Determinan Behavioral Intention Pada Platform E- Commerce Di Kalangan Mahasiswa Dengan Integrasi Model Utaut2 Dan Perceived Risk

Authors

  • Pegi Pradana Universitas Muhammadiyah Surakarta
  • Farid Wajdi Universitas Muhammadiyah Surakarta
  • Imronudin Imronudin Universitas Muhammadiyah Surakarta

DOI:

https://doi.org/10.37385/dz2xbx93

Keywords:

Behavioral Intention, UTAUT2, Perceived Risk, Paylater, Students.

Abstract

The development of financial technology has encouraged the increasing use of buy now pay later (paylater) services on e-commerce platforms, particularly among university students as digital natives. Easy access, payment flexibility, and fast transaction processes have made paylater services increasingly popular. However, the use of these services also creates financial risks, such as consumptive behavior and potential payment defaults. This study aims to analyze the effects of performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, price value, habit, and perceived risk on the behavioral intention to use paylater services among students in OKU Timur. This research employed a quantitative approach using a survey method through online questionnaire distribution to students who use paylater services. Data analysis was conducted using Structural Equation Modeling–Partial Least Square (SEM-PLS) with SmartPLS software. The results indicate that performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, price value, and habit positively affect behavioral intention, while perceived risk has a negative effect. The most dominant variable influencing behavioral intention is performance expectancy. This study concludes that perceived usefulness is the main factor encouraging students to use paylater services, whereas perceived risk tends to reduce their intention to use such services.

References

Abadi, N. S. (2026). Pengaruh Minat Penggunaan Fitur Split Bill di Kalangan Gen Z dengan Menggunakan Pendekatan Teori UTAUT 2 (Studi Kasus Nasabah Bank Rakyat Indonesia). RIGGS: Journal of Artificial Intelligence and Digital Business, 5(1), 1695–1704.

Agustina, I., Pradesa, H. A., Taufik, N. I., & Wijayanti, R. (2025). Persepsi Risiko yang Dirasakan Mahasiswa Berkaitan Minat Berinvestasi di Pasar Modal. JAKUMA : Jurnal Akuntansi Dan Manajemen Keuangan, 6(1), 157–164. https://doi.org/https://doi.org/10.31967/jakuma.v6i1.1428

Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, Theories of Cognitive Self-Regulation, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T

Arianti, N., Arifin, M. Z., & Safitri, S. (2023). Transaksi Jual Beli Online Melalui Sistem Shopee Paylater Dalam Perspektif Hukum Ekonomi Syariah. Syar’ie : Jurnal Pemikiran Ekonomi Islam, 6(2), 111–127. https://doi.org/10.51476/syarie.v6i2.536

Asmara, R., Hamdani, N. A., & Yuwono, M. (2024a). Analisis Pengguna Shopee Paylaterd dengan Pendekatan Unified Theory Of Acceptance and Use (UTAUT2). Journal of Entrepreneurship and Strategic Management, 3(02), 90–100. https://doi.org/10.52434/jesm.v3i02.417

Asmara, R., Hamdani, N. A., & Yuwono, M. (2024b). Analisis Pengguna Shopee Paylaterd dengan Pendekatan Unified Theory Of Acceptance and Use (UTAUT2). Journal of Entrepreneurship and Strategic Management, 3(02), 90–100. https://doi.org/10.52434/jesm.v3i02.417

Banutama, B., Hatta, A. J., Biyanto, F., & Kristiana, D. R. (2025). Keputusan Penggunaan E-Wallet Sebagai Alat Transaksi Digital: Sebuah Kajian Literatur 2012-2023. Jurnal Ilmiah Akuntansi dan Keuangan (JIAKu), 3(4), 301–318. https://doi.org/10.24034/jiaku.v3i4.7025

Clark, F., Sanders, K., Carlson, M., Blanche, E., & Jackson, J. (2007). Synthesis of habit theory. OTJR: Occupation, Participation and Health, 27(1_suppl), 7S- 23S.

