Students' Perceptions of Android-Based Digital Textbooks: An Empirical Study with the Technology Acceptance Model
DOI:
https://doi.org/10.56707/ijoerar.v3i4.151Keywords:
Digital Textbook, Outcome-Based Education, Students' Perceptions, Technology Acceptance Model, Higher EducationAbstract
Objective: Development of OBE (Outcome-Based Education) curriculum-based digital textbooks to strengthen students' abilities and skills in order to support the achievement of learning outcomes in accordance with the graduate profile of the study program. In line with learning objectives that are relevant to the needs of the world of work, the content and guidelines in this textbook are expected to help students master the competencies specified in the Semester Learning Plan (RPS) for each course. Method: The research used a descriptive statistical analysis approach with 60 undergraduate students from the Office Administration Education Study Program at UNESA, UM, and the Office Administration Management Study Program at UPI as subjects. The instruments included student perceptions based on TAM indicators (Perceived Usefulness/PU, Perceived Ease of Use/PEOU, Attitude Toward Using/ATU, Behavioral Intention/BI, Actual System Use/ASU). Results: This study indicate that this digital textbook is effective in improving learning performance, motivation, and actual use, supporting the transformation of digital education in higher education. Novelty: Novelty of this research is the analysis of Android-based digital textbooks for the Electronic Records Management course, which is in line with the Outcome-Based Education (OBE) curriculum and integrated with the Technology Acceptance Model (TAM).
References
Agustina, H., Lathif, T., Suryanto, M., & Pratama, A. (2023). Analisis Penerimaan E-learning Madrasah Menggunakan Metode Technology Acceptance Model ( TAM ). 4(1), 173–181. https://doi.org/10.30865/klik.v4i1.1097
AL-Nuaimi, M. N., Al Sawafi, O. S., Malik, S. I., Al-Emran, M., & Selim, Y. F. (2023). Evaluating the actual use of learning management systems during the covid-19 pandemic: an integrated theoretical model. Interactive Learning Environments, 31(10), 6905–6930. https://doi.org/10.1080/10494820.2022.2055577
Asbari, M., & Nurhayati, W. (2024). Outcomes-Based Education in Indonesian Higher Education: Empowering Students’ Learning Competencies. International Journal of Social and Management Studies, 5(5), 1–6.
Barz, N., Benick, M., Dörrenbächer-Ulrich, L., & Perels, F. (2024). Students’ acceptance of e-learning: extending the technology acceptance model with self-regulated learning and affinity for technology. Discover Education, 3(1). https://doi.org/10.1007/s44217-024-00195-7
Chen, X., Jiang, L., Zhou, Z., & Li, D. (2025). Impact of perceived ease of use and perceived usefulness of humanoid robots on students’ intention to use. Acta Psychologica, 258(June), 105217. https://doi.org/10.1016/j.actpsy.2025.105217
Cheung, S. K. S., Wong, B. T. M., & Li, K. C. (2023). Perceived usefulness of open educational resources: Impact of switching to online learning for face-to-face and distance learners. Frontiers in Psychology, 13(January), 1–9. https://doi.org/10.3389/fpsyg.2022.1004459
Chowdhury, M. A., Khaled, K., Chisty, S., Tushar, H., Ahmed, K. F., Sabbir, S., & Waliullah, A. (2023). Automating assessment and evaluation for a bachelor ’ s degree program. 12(4). https://doi.org/10.11591/ijere.v12i4.25479
Dahari, Z., Ngah, U. K., & Mohamad, N. (2014). Continuous Quality Improvement ( CQI ) Implementation in Electrical & Electronic Engineering Final Year Projects.
Gede Agus Jaya Negara, Ni Rai Vivien Pitriani, & Luh Putu Widya Fitriani. (2024). Kurikulum Berbasis OBE (Outcome Based Education) Dengan Nilai-Nilai Karakter Untuk Meningkatkan Kualitas Mutu Pendidikan Perguruan Tinggi. Jurnal Penelitian Dan Pengembangan Pendidikan, 8(1), 41–48. https://doi.org/10.23887/jppp.v8i1.68767
Granić, A. (2022). Educational Technology Adoption : A systematic review. April, 9725–9744.
