Abstrak
This study developed an Android-based interactive learning media to support teaching Fundamentals of Electronics Engineering in vocational high schools. Grounded in principles of technology-enhanced learning and systematic instructional design, the development process followed the Waterfall model, encompassing analysis, design, implementation, testing, and refinement stages. Expert validation and student field testing assessed the media’s feasibility and practicality. Results demonstrated that the application met high standards of pedagogical effectiveness, usability, and content relevance. Integrating multimedia elements and aligning the curriculum improved learner engagement and instructional clarity. These findings highlight the potential of mobile learning technologies to enhance subject mastery in technical and vocational education, providing scalable and contextually relevant solutions for developing 21st-century skills.
Referensi
[1] S. Timotheou et al., “Impacts of digital technologies on education and factors influencing schools’ digital capacity and transformation: A literature review,” Educ. Inf. Technol., vol. 28, no. 6, pp. 6695–6726, 2023, doi: https://doi.org/10.1007/s10639-022-11431-8.
[2] D. Mhlanga, “Digital transformation of education, the limitations and prospects of introducing the fourth industrial revolution asynchronous online learning in emerging markets,” Discov. Educ., vol. 3, no. 1, pp. 1–18, Dec. 2024, doi: https://doi.org/10.1007/S44217-024-00115-9.
[3] M. D. Abdulrahaman et al., “Multimedia tools in the teaching and learning processes: A systematic review,” Heliyon, vol. 6, no. 11, p. e05312, Nov. 2020, doi: https://doi.org/10.1016/J.HELIYON.2020.E05312.
[4] A. Granić, “Educational Technology Adoption: A systematic review,” Educ. Inf. Technol., vol. 27, no. 7, pp. 9725–9744, 2022, doi: https://doi.org/10.1007/s10639-022-10951-7.
[5] C. Wardoyo, Y. D. Satrio, B. S. Narmaditya, and A. Wibowo, “Do technological knowledge and game-based learning promote students achievement: lesson from Indonesia,” Heliyon, vol. 7, no. 11, p. e08467, Nov. 2021, doi: https://doi.org/10.1016/J.HELIYON.2021.E08467.
[6] A. Haleem, M. Javaid, M. A. Qadri, and R. Suman, “Understanding the role of digital technologies in education: A review,” Sustain. Oper. Comput., vol. 3, pp. 275–285, Jan. 2022, doi: https://doi.org/10.1016/J.SUSOC.2022.05.004.
[7] N. Fitrihana and H. Nurdiyanto, “Improving Student Competence through Informatics-Based Vocational Education,” Int. J. Artif. Intell. Res., vol. 7, no. 2, pp. 226–231, 2023, doi: https://doi.org/10.29099/ijair.v7i2.1180.
[8] A. Rachman, H. Y. S. Putro, M. A. Rusandi, and D. D. B. Situmorang, “The development and validation of the 'Kuesioner Tema Proyek Penguatan Profil Pelajar Pancasila' (KT P5): A new tool for strengthening the Pancasila Student Profile in Indonesian pioneer schools,” Heliyon, vol. 10, no. 16, p. e35912, Aug. 2024, doi: https://doi.org/10.1016/J.HELIYON.2024.E35912.
[9] OECD, Digital Education Outlook 2021: Pushing the Frontiers with Artificial Intelligence, Blockchain and Robots. Paris, France: OECD Publishing, 2021. doi: https://doi.org/10.1787/589b283f-en.
[10] N. Kerimbayev, Z. Umirzakova, R. Shadiev, and V. Jotsov, “A student-centered approach using modern technologies in distance learning: a systematic review of the literature,” Smart Learn. Environ., vol. 10, no. 1, pp. 1–28, Dec. 2023, doi: https://doi.org/10.1186/S40561-023-00280-8.
[11] F. Martin, T. Sun, and C. D. Westine, “A systematic review of research on online teaching and learning from 2009 to 2018,” Comput. Educ., vol. 159, p. 104009, Dec. 2020, doi: https://doi.org/10.1016/J.COMPEDU.2020.104009.
[12] L. C. Juera, “Digitalizing skills development using simulation-based mobile (SiM) learning application,” J. Comput. Educ., vol. 11, no. 1, pp. 29–50, Mar. 2024, doi: https://doi.org/10.1007/S40692-022-00246-8.
[13] M. Mohammadi, R. A. Marzooghi, G. Salimi, and S. Mansoori, “Learners’ Experiences of Mobile Learning in Vocational and Technical Education Courses,” Interdiscip. J. Virtual Learn. Med. Sci., vol. 8, no. 4, p. 64424, Dec. 2017, doi: https://doi.org/10.5812/IJVLMS.64424.
