January 2025

Volume 08 Issue 01 January 2025
The Influence of Performance Expectancy, Effort Expectancy, And Social Influence on Use Behavior with Behavioral Intention as A Mediator (A Case Study of Cash on Delivery (COD) System Users in Marketplaces)
1Nurul Aulia Ramadhina, 2Nurafni Rubiyanti, 3Rajiv Dharma Mangruwa
1,2,3Departement of Economic & Business, Telkom University
DOI : https://doi.org/10.47191/ijsshr/v8-i1-24

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ABSTRACT

Online shopping has gained significant popularity due to the numerous conveniences it offers. Several marketplaces provide various premium services, including the Cash on Delivery (COD) payment system, which has become a prominent feature in Indonesia. COD caters to individuals who prefer traditional payment methods and are skeptical about online transactions. This payment method allows customers to mitigate concerns about potential fraud, such as non-delivery of goods or receiving empty packages, thereby offering a sense of security and trust in their purchases. This study aims to investigate the relationships between the variables of Performance Expectancy, Effort Expectancy, Social Influence, Behavioral Intention, and Use Behavior. The sample comprises individuals who have shopped on a marketplace using the COD payment system, with a total of 348 respondents. This research employs a quantitative approach, utilizing nonprobability sampling and data collection facilitated by the G-Power application. Data analysis was conducted using Smart-PLS version 4 software. The findings reveal a positive and significant impact of performance expectancy on behavioral intention, a positive and significant effect of effort expectancy on behavioral intention, and a positive and significant influence of social influence on behavioral intention. Furthermore, behavioral intention positively and significantly affects use behavior. Additionally, performance expectancy, effort expectancy, and social influence positively and significantly impact use behavior through behavioral intention.

KEYWORDS:

Cash on Delivery, Performance Expectancy, Effort Expectancy, Social Influence, Use Behavior, Behavioral Intention

REFERENCES
1) Alraja, M. N. (2016). The effect of social influence and facilitating conditions on e-government acceptance from the individual employees’ perspective. Polish Journal of Management Studies, 14(2), 18–27. https://doi.org/10.17512/pjms.2016.14.2.02

2) Alshehri, A., Rutter, M. J., & Smith, S. (2019). An implementation of the UTAUT model for understanding students’ perceptions of Learning Management Systems: A Study within Tertiary Institutions in Saudi Arabia. International Journal of Distance Education Technologies, 17(3), 1–24. https://doi.org/10.4018/IJDET.2019070101

3) Candra, S., Frederica, E., Putri, H. A., & Loang, O. K. (2024). The UTAUT approach to Indonesia’s behavioral intention to use mobile health apps. Journal of Science and Technology Policy Management. https://doi.org/10.1108/JSTPM-102022-0175

4) Dharmmesta. (2008). Manajemen Pemasara, Analisis Perilaku Konsumen. BPFE-Yogyakarta.

5) Farzin, M., Sadeghi, M., Yahyayi Kharkeshi, F., Ruholahpur, H., & Fattahi, M. (2021). Extending UTAUT2 in Mbanking adoption and actual use behavior: Does WOM communication matter? Asian Journal of Economics and Banking, 5(2), 136–157. https://doi.org/10.1108/ajeb-10-2020-0085

6) Ghozali, I. (2021). Partial Least Squares : Konsep, Teknik dan Aplikasi Menggunakan Program SmartPLS 3.2.9 Untuk Penelitian Empiris, 3/E. . Badan Penerbit Undip.

7) Ghozali, I., & Latan, H. (2015). Partial Least Squares Konsep Teknik dan Aplikasi dengan Program Smart PLS 3.0. Badan Penerbit Undip.

8) Hamed, S., & El-Deeb, S. (2020). Cash on Delivery as a Determinant of E-Commerce Growth in Emerging Markets. Journal of Global Marketing, 33(4), 242–265. https://doi.org/10.1080/08911762.2020.1738002

9) Handayani, T., & Novitasari, A. (2020). Digital Wallet as a Transaction Media in the Community. IOP Conference

10) Series: Materials Science and Engineering, 879(1). https://doi.org/10.1088/1757-899X/879/1/012001

11) Kaukab, M. E., & Aryanto, V. D. W. (2020). Foreign Direct Investment And The Performance Of Indonesian

12) Marketplace E-Commerce Corporation: An Application Of Network, Ownership, Location And Internalisation Framework. Malaysian Management Journal, 24. https://doi.org/10.32890/mmj.24.2020.11089

13) Sancaka, M., & Subagio, H. (2014). Analisa Faktor Yang Mempengaruhi Penerimaan Dan Penggunaan Kompas Epaper Oleh Konsumen Harian Kompas Di Jawa Timur Dengan Menggunakan Kerangka Unified Theory Of Acceptance And Use Of Technology (Utaut). Jurnal Manajemen Pemasaran Petra.

14) Teofilus, T., Sutrisno, T. F. C. W., Hongdiyanto, C., & Wananda, V. (2020). A study of indonesian online marketplace:

15) Information processing theory paradigm. Journal of Distribution Science, 18(8), 75–87. https://doi.org/10.15722/jds.18.8.202008.75

16) Tien Thanh Le, N., Nghiep Nguyen, Q., Ngoc Phien, N., Duong-Trung, N., Tam Huynh, T., Phuc Nguyen, T., & Xuan

17) Son, H. (2019). Assuring Non-fraudulent Transactions in Cash on Delivery by Introducing Double Smart Contracts. In IJACSA) International Journal of Advanced Computer Science and Applications (Vol. 10, Issue 05). www.ijacsa.thesai.org

18) Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly: Management Information Systems, 27(3), 425–478. https://doi.org/10.2307/30036540

19) Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly: Management Information Systems, 36(1), 157– 178. https://doi.org/10.2307/41410412

20) Venkatesh, V. (2022). Adoption and use of AI tools: a research agenda grounded in UTAUT. Annals of Operations Research, 308(1–2), 641–652. https://doi.org/10.1007/s10479-020-03918-9
Volume 08 Issue 01 January 2025

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