Desvira, N. S., & Aransyah, M. F. (2023). Analysis of Factors Influencing Interest and Behavior in Using ShopeePay Features Using the Unified Theory of Acceptance and Use of Technology (UTAUT2) Model. Jurnal Sisfokom (Sistem Informasi Dan Komputer), 12(2), 178–191. https://doi.org/10.32736/sisfokom.v12i2.1594

Desvira, N. S., Aransyah, M. F., & Mulawarman, U. (2023). Analisis Faktor-Faktor yang Memengaruhi Minat dan Perilaku Penggunaan Fitur ShopeePay Menggunakan Model Unified Theory of Acceptance and Use of Technology (UTAUT2). 12.

Devindya Citra Prameisti Putri, A. L. (2024). Peran Teknologi Finansial FinTech dalam Mengubah Layanan Perbankan Tradisional. https://doi.org/10.5281/ZENODO.14067398

Farhani, N. H., Ramadhani, A. A., Sukimin, D. A. R., & Amin, A. N. (2023). Analisis Faktor-faktor yang Mempengaruhi Minat Mahasiswa Menggunakan Paylater dengan Model UTAUT2. AKUNSIKA: Jurnal Akuntansi Dan Keuangan, 72–78. https://doi.org/10.31963/akunsika.v4i2.4303

Featherman, M. S., & Pavlou, P. A. (2003). Predicting e-services adoption: A perceived risk facets perspective. International journal of human-computer studies, 59(4), 451–474.

Febriani, D. S., Safitri, E. M., & Wulansari, A. (2025). Analisis Pengaruh Risiko Dan Manfaat Terhadap Niat Pengguna Fintech Paylater Pada Aplikasi Shopeepay Menggunakan Utaut2. ILTEK : Jurnal Teknologi, 20(01), 82–90. https://doi.org/10.47398/iltek.v20i01.232

Gilang Subagja, Abdy Ihdalumam, & Cory Vidiati. (2024). Peluang dan Tantangan Fintech di Indonesia. Maslahah : Jurnal Manajemen dan Ekonomi Syariah, 3(1), 185–195. https://doi.org/10.59059/maslahah.v3i1.1994

Holipah, S., Mulyasaputra, R. S., Fadlilah, M. B., & Mahmudi, S. R. (2024). Pengaruh Performance expectancy, Effort expectancy, Dan Social influence Terhadap Behavioral intention Pada Aplikasi Ajaib. Jurnal Ekonomi dan Bisnis, 2(12), 2611–2623.

Ilaisyah, H. L., & Sulistyowati, R. (2020). Pengaruh Brand Ambasador dan Iklan Terhadap Keputusan Pembelian Konsumen Pada Marketplace Tokopedia. Jurnal Pendidikan Tata Niaga (JPTN), 8(3), 904–910.

Jadmiko, P., Pasha, F., & Razali, M. N. (2024). Intention to Use on the Use of E- Wallet Link Aja: How Important is Hedonic motivation? Jurnal Manajemen Universitas Bung Hatta, 19(1), 60–67. https://doi.org/10.37301/jmubh.v19i1.24342

Karyoto, E. V. A., Wiranti, Y. T., & Putera, M. I. A. (2024). Pengaruh Behavioral intention Terhadap Use Behavior Pada Penggunaan Aplikasi Gojek. Teknika, 13(1), 109–119.

Levy, J. S. (1992). An introduction to prospect theory. Political psychology, 171- 186.

Limanan, C. C., & Keni, K. (2023). Behavioral Intention To Use Digital Wallets In Indonesia. International Journal of Application on Economics and Business, 1(2), 216–227. https://doi.org/10.24912/ijaeb.v1i2.216-227

Mahrinasari MS. (2020). Perilaku Konsumsi Produk Hijau : Perspektif Theory of Reasoned Action (TRA), Theory of Planned Behavior (TPB), dan Theory of Consumer Behavior (TCV). PUSAKA MEDIA.

