Purchase Decision Drivers in Digital Transactions: The Role of QRIS, Product Quality, and Brand Trust

Authors

  • Nurul Asmi Institut Teknologi dan Bisnis Asia Malang, Indonesia

Keywords:

QRIS, Product Quality, Brand Trust, Purchase Decision, healthcare retail

Abstract

Introduction/Main Objectives: This study examines the drivers of purchase decisions in digital healthcare transactions, focusing on the role of QRIS payment convenience, product quality, and brand trust. The rapid adoption of QRIS in Indonesia has improved transaction efficiency, yet evidence suggests that technological ease alone does not guarantee purchase conversion in health-related retail. Understanding how these factors interact is crucial for designing strategies that combine digital convenience with consumer confidence.

Background Problems: Despite seamless QRIS adoption at ONEMED Malang, inconsistencies between transaction completion and sustained loyalty persist. This study addresses the research question: How do QRIS convenience, product quality, and brand trust jointly influence consumer purchase decisions in digital healthcare retail?

Research Methods: A quantitative explanatory approach was employed using a cross-sectional survey of 460 ONEMED consumers who completed QRIS transactions. Data were collected via structured questionnaires and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) with SmartPLS 4.

Finding/Results: The results show that perceived product quality exerts the strongest direct effect on purchase decisions (β = 0.4277), followed by QRIS convenience (β = 0.3306). Both QRIS convenience and product quality significantly influence brand trust, which partially mediates their impact on purchase decisions. The model explains 69.7% of the variance in purchase decisions, indicating high predictive power.

Conclusion: Purchase decisions in digital healthcare retail are primarily driven by product quality, supported by QRIS convenience and brand trust. Technological ease alone is insufficient; strategies must integrate quality assurance and trust-building initiatives to achieve sustainable loyalty. ONEMED should combine QRIS adoption with transparent quality signaling and credible communication to strengthen consumer confidence and long-term engagement.

References

Ahmad, Y. S. (2025). ANALYSIS OF FACTORS INFLUENCING MEDICINE PURCHASE DECISIONS IN CILEGON. Multidisciplinary Indonesian Center Journal (MICJO), 2(2), 2376–2399. https://doi.org/10.62567/micjo.v2i2.1149

Alekam, J. M. E. (2016). The mediating effect of brand trust on the influence of communication, price, and product quality on consumer purchase behaviour in a less-developed country. Malaysian Management Journal, 20, 87–97.

Al-Emran, M., Al-Sharafi, M. A., Al-Kabi, M. N., & Shaalan, K. (Eds.). (2022). Proceedings of International Conference on Emerging Technologies and Intelligent Systems: ICETIS 2021 (Volume 1) (Vol. 299). Springer International Publishing. https://doi.org/10.1007/978-3-030-82616-1

Atmaja, N. P. C. D., Puspitawati, N. M. D., & Ribek, P. K. (2024). Examination of Dominant Factors Affecting The Decision To Purchase Personal Medical Devices. International Journal of Applied Science and Sustainable Development (IJASSD), 6(1), 60–68. https://doi.org/10.36733/ijassd.v6i1.9432

Bahfen, N., Wibowo, S. F., & Monoarfa, T. A. (2024). A Consumer Decision Analysis Using QRIS as a Digital Payment Tool. International Student Conference on Business, Education, Economics, Accounting, and Management (ISC-BEAM), 2(1), 100–114. http://103.8.12.212:33180/unj/index.php/isc-beam/article/view/46878

Chaerudin, S. M., & Syafarudin, A. (2021). The Effect Of Product Quality, Service Quality, Price On Product Purchasing Decisions On Consumer Satisfaction. Ilomata International Journal of Tax and Accounting, 2(1), 61–70. https://doi.org/10.52728/ijtc.v2i1.202

Cohen, S. (1988). Psychosocial models of the role of social support in the etiology of physical disease. Health Psychology, 7(3), 269–297. https://doi.org/10.1037/0278-6133.7.3.269

Danibrata, A. (2019). Enhancing Customer Loyalty Through Product Quality, Brand Commitment, And Brand Trust. South East Asia Journal of Contemporary Business, Economics and Law, 20(2), 2289–1560.

Elshifa, A., Rachmawati, A., Azkia, M., & Nuryakin, R. A. (2025). THE INFLUENCE OF EASE OF PAYMENT USING QRIS ON PURCHASING DECISIONS WITH BRAND TRUST AS A MODERATING VARIABLE. 09(01).

Erliyani, I. (2025). Pengaruh Kemudahan Pembayaran Menggunakan QRIS, Komunikasi Pemasaran, Digital Marketing Terhadap Keputusan Pembelian. JEMSI.