Guswita, R. (2021). Pengembangan Buku Ajar Digital Bahasa Indonesia Berbasis HOTS untuk Meningkatkan Kemampuan Pemecahan Masalah Mahasiswa STKIP Muhammadiyahmuara Bungo. Jurnal Basicedu, 5(5), 4340–4351.
Hermita, N., Wijaya, T. T., Yusron, E., Abidin, Y., Alim, J. A., & Putra, Z. H. (2023). Extending unified theory of acceptance and use of technology to understand the acceptance of digital textbook for elementary School in Indonesia. Frontiers in Education, 8(February). https://doi.org/10.3389/feduc.2023.958800
Jones, G. R., & George, G. M. (2019). Contemporary Management. McGraw-Hill Education.
Kaur, M., & Girdhar, A. (2018). A FRAMEWORK FOR THE INDIRECT ASSESSMENT TOOL FOR OUTCOME BASED EDUCATION USING DATA MINING. 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 1–5.
Kurnia, R., Afgani, M. W., & Afriantoni, A. (2025). Pemanfaatan E Book untuk Meningkatkan Efektifitas Pembelajaran di Kelas Digital MAN 3 Palembang: Perspektif Guru dan Siswa. Journal of Innovative and Creativity, 5(2), 1020–1037.
Laily, S., Skb, R., Desky, A. F., Perpustakaan, I., Sosial, F. I., Islam, U., & Sumatera, N. (2024). DIGITAL BAGI PEMUSTAKA DI PERPUSTAKAAN UNIVERSITAS MUHAMMADIYAH SUMATERA UTARA. Djtechno : Jurnal Teknologi Informasi, 5(2), 316–331. https://doi.org/10.46576/djtechno
Lee, J., Soylu, M. Y., & Ou, C. (2023). Exploring Insights From Online Students: Enhancing the Design and Development of Intelligent Textbooks for the Future of Online Education. International Journal on Innovations in Online Education, 7(2), 29–55. https://doi.org/10.1615/intjinnovonlineedu.2023049742
Linus, A. A., Aladesusi, G. A., Monsur, I. A., & Elizabeth, F. J. (2025). Perceived Usefulness, Ease of Use, And Intention to Utilize Online Tools for Learning Among College of Education Students. Indonesian Journal of Multidiciplinary Research, 5(1), 41–52. https://doi.org/10.17509/ijomr.v5i1.81387
Mahrishi, M., Ramakrishna, S., Hosseini, S., & Abbas, A. (2025). A systematic literature review of the global trends of outcome-based education ( OBE ) in higher education with an SDG perspective related to engineering education.
Marlinda, N. L. P. M. (2021). Studi Empirik Pemanfaatan Google Form Untuk Penilaian Harian Mata Kuliah Matematika Mahasiswa Stiki Indonesia. Journal Media Edukasi, 5, 9–14.
Matlala, M. E., Ncube, T. R., & Parbanath, S. (2022). The state of digital records preservation in South Africa’s public sector in the 21st century: a literature review. Records Management Journal, 32(2), 198–212. https://doi.org/10.1108/RMJ-02-2021-0004
Nadhifah, Q. (2022). E-Book Dalam Sistem Pendidikan 4.0 Di Indonesia Pada Tingkat Pendidikan Tinggi Era Covid-19. Jurnal Teknologi Informasi & Komunikasi Dalam Pendidikan, 9(1), 41. https://doi.org/10.24114/jtikp.v9i1.33894
Nasution, L. M. (2017). Statistik Deskrptif. Hikmah, 14(1), 24.
