User Acceptance and Usability Evaluation of the SIMORA Information System Using the Technology Acceptance Model and System Usability Scale
DOI:
https://doi.org/10.35870/ijsecs.v6i3.8014Keywords:
Technology Acceptance Model, System Usability Scale, HOT-FIT, User Acceptance, UsabilityAbstract
The Vehicle and Room Reservation Information System (SIMORA) was developed by the Communication and Informatics Office (Diskominfo) of Jombang Regency to digitalize the reservation of official vehicles and meeting rooms. Although fully developed, the system remains at the pre-implementation stage, making an early evaluation of user acceptance and usability essential before full deployment. This study evaluates SIMORA using the Technology Acceptance Model (TAM), a partial Human Organization Technology-Fit (HOT-FIT) approach focusing on the Organization Structure dimension, and the System Usability Scale (SUS). A quantitative survey involving 60 Diskominfo Jombang employees was conducted using a census (total sampling) technique. Data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with SmartPLS, complemented by descriptive analysis of the SUS score. The results indicate that all proposed hypotheses were supported, demonstrating that organizational support significantly influenced perceived ease of use and perceived usefulness, which subsequently affected behavioral intention. The usability evaluation produced a mean SUS score of 75.33, categorized as acceptable, Grade B, and good. These findings indicate that SIMORA has achieved favorable user acceptance and usability, supporting its readiness for full implementation at Diskominfo Jombang Regency. This study contributes by integrating a partial HOT-FIT approach, TAM, and SUS to evaluate organizational readiness, user acceptance, and usability during the pre-implementation stage of an internal government information system.
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References
Adham, M. F. (2024). Analisis implementasi sistem informasi: Studi literatur. Jurnal Teknologi Sistem Informasi, 5(1), 264–275.
Al-Adwan, A. S., Li, N., Al-Adwan, A., Abbasi, G. A., Albelbisi, N. A., & Habibi, A. (2023). Extending the technology acceptance model (TAM) to predict university students’ intentions to use metaverse-based learning platforms. Education and Information Technologies, 28(11), 15381–15413. https://doi.org/10.1007/s10639-023-11816-3
Andarwati, M., & Jatmika, D. (2017). Analisis pengaruh kualitas sistem informasi akuntansi terhadap penerimaan teknologi di sektor UKM dengan pendekatan model TAM [Skripsi, Universitas Merdeka Malang]. https://eprints.unmer.ac.id/85/
Andarwati, M., Yuniarti, S., Jatmiko, A. R., Putra, F. A.-I. A., Swalaganata, G., & Andriono, A. T. (2025). User satisfaction in AI-driven Islamic fintech: An extended technology acceptance model with task–technology fit and sharia compliance. International Journal of Advanced Computer Science and Applications, 16(10). https://doi.org/10.14569/IJACSA.2025.0161035
Ardhana, V. Y. P., & Mulyodiputro, M. D. (2023). Pengujian usability sistem informasi akademik (SISKA) Universitas Qamarul Huda Badaruddin menggunakan System Usability Scale (SUS). SainsTech Innovation Journal, 6(2), 421–427. https://doi.org/10.37824/sij.v6i2.2023.598
Becker, J.-M., Cheah, J.-H., Gholamzade, R., Ringle, C. M., & Sarstedt, M. (2023). PLS-SEM’s most wanted guidance. International Journal of Contemporary Hospitality Management, 35(1), 321–346. https://doi.org/10.1108/IJCHM-04-2022-0474
Brooke, J. (1995). SUS: A quick and dirty usability scale. In P. W. Jordan, B. Thomas, B. A. Weerdmeester, & I. L. McClelland (Eds.), Usability evaluation in industry (pp. 189–194). Taylor & Francis.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
Dyayu, A. L., Beny, B., & Yani, H. (2023). Evaluasi usability aplikasi PeduliLindungi menggunakan metode usability testing dan system usability scale (SUS). Jurnal Manajemen Teknologi dan Sistem Informasi (JMS). https://ejournal.unama.ac.id/index.php/jms/article/view/720
Dybro Liengaard, B. (2024). Measurement invariance testing in partial least squares structural equation modeling. Journal of Business Research, 177, 114581. https://doi.org/10.1016/j.jbusres.2024.114581
Fauzi, M. A. N., Indriati, R., & Harini, D. (2025). Pengukuran penerimaan aplikasi e-government menggunakan technology acceptance model. Jurnal Sistem Informasi Triguna Dharma (JURSI TGD), 4(4), 928–934.
