Analisis Niat Menggunakan E-Ticketing Application dalam Layanan Transportasi Publik: Studi Pengguna Fitur E-Ticketing pada Aplikasi MyMRTJ

Authors

  • Raissa Diamantha Kalila Universitas Negeri Jakarta Author
  • Ryna Parlyna Universitas Negeri Jakarta Author
  • Osly Usman Universitas Negeri Jakarta Author

DOI:

https://doi.org/10.63822/4p3ghs51

Keywords:

Technology Acceptance Model (TAM), perceived usefulness, perceived ease of use, Trust, attitude toward using, intention to use, e-ticketing, aplikasi, MyMRTJ

Abstract

Perkembangan teknologi menyebabkan perubahan digital pada bidang transportasi umum, salah satunya melalui penerapan fitur tiket digital pada aplikasi MyMRTJ. Namun, pemanfaatan fitur e-ticketing masih belum maksimal sehingga diperlukan penelitian untuk mengidentifikasi faktor yang memengaruhi niat pengguna. Data yang diperoleh dikumpulkan melalui kuesioner dan dianalisis menggunakan metode Structural Equation Modeling-Partial Least Squares (SEM-PLS) melalui SmartPLS 3.0. Hasil penelitian menunjukkan bahwa Perceived Usefulness, Perceived ease of use, dan Trust berpengaruh positif dan signifikan terhadap Attitude toward using. Lalu, Attitude toward Using berpengaruh positif dan signifikan terhadap Intention to use. Namun, Attitude toward Using tidak memediasi pengaruh Perceived Usefulness dan Perceived ease of use terhadap Intention to use.

 

References

Abbas Naqvi, M. H., Jiang, Y., Miao, M., & Naqvi, M. H. (2020). The effect of social influence, Trust, and entertainment value on social media use: Evidence from Pakistan. Cogent Business and Management, 7(1). https://doi.org/10.1080/23311975.2020.1723825

Alrawad, M., Lutfi, A., Almaiah, M. A., & Elshaer, I. A. (2023). Examining the influence of Trust and perceived risk on customers intention to use NFC mobile payment system. Journal of Open Innovation: Technology, Market, and Complexity, 9(2). https://doi.org/10.1016/j.joitmc.2023.100070

Awal, M. R., Arzin, T. A., Islam, M. M., & Hasan, M. T. (2024). Understanding railway passengers’ E-ticketing usage intention in an emerging economic context: application of an extended technology acceptance model. Arab Gulf Journal of Scientific Research, 42(3), 602–620. https://doi.org/10.1108/AGJSR-12-2022-0294

Chen, C. C., Chang, C. H., & Hsiao, K. L. (2022). Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory. Journal of Retailing and Consumer Services, 67, 102974. https://doi.org/10.1016/J.JRETCONSER.2022.102974

Fred D. Davis. (1989). Perceived Usefulness, Perceived ease of use, and User Acceptance of Information Technology. 13, 319–340.

Gößwein, E., & Liebherr, M. (2025). Embracing Change in the Modern Working Environment: Exploring the Role of Trust, Experimentation, and Adaptability in the Acceptance of New Technologies. SAGE Open, 15(1). https://doi.org/10.1177/21582440241311126

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Third Edition (Vol. 3). International Journal of Research & Method in Education.

Himel, Md. T. A., Ashraf, S., Bappy, T. A., Abir, M. T., Morshed, M. K., & Hossain, Md. N. (2021). Users’ attitude and intention to use mobile financial services in Bangladesh: an empirical study. South Asian Journal of Marketing, 2(1), 72–96. https://doi.org/10.1108/sajm-02-2021-0015

Kasilingam, D. L. (2020). Understanding the attitude and intention to use smartphone chatbots for shopping. Technology in Society, 62. https://doi.org/10.1016/j.techsoc.2020.101280

Kwangsawad, A., & Jattamart, A. (2022). Overcoming customer innovation resistance to the sustainable adoption of chatbot services: A community-enterprise perspective in Thailand. Journal of Innovation and Knowledge, 7(3). https://doi.org/10.1016/j.jik.2022.100211

Liu, M., Wang, C., & Hu, J. (2023). Older adults’ intention to use voice assistants: Usability and emotional needs. Heliyon, 9(11). https://doi.org/10.1016/j.heliyon.2023.e21932

Moca, M., & Badulescu, A. (2023). Determinants of Economical High School Students’ Attitudes toward Mobile Devices Use. Sustainability (Switzerland), 15(12). https://doi.org/10.3390/su15129331

Naji, G. M. A., Kalid, K. S., & Savita, K. S. (2024). The Moderating Effect of App Trustworthiness and User Attitudes on Intention to Use Adopt Mobile Applications Among Employees in The Oil and Gas Industry. SAGE Open, 14(4). https://doi.org/10.1177/21582440241286300

Prabandari, A. D., & Ansoriyah, F. (2023). Pengaruh Persepsi Kegunaan, Kemudahan, Perilaku, Niat Pengguna Terhadap Kenyataan Penggunaan Aplikasi SiPolgan. Jurnal Mahasiswa Wacana Publik, 2, 312–326. https://doi.org/https://doi.org/10.20961/wp.v3i2.78254

Setyoparwati, I. C. (2019). PENGARUH DIMENSI KEPERCAYAAN (TRUST) KONSUMENTERHADAP KEPUASAN PELANGGAN PADA E-COMMERCE DI INDONESIA. Jurnal Ilmiah MEA (Manajemen, Ekonomi, & Akuntansi), 3, 111–119.

Singh, N., & Sinha, N. (2020). How perceived Trust mediates merchant’s intention to use a mobile wallet technology. Journal of Retailing and Consumer Services, 52. https://doi.org/10.1016/j.jretconser.2019.101894

Zhou, L., Xue, S., & Li, R. (2022). Extending the Technology Acceptance Model to Explore Students’ Intention to Use an Online Education Platform at a University in China. SAGE Open, 12(1). https://doi.org/10.1177/21582440221085259

Published

2026-07-28

How to Cite

Kalila, R. D. ., Parlyna, R. ., & Usman, O. (2026). Analisis Niat Menggunakan E-Ticketing Application dalam Layanan Transportasi Publik: Studi Pengguna Fitur E-Ticketing pada Aplikasi MyMRTJ. Indonesia Economic Journal, 2(2), 2215-2227. https://doi.org/10.63822/4p3ghs51