Factors influencing intentions to use QRIS: A two-staged PLS-SEM and ANN approach

This study investigates the factors influencing users' intention to utilise Indonesia's Quick Response Code Indonesian Standard (QRIS). It employed a questionnaire survey with 996 QRIS users in Indonesia as respondents, with response rate 95. 95 %. This study analysed the data using the st...

Full description

Bibliographic Details
Published in:	Telematics and Informatics Reports
Main Authors:	Rizka Ramayanti, Zubir Azhar, Nik Hadian Nik Azman
Format:	Article
Language:	English
Published:	Elsevier 2025-03-01
Subjects:	QRIS Artificial neural network PLS-SEM IPMA
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772503024000719

Similar Items

MODIFICATION OF TAM MODEL TO ANALYZE CONSUMER BEHAVIOR IN USING QRIS
by: Fuad Hasyim, et al.
Published: (2024-01-01)

Exploratory analysis of the determinants of informality in emerging and frontier economies: an institutional approach via PLS-SEM
by: Ricardo E. Buitrago R., et al.
Published: (2024-12-01)

An Analysıs of QRIS Usage Behavıor Usıng UTAUT Approach
by: Liana Ciptowati, et al.
Published: (2024-08-01)

Enhancing PLS-SEM-Enabled Research with ANN and IPMA: Research Study of Enterprise Resource Planning (ERP) Systems’ Acceptance Based on the Technology Acceptance Model (TAM)
by: Simona Sternad Zabukovšek, et al.
Published: (2022-04-01)

From traits to triumph: Exploring the impact of job embeddedness in linking the big five personality traits to career satisfaction among IT sector employees - A combined use of cIPMA and PLS-SEM
by: Kashish Sonker, et al.
Published: (2025-10-01)

Technology Acceptance Model, Halal MSMEs Intention in Using QRIS
by: Riyan Pradesyah, et al.
Published: (2024-01-01)

Evaluating Digital Readiness and Teachers’ Perceptions of a Digital Based Performance Appraisal System in Secondary Schools
by: Heru Karuniawan, et al.
Published: (2025-09-01)

PLS-SEM STATISTICAL PROGRAMS: A REVIEW
by: Mumtaz Ali Memon, et al.
Published: (2021-01-01)

CB-SEM vs PLS-SEM comparison in estimating the predictors of investment intention
by: Marija Vuković
Published: (2024-01-01)

Strategic mix priorities as drivers of agripreneurial performance
by: K Raman, et al.
Published: (2025-08-01)

Analyzing Influence Factors of Consumers Switching Intentions from Cash Payments to Quick Response Code Indonesian Standard (QRIS) Digital Payments
by: Ahmad Alim Bachri, et al.
Published: (2025-04-01)

Editorial: PLS-SEM USING R: AN INTRODUCTION TO cSEM AND SEMinR
by: Francis Chuah, et al.
Published: (2021-07-01)

QRIS Cross-Border: Indonesia’s Soft Power Diplomacy Instrument in Payment Digitalization in Southeast Asia
by: Julang Aryowiloto, et al.
Published: (2024-12-01)

ESTIMATING MODERATING EFFECTS IN PLS-SEM AND PLSc-SEM: INTERACTION TERM GENERATION*DATA TREATMENT
by: Jan-Michael Becker, et al.
Published: (2018-06-01)

The Influence of Muzaki's Trust on the Use of QRIS as an Instant Zakat Payment Tool at Baznas of North Sumatera Province
by: Ningsih Ningsih, et al.
Published: (2025-07-01)

Perlindungan Konsumen Terhadap Transaksi Pembayaran Tertunda Melalui Quick Response Code Indonesian Standard (QRIS)
by: I Komang Krisma Bima Traa, et al.
Published: (2023-11-01)

A PLS-SEM Neural Network Approach for Understanding Cryptocurrency Adoption
by: Osama Sohaib, et al.
Published: (2020-01-01)

Indonesia’s Efforts in Supporting ASEAN Digital Economy by Expanding the Use of QRIS in Southeast Asia
by: Azhar Rifdahita Maitsa, et al.
Published: (2024-01-01)

Preferences for Using the Quick Response Code Indonesia Standard (QRIS) Payment Method for Accounting Education Students at Universitas Muhammadiyah Surakarta
by: Aprilia Ayu Lestari, et al.
Published: (2024-12-01)