Fitriyanti, E. (2024). The effect of digital transformation on governance in Indonesia: A case study of e-government implementation in public services. Journal of Political Innovation and Analysis, 1(1), 26–32.
Gemawaty, C. A., & Yuliani, Y. (2026). Faktor-faktor yang mempengaruhi penerimaan sistem informasi menggunakan model TAM. Jurnal Indonesia: Manajemen Informatika dan Komunikasi, 7(1), 68–78. https://doi.org/10.63447/jimik.v7i1.1693
Hair, J., & Alamer, A. (2022). Partial least squares structural equation modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3), 100027. https://doi.org/10.1016/j.rmal.2022.100027
Jatmiko, A. R., Islama, F. A. P. Al, & Ismail, M. (2026). Integrasi heuristic evaluation dan cognitive walkthrough sebagai instrumen penjaminan mutu desain user-centered pada sistem informasi. Jurnal Sistem Informasi Akuntansi, 7(1), 41–49. https://doi.org/10.31294/justian.v7i1.12380
Jhantasana, C. (2023). Should a rule of thumb be used to calculate PLS-SEM sample size. Asia Social Issues, 16(5), e254658.
Li, W., & Lay, Y. F. (2024). Examining the reliability and validity of measuring scales related to informatization instructional leadership using PLS-SEM approach. Dinamika Jurnal Ilmiah Pendidikan Dasar, 16(1), 12–32.
Panahi, S., Bazrafshani, A., & Mirzaie, A. (2023). Development and validation of a modified LibQUAL scale in health sciences libraries: Application of structural equation modeling. Journal of the Medical Library Association, 111(4), 792–801. https://doi.org/10.5195/jmla.2023.1348
Pangaiyan, S. A., Yusuf, R., Padiku, I. R., & Lahinta, A. (2023). Evaluasi penerapan SIAT menggunakan model TAM dan HOT-Fit di Fakultas Teknik Universitas Negeri Gorontalo. Diffusion: Journal of Systems and Information Technology, 3(2), 92–100.
Putra, D. M. D. U., Kusuma, A. S., Willdahlia, A. G., & Pande, N. K. N. N. (2024). Evaluasi usability e-modul basis data menggunakan metode System Usability Scale (SUS). Jurnal Ilmiah Global Education, 5(2), 1800–1809. https://doi.org/10.55681/jige.v5i2.2764
Putri, S. A., Titing, A. S., & Stiadi, M. (2025). The effect of e-service quality, e-trust, and ease of use on e-satisfaction on the JKN mobile application. Jurnal Manajemen, Bisnis dan Kewirausahaan, 5(1), 251–263. https://doi.org/10.55606/jumbiku.v5i1.5468
Rahmanto, A. N., Nurhasan, U., & Rozan, N. (2024). Pengembangan aplikasi pengujian UI/UX dengan metode SUS dan TAM. Jurnal Ilmiah Komputasi, 23(4). https://doi.org/10.32409/jikstik.23.4.3656
Ramadhan, R. M. N. (2024). Evaluasi usability sistem informasi Sitabah tanggap bencana dan musibah menggunakan metode System Usability Scale (SUS). JIMT: Jurnal Informatika, Multimedia dan Teknik, 1(1), 24–29.
Sala, E. E., & Subriadi, A. P. (2023). Hot-Fit model to measure the effectiveness and efficiency of information system in public sector. The Winners, 23(2), 131–141. https://doi.org/10.21512/tw.v23i2.7423
Sari, N., Haryanto, H., & Jais, S. (2025). Validity and reliability test for assessing the bleeding factor in breast cancer wounds. Malahayati International Journal of Nursing and Health Science, 7(12), 1522–1531. https://doi.org/10.33024/minh.v7i12.645
Yusof, M. M., Kuljis, J., Papazafeiropoulou, A., & Stergioulas, L. K. (2008). An evaluation framework for health information systems: Human, organization and technology-fit factors (HOT-fit). International Journal of Medical Informatics, 77(6), 386–398. https://doi.org/10.1016/j.ijmedinf.2007.08.011
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