Published: 2026-10-01
Implementasi Sistem Computer-Assisted Test (CAT) untuk Meningkatkan Efisiensi Evaluasi Belajar di Lembaga Bimbingan Belajar Graha Taruna Aceh
DOI: 10.35870/jtik.v10i4.6366
Abstract
The Computer-Assisted Test (CAT) system represents a practical application of information technology aimed at improving the efficiency and accuracy of learning evaluation processes. This study aims to implement and evaluate a web-based CAT system at Graha Taruna Aceh Tutoring Institution. The research methodology includes system design and implementation, followed by evaluation through functional testing and a user perception survey. The results indicate that the CAT system enhances the efficiency of examination administration, improves scoring transparency, and facilitates the management of test items and examination results, while also generating significant operational cost savings, with an average cost reduction of approximately 60% per examination session compared to conventional methods. The implementation of this system further contributes to increased utilization of information technology within non-formal educational institutions.
Keywords
Computer-Assisted Test (CAT); Tutoring; Learning Evaluation; Educational Digitalization; Appropriate Technology
Article Information
This article has been peer-reviewed and published in the Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi). The content is available under the terms of the Creative Commons Attribution 4.0 International License.
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Issue: Vol. 10 No. 4 (2026)
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Section: Computer & Communication Science
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Published: 2026-10-01
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License: CC BY 4.0
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Copyright: © 2026 Authors
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DOI: 10.35870/jtik.v10i4.6366
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Al Bahri, Universitas Syiah Kuala
Program Studi Teknik Eletrko, Fakultas Teknik, Universitas Syiah Kuala, Kota Banda Aceh, Provinsi Aceh, Indonesia.
Safrizal Safrizal, Universitas Syiah Kuala
Program Studi Teknik Komputer, Fakultas Teknik, Universitas Syiah Kuala, Kota Banda Aceh, Provinsi Aceh, Indonesia.
Aulia Rahman, Universitas Syiah Kuala
Program Studi Teknik Eletrko, Fakultas Teknik, Universitas Syiah Kuala, Kota Banda Aceh, Provinsi Aceh, Indonesia.
-
Ardiansyah, P., Jailani, Ms., Negeri, S., Provinsi Jambi, B., & Sulthan Thaha Saifuddin Jambi, U. (n.d.). Teknik pengumpulan data dan instrumen penelitian ilmiah.
-
Ariyanto, Y., Farhan, M., Rachmad, F., & Puspitasari, D. (2024). Issue 2 Year 2024 Pages 66-73. Matrix: Jurnal Manajemen Teknologi Dan Informatika, 14, 66–73. https://doi.org/10.31940/matrix.v14i2.66-73.
-
Choi, Y., & McClenen, C. (2020). Development of adaptive formative assessment system using computerized adaptive testing and dynamic Bayesian networks. Applied Sciences, 10(22), 1–17. https://doi.org/10.3390/app10228196.
-
Christie, C. A., & Fierro, L. A. (2012). Evaluation policy to implementation: An evaluation of scientifically based research in practice. Studies in Educational Evaluation, 38(2), 65–72. https://doi.org/10.1016/J.STUEDUC.2012.05.003.
-
Chrysafiadi, K., Virvou, M., Tsihrintzis, G. A., & Hatzilygeroudis, I. (2022). Evaluating the user’s experience, adaptivity and learning outcomes of a fuzzy-based intelligent tutoring system for computer programming for academic students in Greece. Education and Information Technologies, 28(6), 6453–6483. https://doi.org/10.1007/S10639-022-11444-3.
-
Destiani, R. D., & Mufiidah, A. N. (2024). Era baru ekonomi digital: Studi komprehensif tentang teknologi dan pasar. ADI Bisnis Digital Interdisiplin Jurnal, 5(1), 47–50. https://doi.org/10.34306/ABDI.V5I1.1095.
-
Hare, R., Ferguson, S., & Tang, Y. (2025). Enhancing student experience and learning with iterative design in an intelligent educational game. British Journal of Educational Technology, 56(2), 551–568. https://doi.org/10.1111/BJET.13526.