[14] C. N. Akpen, S. Asaolu, S. Atobatele, H. Okagbue, and S. Sampson, “Impact of online learning on student’s performance and engagement: a systematic review,” Discov. Educ., vol. 3, no. 1, pp. 1–15, Dec. 2024, doi: https://doi.org/10.1007/S44217-024-00253-0.
[15] R. Y. K. Ng and R. Y. S. Lam, “Using Mobile and Flexible Technologies to Enhance Workplace Learning in Vocational Education and Training (VET),” in Innovations in Open and Flexible Education, Singapore: Springer Singapore, 2018. doi: https://doi.org/10.1007/978-981-10-7995-5_8.
[16] J. Lavrijsen, F. Preckel, P. Verachtert, M. Vansteenkiste, and K. Verschueren, “Are motivational benefits of adequately challenging schoolwork related to students’ need for cognition, cognitive ability, or both?,” Pers. Individ. Dif., vol. 171, p. 110558, Mar. 2021, doi: https://doi.org/10.1016/J.PAID.2020.110558.
[17] H. B. Essel, D. Vlachopoulos, A. B. Essuman, and J. O. Amankwa, “ChatGPT effects on cognitive skills of undergraduate students: Receiving instant responses from AI-based conversational large language models (LLMs),” Comput. Educ. Artif. Intell., vol. 6, p. 100198, Jun. 2024, doi: https://doi.org/10.1016/J.CAEAI.2023.100198.
[18] S. Poçan, B. Altay, and C. Yaşaroğlu, “The Effects of Mobile Technology on Learning Performance and Motivation in Mathematics Education,” Educ. Inf. Technol., vol. 28, no. 1, pp. 683–712, Jan. 2023, doi: https://doi.org/10.1007/S10639-022-11166-6.
[19] E. Pechenkina, D. Laurence, G. Oates, D. Eldridge, and D. Hunter, “Using a gamified mobile app to increase student engagement, retention and academic achievement,” Int. J. Educ. Technol. High. Educ., vol. 14, no. 1, pp. 1–12, Dec. 2017, doi: https://doi.org/10.1186/S41239-017-0069-7.
[20] G. Lampropoulos and Kinshuk, “Virtual reality and gamification in education: a systematic review,” Educ. Technol. Res. Dev., vol. 72, no. 3, pp. 1691–1785, Jun. 2024, doi: https://doi.org/10.1007/S11423-024-10351-3.
[21] F. D. Davis, “Perceived usefulness, perceived ease of use, and user acceptance of information technology,” MIS Q. Manag. Inf. Syst., vol. 13, no. 3, pp. 319–340, 1989, doi: https://doi.org/10.2307/249008.
[22] R. Keijzer, E. van Schooten, R. van der Rijst, and W. Admiraal, “Individual characteristics of students in vocational education moderating the relationship between school engagement and vocational identity,” Eur. J. Psychol. Educ., vol. 37, no. 4, pp. 1255–1283, Dec. 2022, doi: https://doi.org/10.1007/S10212-021-00580-Y.
[23] H. Rintala and P. Nokelainen, “Vocational Education and Learners’ Experienced Workplace Curriculum,” Vocat. Learn., vol. 13, no. 1, pp. 113–130, Apr. 2020, doi: https://doi.org/10.1007/S12186-019-09229-W.
[24] L. Laurens-Arredondo, “Mobile augmented reality adapted to the ARCS model of motivation: a case study during the COVID-19 pandemic,” Educ. Inf. Technol., vol. 27, no. 6, pp. 7927–7946, Jul. 2022, doi: https://doi.org/10.1007/S10639-022-10933-9.
[25] F. Asrin and G. V. Utami, “Implementing Website-Based School Information Systems in Public Elementary Schools Using Waterfall Model,” J. Inf. Syst. Informatics, vol. 5, no. 2, pp. 590–614, May 2023, doi: https://doi.org/10.51519/JOURNALISI.V5I2.495.
[26] S. Al-Amri, S. Hamid, N. F. M. Noor, and A. Gani, “A framework for designing interactive mobile training course content using augmented reality,” Multimed. Tools Appl., vol. 82, no. 20, pp. 30491–30541, Aug. 2023, doi: https://doi.org/10.1007/S11042-023-14561-4.
[27] A. Octaviano, A. U. Zailani, S. Noris, H. Zakaria, S. -, and C. P. Prakoso, “Designing a Mobile-Based Learning Media Educational Game Applications,” Int. J. Adv. Trends Eng. Sci. Technol., vol. 6, no. 1, pp. 1–4, 2021, doi: https://doi.org/10.22413/ijatest/2021/v6/i1/1.
