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Abstrak :
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. ......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.

Abstrak :
ABSTRAK
Penelitian ini menguji pengaruh perceived security dan perceived privacy terhadap trust dan mempengaruhi perilaku continuous intentions penggunaan aplikasi mobile banking bagi nasabah PT. Bank Negara Indonesia, Tbk di kota Depok. Variabel yang akan diuji pada penelitian ini ada variabel perceived security dan, perceived privacy terhadap trust dan mempengaruhi perilaku continuous intentions. Penelitian ini menggunakan pendekatan kuantitatif, dan data penelitian dikumpulkan melalui survei dengan menyebarkan kuesioner baik melalui offline dan online kepada 137 orang responden yang merupakan masyarakat kota depok dengan rentang usia wanita usia <20 tahun sampai >50 tahun yang pernah menggunakan aplikasi mobile banking PT. Bank Negara Indonesia, Tbk dalam periode 6 bulan terakhir dengan menggunakan metode purposive sampling. Teknik analisis yang digunakan adalah analisis Structur Equation Model-Partial Least Square (SEM-PLS). Maka dalam penelitian ini, penulis menggunakan aplikasi software adalah SmartPLS version 3.0. Hasil penelitian menunjukkan bahwa perceived security mempengaruhi trust dan trust mempengaruhi perilaku berkelanjutan pengguna aplikasi mobile banking bagi nasabah PT. Bank Negara Indonesia, Tbk di kota Depok. Namun perceived privacy tidak mempengaruhi perilaku continuous intentions bagi nasabah pengguna aplikasi mobile banking bank BNI di kota Depok.

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ABSTRACT
This study examines the effect of perceived security and perceived privacy on trust and influences continuous intentions behavior using mobile banking applications for customers of PT. Bank Negara Indonesia, Tbk in Depok city. The variables to be tested in this study are perceived security and perceived privacy of trust variables and affect continuous intentions behavior. This research uses a quantitative approach, and research data is collected through surveys by distributing questionnaires both through offline and online to 137 respondents who are residents of Depok City with the age range of women aged <20 years to> 50 years who have used PT. Bank Negara Indonesia, Tbk in the last 6 months period using the purposive sampling method. The analysis technique used is Structural Equation Model-Partial Least Square (SEM-PLS) analysis. So in this study, the author using software applications is SmartPLS version 3.0. The results showed that perceived security affected trusts and trusts affecting the ongoing behavior of users of mobile banking applications for customers of PT. Bank Negara Indonesia, Tbk in Depok city. However, perceived privacy does not affect continuous intentions behavior for customers using BNI bank mobile banking applications in Depok city.

Abstrak :
Riset kuantitatif yang bersifat deskriptif ini bertujuan untuk menganalisis faktor-faktor yang memengaruhi intensi perilaku Generasi X dan Z di Indonesia untuk terus menggunakan layanan mobile banking (continuous use) melalui tinjauan pola penggunaan mobile banking saat ini di kalangan masyarakat Indonesia yang lahir pada tahun 1965-1980 sebagai Generasi X dan 1997-2005 sebagai Generasi Z melalui penyebaran kuesioner. Temuan penelitian ini dapat bermanfaat bagi bank dan institusi yang menyediakan layanan mobile banking untuk lebih memahami faktor-faktor di balik intensi perilaku pengguna dalam rentang usia tertentu (Generasi X dan Z); meliputi manfaat yang dirasakan (perceived usefulness), persepsi kemudahan penggunaan (perceived ease of use), norma subjektif (subjective norms), dan risiko COVID-19 (perceived COVID-19 risk). Data dikumpulkan dari 199 responden yang kemudian dianalisis menggunakan metode Partial Least Squares: Structural Equation Modeling (PLS-SEM) melalui software SmartPLS. Berdasarkan temuan dari riset ini, dapat disimpulkan bahwa seluruh faktor memiliki pengaruh langsung terhadap intensi berperilaku untuk terus menggunakan mobile banking, di mana perbedaan yang signifikan antara hasil dari dua generasi hanya ditunjukkan oleh dampak positif subjective norms terhadap behavioral intentions dari Gen X yang tidak selaras dengan hasil dari Gen Z yang negatif. Pada hubungan subjective norms dan behavioral intentions secara keseluruhan pun tidak ditemukan efek mediasi perceived usefulness. Bank dan institusi yang menyediakan layanan mobile banking dapat memanfaatkan faktor-faktor yang terbukti berpengaruh positif terhadap intensi kedua generasi untuk terus menggunakan mobile banking. ......This quantitative descriptive study aims to analyze the factors that influence the behavioral intention of “Generation X and Z” of Indonesia in continuously using mobile banking services by reviewing current patterns of continuous mobile banking use among Indonesians born among 1965-1980 (Gen X) and 1997-2005 (Gen Z) through distribution of questionnaires. The findings of this research allow companies within the fintech industry providing mobile banking services to better understand the factors behind the users’ behavioral intention within a certain age range; these factors include perceived usefulness, perceived ease of use, subjective norms, and perceived risks of COVID-19. Data is collected from 199 respondents which is then analyzed using Partial Least Squares: Structural Equation Modeling (PLS-SEM) method through SmartPLS tool. According to the findings of the research, it is concluded that all factors have a direct influence on behavioral intentions to continuously use mobile banking, yet the result differs only in the area in which subjective norms have a significant positive relationship on behavioral intentions as perceived by Gen X, while it does not appear so for Gen Z. Subjective norms also have no positive impact on the mediator perceived usefulness for both generation, thus, the mediation effect of perceived usefulness between subjective norms and behavioral intentions is not supported by data. Mobile banking providers may take advantages of these factors that are proven to have positive influence on both generations’ intentions to continuously use mobile banking, especially considering that most of the impacts of these factors (subjective norms excluded) are of a similar extent as perceived by both generations.

