QRIS in the NTB tourism industry: Unified Theory of Acceptance and Use of Technology (UTAUT) model

Didi Suwardi; Suharti; Rozzy Aprirachman

doi:10.26905/jpp.v10i2.15725

Authors

Didi Suwardi Universitas Islam Negeri Mataram
Suharti Universitas Islam Negeri Mataram
Rozzy Aprirachman

DOI:

https://doi.org/10.26905/jpp.v10i2.15725

Keywords:

QRIS, strategy, tourism, UTAUT Model

Abstract

Rapid technological growth has significant increased in Indonesia. This development has driven the expansion of internet-based innovations, particularly in the financial technology (fintech) sector, which promotes digital payment systems to enhance efficiency, accessibility, and convenience. This study aims to examine the factors influencing the adoption and use of the Quick Response Code Indonesian Standard (QRIS) among tourism industry players in Nusa Tenggara Barat (NTB), as well as to formulate effective strategies to enhance its utilization. This study using quantitative methods, focus on statistical analysis to determine the correlation between various factors and QRIS adoption rates among tourism industry stakeholders in NTB. The quantitative analysis utilized Structural Equation Modeling (SEM) based on the Unified Theory of Acceptance and Use of Technology (UTAUT) framework, which comprises six key constructs including Performance Expectancy, Effort Expectancy, Social Influence, Facilitating Conditions, Behavioral Intention, and Use Behavior. Data were collected from 101 respondents selected through proportionate random sampling, representing various sectors of the tourism industry, including travel agencies, hotels, restaurants, bars, spas, and diving operators. The empirical results demonstrate that Behavioral Intention has a significant positive effect on Use Behavior These findings indicate that perceptions of usefulness, ease of use, and supporting conditions are the primary determinants of QRIS adoption, whereas social factors have limited influence in this context. Based on the findings, several strategic recommendations are proposed to enhance QRIS adoption among NTB tourism industry players, including strengthening awareness and user education, improving infrastructure and technical support, fostering institutional partnerships, and providing targeted incentives to encourage sustained utilization.

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References

Akbar, Ricky, et al. 2019. Design of Non-Cash Payment Application for Car Wash Business Management by Utilizing QR Code Technology (Case Study: Oto Pro Car Wash & Detailing Padang). jurnal.umj.ac.id/index.php/semnastek

Bank Indonesia Initiative Team, 2006, Working Paper: Efforts to Increase the Use of Non-Cash Payment Instruments through E-Money Development, Jakarta: BI.

Central Statistics Agency of West Nusa Tenggara Province. (2020). West Nusa Tenggara Tourism Statistics 2020. Mataram: Central Statistics Agency of West Nusa Tenggara Province.

Compeau, D. R., & Higgins, C. A. (1991). A Social Cognitive Theory Perspective On Individual Reaction to Computing Technology. International Conference On Information Systems , 187–198.

Crouch, GI, and Ritchie, JRB 1999. Tourism, Competitiveness and Societal Prosperity. Journal of Business Research, Vol 44, No 3, pp 137–152

David, FR (2017). Strategic Management Concept . Salemba Empat.

Davis, F.D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly , 13 (3), 319–340.

Davis, F.D., Bagozzi, R.P., & Warshaw, P.R. (1992). Extrinsic and Intrinsic Motivation to Use Computers in the Workplace. Journal of Applied Social Psychology , 22 (14), 1111–1132.

Dulmen Saif Siregar, "Determinants of Interest in Using Quick Response Indonesian Standard (QRIS)", (Thesis, Faculty of Islamic Economics and Business, Padangsidempuan State Islamic Institute, 2021).

Elena, M. (2021). BI Records 10.4 Million Merchants Have Used QRIS. Bisnis.Com.

https://ekonomi.bisnis.com/read/20210923/9/1445881/bi-catat-104-juta-merchant-telah-gunakan-qris

Kang, J. (2018). Mobile payment in Fintech environment: trends, security challenges, and services. Human-centric Computing and Information sciences, 8(1), 32.

Hutami A. Ningsih, Endang M. Sasmita, Bida Sari, 'The Influence of Perceived Benefits, Perceived Ease of Use, and Perceived Risk on the Decision to Use Electronic Money (QRIS) in Students', In the Journal of the Faculty of Economics and Business, Persada Indonesia University YAI , Vol. XVII, (2020)

Jalal, A., Al Mubarak, M., & Durani, F. (2023). Financial technology (fintech). In Artificial intelligence and transforming digital marketing (pp. 525-536). Cham: Springer Nature Switzerland.

Kline, R.B. (2015). Principles and practices of structural equation modeling Ed. 4th. In The Guilford Press: New York .

