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"Mobile banking merupakan sistem layanan dari lembaga keuangan untuk melakukan sejumlah transaksi keuangan diakses langsung melalui perangkat mobile seperti telepon seluler. Penelitian ini bertujuan untuk menguji variabel task fit, monetary value, connectivity, personal innovativeness, absorptive capacity, perceived usefulness, danperceived ease of use terhadap reusage intention mobile banking BRI. Desain penelitian yang dilakukan adalah konklusif deskriptif dengan metode cross-sectional dan diolah dengan teknik analisis Structural Equation Modelling (SEM). Responden yang diteliti adalah sebanyak 140 orang yang memiliki kriteria sebagai nasabah bank BRI yang selama6 bulan terakhir aktif melakukan transaksi keuangan melalui bank BRI, mengakses mobile banking BRI 3 kali dalam seminggu, berdomisili di Jabodetabek dan berusia 18 58 tahun dengan menggunakan metode pengambilan sampel purposive sampling dan snowball sampling. Hasil penelitian menunjukkan bahwa variabel monetary value, connectivity,personal innovativeness, perceived usefulness dan perceived ease of use berpengaruh terhadap variabel reusage intention mobile banking BRI. Namun variabel absorptive capacity tidak berpengaruh pada variabel reusage intention dan variabel task fit tidak berpengaruh pada variabel perceived usefulness.Mobile banking is a service system from a financial institution such as a bank to conduct a number of financial transactions that can be accessed directly by users through mobile devices such as cellular phones. The purpose of this research is to verify whether the 7variables; task fit, monetary value, connectivity, personal innovativeness, absorptive capacity, perceived usefulness, and perceived ease of use have impact toward reusage intention of BRI mobile banking. The conclusive-descriptive research with cross-sectional method is using anlysis technique of Stuctural Equation Modelling (SEM). The collected 140 respondents was selected by purposive sampling and snowball sampling method and the criteria of the respondent are the respondent as the customer of the BRI bank thatactively using BRI mobile banking for 6 month, using BRI mobile banking at least 3 times a week, living in Jabodetabek city, and the respondent age between 18 58 years old . The result showed that monetary value, connectivity, personal innovativeness, perceivedusefulness and perceived ease of use have impact toward reusage intention of BRI mobile banking. However, task fit surprisingly did not affect perceived usefulness as we expected and absorptive capacity also have insignificant relationship with reusage intention toward BRI mobile banking."

"Ketatnya persaingan dalam industri perbankan, termasuk dalam inovasi teknologi seperti mobile banking, membuat para penyedia layanan keuangan harus mampu bertahan. Salah satu cara untuk dapat bertahan dalam industri yang kompetitif ini adalah dengan mempertahankan pengguna yang sudah ada. Penelitian ini bertujuan untuk mengetahui faktor determinan dari kelanjutan penggunaan layanan mobile banking oleh pengguna layanan mobile banking. Terdapat delapan variabel teramati yang digunakan dalam penelitian ini, yaitu relative advantage, system quality, information quality, service quality, satisfaction, post-use trust, attitudinal loyalty, dan continuous usage intention. Penelitian ini menggunakan desain penelitian conclusive descriptive cross sectional dengan teknik pengambilan sampel non-probability judgemental sampling. Responden merupakan pengguna layanan mobile banking minimal dalam satu tahun terakhir dan merupakan pengguna aktif. Data kuesioner dari 221 responden yang berhasil dikumpulkan kemudian diolah menggunakan SmartPLS 3.6 untuk menguji besarnya signifikansi positif. Dari 13 hipotesis yang dikembangkan, terdapat sepuluh hipotesis yang dapat diterima. Temuan yang tidak terduga adalah information quality tidak berpengaruh secara signifikan pada post-use trust pengguna, serta relative advantage dan attitudinal loyalty yang tidak berpengaruh secara signifikan pada continuous usage intention pengguna.

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High competition in the banking industry, including in technological innovations such as mobile banking, has made financial service provider sustainable. One way to survive in this competitive industry is to retain existing users. This study aims to examine the determinant factor of the continuous usage intention of mobile banking services by users. There are eight observed variables used in this research, which are relative advantage, system quality, information quality, service quality, satisfaction, post use trust, attitudinal loyalty, and continuous usage intention.

