Analysis of Factors Influencing The Use of QRIS Through Mobile Banking in Jakarta and Tangerang

Johnson Husin, Serafine Cordelia, Vivaldi Darren Christophilus, Natalia Limantara
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Abstract

The growth of Indonesia’s payment via mobile phones has increased lately. In 2019, QRIS was launched by Bank Indonesia and it has been used to make payments using every application that utilizes the QRIS system. By the year of 2025, Bank Indonesia expects to focus on digital finance, including banking digitalization. However, the number of QRIS transactions are still less than other payment methods. Therefore, in order to better understand users’ acceptance of QRIS as a payment method through mobile banking applications, this research is conducted. This study uses the TAM (Technology Acceptance Model) with other independent variables using a quantitative method by distributing questionnaires to people that uses QRIS on mobile banking applications in Jakarta and Tangerang with 355 respondents. The data was examined using the Partial Least Square (PLS) approach of the Structural Equation Model (SEM) using the analytical tool SMART PLS. The findings in this study show that perceived compatibility affects both perceived usefulness and perceived ease of use. Effort expectancy affects perceived ease of use, all three factors of perceived security, perceived usefulness, and perceived ease of use affects attitude toward using, and attitude toward using affects behavioral intention to use. However, social influence does not affect both perceived usefulness and perceived ease of use. The result of this study may give the QRIS payment system room for improvements to be more impactful in their users’ daily lives therefore they are able to influence other people to use QRIS as a payment system.
雅加达和橘子市手机银行使用QRIS的影响因素分析
最近,印尼的手机支付增长迅速。2019年,印尼银行推出了QRIS,并已用于使用QRIS系统的每个应用程序进行支付。到2025年,印尼银行预计将重点关注数字金融,包括银行数字化。然而,QRIS交易的数量仍然少于其他支付方式。因此,为了更好地了解用户通过手机银行应用程序对QRIS作为一种支付方式的接受程度,进行了本研究。本研究使用TAM(技术接受模型)和其他自变量,使用定量方法,通过向雅加达和Tangerang的355名受访者分发调查问卷,在移动银行应用程序上使用QRIS。使用分析工具SMART PLS对结构方程模型(SEM)的偏最小二乘(PLS)方法进行了数据检验。本研究的结果表明,感知兼容性影响感知有用性和感知易用性。努力期望影响感知易用性,感知安全性、感知有用性和感知易用性三个因素均影响使用态度,使用态度影响行为使用意向。然而,社会影响并不影响感知有用性和感知易用性。本研究的结果可能会给QRIS支付系统的改进空间,使其在用户的日常生活中更有影响力,因此他们能够影响其他人使用QRIS作为支付系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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