Mullainathan, S., & Thaler, R. H. (2000). Behavioral economics. 17-21. Nurfitriyani, S. J. (2020). Mengenal UTAUT2 sebagai Salah Satu Technology Acceptance. Binus Univesity. 13-19.

Nasih, A. M. N., Gati, V., & Rahayu, S. (2024). Pengaruh Persepsi Kemudahan Penggunaan, Persepsi Manfaat, Persepsi Kepercayaan, Persepsi Risiko Dan Persepsi Hambatan Terhadap Minat Menggunakan QRIS yang Dimediasi Oleh Sikap Terhadap QRIS. Jurnal Akuntansi AKUNESA, 12(3). https://doi.org/DOI:%2010.26740/akunesa

Nordhoff, S., Louw, T., Innamaa, S., Lehtonen, E., Beuster, A., Torrao, G., Bjorvatn, A., Kessel, T., Malin, F., Happee, R., & Merat, N. (2020). Using the UTAUT2 model to explain public acceptance of conditionally automated (L3) cars: A questionnaire study among 9,118 car drivers from eight European countries. Transportation Research Part F: Traffic Psychology and Behaviour, 74, 280–297. https://doi.org/10.1016/j.trf.2020.07.015

Novendra, B., & Aulianisa, S. S. (2020). Konsep Dan Perbandingan Buy Now, Pay Later Dengan Kredit Perbankan Di Indonesia: Sebuah Keniscayaan Di Era Digital Dan Teknologi. Jurnal Rechts Vinding: Media Pembinaan Hukum Nasional, 9(2), 183. https://doi.org/10.33331/rechtsvinding.v9i2.444

Onibala, A. A., Rindengan, Y., & Lumenta, A. S. (2021). Theory Of Acceptance And Use Of.Technology

Purnomo, S., & Purwandari, S. (2024). Determinan Adopsi Teknologi Digital Pada UMKM di Indonesia. Sketsa Bisnis, 11(02), 296–318.

Rahima, H. P., Hanggara, B. T., & Putra, W. H. N. (2024). Analisis Adopsi Pengguna Kelompok Usia Muda pada Integrasi Layanan Pembayaran Gopay di Aplikasi Tokopedia Menggunakan Model UTAUT2 & TTF. Jurnal Teknologi Informasi dan Ilmu Komputer, 11(5), 1151–1158. https://doi.org/10.25126/jtiik.2024118053

Raspati, B., Ningsih, V. K., Syalikha, S., & Nurcahya, W. F. (2024a). Kontribusi Fintech Terhadap Penerimaan dan Kepatuhan Pajak di Indonesia. Journal of Macroeconomics and Social Development, 1(4), 1–14. https://doi.org/10.47134/jmsd.v1i4.335

Raspati, B., Ningsih, V. K., Syalikha, S., & Nurcahya, W. F. (2024b). Kontribusi Fintech Terhadap Penerimaan dan Kepatuhan Pajak di Indonesia. Journal of Macroeconomics and Social Development, 1(4), 1–14. https://doi.org/10.47134/jmsd.v1i4.335.

Safitri, D., Sofyan, J. F., Negoro, D. A., & Kusmayadi, A. (2024). Analisis behavioral intention mobile banking dengan model UTAUT2. Innovative: Journal Of Social Science Research, 4(3), 571–587.

Sahira, D. A., & Fauziyah, E. (2021). Hubungan Persepsi Risiko Dengan Keputusan Pembelian Online Makanan Instan Pada Masa Pandemi Covid 19. 2.

Saragih, Y. W., & Rikumahu, B. (2022). Analisis Faktor Adopsi E-Wallet Gopay, OVO, dan DANA dengan Model UTAUT2 pada Masyarakat Jawa Barat. Nominal: Barometer Riset Akuntansi Dan Manajemen, 11(1), 98–121. https://doi.org/10.21831/nominal.v11i1.43075

Shafly, N. A. (2020a). Penerapan model UTAUT2 untuk menjelaskan behavioral intention dan use behavior penggunaan mobile banking di Kota Malang. Jurnal Ilmiah Mahasiswa FEB, 8(2).

