Faktor-Faktor yang Mempengaruhi Niat Menggunakan Aplikasi Access by KAI di Kota Bogor
DOI:
https://doi.org/10.63822/tg9c7067Keywords:
Perceived Usefulness; Perceived Ease of Use; Perceived Behavioral Control; Attitude Toward; Behavior Intention to Use; Access by KAI; Technology Acceptance Model.Abstract
This study aims to analyze the influence of Perceived Usefulness (PU), Perceived Ease of Use (PEOU), Perceived Behavioral Control (PBC), and Attitude Toward (ATT) on the Behavior Intention to Use (BIU) the Access by KAI application in Bogor City. A quantitative approach was applied using the PLS-SEM method via SmartPLS software. Through a purposive sampling technique, a sample of 130 respondents aged 17-42 years who were familiar with and had used the application 1 to 2 times was obtained. The research data was collected using a structured questionnaire instrument consisting of 26 statement items. The results show that PU, PEOU, and ATT have a positive and significant influence on BIU. Conversely, PBC was found to have no positive influence on BIU. In the mediation test, ATT successfully mediated the influence of PU on BIU, but failed to mediate the influence of PEOU on BIU. Furthermore, PU did not significantly mediate the influence of PEOU on BIU. These findings indicate that user intentions to utilize the Access by KAI application are more dominantly influenced by perceived benefits, ease of use, and positive attitudes compared to perceived behavioral control. The strongest relationship is shown by the influence of PEOU on PU with a coefficient of 0.790, t-statistics 13.123, and p-value 0.000.
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References
Ajzen, I. (1991). The Theory of Planned Behavior. Academic Press. Inc.
Ajzen, I. (2002). Perceived Behavioral Control, Self‐Efficacy, Locus of Control, and the Theory of Planned Behavior. Journal of Applied Social Psychology, 32(4), 665-683.
Al-Rahmi, A. M., Al-Rahmi, W. M., Alturki, U., Aldraiweesh, A., Almutairy, S., & Al-Adwan, A. S. (2021). Exploring the Factors Affecting Mobile Learning for Sustainability in Higher Education. Sustainability, 13(14), 7893.
Andika, D. S., Fauziyah, R., Wibisono, M. I., & Dhewi, T. S. (2025). The Effect of Perceived Usefulness on Behavior Intention to Use through Attitude toward Using the Alfagift Application. International Journal of Business and Applied Economics, 4(3), 1189-1200.
Christanto, H. J., Sutresno, S. A., Singgalen, Y. A., & Dewi, C. (2024). Analyzing Benefits of Online Train Ticket Reservation App Using Technology Acceptance Model. Ingénierie Des Systèmes d'Information, 29(1), 107-115.
Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, 13(3), 319-340.
Denovan, R. F., & Marsasi, E. G. (2025). 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, 18(1), 1-36.
Ferreira, M. C., Oliveira, M., & Dias, T. G. (2022). To Use or Not to Use? Investigating What Drives Tourists to Use Mobile Ticketing Services in Tourism. Sustainability, 14(11), 6622.
Hair, J. F. (2022). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). International Journal of Research & Method in Education, 38(2), 220-221.
Hamid, S., Azhar, M., & Sujood. (2023). Behavioral intention to order food and beverage items using e-commerce during COVID-19: An integration of theory of planned behavior (TPB) with trust. British Food Journal, 125(1), 112-131.
Islam, M. N. (2023). Factors affecting adoption of self-service E-ticketing technology: A study on heritage sites in Bangladesh. Heliyon, 9(3), e14691.
Liesa‐Orús, M. (2022). Links between ease of use, perceived usefulness and attitudes towards technology in older people in university: A structural equation modelling approach. Education and Information Technologies.
Prastiawan, D. I., Aisjah, S., & Rofiaty, R. (2021). The Effect of Perceived Usefulness, Perceived Ease of Use, and Social Influence on the Use of Mobile Banking through the Mediation of Attitude Toward Use. Asia Pacific Management and Business Application, 9(03), 243-260.
Rachman, A. I., & Umniati, N. (2025). Analisis Pengaruh Perceived Usefulness dan Perceived ease of use pada Minat Penggunaan Aplikasi Segari dengan Attitude toward using sebagai Variabel Intervening. Jurnal Ilmiah, 10(1).
Rahmanda, G., & Abdurrahman. (2024). Technology Acceptance Model Approach, Subjective Norm Towards Behavior Intention Is Mediated By Attitude And Moderated By Religiosity. Jurnal Ekonomi, 13(04).
Sugiyono. (2023). METODE PENELITIAN KUANTITATIF, KUALITATIF, DAN R&D. Bandung: Alfabeta.
Wang, K., Van Hemmen, S. F., & Criado, J. R. (2022). The behavioural intention to use MOOCs by undergraduate students: Incorporating TAM with TPB. International Journal of Educational Management, 36(7), 1321-1342.
Wasudawan, K., Weissmann, M. A., & Nwobodo, S. (2025). Small and medium-sized enterprises perceived trust towards social media: Applying the extended technology acceptance model. Journal of Asia Business Studies, 19(4), 1085-1103.
Yuliandini, P. R., & Roosdhani, M. R. (2025). Pengaruh Perceived Ease Of Use, Perceived Risk, dan Perceived Usefullnes, Terhadap Behavioral Intention melalui Attitude Toward Using to Mobile Banking (BRImo) di Kota Jepara. Jurnal Ilmiah.
Yulianti, G. W., Agung Yuniarinto, Ida. (2023). Perceived ease of use's effects on behavioral intention mediated by perceived usefulness and trust. Interdisciplinary Social Studies.
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