Kurniati, P. S., & Suryanto, S. (2023). Tourism development policy based on digital economy in Lombok national tourism destination. Journal of Eastern European and Central Asian Research (JEECAR), 10(1), 85–92. https://doi.org/10.15549/jeecar.v10i1.1074

Ma, T., Zhang, H., Qian, J., Hu, X., & Tian, Y. (2015, January). The design and implementation of an innovative mobile payment system based on qr bar code. In 2015 International Conference on Network and Information Systems for Computers (pp. 435-440). IEEE.

Mazanec, Josef. A., 2011. Tourism destination competitiveness: second thoughts on the World Economic Forum reports. Tourism Economics, 2011, 17(4), 725–751

Mistriani, Nina et al. 2020. The Importance of Tourism Industry Players Being Equipped with Online Competency Tests to Improve Tourism Human Resources in Indonesia. Edutourism Journal of Tourism Research. Volume 02, Number 01, June 2020, p. 32-42

Ministry of Tourism and Creative Economy. (2021). Strategic Plan of the Ministry of Tourism and Creative Economy 2020-2024. Jakarta: Ministry of Tourism and Creative Economy.

Mira Gustiana Pangestu and Johni Paul Karolus Pasaribu, "Behavior Intention of Using Digital Payment QRIS Based on the Unified Theory of Acceptance Model" and Use of Technology (UTAUT),Study On MSMEs Sector Food Industry & Drink In City "Jambi", in JOURNAL, Faculty Knowledge Management and Business, Dinamika Bangsa University, 2022

Musabegovic, I., Özer, M., Djukovic, S., & Jovanovic, S. (2019). Influence of financial technology (fintech) on financial industry. Економика пољопривреде, 66(4), 1003-1021.

Moore, G. C., & Benbasat, I. (1991). Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation. Information Systems Research , 2 (3), 192–222. https://doi.org/https://doi.org/10.1287/isre.2.3.192

Muzdalifa, Irma, et al. 2018. The Role of Fintech in Increasing Inclusive Finance in MSMEs in Indonesia (Islamic Finance Approach). Jurnal Masharif Al-Syariah: Journal of Islamic Economics and Banking. Vol 3 No 1

Nuswantoro et all (2024). Identification of Factors Influencing the Use of QRIS Using TAM and UTAUT 2 Methods. . Scientific Journal of Informatics, 11(2), 451-466. https://doi.org/10.15294/sji.v11i2.3562

QRIS Indonesia. (2021). QRIS Usage Guide. Available at: https://www.qris.id/panduan-penggunaan-qris/ [Accessed on August 15, 2021].

Rogers, E.M. (1983). Diffusion of Innovations: Third Edition . Free Press.

Setiawan IWA and Mahyuni LP (2020). QRIS in the Eyes of MSMEs: Exploration of MSMEs' Perceptions and Intentions

to Use QRIS. E-Journal of Economics and Business, Udayana University, 921-946.

https://doi.org/10.24843/EEB.2020.v09.i10.p01

Sihaloho JE, Ramadani A, and Rahmayanti S. (2020). Implementation of the

Indonesian Standard Quick Response Payment System for the Development of MSMEs in Medan. https://doi.org/10.38043/jmb.v17i2.2384

Sugiyono. (2017). Educational Research Methods (Quantitative, Qualitative and R&D Approaches) .

Sugiyono. 2014. Research Methods: Quantitative, Qualitative and R&D Approaches.

Schumacker, R.E., & Lomax, R.G. (2010). A Beginner's Guide to Structural Equation Modeling, 3rd Edition. In Journal of the Royal Statistical Society: Series A (Statistics in Society) (Vol. 175, Issue 3). https://doi.org/10.1111/j.1467-985x.2012.01045_12.x

Sriastuti, D. A. N., Suthanaya , P. A., Wedagama , D. M. P., Yana , A. A. G., & Dwijendra, N. K. A. (2024). Determining Factors for Online Transportation Mode Selection to Tourist Destinations in Bali, Indonesia. Revista De Gestão - RGSA, 18(8), e05952. https://doi.org/10.24857/rgsa.v18n8-008

Tarantang, Jefri, et al. 2019. The development of digital payment systems in the era of the industrial revolution 4.0 in Indonesia. Al Qardh Journal, Vol 4

Thompson, R.L., Higgins, C.A., & Howell, J.M. (1991). Personal Computing: Toward a Conceptual Model of Utilization. MIS Quarterly , 15 (1), 125–143. https://doi.org/10.2307/249443

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User Acceptance of Information Technology: Toward a Unified View. MIS Quarterly , 27 (3), 425–478. https://doi.org/10.1201/9780849375477.ch230

Venkatesh, V., & Davis, F.D. (2000). A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Management Science , 46 (2), 186–204.

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 , 36 (1), 157–178. https://doi.org/10.2307/41410412