-
Huda, A., Firdaus, Irfan, D., Hendriyani, Y., Almasri, & Sukmawati, M. (2024). Optimizing educational assessment: The practicality of computer adaptive testing (CAT) with an item response theory (IRT) approach. JOIV: International Journal on Informatics Visualization, 8(1), 473–480. https://doi.org/10.62527/joiv.8.1.2217.
-
Jackman, H. (2021). The online computer-assisted translation class getting faster target language. Applied Translation, 15(1), 1–9. https://doi.org/10.51708/apptrans.v15n1.1316
-
Jones, K. M. L. (2019). Learning analytics and higher education: A proposed model for establishing informed consent mechanisms to promote student privacy and autonomy. International Journal of Educational Technology in Higher Education, 16(1), 24. https://doi.org/10.1186/S41239-019-0155-0.
-
Kamila, V. Z., & Subastian, E. (2020). Analisis dan perancangan sistem evaluasi pelatihan tenaga kependidikan. Sebatik, 24(2), 149–158. https://doi.org/10.46984/SEBATIK.V24I2.1125.
-
Kurniati, A., & Damarjati, C. (2023). Laravel framework-based information system of the Department of Information Technology of Universitas Muhammadiyah Yogyakarta. In Emerging Information Science and Technology (Vol. 4, No. 2).
-
Nurhairi, N., Meirawan, D., & Mulyadi, Y. (2019). Study of the implementation of BeSmart computer base test (CBT) application in SMK end semester examinations. https://doi.org/10.2991/ICTVET-18.2019.92.
-
Pramono, A. J. B., & Retnawati, H. (2020). Implementation of CAT in Indonesia school: Current challenges & strategies. Universal Journal of Educational Research, 8(11), 5599–5609. https://doi.org/10.13189/ujer.2020.081164.
-
Rahardian, R. L., Khodijah, S., & Rizki, C. A. (2025). Evaluation of the usability of the academic information system using the System Usability Scale (SUS) method. Journal of Computer Science Artificial Intelligence and Communications, 2(2), 62–66. https://doi.org/10.64803/jocsaic.v2i2.62.
-
Sabarudin, S., Travada, E., Sulaeman, Y., & Handayani, L. (2022). Perancangan dan pembangunan sistem informasi rekrutmen berbasis computer based testing (CBT) dengan menggunakan Codeigniter. Jurnal Ilmu Komputer, 13(2), 34–45. http://45.118.112.109/ojspasim/index.php/ilkom/article/view/413.
-
Storsve, G. (2024). Formal, informal, and non-formal learning as analytic categories for research in music education. International Journal of Music Education. https://doi.org/10.1177/02557614241250035
-
Ulun, N. A., & Permatahati, I. (2024). Evaluasi tingkat kepuasan e-learning di Universitas ‘Aisyiyah Surakarta menggunakan metode end user computing satisfaction. Jurnal Riset Sistem Dan Teknologi Informasi, 2(2), 84–94. https://doi.org/10.30787/RESTIA.V2I2.1643.
-
Vera Nurfajriani, W., Ilhami, M. W., Mahendra, A., Sirodj, R. A., Afgani, W., Negeri, U. I., Fatah, R., & Abstract, P. (2024). Triangulasi data dalam analisis data kualitatif. Jurnal Ilmiah Wahana Pendidikan, 10(17), 826–833. https://doi.org/10.5281/zenodo.13929272.
-
Wang, T. H., Lin, H. C. K., Chen, H. R., Huang, Y. M., Yeh, W. T., & Li, C. T. (2021). Usability of an affective emotional learning tutoring system for mobile devices. Sustainability, 13(14), 7890. https://doi.org/10.3390/SU13147890.
-
Wu, H. (2021). Multimedia interaction-based computer-aided translation technology in applied English teaching. Mobile Information Systems, 2021, 5578476. https://doi.org/10.1155/2021/5578476.
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