Persepsi Mahasiswa terhadap Penggunaan Moodle dalam Pembelajaran Bahasa Jerman: Analisis Antarangkatan Berbasis Technology Acceptance Model

Arfina Daarussyifa; Irma Permatawati; Pepen Permana

doi:10.24036/jbs.v14i1.137678

Persepsi Mahasiswa terhadap Penggunaan Moodle dalam Pembelajaran Bahasa Jerman: Analisis Antarangkatan Berbasis Technology Acceptance Model

Arfina Daarussyifa, Irma Permatawati, Pepen Permana

Abstract

Previous studies on Moodle use in higher education have generally treated students as a homogeneous group, thereby overlooking potential variations in perceptions across cohorts with different learning experiences. This study addresses this gap by examining cohort-based differences in student perceptions of Moodle use in German language learning through the framework of the Technology Acceptance Model (TAM). Specifically, this study investigates differences in perceptions among students of the German Language Education Study Program at FPBS UPI based on four TAM constructs: perceived usefulness, perceived ease of use, attitude toward using, and behavioral intention. Data were collected through a questionnaire involving 246 students from four cohorts and analyzed using descriptive and comparative statistical approaches. The results indicate statistically significant differences at the global level in perceived usefulness and behavioral intention; however, the effect sizes were small, suggesting that the variations were limited in practical terms. Further analysis reveals that differences in perceived usefulness primarily involve the 2019 cohort in comparison with the 2020 and 2021 cohorts, while no significant differences were found across cohort pairs for the other constructs. These findings suggest that variations in student perceptions across cohorts are more closely related to evaluations of system usefulness rather than ease of use or attitudes toward Moodle. Therefore, Moodle development should focus on pedagogical integration that is adaptive to differences in cohort experiences, such as providing usage support for early cohorts and optimizing interactive learning activities for more experienced cohorts.

Keywords

student perceptions; cohort differences; language learning technology; higher education

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References

Amri, Muhtadin. 2022. “Penerimaan E-Learning Berbasis Moodle Dengan Pendekatan Pengembangan Teori Technology Acceptance Model (TAM) Pada Konteks Mahasiswa Perguruan Tinggi Keagamaan Islam Negeri.” Edukatif : Jurnal Ilmu Pendidikan 4 (3): 4741–57. https://doi.org/10.31004/edukatif.v4i3.2869.

Barz, Nathalie, Manuela Benick, Laura Dörrenbächer-Ulrich, dan Franziska Perels. 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.

Choudhary, Reema, Younus Ahamad Shaik, Pankaj Yadav, dan Ayesha Rashid. 2024. “Generational Differences in Technology Behavior: A Systematic Literature Review.” Journal of Infrastructure, Policy and Development 8 (9): 1–25. https://doi.org/10.24294/jipd.v8i9.6755.

Davis, Fred D. 1989. "Perceived usefulness, perceived ease of use, and user acceptance of information technology." MIS quarterly 13, no. 3: 319-340. https://doi.org/10.2307/249008.

Denovan, Rheza Farrel, dan Endy Gunanto Marsasi. "Perceived Ease Of Use, Perceived Usefulness And Satisfaction To Maximize Behavioral Intention With The Technology Acceptance Model In Generation Y And Z Consumers." Jurnal Pamator: Jurnal Ilmiah Universitas Trunojoyo 18, no. 1 (2025): 1-36.

Fisol, Nabilah Mohd, Mohamed Najib Salleh, dan Siti Norezam Othman. 2016. “Determinants of Theory Technology of Acceptance Model (TAM) in Measuring Educators’ Continuance Intention of Learning Management System (LMS).” Journal of Technology and Operations Management 11 (2): 36–45.

Harryanto, Muchriana Muchran, dan Ansari Saleh Ahmar. 2018. “Application of TAM Model to the Use of Information Technology.” International Journal of Engineering and Technology(UAE) 7 (2.9 Special Issue 9): 37–40.

Khan, Sumayya, dan Thasmai Dhurumraj. 2023. “First-Year Students’ Experience with Engaging with Curricular Online at a Private Higher Education Institution during COVID-19.” International Journal of Research in Business and Social Science (2147- 4478) 12 (6): 267–74. https://doi.org/10.20525/ijrbs.v12i6.2763.