This study used a conclusive descriptive cross sectional research design with non probability judgmental sampling technique. Respondents are users of mobile banking services at least in the past year and are active users. Questionnaire data from 221 respondents then processed using SmartPLS 3.6 to test the significance levels.

Out of 13 hypotheses, ten hypotheses were supported. Unexpected findings are that information quality did not significantly affect the user 39 s post use trust, as well as relative advantage and attitudinal loyalty that are did not significantly affect the continuous usage of user intention."

"Perkembangan teknologi mengakibatkan munculnya satu tren terbaru dalam dunia perbankan, yakni digital banking. Salah satu model pemanfaatan digital banking adalah dengan menggunakan channel mobile, atau dikenal dengan mobile banking. Definisi mobile banking pada penelitian ini adalah layanan atau aplikasi perbankan berbasis perangkat mobile untuk menjalankan berbagai transaksi finansial. Saat ini, mobile banking telah banyak ditawarkan oleh perbankan di Indonesia sebagai salah satu layanan perbankan mereka. Penelitian ini bertujuan untuk meneliti faktor-faktor yang memengaruhi nasabah perbankan Indonesia dalam menerima layanan mobile banking. Model penelitian dirancang dengan menggunakan beberapa teori penerimaan, yakni Technology Acceptance Model TAM, Unified Theory of Acceptance and Use of Technology UTAUT, Internet Banking Usage Model IBUM dan DeLone and McLean Information System Success Model, serta beberapa penelitian sebelumnya yang relevan. Metode pengolahan data dilakukan dengan pendekatan Structural Equation Modeling SEM menggunakan bantuan perangkat lunak AMOS v22 sebagai. Proses pengumpulan data memperoleh responden penelitian sebanyak 441 responden, dimana data yang valid sebanyak 440 data. Berdasarkan hasil pengolahan dan analisis data, terdapat empat faktor yang secara memengaruhi niat untuk menggunakan mobile banking. Keempat faktor tersebut adalah perceived risk, compatibility, perceived usefulness dan service quality.

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The development of technology resulting in a new trend in the banking industry, digital banking. One way to utilize digital banking is by using the mobile channel, known as mobile banking. The definition of mobile banking in this research is a mobile based banking application or service that enable any financial transaction through it. Nowadays, a lot of Indonesian bank already provide mobile banking as one of their banking service.

This research purpose is to analyse the factors that influencing Indonesian banking customer to accept mobile banking service. Research model are built from several acceptance theories, the theories are Technology Acceptance Model TAM, Unified Theory of Acceptance and Use of Technology UTAUT, Internet Banking Usage Model IBUM dan DeLone and McLean Information System Success Model, also by adding the past relevant researchs.

The data processing method are conducted by using Structural Equation Modeling approach with AMOS v22 software as its tool. The data collecting process successfully collected data from 441 respondents, with the total of valid data are 400 datas. According to the result of data processing and analysis, there are four factors that influence the intention to use. The factors are perceived risk, compatibility, perceived usefulness and service quality."

"Dengan kemajuan Teknologi Informasi dan Komunikasi serta munculnya layanan 3G dan 4G oleh perusahaan telekomunikasi, teknologi seluler telah menjadi bagian integral dari kehidupan sehari-hari. Layanan seluler telah diperkenalkan di berbagai sektor termasuk pemerintah, perbankan, healthcare, dan perdagangan. Bank Mandiri, sebagai salah satu entitas penyedia jasa keuangan di Indonesia, memiliki produk layanan keuangan mobile banking dengan nama mandiri online. Penelitian ini menggunakan 115 sampel responden dan bertujuan untuk menganalisa pengaruh perceived trust, perceived ease of use, perceived, perceived usefulness, autonomous motivation dan controlled motivation terhada behavioral intention nasabah dalam menggunakan mobile banking. Sampel penelitian ini adalah pengguna jasa keuangan Bank Mandiri selama 6 enam bulan terakhir. Data diolah dengan menggunakan analisis regresi berganda. Hasil penelitian menunjukkan perceived trust, perceived usefulness dan controlled motivation tidak berpengaruh signifikan terhadap behavioral intention. Di sisi lain, perceived ease of use dan autonomous motivation memiliki pengaruh signifikan dan positif terhadap behavioral intention.