An extensive comparison of CB-SEM and PLS-SEM for reliability and validity
by: Asyraf Afthanorhan, et al.
Published: (2020-10-01)

Analysis of the Implementation of Cashless Payment System Using Quick Response Code Indonesian Standard (QRIS) at the Cafeterias of UIN Raden Intan Lampung
by: Alvin Destian Ronaldi, et al.
Published: (2023-06-01)

Marketing Mix Modeling Using PLS-SEM, Bootstrapping the Model Coefficients
by: Mariano Méndez-Suárez
Published: (2021-08-01)

Modelling STEM students’ intention to learn artificial intelligence (AI) in Ghana: a PLS-SEM and fsQCA approach
by: Might Kojo Abreh, et al.
Published: (2025-08-01)

IoT and QRIS Payment System Integration in Entrepreneurship Lockers to Improve Culinary Business in Schools
by: Andre Kurniawan Pamudji, et al.
Published: (2023-03-01)

MENGUNGKAP TREN PEMBAYARAN QRIS TERPOPULER DAN DINAMIKA PERILAKU PENGGUNA DI SALAH SATU PTN VOKASI BANDUNG
by: Joy Tessyaloni Rosliana, et al.
Published: (2025-01-01)

DETERMINANTS MODELING OF UNDERNUTRITION IN TODDLERS IN ACEH PROVINCE: A PLS-SEM APPROACH
by: Ninda Nailis Surayya, et al.
Published: (2024-07-01)

COMPLEX ADAPTIVE BEHAVIOR OF INVESTORS TO MARKET DYNAMICS: A PLS-SEM ANALYSIS
by: Ahmed El Oubani
Published: (2023-06-01)

Social Capital and Economic Development: PLS-SEM Model
by: Mateusz Borkowski
Published: (2023-06-01)

MSMEs in Digital Transformation: Determinants of QRIS E-Payment Acceptance
by: Farah Fauziah, et al.
Published: (2025-06-01)

Implications of Artificial Intelligence on Organizational Agility: A PLS-SEM and PLS-POS Approach
by: Simona Cătălina Ștefan, et al.
Published: (2024-05-01)

A Hybrid Model with Spherical Fuzzy-AHP, PLS-SEM and ANN to Predict Vaccination Intention against COVID-19
by: Phi-Hung Nguyen, et al.
Published: (2021-11-01)

Pengaruh Penggunaan Quick Response Code Indonesian Standard (QRIS) Oleh UMKM Terhadap Pendapatan Usaha
by: Fahrudin Fahrudin, et al.
Published: (2023-06-01)

SHOULD BOOTSTRAPPING BE USED IN PLS-SEM? TOWARD STABLE P-VALUE CALCULATION METHODS
by: Ned Kock
Published: (2018-01-01)

THE IMPACT OF ONLINE SALES AND QRIS ON UMKM INCOME WITH FINANCIAL LITERACY AS A MEDIATING VARIABLE: A STUDY OF CULINARY UMKMS IN MALANG CITY
by: Muhammad Aunul Mubarok, et al.
Published: (2025-07-01)

SEM-PLS Approach to Green Building
by: Nasim Aghili, et al.
Published: (2021-06-01)

Analysis of Push Pull Mooring Factors on Switching Intention in the Use of QRIS among MSMEs in Bantul Regency
by: Firda Sa'baniyah, et al.
Published: (2025-01-01)

The Impact of QRIS Convenience on Non-Cash Transaction Satisfaction: The Role of Usage as an Intervening Factor
by: Nor Salim Tricahyono, et al.
Published: (2024-03-01)

The Effects of Servitization, Digitalization, and Digital Learning Orientation on Sustainable Performance: A Hybrid PLS-SEM-ANN Model
by: Xiaoxia Wu, et al.
Published: (2025-01-01)

Push-Pull-Mooring Model on Switching Intention of Using BSI Debit Card To Qris Byond BSI Gen-Z Ponorogo
by: Fitri Nur Uswatun Khasanah, et al.
Published: (2025-07-01)

Fundraising Strategy of Zakat, Infaq, and Sadaqa Funds of BAZNAS Banyumas Regency through QRIS Non-Cash Payment System
by: Devi Fitriani, et al.
Published: (2024-04-01)