Pengaruh Persepsi Terhadap Fasilitas Laboratorium Komputer dan Minat Belajar Terhadap Hasil Belajar Autocad Siswa
DOI:
https://doi.org/10.59698/kognisi.v3i2.620Keywords:
Autocad, Fasilitas Laboratorium Komputer, Hasil Belajar, Minat Belajar, Pendidikan VokasiAbstract
Penelitian ini bertujuan menguji kontribusi persepsi siswa terhadap fasilitas laboratorium komputer dan minat belajar terhadap hasil belajar AutoCAD pada Program Keahlian Konstruksi Gedung dan Sanitasi (KGS). Penelitian menggunakan desain kuantitatif ex post facto dengan penafsiran asosiatif, bukan kausal. Sampel analitik mencakup 103 siswa kelas X dari tiga kelas KGS yang memiliki data lengkap. Persepsi terhadap fasilitas laboratorium diukur dengan 24 butir, minat belajar dengan 18 butir, sedangkan hasil belajar diukur melalui tugas praktik AutoCAD menggunakan rubrik tujuh komponen. Konsistensi internal instrumen tergolong baik (α = 0,869 dan α = 0,901). Data lapangan menunjukkan hanya 16 siswa (15,5%) memiliki laptop pribadi, sedangkan 87 siswa (84,5%) tidak memilikinya; observasi juga menemukan beberapa perangkat laboratorium yang tidak berfungsi optimal. Hasil regresi sederhana menunjukkan bahwa fasilitas laboratorium tidak berkontribusi signifikan terhadap hasil belajar, B = -0,092, t(101) = -0,814, p = 0,418, R² = 0,007. Minat belajar juga belum menunjukkan kontribusi signifikan, B = -0,237, t(101) = -1,838, p = 0,069, R² = 0,032. Secara simultan, kedua prediktor tidak signifikan, F(2, 100) = 1,773, p = 0,175, R² = 0,034. Temuan ini tidak menunjukkan bahwa fasilitas dan minat tidak penting, tetapi mengindikasikan bahwa keduanya belum cukup menjelaskan variasi keterampilan AutoCAD. Peningkatan pembelajaran perlu memadukan pemerataan akses perangkat, perbaikan laboratorium, latihan terstruktur, umpan balik formatif, dan pengukuran faktor lain seperti kemampuan awal, literasi digital, efikasi diri, serta regulasi diri.
References
Barrett, P., Davies, F., Zhang, Y., & Barrett, L. (2015). The impact of classroom design on pupils’ learning: Final results of a holistic, multi-level analysis. Building and Environment, 89, 118–133. https://doi.org/10.1016/j.buildenv.2015.02.013
Broadbent, J., & Poon, W. L. (2015). Self-regulated learning strategies and academic achievement in online higher education learning environments: A systematic review. The Internet and Higher Education, 27, 1–13. https://doi.org/10.1016/j.iheduc.2015.04.007
Camacho-Morles, J., Slemp, G. R., Pekrun, R., Loderer, K., Hou, H., & Oades, L. G. (2021). Activity achievement emotions and academic performance: A meta-analysis. Educational Psychology Review, 33(3), 1051–1095. https://doi.org/10.1007/s10648-020-09585-3
Cheryan, S., Ziegler, S. A., Plaut, V. C., & Meltzoff, A. N. (2014). Designing classrooms to maximize student achievement. Policy Insights from the Behavioral and Brain Sciences, 1(1), 4–12. https://doi.org/10.1177/2372732214548677
Eccles, J. S., & Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61, Article 101859. https://doi.org/10.1016/j.cedpsych.2020.101859
Freeman, S., Eddy, S. L., McDonough, M., Smith, M. K., Okoroafor, N., Jordt, H., & Wenderoth, M. P. (2014). Active learning increases student performance in science, engineering, and mathematics. Proceedings of the National Academy of Sciences, 111(23), 8410–8415. https://doi.org/10.1073/pnas.1319030111
Guo, P., Saab, N., Post, L. S., & Admiraal, W. (2020). A review of project-based learning in higher education: Student outcomes and measures. International Journal of Educational Research, 102, Article 101586. https://doi.org/10.1016/j.ijer.2020.101586
Harackiewicz, J. M., Smith, J. L., & Priniski, S. J. (2016). Interest matters: The importance of promoting interest in education. Policy Insights from the Behavioral and Brain Sciences, 3(2), 220–227. https://doi.org/10.1177/2372732216655542
