Swansoft Simulator Video Tutorial as Digital Media for Basic Computer Numerical Control Learning
DOI:
https://doi.org/10.59211/mjpjetl.v4i1.140Keywords:
CNC Simulator, Learning media, N-Gain, Video Tutorial, Vocational EducationAbstract
Basic CNC learning in vocational high schools faces challenges including limited practical facilities and low student procedural understanding of CNC machine programming. This study aims to analyze the effect of Swansoft CNC Simulator-based video tutorial media on improving student cognitive learning outcomes. The research employed a one-group pretest-posttest quasi-experimental design. The research subjects consisted of 10 students in grade XI of the Machining Engineering program at SMK Muhammadiyah 1 Malang City, selected through purposive sampling. Data were collected through cognitive tests (30 multiple-choice items based on Bloom’s Revised Taxonomy covering C1–C5 levels) and analyzed using paired samples t-test. The results showed a statistically significant improvement in student learning outcomes (t(9) = −2.674, p = 0.025, Cohen’s d = 0.99), with a mean score increase from 73.60 (SD = 7.20) on the pretest to 81.30 (SD = 8.25) on the posttest, yielding a mean normalized gain (N-Gain) of 0.29 (low-moderate category). These findings indicate that simulation-based video tutorial media integrating visual and auditory channels effectively enhances conceptual understanding and programming accuracy in CNC machining. This study concludes that Swansoft CNC Simulator-based video tutorial media is effective as an instructional alternative for Basic CNC courses at the vocational secondary school level.
Downloads
References
[1] Suharno, N. A. Pambudi, and B. Harjanto, “Vocational education in Indonesia: History, development, opportunities, and challenges [Pendidikan vokasi di Indonesia: Sejarah, perkembangan, peluang, dan tantangan],” Child. Youth Serv. Rev., vol. 115, p. 105092, 2020, doi: 10.1016/j.childyouth.2020.105092.
[2] P. A. N. Putra, “Keterbatasan akses dan infrastruktur dalam keberlangsungan pendidikan vokasional [Limitations of access and infrastructure in the sustainability of vocational education],” Humanit. J. Hum. Sos. Dan Bisnis, vol. 3, no. 5, pp. 1202–1207, 2025.
[3] A. Suyetno, “Pengaruh penggunaan simulator CNC terhadap hasil belajar mata kuliah CNC selama masa pandemi COVID-19 di Jurusan Teknik Mesin Universitas Negeri Malang [The effect of using CNC simulator on CNC course learning outcomes during the COVID-19 pandemic in the Mechanical Engineering Department, State University of Malang],” J. Tek. Mesin Dan Pembelajaran, vol. 5, no. 1, pp. 7–16, 2022, doi: 10.17977/um054v5i1p7-16.
[4] D. Ardianto, Y. A, N. Helmi, and E. Indrawan, “Efektivitas penggunaan CNC Simulator untuk meningkatkan hasil belajar pada pembelajaran teknik pemesinan NC/CNC dan CAM kelas XI SMKN 1 Bukittinggi [The effectiveness of using CNC Simulator to improve learning outcomes in NC/CNC and CAM machining learning for grade XI at SMKN 1 Bukittinggi],” J. Vokasi Mek. Vomek, vol. 3, no. 4, pp. 62–67, 2021, doi: 10.24036/vomek.v3i4.246.
[5] N. Marshanada, E. Elida, K. Kasmita, and E. Anggraini, “Media video tutorial sebagai inovasi pembelajaran pastry: Dampaknya terhadap hasil belajar siswa di SMKN 1 Batusangkar [Video tutorial media as an innovation in pastry learning: Its impact on student learning outcomes at SMKN 1 Batusangkar],” J. Sos. Hum. Dan Pendidik., vol. 4, no. 1, pp. 87–96, 2025, doi: 10.55606/inovasi.v4i1.4190.
[6] R. E. Mayer, Multimedia learning (2nd ed.) [Pembelajaran multimedia (edisi ke-2)]. Cambridge University Press, 2009.
[7] B. A. I. Williyana, Y. N. Kholisho, and A. Fathoni, “Pengembangan media pembelajaran berbasis video tutorial interaktif pada mata pelajaran [Development of interactive tutorial video-based learning media in subjects],” Edumatic J. Pendidik. Inform., vol. 2, no. 2, pp. 52–58, 2018, doi: 10.29408/edumatic.v2i2.869.
[8] R. Arianti and I. Wicaksono, “Efektivitas media video animasi materi pemanasan global terhadap aktivitas dan hasil belajar siswa [The effectiveness of animated video media on global warming material toward student activity and learning outcomes],” J. Pendidik. Fis., vol. 5, pp. 1–10, 2020.
[9] D. T. Campbell and J. C. Stanley, Experimental and quasi-experimental designs for research [Desain eksperimental dan kuasi-eksperimental untuk penelitian]. Ravenio Books, 2015.
[10] J. R. Fraenkel, N. E. Wallen, and H. H. Hyun, How to design and evaluate research in education (8th ed.) [Cara merancang dan mengevaluasi penelitian dalam pendidikan (edisi ke-8)]. McGraw-Hill, 2012.
[11] J. W. Creswell and J. D. Creswell, Research design: Qualitative, quantitative, and mixed methods approaches (6th ed.) [Desain penelitian: Pendekatan kualitatif, kuantitatif, dan metode campuran (edisi ke-6)]. SAGE Publications, 2023.
[12] L. W. Anderson and D. R. Krathwohl, A taxonomy for learning, teaching, and assessing: A revision of Bloom’s taxonomy of educational objectives [Taksonomi untuk pembelajaran, pengajaran, dan penilaian: Revisi taksonomi Bloom dalam tujuan pendidikan]. Longman, 2001.
[13] S. Arikunto, Dasar-dasar evaluasi pendidikan (Edisi 3) [Fundamentals of educational evaluation (3rd edition)]. Bumi Aksara, 2021.
[14] A. Field, Discovering statistics using IBM SPSS Statistics (5th ed.) [Memahami statistik menggunakan IBM SPSS Statistics (edisi ke-5)]. SAGE Publications, 2018.
[15] R. R. Hake, “Analyzing change/gain scores [Menganalisis skor perubahan/peningkatan].” [Online]. Available: https://physics.indiana.edu/~sdi/AnalyzingChange-Gain.pdf
[16] J. Cohen, Statistical power analysis for the behavioral sciences (2nd ed.) [Analisis kekuatan statistik untuk ilmu perilaku (edisi ke-2)]. Lawrence Erlbaum Associates, 1988.
[17] D. Lakens, “Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs [Menghitung dan melaporkan ukuran efek untuk mendukung akumulasi ilmu: Panduan praktis untuk uji-t dan ANOVA],” Front. Psychol., vol. 4, p. 863, 2013, doi: 10.3389/fpsyg.2013.00863.
[18] H. Abizar, Moh. Fawaid, S. Nurhaji, and A. R. Pambudi, “Efektivitas pembelajaran praktik CNC menggunakan Swansoft Simulator pada keaktifan belajar siswa [The effectiveness of CNC practical learning using Swansoft Simulator on students’ learning activeness],” Taman Vokasi, vol. 8, no. 1, p. 36, 2020, doi: 10.30738/jtv.v8i1.7619.
[19] E. L. Valvo, R. Licari, and A. Adornetto, “CNC milling machine simulation in engineering education [Simulasi mesin milling CNC dalam pendidikan teknik],” Int. J. Online Biomed. Eng. IJOE, vol. 8, no. 2, pp. 33–38, 2012, doi: 10.3991/ijoe.v8i2.2047.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Journal of Education and Teaching Learning

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.





