Peningkatan UX Melalui Perancangan dan Pengujian Sistem Pembelajaran Digital Berbasis Buku menggunakan Design Thinking

Authors

  • Dian Ayu Cahyani Universitas Jenderal Achmad Yani
  • Irma Santikarama Universitas Jenderal Achmad Yani
  • Sigit Anggoro Universitas Jenderal Achmad Yani

DOI:

https://doi.org/10.54259/satesi.v5i2.5372

Keywords:

User Experience, Design Thinking, Heatmap Analysis, System Usability Scale, Digital Learning

Abstract

User Experience (UX) is a crucial aspect in determining the effectiveness of digital learning systems. This study aims to design and evaluate a book-based digital learning system prototype using the Design Thinking approach. The research was conducted through five stages: Empathize, Define, Ideate, Prototype, and Test. Data were collected using questionnaires, interviews, and observations involving students, lecturers, and publishers. The evaluation applied a triangulation strategy combining the System Usability Scale (SUS), heatmap analysis, and semi-structured interviews. The results indicate an average SUS score of 70, which is above the minimum benchmark of 68, although improvements are still needed in visual design and navigation. Heatmap analysis revealed that most navigation elements were successfully used, but some icons were not recognized and certain menus were rarely accessed. The interviews reinforced these findings, highlighting that the system supports lecturers in monitoring and enhances student engagement, yet issues remain regarding button color contrast, label consistency, and the speed of accessing large files. These results demonstrate that Design Thinking, when combined with triangulated evaluation, can produce a book-based digital learning system that is more interactive, adaptive, and collaborative. This study contributes to the literature by emphasizing that integrating user-centered design with triangulation methods can significantly improve UX quality in higher education digital learning contexts.

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References

H. B. Santoso, M. Schrepp, L. M. Hasani, R. Fitriansyah, and A. Setyanto, “The use of User Experience Questionnaire Plus (UEQ+) for cross-cultural UX research: evaluating Zoom and Learn Quran Tajwid as online learning tools,” Heliyon, vol. 8, no. 11, 2022, doi: 10.1016/j.heliyon.2022.e11748.

O. Fayez, B. Ozfidan, and H. Ismail, “The Praxis of User Experience (UX) in the Design of Undergraduate Online Classes: Framing the Perceptions of Engineering and Social Sciences Students,” Sustainability, vol. 15, no. 4, p. 3300, Feb. 2023, doi: 10.3390/su15043300.

B. Mostefai, T. Boutefara, N. Bousbia, A. Balla, S. Dhelim, and A. Hammia, “Enhancing user experience in e-learning systems: A new user-centric RESTful web services approach,” Comput. Hum. Behav. Reports, vol. 18, no. January, p. 100643, 2025, doi: 10.1016/j.chbr.2025.100643.

M. Griffith and C. Lechuga-Jimenez, “Design Thinking in Higher Education Case Studies: Disciplinary Contrasts between Cultural Heritage and Language and Technology,” Educ. Sci., vol. 14, no. 1, 2024, doi: 10.3390/educsci14010090.

L. F. Alvarado, “Design thinking as an active teaching methodology in higher education: a systematic review,” Front. Educ., vol. 10, no. March, 2025, doi: 10.3389/feduc.2025.1462938.

E. Ediyanto, Z. Zulkipli, A. Sunandar, and M. M. Yunus, Triangulation in Educational Research: A Literature Review, no. Icemt 2024. Atlantis Press SARL, 2025.

M. Hyzy, R. Bond, M. Mulvenna, and L. Bai, “System Usability Scale Benchmarking for Digital Health Apps : Corresponding Author :,” vol. 10, pp. 1–11, doi: 10.2196/37290.

M. Hyzy et al., “System Usability Scale Benchmarking for Digital Health Apps: Meta-analysis,” JMIR mHealth uHealth, vol. 10, no. 8, pp. 1–11, 2022, doi: 10.2196/37290.

J. H. Kim, Y. H. Bae, S. S. Kim, M. Lee, and S. H. Ho, “Formative Usability Evaluation of a Three-Way Digital Healthcare System for the People with Disabilities and Their Caregivers: A Cross-Sectional Study,” Healthc., vol. 10, no. 11, 2022, doi: 10.3390/healthcare10112325.

F. Davila, F. Paz, and A. Moquillaza, “Usage and Application of Heatmap Visualizations on Usability User Testing: A Systematic Literature Review,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 14032 LNCS, no. July, pp. 3–17, 2023, doi: 10.1007/978-3-031-35702-2_1.

Dian Arlupi Utami and Rohmi Nur Utami, “Rancangan Inovasi Penyimpanan Arsip Berbasis Website di Kantor Konsultan Pajak Erwin Nur Kurotin,” Formosa J. Comput. Inf. Sci., vol. 1, no. 1, pp. 51–78, 2022, doi: 10.55927/fjcis.v1i1.468.