Kudiarto, Syifa Nur Asti, Pepen Permana, dan Irma Permatawati. 2025. “Penerimaan Moodle Dalam Pembelajaran Bahasa Jerman: Analisis Faktor Kebermanfaatan Dan Kemudahan Penggunaan Berdasarkan Technology Acceptance Model (TAM).” Jurnal Bahasa Dan Sastra 13 (1): 148. https://doi.org/10.24036/jbs.v13i1.132978.

Mannheim, Karl. 1952. “The Problem of Generations.” In Essays on the Sociology of Knowledge, edited by Paul Kecskemeti, 276–322. London: Routledge & Kegan Paul.

Mardiah, Ainun, Haryanto Haryanto, Andri Astuti, Widyatiningtyas Widyatiningtyas, Apriani Riyanti, dan Bernardus Agus Rukiyanto. 2024. "Analisis penggunaan sistem manajemen pembelajaran (LMS) dalam konteks pendidikan tinggi." Jurnal Review Pendidikan Dan Pengajaran (JRPP) 7, no. 1:540-550.

Mastour, Haniye, Razieh Yousefi, dan Shabnam Niroumand. 2025. “Exploring the Acceptance of E-Learning in Health Professions Education in Iran Based on the Technology Acceptance Model (TAM).” Scientific Reports 15 (1): 1–14. https://doi.org/10.1038/s41598-025-90742-5.

Maulani, Yola, Pepen Permana, dan Irma Permatawati. 2025. “Pengaruh Perceived Usefulness Terhadap Behavioral Intention Mahasiswa Dalam Menggunakan Moodle Untuk Pembelajaran Bahasa Jerman.” Didaktika: Jurnal Kependidikan 14 (2 Mei): 1955–70. https://jurnaldidaktika.org/contents/article/view/2102.

Nagy, Szabolcs, dan Noémi Hajdú. 2021. “Consumer Acceptance of the Use of Artificial Intelligence in Online Shopping: Evidence From Hungary.” Amfiteatru Economic 23 (56): 1–1. https://doi.org/10.24818/EA/2021/56/155.

Nakagawa, Takeshi, dan Erika Kobayashi. 2024. “Let Us Move Forward: Comment on ‘Are Generations a Useful Concept?’” Acta Psychologica 246: 104286. https://doi.org/10.1016/j.actpsy.2024.104286.

Or, Caleb. 2024. “Watch That Attitude! Examining the Role of Attitude in the Technology Acceptance Model through Meta-Analytic Structural Equation Modelling.” International Journal of Technology in Education and Science 8 (4): 558–582. https://doi.org/10.46328/ijtes.575

Permana, Pepen. 2013. “Efektivitas Penerapan Learning Management System (LMS) dalam Meningkatkan Kemampuan Menulis Mahasiswa Bahasa Jerman.” Allemania 2 (2): 136–151.

Permana, Pepen, Irma Permatawati, Ending Khoerudin, Nur Muthmainah, dan Widia Oktapiani. 2025. “Unveiling the User Acceptance of Moodle in German Language Education.” Journal of Education and Learning 19 (3): 1687–97. https://doi.org/10.11591/edulearn.v19i3.21797.

Putra, I Made Dharma, Ni Nyoman Parwati, Ketut Agustini, dan Anak Agung Adi Wiryya Putra. 2025. “The Influence of Learning Management System on the Success of Blended Learning: Systematic Literature Review.” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) 9 (4): 1376–1387. https://doi.org/10.35870/jtik.v9i4.4181

Raharjo, Didik Hariyadi, Ilza Mayuni, dan Emzir Emzir. 2020. “Improving the Students’ English Skills through Online Activities in Moodle Platform.” Langkawi: Journal of The Association for Arabic and English 6 (1): 55. https://doi.org/10.31332/lkw.v6i1.1846.

Rahmah, Siti, Dewi Mariyam, Khairi Syafina, Dewi Lestari, dan Rizki Nur Analita. 2024. “Penggunaan Learning Management System ( Lms ) Moodle Dalam Pembelajaran Kimia (Sebuah Studi Literatur) Use of Moodle ’ s Learning Management System ( LMS ) in Chemistry Learning ( A Literature Study ).” JCAE (Journal of Chemistry And Education) 7 (3): 137–48.