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With the advancement of Information and Communication Technology and the emergence of 3G and 4G services by telecom companies, mobile technology has become an integral part of our day to day life. Mobile services have been introduced in many different sectors including government, banking, healthcare, and commerce. Bank Mandiri, as one of financial service intitution in Indonesia, has lauched the product of mobile banking ldquo mandiri online rdquo.

This study user 115 sample respondent and aims to analyze determinants of behavioral intention such to use mobile banking such as perceived trust, perceived ease of use, perceived usefulness, autonomous motivation and controlled motivation. Data for this research were collected from Bank Mandiri consumers, specifically those who used mobile banking services in the last 6 six months. They were then analyzed using Multiple Linier Regression.

The result of this research shows that perceived trust, perceived usefulness adan controlled motivation does not have significant effect on behavioral intention. Meanwhile, perceived ease of use and autonomous motivation has significant and positive effect on behavioral intention."

"Pesatnya perkembangan penggunaan layanan mobile banking (m-banking) tidak hanya mempermudah berbagai aktivitas transaksi, namun juga memicu peningkatan jumlah kasus serangan keamanan dan pencurian data. Pelaku serangan keamanan memanfaatkan informasi pribadi orang lain untuk melakukan serangan rekayasa sosial (social engineering) dan mencuri data atau uang yang terdapat pada sistem m-banking korban. Penelitian ini bertujuan untuk mempelajari faktor individu yang memengaruhi information security awareness (ISA) dan bagaimana tingkat ISA tersebut akan memengaruhi intensi dalam menolak serangan social engineering. Penelitian ini menguraikan faktor individu menjadi faktor internal dan faktor eksternal. Kemudian, penelitian ini juga menggunakan theory of planned behaviour (TPB) sebagai teori psikologi yang digunakan untuk memprediksi dan menjelaskan perilaku manusia. Penelitian ini dilakukan dengan metode mix-method yang terdiri dari tiga fase penelitian. Pada fase pertama, dilakukan wawancara terbuka terhadap 18 pengguna m-banking dan analisis tematik untuk pembentukan model. Selanjutnya, fase kedua memvalidasi model penelitian secara empiris dengan menganalisis data survei dari 653 pengguna aplikasi m- banking. Data survei dianalisis dengan menggunakan Covariance-based Structural Equation Model (CB-SEM) dengan bantuan program AMOS 26. Kemudian, pada fase ketiga dilakukan validasi hasil fase kedua untuk mendukung dan memperluas analisis hasil temuan. Hasil penelitian ini menunjukkan bahwa trust, self-cognitive, information security culture, dan security education, training, and awareness (SETA) Programs berpengaruh positif terhadap ISA. ISA berpengaruh positif terhadap ketiga komponen TPB (attitude, self-efficacy, normative beliefs). Dari ketiga komponen tersebut, didapati bahwa komponen self-efficacy berpengaruh signifikan dan positif terhadap intensi pengguna m-banking untuk menghindari serangan social engineering. Hasil penelitian ini diharapkan memberikan berkontribusi bagi pengguna m-banking dalam meningkatkan kesadaran keamanan informasi dan juga bagi industri perbankan dalam meningkatkan kualitas layanan dan keamanan m-banking.

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The rapid development of mobile banking (m-banking) not only facilitates various transaction activities, but also triggers an increase in the number of cases of security attacks and data theft. Perpetrators of security attacks utilize other people's personal information to conduct social engineering attacks and steal data or money contained in the victim's m-banking system. This research aims to study the individual factors that influence information security awareness (ISA) and how this will affect the intention to resist social engineering attacks. This research decomposes individual factors into internal factors and external factors. Then, this research also uses the theory of planned behavior (TPB) as a psychological theory used to predict and explain human behavior. This research was conducted using a mix-method research design consisting of three research phases. In the first phase, open-ended interviews with 18 m-banking users and thematic analysis for model building were conducted. Further, the second phase validated the research model empirically by analyzing survey data from 653 m-banking users. The survey data was analyzed using Covariance-based Structural Equation Model (CB-SEM) with the help of AMOS 26 program. Then, in the third phase, the results of the second phase were validated to support and expand the analysis of the findings. The results of this study indicate that trust, self-cognitive, information security culture, and security education, training, and awareness (SETA) programs have a positive effect on ISA. ISA has a positive effect on the three TPB components (attitude, self-efficacy, normative beliefs). Of the three components, it is found that the self-efficacy component has a significant and positive effect on the intention of m-banking users to avoid social engineering attacks. The results of this study are expected to contribute to m-banking users in increasing information security awareness and also for the banking industry in improving service quality and m-banking security."