R. I. Sianturi, S. Suryatiningsih, P. Aji, and B. Preciosa, “User Experience Satisfaction Analysis of the CLEIN Plastic Bottle Waste Saving Mobile Application,” Procedia Comput. Sci., vol. 245, no. C, pp. 934–942, 2024, doi: 10.1016/j.procs.2024.10.321.

D. Siwiec, B. Gajdzik, R. Gawlik, R. Wolniak, and A. Pacana, “Jo u rn l P re ro of,” J. Open Innov. Technol. Mark. Complex., p. 100480, 2025, doi: 10.1016/j.joitmc.2025.100480.

S. Charles, “Design Thinking, a Novel Approach for an Effective and Improved Educational System–A Review,” Int. J. Prof. Dev. Learn. Learn., vol. 4, no. 1, p. ep2205, Apr. 2022, doi: 10.30935/ijpdll/12010.

W. Leal Filho et al., “Design thinking for sustainable development: A bibliometric analysis and case study research,” J. Clean. Prod., vol. 455, no. June 2023, p. 142285, 2024, doi: 10.1016/j.jclepro.2024.142285.

J. Arkedis et al., “Can transparency and accountability programs improve health? Experimental evidence from Indonesia and Tanzania,” World Dev., vol. 142, 2021, doi: 10.1016/j.worlddev.2020.105369.

W. Li, X. Zhang, H. Gao, J. Gui, X. Yang, and J. Yang, “Developing positive design with innovative thinking framework: A design pedagogical approach to enhance subjective well-being,” Heliyon, vol. 10, no. 23, p. e39342, 2024, doi: 10.1016/j.heliyon.2024.e39342.

J. Jylhä, “Visual Heatmaps in User Experience Design,” 2024.

K. Słomska-Przech, T. Panecki, and W. Pokojski, “Heat maps: Perfect maps for quick reading? comparing usability of heat maps with different levels of generalization,” ISPRS Int. J. Geo-Information, vol. 10, no. 8, 2021, doi: 10.3390/ijgi10080562.

O. Suria, “A Statistical Analysis of System Usability Scale (SUS) Evaluations in Online Learning Platform,” J. Inf. Syst. Informatics, vol. 6, no. 2, pp. 992–1007, 2024, doi: 10.51519/journalisi.v6i2.750.

R. Mardhatillah, “Implementasi Metode Design Thinking Dalam Perancangan Prototype Ui/Ux Aplikasi E-Event,” pp. 1–104, 2022.

S. Hahn-Goldberg et al., “Tool development to improve medication information transfer to patients during transitions of care: A participatory action research and design thinking methodology approach,” Res. Soc. Adm. Pharm., vol. 18, no. 1, pp. 2170–2177, 2022, doi: 10.1016/j.sapharm.2021.04.002.

B. P. Dicya and T. Tranggono, “Usability Testing of Industrial Engineering UPNVJT Website Using Eye Tracking and System Usability Scale,” Sinkron, vol. 8, no. 3, pp. 1480–1494, 2024, doi: 10.33395/sinkron.v8i3.13765.

L. B. Andersen et al., “Infrastructuring digital literacy in K-12 education: A national case study,” Int. J. Child-Computer Interact., vol. 42, no. October, 2024, doi: 10.1016/j.ijcci.2024.100697.

I. Yorgun, R. Egel, L. Lamers, and B. Kuhlenkötter, “An approach inspired by Design Thinking methodologies to improve the company-wide collaboration applied in a Hydrogen Electrolyzer project,” Procedia CIRP, vol. 119, pp. 1097–1102, 2023, doi: 10.1016/j.procir.2023.02.182.

W. Ijassi, D. Evrard, and P. Zwolinski, “Development of a circularity design methodology for urban factories based on systemic thinking and stakeholders engagement,” Sustain. Prod. Consum., vol. 46, no. December 2023, pp. 600–616, 2024, doi: 10.1016/j.spc.2024.02.031.

Y. Yudhanto, E. H. Pratisto, F. A. Purnomo, T. N. Hidayat, N. A. Haqimi, and O. D. W. Ardhi, “Design and Development Museum Ticketing System (MTS) with Design Thinking Method,” Procedia Comput. Sci., vol. 234, no. 2023, pp. 1212–1219, 2024, doi: 10.1016/j.procs.2024.03.117.

F. Febiri, M. I. Gariba, M. Hub, and R. Provaznikova, “The synergy between human factors, public digitalization and public administration in the European context,” J. Open Innov. Technol. Mark. Complex., vol. 10, no. 4, p. 100424, 2024, doi: 10.1016/j.joitmc.2024.100424.

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Published

2025-10-15

How to Cite

Dian Ayu Cahyani, Irma Santikarama, & Sigit Anggoro. (2025). Peningkatan UX Melalui Perancangan dan Pengujian Sistem Pembelajaran Digital Berbasis Buku menggunakan Design Thinking . SATESI: Jurnal Sains Teknologi Dan Sistem Informasi, 5(2), 173–182. https://doi.org/10.54259/satesi.v5i2.5372