The Influence Of Perceived Ease Of Use, Perceived Usefulness And Perceived Risk On Purchase Decisions Using The Byond QRIS Method By BSI
Keywords:
Perceived Ease Of Use, Perceived Usefulness, Perceived Risk, Purchasing Decision, QRIS Byond by BSIAbstract
The development of banking digitalization has encouraged people to use digital payment services, one of which is through the QRIS feature in the Byond by BSI application. This study aims to determine the influence of perceived ease of use, perceived usefulness, and perceived risk on purchasing decisions using the QRIS payment method in Byond by BSI. This research employs a quantitative method with users of the Byond by BSI application as the research subjects. Data collection was conducted through questionnaires distributed to respondents who met the research criteria. The data were analyzed using multiple linear regression to determine the effect of each independent variable on the dependent variable. The results of this study are expected to provide an overview of the factors influencing purchasing decisions through QRIS and offer insights into the development of digital banking services in the modern era. Furthermore, this research is expected to serve as an evaluation material for banking institutions in improving service quality and user convenience in digital banking applications.
References
Ambarwati, D. (2019). The Influence Of Benefit Perception, Convenience Perception And Trust Perception On Go-Pay Usage Decisions In Stie Aub Surakarta Students. Journal of Business and Economics.
Andalan Tri Ratnawati, A. M. (2024). The Effect of Ease of Use, Benefits, and Perceived Risks on Intention in Using the Indonesian Standard Rapid Response Code. GBFRJ.
Arfah, Y. (2022). Product Purchase Decision. PT Inovasi Pratama International.
Astuti, M. (2020). Development of halal products in fulfilling the halal lifestyle. Journal of Legal Studies, 14-20.
Ayu Elvina, N. A. (2023). Scientific Journal of Islamic Economics, 9(02), 2023, 2799-2805. The Effect of Perceived Usefulness, Perceived Easy Of Use, Perceived Risk, and Perceived Compatibility on the Customer Decision Process Using Bank Syariah Indonesia Mobile Banking.
Chok, Y. A. (2012). The Role of Halal Awareness, Halal Certification, and Marketing Components in Determining Halal Purchase Intent Among Non-Muslims in Malaysia: A Structural Equation Modeling Approach. Journal of International Food Marketing and Agribusiness, 1-23.
Christopher Gan, M. D. (2006). A logit Analysis of Electronic Banking in New Zealand. International Journal of Bank Marketing, p. 360-383.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. Management Information Systems Research Center, University of Minnesota is collaborating with JSTOR to digitize, preserve and extend access to MIS Quarterly.
Dhita Tri, J. W. (2025). The Effect Of Perceived Ease Of Use On The Fore Coffee Application On Purchase Decisions. The Comercium.
Farul Nizar, N, D. (2019). The Effect Of Halal Labeling, Brand Image, And Multivitamin Quality On Consumer Purchase Interest With Trust Levels, 348.
Ghozali, I. (2018). Multivariete analysis application with the IBM SPSS 23 program. Semarang: Publishing Agency of Diponegoro University.
Hair Jr., J. F. (2006). Multivariate Data Analysis. New Jersey: Pearson Education, Inc.
Hana Zahra Salsabila, S. L. (2021). The Influence of Risk Perception, Benefits and Ease of Use on Online Purchase Decisions on the Shopee Application. JIMKES.
Ian Alfina, M. M. (2017). Analysis Of The Influence Of Halal Labels, Brands And Prices On Purchasing Decisions In Medan City. 122-145.
Herlin, S. W. (2024). The Effect Of Perceived Ease Of Use, Perceived Usefulness, Perceived Risk, And Price Discount On Purchase Decisions Using Shopee Paylater With Brand Image As A Moderation Variable In Generation Z. the commercium.
interactiveqris. (2025, October 16). Penetrating 50 Million People, QRIS Users Are Bigger than Credit Cards. Retrieved July 1, 2025, from Interactive Qris: https://qris.interactive.co.id/homepage/blog-detail.php?lang=id&page=MjQ4-tembus-50-juta-orang-pengguna-qris-lebih-besar-dari-kartu-kredit#:~:text=%22(User)%20QRIS%20itu%20continue,%2C%20Thursday%2C%209%20October%202025.
Karnadjaja, C. C. (2018). Effect of Risk Perception, 6(2), 116–130.
Khumaeroh, L. L. (2023). The Effect of Perception of Benefits and Ease of Use on Shopeepay QRIS Use Decisions in S1 Digital Business Students of Ngudi Waluyo University.
Khumaeroh, L. L. (2023). The Effect of Perception of Benefits and Ease of Use on Shopeepay QRIS Use Decisions in S1 Digital Business Students of Ngudi Waluyo University.
Kotler. (2016). Marketing Management. In P. K. Keller, Marketing Management (p. 15). Marketing Managementc.
Kotler, G. A. (2019). Principles of Marketing. AS: Erlangga.
Lemeshow, S. (1997). Lemeshow formula. Indonesia: Gadjah Mada University Press.
Mauricio S. Featherman, P. A. (2003). Predicting e-services adoption: a perceived risk facets perspective.