Fatimah, S., & Saputro, M. E. (2025). The Moderating Role of QRIS on the Effect of Price and Promotion toward UNNES Students’ Purchasing Decisions for MSME Products. Journal of Economic Education, 14(1), 61–69. https://doi.org/10.15294/jeec.v14i1.24221

Fuller, H. J. A., Lightner, N. J., Maddox, K. D., Shanawani, H., Bagian, T., & Hemphill, R. (2017). Purchasing for Safety: A Human Factors-Influenced Procedure for Evaluating Medical Products. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care, 6(1), 118–124. https://doi.org/10.1177/2327857917061027

Gendia, M., & Shamma, H. M. (2022). Examining the Factors Influencing Orthopedic Physician’s Decision to Purchase Medical Devices: Evidence from Kuwait. Medical Devices: Evidence and Research, Volume 15, 37–58. https://doi.org/10.2147/MDER.S343591

Ghaderi, F., Rajabzadeh Ghatari, A., & Radfar, R. (2023). Prioritization of Purchasing Criteria by Linear Best-Worst Multi-Criteria Decision-Making Method for Optimal Provision of Medical Supplies. Journal of Health and Biomedical Informatics, 9(4), 244–255. https://doi.org/10.34172/jhbmi.2023.04

Gümüş, R. (2022). Role of Marketing Mix Perception and Participation on Repurchase Intention of Health Consumers. Journal of Health Management, 24(4), 525–538. https://doi.org/10.1177/09720634221128395

Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203

Hair Jr, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.

Handayani, F., Elwisam, E., & Digdowiseiso, K. (2023). The Influence of Product Quality, Brand Image, and Brand Trust on Avoskin Serum Purchasing Decisions in National University Students. Jurnal Syntax Admiration, 4(1), 258–269.

Harmadi, A., & Nuryanto, G. (2025). DETERMINAN KEPUTUSAN PENGGUNA DENGAN MEDIASI VARIABEL KEPERCAYAAN: STUDI KASUS PENGGUNA QRIS DI KOTA BOGOR. Jurnal Pendidikan Ekonomi (JURKAMI), 10(1). http://jurnal.stkippersada.ac.id/jurnal/index.php/JPE/article/view/4059

Harun, A., & Paludi, S. (2025). A PRODUCT QUALITY, PRICE PERCEPTION, AND BRAND IMAGE ON PURCHASE DECISION. Journal of Management and Leadership, 8(1), 1–11. https://doi.org/10.47970/jml.v8i1.848

Hydari, M. A., Ali, M., & Dost, M. K. B. (2020). Impact of Accreditation, Services Quality, Green Standards and Product Superiority on Customer Loyalty: A Case of Healthcare Quality in Hospitals of Pakistan. Journal of Accounting and Finance in Emerging Economies, 6(1), 219–236. https://doi.org/10.26710/jafee.v6i1.1080

Jackson, S. A., Schoeni, J. L., Vegge, C., Pane, M., Stahl, B., Bradley, M., Goldman, V. S., Burguière, P., Atwater, J. B., & Sanders, M. E. (2019). Improving End-User Trust in the Quality of Commercial Probiotic Products. Frontiers in Microbiology, 10. https://doi.org/10.3389/fmicb.2019.00739

Kim, H., Hur, W.-M., & Yeo, J. (2015). Corporate Brand Trust as a Mediator in the Relationship between Consumer Perception of CSR, Corporate Hypocrisy, and Corporate Reputation. Sustainability, 7(4), 3683–3694. https://doi.org/10.3390/su7043683

Liedes, E., & Liimatainen, L. (2007). Philips Healthcare: The purchasing process and decision-making choice criteria in public healthcare.

Maharani, N. D., Puspaningrum, A., & Isharina, I. K. (2023a). The Effect of Perceived Product Quality and Brand Image on Purchase Decision with Trust As Mediation. Journal of Business and Management Review, 4(4), 254–269. https://doi.org/10.47153/jbmr44.6672023

Maharani, N. D., Puspaningrum, A., & Isharina, I. K. (2023b). The effect of perceived product quality and brand image on purchase decision with trust as mediation. Journal of Business and Management Review, 4(4), 254–269.

Mitchell, A. P., Trivedi, N. U., Gennarelli, R. L., Chimonas, S., Tabatabai, S. M., Goldberg, J., Diaz, L. A., & Korenstein, D. (2021). Are Financial Payments From the Pharmaceutical Industry Associated With Physician Prescribing?: A Systematic Review. Annals of Internal Medicine, 174(3), 353–361. https://doi.org/10.7326/M20-5665

Nababan, P. H. H. (2025). The Influence of M-Commerce Ubiquity and Web Design on Brand Trust M-Commerce Usage Behavior in QRIS Application Users Moderated by Product Reputation. Jurnal Economic Resource, 8(1), 95–106.