"Penelitian ini bertujuan untuk menganalisis pengaruh faktor-faktor yang terkait dengan penerimaan dan penggunaan teknologi terhadap behavioural intention dan use behaviour layanan mobile banking. Pada penelitian ini digunakan modifikasi dari Theory of Acceptance and Use of Technology (meta-UTAUT) dengan variabel utama berupa performance expectancy, effort expectancy, social influence, facilitating conditions dan attitude, serta memasukkan variabel personal innovativeness, anxiety, trust, dan grievance redressal, dan juga menambahkan perceived risk sebagai faktor eksternal.Metode sampling yang digunakan adalah convenience sampling dari pendekatan nonprobability sampling dengan survei yang dilakukan melalui penyebaran kuesioner terhadap 258 responden, yang merupakan nasabah bank, memiliki aplikasi mobile banking pada smartphone, dan sudah biasa menggunakan aplikasi tersebut. Pengolahan data menggunakan Structural Equation Modelling (SEM) dengan melakukan tahapan pengukuran dan pengujian hipotesis yang diajukan. Berdasarkan hasil analisis ditemukan bahwa performance expectancy memiliki pengaruh positif pada use behaviour dan pada pembentukan sikap pengguna bersama-sama dengan trust. Social influence, facilitating conditions, dan attitude terbukti memiliki pengaruh positif secara signifikan padabehavioural intention. Dari hasil penelitian dapat disimpulkan bahwa niat perilaku dan perilaku penggunaan terkait layanan mobile banking dapat dipengaruhi oleh faktor-faktor yang terkait dengan pengaruh sosial, kondisi internal dan kebutuhan pengguna, serta sangat didukung oleh ekspektasi kinerja dan kondisi yang memfasilitasi layanan mobilebanking.

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This study aims to analyse the influence of factors related to the acceptance and use of

technology on the behavioural intention and use behaviour of mobile banking services.

This study used a modification of the Theory of Acceptance and Use of Technology

(meta-UTAUT) with the main variables in the form of performance expectancy, effort

expectancy, social influence, facilitating conditions and attitude, as well as including

personal innovativeness, anxiety, trust, and grievance redressal variables, and also added

perceived risk as an external factor. The sampling method used was convenience

sampling from a non-probability sampling approach with a survey conducted by

distributing questionnaires to 258 respondents, who are bank customers, have a mobile

banking application on their smartphone, and are used to using the application. Processing

of data using Structural Equation Modeling (SEM) by measuring and testing the proposed

hypothesis. Based on the results of the analysis, it was found that performance expectancy

has a positive influence on use behaviour and on the formation of user attitude together

with trust. Social influence, facilitating conditions, and attitude are proven to have a

significant positive effect on behavioural intention. From the results of the study, it can

be concluded that behavioural intentions and use behaviour related to mobile banking

services can be influenced by factors related to social influences, internal conditions and

user needs, and are strongly supported by performance expectations and conditions that

facilitate mobile banking services."

"Penelitian ini bertujuan untuk menganalisis faktor perspektif individu di Indonesia untuk mengadopsi aplikasi mobile banking. Model dibangun dengan mengadopsi teori model E-Government Adoption Model dan Customer Relationship Management. Penelitian ini menggunakan pendekatan kuantitatif dengan kuesioner online yang melibatkan 444 responden pengguna aplikasi mobile banking di Indonesia. Pengolahan data dilakukan menggunakan Covariance-Based Structural Equation Modeling dengan aplikasi IBM AMOS versi 26. Hasil penelitian menunjukkan faktor Health Consciousness, Availability of Resources, Personal Innovativeness dan Perceived Information Quality memengaruhi adopsi aplikasi mobile banking di tahap statis. Selain itu, ditemukan suatu tahapan dapat memengaruhi secara positif tahapan lainnya dalam mengadopsi aplikasi mobile banking. Penemuan penelitian diharapkan dapat membantu tim pengembang aplikasi untuk mempertimbangkan pengembangan fitur yang mendukung setiap tahapan penggunaan. Selain itu, dapat mendorong regulator mempersiapkan peraturan yang mendukung pengembangan.