Moch Suhir, I. S. (2014). The Effect Of Perception Of Risk, Convenience And Benefit On Online Purchase Decisions (Survey of Website Users www.Kaskus.co.id). JAB.
Mohammad Dino Aulianto Putra, Y. P. (2021). The Influence of E-Service Quality, Trust and Risk Perception on Purchase Decisions Using Gopay. JDM.
Natakusumah. (2023). Adoption of Mobile Payment Technology and the Influence of Religiosity. mobile payment technology.
Novagusda, F. N. (2019). The Effect Of Halal Labeling, Brand Image, And Multivitamin Quality On Consumer Purchase Interest With The Level Of Trust As An Intervening Variable. Jimea-Journal Of Economic Management Innovation And Accounting.
Permana, P. A. (2018). Application of the TAM Method in the Implementation of the Banjar Bazzar Information System. speed.
Peter Wannemacher, B. E. (2012, August 12). The State Of Mobile Banking 2012. Retrieved July 16, 2012, from Forrester Research: https://www.forrester.com/report/The-State-Of-Mobile-Banking-2012/RES75582
Peter, J. P. (2013). Consumer Behavior and Marketing Strategy. Erlangga.
R Arifin, A. D. (2020). Practicum Module Practicum Practicum Module Statistics. CHU Media.
Rita Dewi, H. S. (2021). The effect of perceived ease of use, perceived usefulness, perceived risk, and brand image on purchase decisions using paylater payment methods. management journal.
Sahir, S. H. (2021). Research Methodology. Jawa Tinur: KBM Indonesia.
Septiana D, R. A. (2002). The Effects of Halal Certification and Halal Awareness on Purchase Intention of Halal Food Products in Indonesia. Indonesian Journal of Halal Research, 55-60.
Sugiyono, P. D. (2013). Quantitative Research Methods Qualitative And R&D. Bandung: Alfabeta, Bandung.
Tiandra, N. H. (2019). Analysis Of The Influence Of E-Commerce On Improving The Performance Of MSMES (Case Study On Msmes In Sumbawa District) The Effect of E-Commerce on MSME's Performance Improvement (Case Study on MSME's in Sumbawa District) , 1-5.
Venkatesh, V. D. (2000). Theoretical Acceptance Extension Model:Four Longitudinal Field Studies. Management Science., 46(2), 186–204.
Vo, T. T. (2015). Factors Influencing Customer Perceived Quality and Purchase Intention toward Private Labels in the Vietnam Market : The Moderating Effects of Store Image. International Journal of Marketing studies, 7(4), 51–63.
Widhiaswara, I. A. (2020). Analysis of the Influence of Benefit Perception, Ease of Use Perception and Risk Perception on Purchase Decisions with Trust as Intervening Variables (Study on Gofood Consumers in Semarang City).
Wijayanti, R. C. (2022). The Influence Of Lifestyle, Perceived Ease Of Use, And Perceived Usefulness On The Decision To Use Go-Food Services (Study On Fe Unair Students). Journal of Business Management and Entrepreneurship.
www.indopremier.com. (2024, June 1). BSI (BRIS) Mobile Banking Transactions Reached IDR 298.82 Trillion until June 2024. Retrieved October 27, 2025, from www.indopremier.com: https://www.indopremier.com/ipotnews/newsDetail.php?jdl=Transaksi_Mobile_Banking_BSI_(BRIS)_Capai_Rp298_82_Triliun_hingga_Juni_2024&news_id=451340&group_news=RESEARCHNEWS&news_date=&taging_subtype=PG002&name=&search=y&q=BRIS&page=#:~:text=IDXC%20hannel
www.kompas.com. (2025, February 11). Sitting the BYOND BSI Error Case, "Upgrade" the System until Normal Returns. Retrieved October 2025, 27, from Sitting BYOND BSI Error Case, "Upgrade" System to Return to Normal: https://money.kompas.com/read/2025/02/11/080500326/duduk-perkara-byond-bsi-yang-eror-upgrade-sistem-sampai-normal-kembali?lgn_method=google&google_btn=onetap&page=all
www.money.kompas.com. (2025, June 02). BYOND BSI Application Disruption, Management Apologizes for Disruption in Handling. Retrieved October 2025, 27, from www.money.kompas.com: https://money.kompas.com/read/2025/06/02/142835426/aplikasi-byond-bsi-gangguan-manajemen-minta-maaf-sebut-gangguan-dalam?page=all&utm_source=Google&utm_medium=Newstand&utm_campaign=partner#:~:text=Adapun%20sejumlah%20nasabah%20keluhkan%20BYOND,kemaren%20k
www.qris.interactive.co.id. (2025, August 22). Growing 162%, QRIS will be the backbone of digital transactions in July 2025. Retrieved July 1, 2025, from web interactive qris: https://qris.interactive.co.id/homepage/blog-detail.php?lang=id&page=MjE5-tumbuh-162%-qris-jadi-tulang-punggung-transaksi-digital-juli-2025
Zul Ariff Bin Abdul Latiff, Golnaz Rezai, Zainalabidin Mohamed, Mohamad Amizi Ayob. (2015). Food Labels' Impact Assessment on Consumer Purchasing Behavior in Malaysia. Journal of Food Products Marketing, 137-146.
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