Shafly, N. A. (2020b). Penerapan Model Utaut2 Untuk Menjelaskan Behavioral Intention Dan Use Behavior Penggunaan Mobile Banking Di Kota Malang. Universitas Brawijaya.

Sitanggang, M. M., & Suharto, E. (2024). Analisis Penerimaan Pengguna Fitur Pembayaran Contactless Di Indonesia Dengan Menggunakan Model UTAUT 2: (Studi Kasus: Pada Generasi Z Tahun 2024). J-CEKI : Jurnal Cendekia Ilmiah, 3(6), 7158–7172. https://doi.org/10.56799/jceki.v3i6.5625

Sugandini, D., Effendi, M. I., Istanto, Y., & Rahmawati, E. D. (2020). Perceived Enjoyment, Compatibility dan Social influence dalam Adopsi Media Sosial. 2(1).

Susilowati, N., Epriella, J. N., Mustofa, I. R., Safitri, R., & Hutabarat, Y. T. (2025). Pengaruh Literasi Keuangan Digital dan Gaya Hidup terhadap Keputusan dalam Menggunakan Paylater pada Mahasiswa. JIEP: Jurnal Ilmu Ekonomi Dan Pembangunan, 8(2), 343–356.

Tamilmani, K., Rana, N. P., Wamba, S. F., & Dwivedi, R. (2021a). The extended Unified Theory of Acceptance and Use of Technology (UTAUT2): A systematic literature review and theory evaluation. International Journal of Information Management, 57, 102269. https://doi.org/10.1016/j.ijinfomgt.2020.102269

Tamilmani, K., Rana, N. P., Wamba, S. F., & Dwivedi, R. (2021b). The extended Unified Theory of Acceptance and Use of Technology (UTAUT2): A systematic literature review and theory evaluation. International journal of information management, 57, 102269.

Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012a). Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology. MIS Quarterly, 36(1), 157–178. https://doi.org/10.2307/41410412

Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012b). Consumer acceptance and use of information technology: Extending the Unified Theory of Acceptance and Use of Technology1. MIS quarterly, 36(1), 157–178.

Wangdra, J., & Ompusunggu, H. (2025). Pengaruh Hedonic motivation, Price value dan Risk Perception terhadap Fintech Adoption pada Kalangan Mahasiswa di Kota Batam. SCIENTIA JOURNAL: Jurnal Ilmiah Mahasiswa, 7(3).

Widayani, A. (2021). Adoption of Mobile Payment Approach Extended the UTAUT2 | Relevance: Journal of Management and Business. 4(2). https://doi.org/https://doi.org/10.22515/relevance.v4i2.4019

Widyanto, H. A., Kusumawardani, K. A., & Septyawanda, A. (2020). Encouraging Behavioral Intention To Use Mobile Payment: An Extension Of Utaut2. Jurnal Muara Ilmu Ekonomi Dan Bisnis, 4(1), 87–97. https://doi.org/10.24912/jmieb.v4i1.7584

Yaslim, O. A., & Widjaja, I. (2025). Faktor Penentu Kecenderungan Berutang Pengguna Shopee Paylater di Jabodetabek. Jurnal Manajerial Dan Kewirausahaan, 7(3), 1006–1015. https://doi.org/10.24912/jmk.v7i3.34645

Zebua, T. N., Duha, T., Bate’e, M. M., & Gulo, H. (2025). Pengaruh Gaya Hidup Buy Now Pay Later Terhadap Perilaku Keuangan Mahasiswa Fakultas Ekonomi Universitas Nias. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(3), 2167–2182. https://doi.org/10.31004/riggs.v4i3.2272

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Published

2026-05-22

How to Cite

Determinan Behavioral Intention Pada Platform E- Commerce Di Kalangan Mahasiswa Dengan Integrasi Model Utaut2 Dan Perceived Risk. (2026). Community Engagement and Emergence Journal (CEEJ), 7(5), 5020-5046. https://doi.org/10.37385/dz2xbx93