Ramli, Hartini, Andi Muh. Achyar AM, Nur Azizah Ayu Safanah, dan Ahmad Faris Al Faruq. 2024. “Persepsi Mahasiswa Pada Penggunaan Program E-Learning Berbasis LMS Pada Masa Covid-19.” Jurnal MediaTIK 6 (2): 1–7. https://doi.org/10.59562/mediatik.v6i2.1393.

Rosita, Tita, dan Rhini Fatmasari. 2023. “Acceptance of Distance Learning Technology in Technology-Based Learning Management.” Al-Tanzim: Jurnal Manajemen Pendidikan Islam 7 (4): 1191–1201. https://doi.org/10.33650/al-tanzim.v7i4.5945.

Saputri, Astrid Dyah Retno, Pepen Permana, dan Irma Permatawati. "Students’ Attitudes and Behavioral Intentions in Using Moodle for German Language Learning: A TAM-Based Study." Didaktika: Jurnal Kependidikan 14, no. 2 Mei (2025): 2049-2064.

Schorr, Angela. 2023. “The Technology Acceptance Model (TAM) and Its Importance for Digitalization Research: A Review.” In International Symposium on Technikpsychologie – Celebrating 100 Years of Interdisciplinary Research at TU Darmstadt, edited by N. Gerber and V. Zimmermann, 55–65. Darmstadt, Germany: De Gruyter. https://doi.org/10.2478/9788366675896-005.

Setiaji, Ahmad, Dwi Rohma Wulandari, dan Hadisuddin. 2022. “Pemanfaatan Learning Management System (Lms) Sebagai Media Pembelajaran Di Fakultas Ilmu Sosial Dan Ilmu Politik Universitas Tadulako.” Kinesik 9 (1): 62–70. https://doi.org/10.22487/ejk.v9i1.337.

Setiawan, Muhammad Haris, Hanifah Muslimah Az-Zahra, dan Retno Indah Rokhmawati. 2022. “Analisis Pengalaman Pengguna Learning Management System (LMS) ‘ELING’ Menggunakan Metode Ux Curve (Studi Kasus Mahasiswa Program Studi Sistem Informasi Fakultas Ilmiu Komputer Universitas Brawijaya).” Jurnal Teknologi Informasi Dan Ilmu Komputer 9 (7): 1607–16. https://doi.org/10.25126/jtiik.2022976755.

Simbolon, Dedi Holden. 2022. “Pengembangan Media Pembelajaran Interaktif Menggunakan Moodle sebagai Sarana Pendukung Blended Learning Mahasiswa.” Jurnal Review Pendidikan dan Pengajaran (JRPP) 5 (1): 60–67.

Simon, Patricia D., Juming Jiang, Luke K. Fryer, Ronnel B. King, and Cherry E. Frondozo. 2025 "An assessment of learning management system use in higher education: Perspectives from a comprehensive sample of teachers and students." Technology, Knowledge and Learning 30, no. 2: 741-767. https://doi.org/10.1007/s10758-024-09734-5

Sugiyono. 2016. Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

Suryanto, Edy, Nina Oktarina, dan Tusyanah Tusyanah. 2023. “Optimizing Google Classroom User Behaviour: An Integrated Analysis Using TAM and TPB Models.” AL-ISHLAH: Jurnal Pendidikan 15 (3): 3441–50. https://doi.org/10.35445/alishlah.v15i3.2487.

Twycross, Alison. 2004. “Research Design: Qualitative, Quantitative and Mixed Methods Approaches.” Review of Research Design: Qualitative, Quantitative and Mixed Methods Approaches, by John W. Creswell. Nurse Researcher 12 (1): 82–83. https://doi.org/10.7748/nr.12.1.82.s2.

Yawson, David Eshun, dan Fred Amofa Yamoah. 2020. “Understanding Satisfaction Essentials of E-Learning in Higher Education: A Multi-Generational Cohort Perspective.” Heliyon 6 (11). https://doi.org/10.1016/j.heliyon.2020.e05519.

DOI: https://doi.org/10.24036/jbs.v14i1.137678