[28] N. Hamzah, N. D. Abd Halim, M. H. Hassan, and A. Ariffin, “Android application for children to learn basic solat,” Int. J. Interact. Mob. Technol., vol. 13, no. 7, pp. 69–79, 2019, doi: https://doi.org/10.3991/ijim.v13i07.10758.
[29] P. Pardjono, K. Syauqi, W. A. Prasetya, and S. Baihaqi, “Multimedia interactive learning of pictorial projection mechanical engineering skills in vocational high schools,” J. Phys. Conf. Ser., vol. 1700, no. 1, pp. 1–6, 2020, doi: https://doi.org/10.1088/1742-6596/1700/1/012009.
[30] G. Hari Prakash, D. Sunil Kumar, V. Arun, D. Yadav, A. Gopi, and R. Garg, “Development and validation of android mobile application in the management of mental health,” Clin. Epidemiol. Glob. Heal., vol. 31, p. 101894, Jan. 2025, doi: https://doi.org/10.1016/J.CEGH.2024.101894.
[31] A. L. Wong, K. M. Lacob, M. G. Wilson, S. M. Zwolski, and S. Acharya, “Design and preliminary validation of a mobile application-based expert system to facilitate repair of medical equipment in resource-limited health settings,” Med. Devices (Auckl)., vol. 11, pp. 157–169, May 2018, doi: https://doi.org/10.2147/MDER.S162854.
[32] F. Johannsen et al., “What impacts learning effectiveness of a mobile learning app focused on first-year students?,” Inf. Syst. E-bus. Manag., vol. 21, no. 3, pp. 629–673, Sep. 2023, doi: https://doi.org/10.1007/S10257-023-00644-0.
[33] D. R. Apriyus, K. Rukun, A. Huda, and S. A. Marta, “Validation of media interactive learning in vocational high school,” J. Pendidik. Teknol. Kejuru., vol. 3, no. 1, pp. 64–67, Feb. 2020, doi: https://doi.org/10.24036/JPTK.V3I1.4423.
[34] T. Mariyanti, “Development of Mobile Learning Applications for Android Based on Artificial Intelligence,” Int. Trans. Artif. Intell., vol. 1, no. 2, pp. 230–235, May 2023, doi: https://doi.org/10.33050/ITALIC.V1I2.333.
[35] M. Rais, F. Aryani, and M. Riska, “The Development of Edu-games as a Learning Media,” in 227, no. Icamr 2018, pp. 286–289, 2019, doi: https://doi.org/10.2991/icamr-18.2019.71.
[36] R. Hakiki, V. I. Delianti, R. Marta, J. L. Cabanillas-García, V. D. Slavov, and S. ‘Afiat Jalil, “Smart Financial Management for Cooperatives: A Web and Payment Gateway Integration Approach,” J. Hypermedia Technol. Learn., vol. 3, no. 1, pp. 16–36, Jan. 2025, doi: https://doi.org/10.58536/J-HYTEL.161.
[37] M. D. Merrill, “First principles of instruction,” Educ. Technol. Res. Dev., vol. 50, no. 3, pp. 43–59, 2002, doi: https://doi.org/10.1007/BF02505024.
[38] R. E. Mayer, “Multimedia Learning,” Multimed. Learn. Second Ed., pp. 1–304, Jan. 2009, doi: https://doi.org/10.1017/CBO9780511811678.
[39] E. Chew, N. Jones, and D. Turner, “Critical Review of the Blended Learning Models Based on Maslow’s and Vygotsky’s Educational Theory,” Lect. Notes Comput. Sci. (including Subser. Lect. Notes Artif. Intell. Lect. Notes Bioinformatics), vol. 5169 LNCS, pp. 40–53, 2008, doi: https://doi.org/10.1007/978-3-540-85170-7_4.
[40] H. Wibawanto, R. Roemintoyo, and T. Rejekiningsih, “Simulation-based interactive multimedia to improve vocational students’ learning outcomes,” World J. Educ. Technol. Curr. Issues, vol. 14, no. 6, pp. 1927–1942, Nov. 2022, doi: https://doi.org/10.18844/WJET.V14I6.8363.
[41] B. A. Kumar and M. S. Goundar, “Usability heuristics for mobile learning applications,” Educ. Inf. Technol., vol. 24, no. 2, pp. 1819–1833, Mar. 2019, doi: https://doi.org/10.1007/S10639-019-09860-Z.