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Purpose: This study aims to analyze the individual perspective factors in Indonesia to adopt mobile banking (m-banking) applications. The model was built by adopting the theory of the e-government adoption model and customer relationship management. Design/methodology/approach: This study uses a quantitative approach with an online questionnaire involving 444 respondents who use m-banking applications in Indonesia. Data are processed using covariance-based structural equation modeling. Findings: The results showed that health consciousness, availability of resources, personal innovativeness and perceived information quality factors influenced the adoption of mobile banking applications in the static stage. In addition, this study found that one adoption stage could positively impact another adoption stage in adopting mbanking applications. Research limitations/implications: The research findings are expected to help the mbanking application development team consider developing features that support each adoption stage. Originality/value: This study fills in the gap to analyse the individual perspective of behavior, culture, and organization to adopt m-banking applications in three stages, namely, static, interaction and transaction stages."

"Penelitian ini bertujuan untuk menganalisis faktor perspektif individu di Indonesia untuk mengadopsi aplikasi mobile banking. Model dibangun dengan mengadopsi teori model E-Government Adoption Model dan Customer Relationship Management. Penelitian dilakukan menggunakan pendekatan kuantitatif didukung oleh kuesioner penelitian yang disusun dengan indikator untuk setiap faktor yang terlibat dalam skala likert dan dilengkapi dengan pertanyaan seputar demografi. Survei dilakukan kepada 444 responden pengguna aplikasi mobile banking di Indonesia. Pengolahan data dilakukan menggunakan Covariance-Based Structural Equation Modeling dengan aplikasi IBM® SPSS® AMOS versi 26. Hasil penelitian menunjukkan faktor Health Consciousness, Availability of Resources, Personal Innovativeness dan Perceived Information Quality memengaruhi adopsi aplikasi mobile banking di tahap statis. Selain itu, ditemukan suatu tahapan dapat memengaruhi secara positif tahapan lainnya dalam mengadopsi aplikasi mobile banking. Penemuan penelitian diharapkan dapat membantu tim pengembang aplikasi untuk mempertimbangkan pengembangan fitur yang mendukung setiap tahapan penggunaan. Selain itu, dapat mendorong regulator mempersiapkan peraturan yang mendukung pengembangan.

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This study aims to analyze the individual perspective factors in Indonesia to adopt mobile banking applications. The model is built by adopting the E-Government Adoption Model and Customer Relationship Management Model. The research was conducted using a quantitative approach supported with a research questionnaire which consists of indicators for each factor involved in a likert scale and supplemented with demographic questions. The survey was conducted on 444 respondents who use mobile banking applications in Indonesia. Data processing was carried out with Covariance-Based Structural Equation Modeling method using IBM® SPSS® AMOS versi 26. The results show that the factors of Health Consciousness, Availability of Resources, Personal Innovativeness and Perceived Information Quality influenced the adoption of mobile banking adoption at static stage. In addition, it was found that one stage could positively influence other stage in adopting mobile banking applications. The research findings are expected to help the application development team to consider developing features that support each stage of usage. Furthermore, it can encourage regulators to prepare regulations that support development."

"Branchless banking adalah layanan sistem perbankan terbatas yang dilakukan tidak melalui fisik kantor bank, tetapi dengan menggunakan sarana teknologi dan jasa pihak ketiga atau agen. Penelitian ini bertujuan untuk menguji apakah variabel task fit, monetary value, connectivity, personal innovativeness, absorptive capacity, perceived usefulness, dan perceived ease of use berpengaruh positif terhadap usage intention Mandiri E-cash. Desain penelitian yang dilakukan adalah konklusif deskriptif dengan metode cross-sectional dan diolah dengan teknik analisis Structural Equation Modelling (SEM). Responden yang diteliti adalah sebanyak 150 orang dengan menggunakan metode pengambilan sampel convenience sampling dan snowball sampling. Hasil penelitian menunjukkan bahwa variabel task fit, connectivity, personal innovativeness, absorptive capacity, dan perceived ease of use berpengaruh positif terhadap usage intention. Namun, variabel monetary value berpengaruh negatif dan perceived usefulness tidak berpengaruh terhadap minat untuk menggunakan Mandiri E-cash.

