IPA, 9(6), 4130–4134. https://doi.org/10.29303/jppipa.v9i6.2652

Sunarya, R. R., Hijriansyah, R., & Aisyah, R. (2024). Implementation of Problem Solving-Based Electron Configuration E-Modules to Improve Student Learning Outcomes. Jurnal Pendidikan Kimia Indonesia, 8(1), 11–20. https://doi.org/10.23887/jpki.v8i1.70029

Syahri, A. A., Akib, I., & Sukmawati, S. (2024). The Need for Development of Meaningful E-Module Teaching Materials to Optimize Mathematics Learning with a Focus on Critical Thinking Skills. PPSDP International Journal of Education, 3(2), 102–110. https://doi.org/10.59175/pijed.v3i2.286

Tshukudu, E., Olaosebikan, S., Omeke, K., Pancheva, A., McQuistin, S., Jilantikiri, L. J., & Al-Anqoudi, M. (2022). Broadening Participation in Computing. Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 1, 393–399. https://doi.org/10.1145/3502718.3524773

Vrzakova, H., Amon, M. J., Stewart, A., Duran, N. D., & D’Mello, S. K. (2020). Focused or stuck together. Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, 295–304. https://doi.org/10.1145/3375462.3375467

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes (Vol. 86). Harvard university press.

Xu, E., Wang, W., & Wang, Q. (2023). The effectiveness of collaborative problem solving in promoting students’ critical thinking: A meta-analysis based on empirical literature. Humanities and Social Sciences Communications, 10(1), 16. https://doi.org/10.1057/s41599-023-01508-1

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Published

2025-04-25

How to Cite

Rahmatullah, P. I., Akhyar, M., & Efendi, A. (2025). Enhancing High School Students’ Problem-Solving Skills Through Digital Module Integration. JTP - Jurnal Teknologi Pendidikan, 27(1), 245–259. https://doi.org/10.21009/jtp.v27i1.53496

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Vol. 27 No. 1 (2025): Jurnal Teknologi Pendidikan

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Copyright (c) 2025 Putera Islamiyadi Rahmatullah, Muhammad Akhyar, Agus Efendi

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