Nurkhasanah, L., & Santoso, A. (2020). Determinants of Masks Purchasing Decisions. Jurnal Studi Manajemen Dan Bisnis, 7(1), Inpress. https://doi.org/10.21107/jsmb.v7i1.7048

Ozdemir, S., Zhang, S., Gupta, S., & Bebek, G. (2020). The effects of trust and peer influence on corporate brand—Consumer relationships and consumer loyalty. Journal of Business Research, 117, 791–805. https://doi.org/10.1016/j.jbusres.2020.02.027

Pradipta, H. O. (2015). PENGARUH CITRA MEREK, PERIKLANAN TERHADAP MINAT BELI KONSUMEN THERMOMETER ONEMED DI SURABAYA. 4.

Pratiwi, D., Paramarta, V., Yuliaty, F., & Guterres, A. D. (2025). IMPACT OF E-COMMERCE, HEALTHCARE LOGISTICS, AND CONSUMER TRUST ON MEDICAL PRODUCT SALES | Multidiciplinary Output Research For Actual and International Issue (MORFAI). https://radjapublika.com/index.php/MORFAI/article/view/2478

Ringle, C. M., Wende, S., & Becker, J. M. (2024). SmartPLS 4. SmartPLS 4. https://www.smartpls.com

Rizkiani, F., Bachri, S., & Ponirin. (2024). THE EFFECT OF CONVENIENCE AND SECURITY OF USING QRIS PAYMENT METHODS ON PURCHASING DECISIONS WITH TRUST AS AN INTERVENING VARIABLE. TADULAKO INTERNATIONAL JOURNAL OF APPLIED MANAGEMENT, 6(2), 164–171. https://doi.org/10.59769/tajam.v6i2.138

Sulastri, R. E. (2023). The Influence of Product Quality and Promotion on Consumer Purchase Decisions. Almana : Jurnal Manajemen Dan Bisnis, 7(3), 604–612. https://doi.org/10.36555/almana.v7i3.2393

Talwar, S., Dhir, A., Khalil, A., Mohan, G., & Islam, A. K. M. N. (2020). Point of adoption and beyond. Initial trust and mobile-payment continuation intention. Journal of Retailing and Consumer Services, 55, 102086. https://doi.org/10.1016/j.jretconser.2020.102086

Vidyanata, D. (2022). STIMULUS-ORGANISM-RESPONSE (S-O-R) MODEL APPLICATION IN EXAMINING THE INFLUENCE OF SOCIAL MEDIA MARKETING ON PURCHASE DECISIONS IN THE HEALTHCARE INDUSTRY: THE MEDIATING ROLE OF BRAND TRUST. Jurnal Aplikasi Manajemen, 20(3), 651–667. https://doi.org/10.21776/ub.jam.2022.020.03.14

Vincentia, V. M. (2025). Influence of Brand Awareness, Social Media Marketing, WOM on Onemed Purchase Decisions. Al Qalam: Jurnal Ilmiah Keagamaan Dan Kemasyarakatan, 19(2), 755. https://doi.org/10.35931/aq.v19i2.4796

Wijaya, A. P., & Annisa, I. T. (2020). The influence of brand image, brand trust and product packaging information on purchasing decisions. Jurnal Analisis Bisnis Ekonomi, 18(1), 24–35.

Wulandari, A. (2016). PENGARUH HARGA, PROMOSI, DAN KUALITAS TERHADAP KEPUTUSAN PEMBELIAN PRODUK ALKOHOL ONE MED DI JAKARTA. JEBI| Jurnal Ekonomi Bisnis Indonesia, 11(1), 16–28.

Yosepha, S. Y. (2025). Determination of Promotion and Brand Image on Purchasing Decisions Through Trust. Dinasti International Journal of Economics, Finance & Accounting (DIJEFA), 5(6). https://search.ebscohost.com/login.aspx?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=27213021&AN=183309245&h=53NC31vINh3w0aSO5ZvRj6H72mwi2OU2E60qOl%2FiFM%2FZAsQxh1T7zK9e4Vb8NF5C06%2FfThkBrFlESFZ1D8DMfA%3D%3D&crl=c

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

21-01-2026

How to Cite

Asmi, N. (2026). Purchase Decision Drivers in Digital Transactions: The Role of QRIS, Product Quality, and Brand Trust. Proceeding Economy of Asia International Conference, 2025(1), 1053–1069. Retrieved from https://conference.asia.ac.id/index.php/ecosia/article/view/170

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