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Branchless banking is simply employing technology or agent to deliver financial services for the population without the need of conventional bank branches. The purpose of this research is to verify whether the 7 variables; task fit, monetary value, connectivity, personal innovativeness, absorptive capacity, perceived usefulness, perceived ease of use have positive impact toward usage intention of Mandiri E-cash. The conclusive-descriptive research with cross-sectional method is using analysis technique of Structural Equation Modelling (SEM). The collected 150 respondets was selected by convenience sampling and snowball sampling method. The result showed that task fit, connectivity, personal innovativeness, absorptive capacity and perceived ease of use have positive impact. However, monetary value is the opposite by giving negative impact and perceived usefulness has no impact toward usage intention of Mandiri E-cash."

"Pada saat pandemi Covid-19, hampir seluruh layanan terutama layanan perbankan mulai beralih ke layanan secara digital seperti layanan QRIS. Penelitian ini bertujuan untuk menganalisis pengaruh behavioral intention yang terkait dengan penerimaan dan penggunaan teknologi terhadap behavioural intention dan use behaviour QRIS layanan mobile banking. Pada penelitian ini digunakan modifikasi dari Theory of Acceptance and Use of Technology (meta-UTAUT) dengan variabel utama berupa Hedonic Motivation, Performance Expectancy, Social Influence, Trust, Attitude, Facilitating Condition, Habit, dan Behavioral Intention. Metode sampling yang digunakan adalah convenience sampling dari pendekatan non-probability sampling dengan survei yang dilakukan melalui penyebaran kuesioner kepada nasabah bank generasi milenial. Pengolahan data menggunakan Structural Equation Modelling (SEM) dengan melakukan tahapan pengukuran dan pengujian hipotesis yang diajukan. Berdasarkan hasil analisis ditemukan bahwa performance expectancy, social influence dan attitude terbukti memiliki pengaruh positif yang signifikan terhadap niat berperilaku. Facilitating condition dan habit memiliki pengaruh positif yang signifikan terhadap perilaku penggunaan. Dari hasil penelitian dapat disimpulkan bahwa use behavior dan perilaku penggunaan terkait QRIS pada layanan mobile banking dapat dipengaruhi oleh faktor-faktor yang berkaitan dengan social influence, dan kebutuhan pengguna, serta sangat didukung oleh performance expectancy dan kondisi yang memfasilitasi QRIS dalam layanan mobile banking. Studi ini berkontribusi pada literatur dengan mengidentifikasi niat perilaku untuk berkontribusi dalam pengembangan QRIS di mobile banking di Indonesia.

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During the COVID-19 pandemic, banking services began to switch to digital services such as Quick Response Code Indonesia Standard (QRIS) services. This study analyzes the impact of behavioral intentions related to technology acceptance and use on QRIS mobile banking service usage behavior. This study employed a modified version of the Technology Acceptance and Use Theory (meta-UTAUT), where the main variables were hedonic motivation, achievement expectations, social influence, trust, attitudes, support status, habits, and behavioral intentions. This study applied convenience sampling from the non-probability sampling approach with data collected online from bank customers in Indonesia. Data processing uses Structural Equation Modelling (SEM) by carrying out the stages of measuring and testing the proposed hypotheses. Based on the analysis, it was found that performance expectancy, social influence, and attitude proved to have a significant positive influence on behavioral intention. Facilitating conditions have a significant positive effect on use behavior. From the results of the study, it can be concluded that behavioral intentions and usage behavior related to QRIS in mobile banking services can be influenced by factors related to social influence, and user needs, and are strongly supported by performance expectations and conditions that facilitate QRIS in mobile banking services. This study contributes to the literature by identifying the behavioral intention to contribute to the development of QRIS in mobile banking in Indonesia."