[42] R. E. Mayer, “Cognitive Theory of Multimedia Learning,” in The Cambridge Handbook of Multimedia Learning, R. Mayer, Ed. Cambridge: Cambridge University Press, 2005, pp. 31–48. doi: https://doi.org/10.1017/CBO9780511816819.004.
[43] N. Hasyim, H. A. Gani, and S. Hatta, “Android Based Multimedia Learning for Vocational High Schools,” J. Educ. Sci. Technol., vol. 6, no. 2, pp. 193–204, Aug. 2020, doi: https://doi.org/10.26858/EST.V6I2.14275.
[44] H. Gustina et al., “Application of Android-Based Interactive Multimedia to Enhance Learning Outcomes in Understanding the Working Principles of SMAW Welding,” J. Vocat. Career Educ., vol. 9, no. 1, pp. 33–41, Jul. 2024, doi: https://doi.org/10.15294/JVCE.V9I1.18597.
[45] D. Al-Fraihat, M. Joy, R. Masa’deh, and J. Sinclair, “Evaluating E-learning systems success: An empirical study,” Comput. Human Behav., vol. 102, pp. 67–86, Jan. 2020, doi: https://doi.org/10.1016/J.CHB.2019.08.004.
[46] B. J. Zimmerman, “Becoming a Self-Regulated Learner: An Overview,” Theory Pract., vol. 41, no. 2, pp. 64–70, 2002, doi: https://doi.org/10.1207/S15430421TIP4102_2.
[47] D. T. P. Yanto, Sukardi, M. Kabatiah, H. Zaswita, and O. Candra, “Analysis of Factors Affecting Vocational Students’ Intentions to Use a Virtual Laboratory Based on the Technology Acceptance Model,” Int. J. Interact. Mob. Technol., vol. 17, no. 12, pp. 94–111, 2023, doi: https://doi.org/10.3991/ijim.v17i12.38627.
[48] S. Wu, “Application of multimedia technology to innovative vocational education on learning satisfaction in China,” PLoS One, vol. 19, no. 2, pp. 1–20, Feb. 2024, doi: https://doi.org/10.1371/JOURNAL.PONE.0298861.
[49] A. Herrington and J. Herrington, Authentic learning environments in higher education. IGI Global, 2005. doi: 10.4018/978-1-59140-594-8.
[50] P. Di Muro and M. Terry, “A Matter of Style: Applying Kolb’s Learning Style Model to College Mathematics Teaching Practices,” J. Coll. Read. Learn., vol. 38, no. 1, pp. 53–60, Sep. 2007, doi: https://doi.org/10.1080/10790195.2007.10850204.
[51] J. E. Sharp, “Applying Kolb Learning Style Theory in the Communication Classroom,” Bus. Commun. Q., vol. 60, no. 2, pp. 129–134, Jun. 1997, doi: https://doi.org/10.1177/108056999706000214.
[52] G. Khoirunnisa, H. Saputro, and A. G. Tamrin, “Optimization of Gasification Learning in Vocational High Schools using Virtual Laboratories,” Int. J. Inf. Educ. Technol., vol. 13, no. 3, pp. 456–467, Mar. 2023, doi: https://doi.org/10.18178/IJIET.2023.13.3.1826.
[53] R. Bödding, S. A. Schriek, and G. W. Maier, “A systematic review and meta-analysis of mixed reality in vocational education and training: examining behavioral, cognitive, and affective training outcomes and possible moderators,” Virtual Real., vol. 29, no. 1, pp. 1–35, Mar. 2025, doi: https://doi.org/10.1007/S10055-025-01118-Z.
[54] L. Ghosh and R. Ravichandran, “Emerging Technologies in Vocational Education and Training,” J. Digit. Learn. Educ., vol. 4, no. 1, pp. 41–49, 2024, doi: https://doi.org/10.52562/jdle.v4i1.975.
[55] Y. Zou, F. Kuek, W. Feng, and X. Cheng, “Digital learning in the 21st century: trends, challenges, and innovations in technology integration,” Front. Educ., vol. 10, pp. 1–11, 2025, doi: https://doi.org/10.3389/FEDUC.2025.1562391.
[56] J. Ariza, “Bringing active learning, experimentation, and student-created videos in engineering: A study about teaching electronics and physical computing integrating online and mobile learning,” Comput. Appl. Eng. Educ., vol. 31, no. 6, pp. 1723–1749, 2023, doi: https://doi.org/10.1002/cae.22673.

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Hak Cipta (c) 2025 Jefri Wahyudianto, Ilmiyati Rahmy Jasril, Juan Luis Cabanillas García, Constantina Corazon Argyrakou

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