Digital Payment Quality and User Behavior in Social Commerce vs Marketplace Platforms: Evidence from TikTok Shop and Indonesian E-Commerce

Authors

  • Alinda Putri Nur Rahma Universitas Islam Indonesia
  • Zaenal Arifin Universitas Islam Indonesia

DOI:

https://doi.org/10.35870/jemsi.v12i1.5918

Keywords:

Digital Payments, TikTok Shop, E-Commerce, Consumer Behavior, Sales Efficiency, PLS-SEM

Abstract

This study investigates the influence of digital payment system quality on consumer purchase behavior and sales efficiency across different e-commerce platforms in Indonesia, with a focus on TikTok Shop and established marketplaces such as Shopee and Tokopedia. The research aims to assess how payment method completeness, payment security, and payment speed affect user behavior and operational performance in digital commerce ecosystems, driven by the growing integration of social features and instant transactions in online platforms. A quantitative approach was employed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with data collected from 242 respondents, split evenly between consumers and merchants. Multi-Group Analysis (MGA) was applied to compare platform-specific effects. The findings reveal that all dimensions of digital payment quality have a significant positive impact on their respective dependent variables. Payment security is the strongest predictor of consumer purchase behavior, especially on TikTok Shop, while payment method completeness exerts greater influence on traditional marketplaces. On the seller side, payment speed enhances sales efficiency most significantly on TikTok Shop, reflecting the platform’s reliance on fast-paced viral commerce. The study contributes to theoretical frameworks by demonstrating the varied relevance of TAM and TPB constructs in different platform contexts. It offers practical insights for platform developers and merchants seeking to optimize payment systems to improve user trust and operational effectiveness. The study also highlights the need for further research involving broader demographics and emerging payment technologies to deepen understanding of digital transaction behaviors.

 

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Author Biographies

  • Alinda Putri Nur Rahma, Universitas Islam Indonesia

    Departemen Manajemen, Fakultas Bisnis dan Ekonomika, Universitas Islam Indonesia, Yogyakarta, Indonesia.

  • Zaenal Arifin, Universitas Islam Indonesia

    Departemen Manajemen, Fakultas Bisnis dan Ekonomika, Universitas Islam Indonesia, Yogyakarta, Indonesia.

References

Anisa, N. A., Kurniawati, K., Arifin, S., & Haqiqi, A. (2022). Efisiensi biaya penjualan dalam bisnis e-commerce pada online seller di Kota Sidoarjo. WORLDVIEW: Jurnal Ekonomi Bisnis dan Sosial Sains, 1(2), 115–123. https://doi.org/10.38156/worldview.v1i2.156.

Barkhordari, M., Nourollah, Z., Mashayekhi, H., Mashayekhi, Y., & Ahangar, M. S. (2017). Factors influencing adoption of e-payment systems: An empirical study on Iranian customers. Information Systems and E-Business Management, 15(1), 89–116. https://doi.org/10.1007/s10257-016-0311-1.

Bojjagani, S., Seelam, N. R., Sharma, N. K., Uyyala, R., Akuri, S. R. C. M., & Maurya, A. K. (2023). The use of IoT-based wearable devices to ensure secure lightweight payments in FinTech applications. Journal of King Saud University - Computer and Information Sciences, 35(9), 101785. https://doi.org/10.1016/j.jksuci.2023.101785.

Bougie, R., & Sekaran, U. (2020). Research methods for business: A skill-building approach (8th ed.). John Wiley & Sons, Inc.

Coelho, R., & Prenio, J. (2020). Covid-19 and operational resilience: Addressing financial institutions’ operational challenges in a pandemic. FSI Briefs.

Devriese, J., & Mitchell, J. (2006). Liquidity risk in securities settlement. Journal of Banking & Finance, 30(6), 1807–1834. https://doi.org/10.1016/j.jbankfin.2005.09.008.

Dhani, N. R., Kusmayati, N. K., & Kurniawati, Y. (2025). Pengaruh strategi pemasaran digital dan metode pembayaran melalui Sea Bank terhadap perilaku konsumen di Shopee. RIGGS: Journal of Artificial Intelligence and Digital Business, 4(2), 348–353. https://doi.org/10.31004/riggs.v4i2.503.

Fariza Raz, A. (2024). Digital payments and regional financial intermediation. The International Journal of Financial Systems, 2(2), 217–248. https://doi.org/10.61459/ijfs.v2i2.71.

Hossain, Md. A., & Kim, M. (2020). A comprehensive study on social commerce in social networking sites. Sage Open, 10(2), 2158244020936225. https://doi.org/10.1177/2158244020936225.