Nurmaulidah, D., Komara, E., & Koswara, N. (2025). Evaluasi Kritis Sistem Pendidikan Nasional : Perspektif Filosofis dan Sosiologis. 20(2), 73–86. https://doi.org/10.31603/paedagogie.v20i2.14139
Panergayo, A. A. E., & Aliazas, J. V. C. (2021). Students’ behavioral intention to use learning management system: The mediating role of perceived usefulness and ease of use. International Journal of Information and Education Technology, 11(11), 538–545. https://doi.org/10.18178/ijiet.2021.11.11.1562
Prasetyo, A. A., Rijaya, R., Saputra, W. N., Akbar, A. F., & Mulyati, S. (2024). Efektifitas Penggunaan Buku Elektronik (E-BOOK) Dalam Meningkatkan Literasi Membaca Anak-anak usia sekolah dasar. Unimed, 9(1), 87–100. https://doi.org/10.24114/jgk.v9i1.64243
Putra, J. E., Sobandi, A., & Aisah, A. (2024). The urgency of digital technology in education: a systematic literature review. Jurnal EDUCATIO: Jurnal Pendidikan Indonesia, 10(1), 224. https://doi.org/10.29210/1202423960
Rizki, F., & Koto, S. F. (2024). Efektivitas Kurikulum Outcome-Based Education (OBE) Dalam Meningkatkan Kompetensi Siswa pada Mata Kuliah Bakeri Sebuah Meta-Analysis. Jurnal Modeling, 11(4), 232–249.
Salloum, S. A. (2019). Adoption of E-Book for University Students (Vol. 2). Springer International Publishing. https://doi.org/10.1007/978-3-319-99010-1
Sinha, G. R., Gunawardhana, N., & Fan, C.-P. (2022). Based Education Toward Achieving Sustainable Goals in Higher Education. 41–58.
Siregar, H. S., Ramadhan, D. F., Supiana, & Sugilar, H. (2022). TECHNOLOGY ACCEPTANCE MODEL ( TAM ) PADA PEMBELAJARAN ONLINE MAHASISWA PPG DI PERGURUAN TINGGI KEAGAMAAN ISLAM NEGERI. Edukasi Islami: Jurnal Pendidikan Islam, 279–294. https://doi.org/10.30868/ei.v11i01.2174
Smith, A. (2020). Digital Record Management: A Practical Approach. Wiley Blackwell.
Sun, P., Li, L., Hossain, M. S., & Zabin, S. (2025). Investigating students’ behavioral intention to use ChatGPT for educational purposes. Sustainable Futures, 9(December 2024). https://doi.org/10.1016/j.sftr.2025.100531
Wang, M., Ramasamy, S. S., & Dawod, A. Y. (2025). Development and TAM-Based Validation of a User Experience Scale for Actual System Use in Online Courses. 1–31.
Warsah, I., Warlizasusi, J., & Kurikulum, P. (2025). Pendekatan Outcome Based Education dalam MBKM : Strategi Pengembangan Kurikulum di Prodi Manajemen Pendidikan Islam. 2020, 268–282.
Wulandari, Cina, J., & Baihaqi, M. (2025). Pengembangan Kompetensi Profesional Pendidik Di Era Digital. Sindoro CENDIKIA PENDIDIKAN, 12(1), 1–9. https://doi.org/10.9644/sindoro.v3i9.252
Xodabande, I., & Hashemi, M. R. (2023). Learning English with electronic textbooks on mobile devices: Impacts on university students’ vocabulary development. Education and Information Technologies, 28(2), 1587–1611. https://doi.org/10.1007/s10639-022-11230-1
Zasiekina, T., Vasylieva, D., Korshunova, O., Sipii, V., & Vashulenko, O. (2025). Electronic textbooks and their impact on learning in Ukrainian schools. Periodicals of Engineering and Natural Sciences, 13(3), 681–694. https://doi.org/10.21533/pen.v13.i3.459
Zhang, X., Tlili, A., Shubeck, K., Hu, X., Huang, R., & Zhu, L. (2021). Teachers’ adoption of an open and interactive e-book for teaching K-12 students Artificial Intelligence: a mixed methods inquiry. Smart Learning Environments, 8(1). https://doi.org/10.1186/s40561-021-00176-5
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