Hattie, J., Hodis, F. A., & Kang, S. H. K. (2020). Theories of motivation: Integration and ways forward. Contemporary Educational Psychology, 61, Article 101865. https://doi.org/10.1016/j.cedpsych.2020.101865
Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111–127. https://doi.org/10.1207/s15326985ep4102_4
Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2020). The potential of digital tools to enhance mathematics and science learning in secondary schools: A context-specific meta-analysis. Computers & Education, 153, Article 103897. https://doi.org/10.1016/j.compedu.2020.103897
Honicke, T., & Broadbent, J. (2016). The influence of academic self-efficacy on academic performance: A systematic review. Educational Research Review, 17, 63–84. https://doi.org/10.1016/j.edurev.2015.11.002
Ili, L., Rumasoreng, M. I., Prabowo, A., Setiana, D. S., & Latuconsina, A. (2021). Relationship between student learning interest and mathematics learning achievement: A meta-analysis. Al-Jabar: Jurnal Pendidikan Matematika, 12(2), 437–446. https://doi.org/10.24042/ajpm.v12i2.9715
Iskandar, R., & Nurulita, H. (2023). Pengaruh minat belajar terhadap hasil belajar ekonomi. JIIP: Jurnal Ilmiah Ilmu Pendidikan, 6(12), 9818–9822. https://doi.org/10.54371/jiip.v6i12.2895
Kokotsaki, D., Menzies, V., & Wiggins, A. (2016). Project-based learning: A review of the literature. Improving Schools, 19(3), 267–277. https://doi.org/10.1177/1365480216659733
Lei, H., Cui, Y., & Zhou, W. (2018). Relationships between student engagement and academic achievement: A meta-analysis. Social Behavior and Personality: An International Journal, 46(3), 517–528. https://doi.org/10.2224/sbp.7054
Mutohhari, F., Sudira, P., & Nurtanto, M. (2021). Automotive engineering drawing learning: Effective online learning using AutoCAD application. Journal of Education Technology, 5(2), 214–219. https://doi.org/10.23887/jet.v5i2.33197
Nendra, F., Syahril, S., Abdullah, R., Jamilah, Y., Netriwati, N., & Aini, N. R. (2019). Developing CAD-based learning module on manufacturing engineering drawing. Tadris: Jurnal Keguruan dan Ilmu Tarbiyah, 4(2), 215–226. https://doi.org/10.24042/tadris.v4i2.5131
Noetel, M., Griffith, S., Delaney, O., Sanders, T., Parker, P., del Pozo Cruz, B., & Lonsdale, C. (2021). Video improves learning in higher education: A systematic review. Review of Educational Research, 91(2), 204–236. https://doi.org/10.3102/0034654321990713
Nurlaili, D. N., & Dani, H. (2022). Studi terhadap media pembelajaran software AutoCAD dalam meningkatkan hasil belajar peserta didik. Jurnal Kajian Pendidikan Teknik Bangunan, 8(1), 1–9. https://doi.org/10.26740/jkptb.v8i1.43827
Oknaryana, O., Astuti, Y., & Murdy, K. (2020). Pengaruh motivasi belajar, computer attitude, dan fasilitas laboratorium terhadap prestasi belajar komputer akuntansi. Jurnal Inovasi Pendidikan Ekonomi, 10(2), 169–176. https://doi.org/10.24036/011103580
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8, Article 422. https://doi.org/10.3389/fpsyg.2017.00422
Pratiwi, I. R., & Listiadi, A. (2021). Pengaruh computer knowledge, fasilitas laboratorium, computer anxiety, dan motivasi belajar terhadap hasil belajar siswa SMK Negeri 2 Buduran. Journal of Economics and Business Education, 1(2), 52–66. https://journal.inspirasi.or.id/index.php/edunusa
Prince, M. (2004). Does active learning work? A review of the research. Journal of Engineering Education, 93(3), 223–231. https://doi.org/10.1002/j.2168-9830.2004.tb00809.x
Priono, A. I., Purnawan, P., & Komaro, M. (2019). Pengaruh penerapan model pembelajaran blended learning terhadap hasil belajar menggambar 2 dimensi menggunakan computer-aided design. Journal of Mechanical Engineering Education, 5(2), 129–140. https://doi.org/10.17509/jmee.v5i2.15179