Isanawikrama, Hutomo, E. D., Irawan, I., & Aguzman, D. G. (2023). Effect of payment gateways towards online shopping behavior in SME in Indonesia. E3S Web of Conferences, 426, 02018. https://doi.org/10.1051/e3sconf/202342602018.

Kilay, A. L., Simamora, B. H., & Putra, D. P. (2022). The influence of e-payment and e-commerce services on supply chain performance: Implications of open innovation and solutions for the digitalization of micro, small, and medium enterprises (MSMEs) in Indonesia. Journal of Open Innovation: Technology, Market, and Complexity, 8(3), 119. https://doi.org/10.3390/joitmc8030119.

Kotler, P., Keller, K. L., & Chernev, A. (2022). Marketing management (16th ed., global ed.). Pearson.

Laurence, H. O., William, W., Layoji, V. L., & Saputra, H. (2024). Karakteristik layanan digital: Belanja online dengan dompet digital, keamanan bertransaksi, dan dampaknya pada perilaku pembelian. COSTING: Journal of Economic, Business and Accounting, 7(6). https://doi.org/10.31539/costing.v7i6.12645.

Lestari, N. I., Ramadani, M., & Sutikno, S. (2022). Peran e-lifestyle, budaya digital, dan e-payment terhadap perilaku konsumtif generasi Y dalam bertransaksi di e-commerce. Ekombis Sains: Jurnal Ekonomi, Keuangan Dan Bisnis, 7(2), 173–186. https://doi.org/10.24967/ekombis.v7i2.1844.

Muslim, S., Muktar, M., & Diansah, S. (2023). Implikasi hukum penutupan TikTok Shop terhadap regulasi hukum bisnis di Indonesia. Jurnal Hukum Dan HAM Wara Sains, 2(10). https://doi.org/10.58812/jhhws.v2i10.713.

Pandey, S. K. (2022). A study on digital payments system & consumer perception: An empirical survey. Journal of Positive School Psychology, 6(3), 10121–10131.

Poudel, H. K., Ranabhat, D., Sapkota, P., & Ranabhat, M. (2023). Adoption of digital payment system among the youths in Pokhara Metropolitan City. Interdisciplinary Journal of Innovation in Nepalese Academia, 2(2), 160–172.

Schuh, S., & Stavins, J. (2016). How do speed and security influence consumers’ payment behavior? Contemporary Economic Policy, 34(4), 595–613. https://doi.org/10.1111/coep.12163.

Sharma, V., Jangir, K., Gupta, M., & Rupeika-Apoga, R. (2024). Does service quality matter in FinTech payment services? An integrated SERVQUAL and TAM approach. International Journal of Information Management Data Insights, 4(2), 100252. https://doi.org/10.1016/j.jjimei.2024.100252.

Siswapranata, F. Z., & Mediawati, N. F. (2024). Eligibility of TikTok Shop as a legitimate platform for conducting online sales transactions in Indonesia: Kelayakan TikTok Shop sebagai platform yang sah untuk melakukan transaksi penjualan secara online di Indonesia. https://doi.org/10.21070/ups.4192.

Suardana, I. W. A., & Mahyuni, L. P. (2024). How ease of use, convenience, risk, trust, and security influence mobile banking usage through satisfaction. International Journal of Social Science and Business, 8(3). https://doi.org/10.23887/ijssb.v8i3.83987.

Tian, Y., Chan, T. J., Suki, N. M., & Kasim, M. A. (2023). Moderating role of perceived trust and perceived service quality on consumers’ use behavior of Alipay e-wallet system: The perspectives of Technology Acceptance Model and Theory of Planned Behavior. Human Behavior and Emerging Technologies, 2023, 1–14. https://doi.org/10.1155/2023/5276406.

Zalukhu, S., & Lattu, A. (2025). The influence of using the QRIS digital payment method on customer purchasing decisions. Jurnal Ilmiah Manajemen Kesatuan, 13(1), 445–454. https://doi.org/10.37641/jimkes.v13i1.3064.

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Published

2026-02-01

How to Cite

Rahma, A. P. N., & Arifin, Z. (2026). Digital Payment Quality and User Behavior in Social Commerce vs Marketplace Platforms: Evidence from TikTok Shop and Indonesian E-Commerce. JEMSI (Jurnal Ekonomi, Manajemen, Dan Akuntansi), 12(1), 535-549. https://doi.org/10.35870/jemsi.v12i1.5918

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