Abstrak :
Seiring berjalannya waktu, penggunaan mobile banking terus meningkat. Penggunaan mobile banking diprediksi akan terus meningkat, bahkan setelah pandemi Covid-19 berakhir. Hal ini membuat Menteri BUMN memutuskan untuk menggabungkan tiga bank Syariah di Indonesia menjadi satu untuk meningkatkan daya saingnya. Bank Syariah yang baru ini menggunakan sistem mobile banking dari sistem mobile banking salah satu anak perusahaan sebelumnya. Setelah penggabungan, terjadi peningkatan pengguna serta transaksi di Bank Syariah yang baru ini. Namun terlepas dari itu, masih banyak keluhan terkait UI/UX dari aplikasi Bank Syariah ini. Penelitian ini akan fokus pada evaluasi pengalaman pengguna dan mendesain ulang antarmuka pengguna aplikasi Bank Syariah ini. Evaluasi pengalaman pengguna diukur melalui 7 dimensi, yang terdiri dari, task success, time on task, lostness, error, Single Ease Question (SEQ), System Usability Scale (SUS), dan Retrospective Think Aloud. Hasil evaluasi user experience digunakan sebagai dasar untuk mendesain ulang desain antarmuka aplikasi untuk meningkatkan pengalaman pengguna pada aplikasi ini. ......Over time, the use of mobile banking continues to increase. The use of mobile banking is predicted to continue to increase, even after the Covid-19 pandemic has ended. This made the Minister of BUMN decide to merge three Islamic banks in Indonesia into one to increase its competitiveness. This new Syariah Bank uses the mobile banking system from one of its subsidiary’s previous mobile banking system. After the merger, there was an increase in users as well as transactions in this new Syariah Bank. However, apart from that, there are still many complaints regarding the UI/UX of this Syariah Bank’s Mobile application. This research will focus on evaluating the user experience and redesigning the user interface of this Syariah Bank’s Mobile application. User experience evaluation is measured through 7 dimensions, namely, task success, time on task, lostness, error, Single Ease Question (SEQ), System Usability Scale (SUS), and Retrospective Think Aloud. The results of the evaluation are used as the basis for redesigning the interface design of the mobile application to improve the user experience.

Abstrak :
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.

Abstrak :
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. ......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.

Abstrak :
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.

Abstrak :
Kemajuan teknologi saat ini mendorong keseluruhan aspek, baik individu maupun organisasi, untuk melakukan transformasi digital. Dimana transaksi digital menjadi salah satu aspek yang dipengaruhi oleh transformasi digital. Dengan mengadopsi teknologi digital, individu maupun organisasi dapat mempercepat, menyederhanakan, dan mengotomatisasi proses transaksi dalam memenuhi kebutuhan. Di samping itu, penggunaan transaksi digital perlu didukung oleh kemampuan literasi digital. Dimana literasi digital mencakup kemampuan dalam mengoperasikan perangkat digital, berkomunikasi, mengumpulkan informasi dan data, dan memahami keamanan dalam penggunakan perangkat digital tersebut. Sehingga penelitian ini dibuat dalam rangka menganalisis asosiasi literasi digital terhadap transaksi digital pada tingkat individu.

Adapun tujuan dari penelitian ini ialah untuk meninjau bagaimana hubungan antara pengaruh literasi digital terhadap penggunaan transaksi digital, yang terdiri atas internet mobile banking dan e-wallet pada masyarakat di Indonesia. Penelitian ini mengadopsi sumber data dari World Bank Household Survey tahun 2020 dengan sampel sebanyak 1,142 individu. Dengan menggunakan metode Regresi OLS dan Marginal Effect pada Logistic Regression, penelitian ini menyebutkan bahwa literasi digital memiliki hubungan yang signifikan dan positif terhadap penggunaan internet mobile banking dan e-wallet individu. ......Nowadays, technological advances encourage all aspects, both individuals and organizations, to do digital transformation. Digital transactions are one of the aspects affected by digital transformation. By adopting digital technology, individuals and organizations can accelerate, simplify, and automate transaction processes to meet their needs. In addition, the use of digital transactions needs to be supported by digital literacy capabilities. Digital literacy includes the ability to operate digital devices, communicate, collect information and data, and understand security in using these digital devices. Thus, this research was made in order to analyze the association of digital literacy with digital transactions at the individual level. The purpose of this study is to review the relationship between the influence of digital literacy on the use of digital transactions, which consist of internet mobile banking and e-wallets in Indonesian society. This study adopts data sources from the 2020 World Bank Household Survey with a sample of 1,142 individuals. Using the OLS Regression method and Marginal Effects on Logistic Regression, this study states that digital literacy has a significant and positive relationship to the use of internet mobile banking and individual e-wallets.

Abstrak :
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. ......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.