Pujiastuti, E., Rufi’i, R., & Suhari, S. (2025). Development of AutoCAD 2D learning media with the ADDIE model. Edunesia: Jurnal Ilmiah Pendidikan, 6(1), 396–414. https://doi.org/10.51276/edu.v6i1.1089
Rahmah, L., & Rochmawati, R. (2023). Pengaruh fasilitas laboratorium akuntansi, pengantar akuntansi, dan computer knowledge terhadap hasil belajar komputer akuntansi dengan intensitas belajar sebagai variabel moderasi. Progress: Jurnal Pendidikan, Akuntansi dan Keuangan, 6(2), 105–121. https://doi.org/10.47080/progress.v6i2.2619
Ramadhani, A. P., & Bahtiar, M. D. (2024). Peran computer self-efficacy dalam memoderasi pengaruh computer knowledge, motivasi belajar, dan fasilitas laboratorium terhadap hasil belajar. Jurnal Pendidikan Ekonomi (JURKAMI), 9(2), 409–420. https://doi.org/10.31932/jpe.v9i2.3619
Richardson, M., Abraham, C., & Bond, R. (2012). Psychological correlates of university students’ academic performance: A systematic review and meta-analysis. Psychological Bulletin, 138(2), 353–387. https://doi.org/10.1037/a0026838
Safitri, M. E., & Setiyani, R. (2016). Pengaruh motivasi belajar, computer attitude, dan fasilitas laboratorium akuntansi terhadap prestasi belajar komputer akuntansi MYOB. Economic Education Analysis Journal, 5(1), 30–43. https://journal.unnes.ac.id/sju/index.php/eeaj/article/view/9984
Sailer, M., & Homner, L. (2020). The gamification of learning: A meta-analysis. Educational Psychology Review, 32(1), 77–112. https://doi.org/10.1007/s10648-019-09498-w
Sasmita, D. A., Herlambang, A. D., & Wijoyo, S. H. (2020). Pengaruh minat belajar, gaya belajar, dan kemampuan berpikir kreatif terhadap hasil belajar siswa kelas X pada mata pelajaran Dasar Desain Grafis di SMK PGRI 2 Malang. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 4(9), 2990–2997. https://j-ptiik.ub.ac.id/index.php/j-ptiik/article/view/7841
Schneider, M., & Preckel, F. (2017). Variables associated with achievement in higher education: A systematic review of meta-analyses. Psychological Bulletin, 143(6), 565–600. https://doi.org/10.1037/bul0000098
Schunk, D. H., & DiBenedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60, Article 101832. https://doi.org/10.1016/j.cedpsych.2019.101832
Setiawan, D., & Listiadi, A. (2021). Pengaruh computer knowledge, computer anxiety, dan kecerdasan emosional terhadap hasil belajar mata pelajaran spreadsheet. Jurnal Pendidikan Ekonomi: Jurnal Ilmiah Ilmu Pendidikan, Ilmu Ekonomi dan Ilmu Sosial, 15(1), 29–38. https://doi.org/10.19184/jpe.v15i1.18532
Sung, Y.-T., Chang, K.-E., & Liu, T.-C. (2016). The effects of integrating mobile devices with teaching and learning on students’ learning performance: A meta-analysis and research synthesis. Computers & Education, 94, 252–275. https://doi.org/10.1016/j.compedu.2015.11.008
Tamim, R. M., Bernard, R. M., Borokhovski, E., Abrami, P. C., & Schmid, R. F. (2011). What forty years of research says about the impact of technology on learning: A second-order meta-analysis and validation study. Review of Educational Research, 81(1), 4–28. https://doi.org/10.3102/0034654310393361
Theobald, E. J., Hill, M. J., Tran, E., Agrawal, S., Arroyo, E. N., Behling, S., Chambwe, N., Cintrón, D. L., Cooper, J. D., Dunster, G., Grummer, J. A., Hennessey, K., Hsiao, J., Iranon, N., Jones, L., Jordt, H., Keller, M., Lacey, M. E., Littlefield, C. E., … Freeman, S. (2020). Active learning narrows achievement gaps for underrepresented students in undergraduate science, technology, engineering, and math. Proceedings of the National Academy of Sciences, 117(12), 6476–6483. https://doi.org/10.1073/pnas.1916903117
Weniati, S. Y., & Rochmawati, R. (2022). Pengaruh blended learning, minat, dan motivasi terhadap hasil belajar siswa pada masa pandemi di SMK. Edukatif: Jurnal Ilmu Pendidikan, 4(3), 3276–3288. https://doi.org/10.31004/edukatif.v4i3.2614
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