A Study on Behavior Intention to Adopt Mobile Banking Apps

2021 ◽  
Vol 13 (2) ◽  
pp. 60-72
Author(s):  
Phan Dai Thich
Keyword(s):  
Social Influence ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Influential Factor ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Behavior Intention ◽  
Intention To Adopt ◽  
Tam Model

This study aims to examine the factors influencing consumers' behavior intention to adopt mobile banking apps. The research uses the TAM model with additional variables such as social influence and perceived risk to evaluate how these factors impact the behavior intention of young customers toward adopting mobile banking services. PLS-SEM was used as the main research method. The findings from this paper reaffirmed that perceived usefulness and social influence are the most influential factor in behavior intention, but perceived ease of use and perceived risk showed insignificant impacts on young consumers' behavior intention in Vietnam. This paper also found that perceived ease of use had no direct impact on behavior intention but an indirect impact through facilitating perceived usefulness. This subject makes a practical and academic contribution in the context of a developing country where is lacking research in mobile banking apps.

scholarly journals Investigating the factors influencing the adoption of m-banking: a cross cultural study

2015 ◽  
Vol 33 (4) ◽  
pp. 545-570 ◽  
Author(s):  
Gary Mortimer ◽  
Larry Neale ◽  
Syed Fazal E Hasan ◽  
Benjamin Dunphy
Keyword(s):  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Future Research ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Confirmatory Factor Analyses ◽  
Web Based ◽  
Content Type ◽  
Intention To Adopt

Purpose – Little is known about the adoption of mobile banking technologies in emerging Asian economies. The purpose of this paper is to empirically examine the motivators that influence a consumer’s intentions to use mobile banking. Design/methodology/approach – A web-based survey was employed to collect data from 348 respondents, split across Thailand and Australia. Data were analysed by employing exploratory and confirmatory factor analyses, path and invariance analyses. Findings – The findings indicate that for Australian consumers, perceived ease of use, perceived usefulness (PU) and perceived risk (PR) were the primary determinants of mobile banking adoption. For Thai consumers, the main factors were PU, PR and social influence. National culture was found to impact key antecedents that lead to adoption of m-banking. Research limitations/implications – The actual variance explained by the study’s model was higher in Australia (59.3 per cent) than for Thailand (23.8 per cent), suggesting future research of m-banking adoption in emerging Asian cultures. Practical implications – The authors identify the important factors consumers consider when adopting m-banking. The findings of this research give banking organisations a foundational model that can be used to support m-banking implementation. Originality/value – The study is perhaps the first to examine and compare the intention to adopt m-banking across Thai and Australian consumers, and responds to calls for additional research that generalises m-banking and m-services acceptance across cultures. This study has proposed and validated additional constructs that are not present in the original SST Intention to Use model.

scholarly journals Factors affecting adoption of mobile banking in Pakistan

2013 ◽  
Vol 2 (3) ◽  
pp. 54-61 ◽  
Author(s):  
Abdul Kabeer Kazi ◽  
Mohammad Adeel Mannan
Keyword(s):  
Social Influence ◽  
Technology Acceptance ◽  
Low Income ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Special Focus ◽  
Mobile Banking ◽  
Banking Services ◽  
Intention To Adopt

In this research paper we investigated the determinants likely to influence the adoption of mobile banking services, with a special focus on under banked/unbanked low-income population of Pakistan. The adoption of mobile banking services has been a strategic goal, both for banks and telcos. For this purpose, Technology Acceptance Model (TAM) was used, with additional determinants of perceived risk and social influence. Data was collected by surveying 372 respondents from the two largest cities (Karachi and Hyderabad) of the province Sindh, in Pakistan using judgement sampling method. This study empirically concluded that consumers’ intention to adopt mobile banking services was significantly influenced by social influence, perceived risk, perceived usefulness, and perceived ease of use. The most significant positive impact was of social influence on consumers’ intention to adopt mobile banking services. The paper concluded with discussion on results, and several business implications for the banking industry of Pakistan.

Factors influencing IT Adoption by Bank Employees: An Extended TAM Approach

2013 ◽  
Vol 38 (4) ◽  
pp. 83-96 ◽  
Author(s):  
Rupanjali Nath ◽  
Kanika T Bhal ◽  
Geetika T Kapoor
Keyword(s):  
Social Influence ◽  
Technology Acceptance ◽  
Self Efficacy ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Behavioural Intention ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
Bank Employees ◽  
Computer Self Efficacy

The use of Information Technology (IT) in the banking sector has seen a phenomenal growth in India. For its effective use and implementation, employees' acceptance and the consequent use of IT are important. Davis' Technology Acceptance Model (TAM) (1989) explains users' acceptance of electronic systems. By applying the extended TAM approach to this study, the authors aim to uncover various factors that affect the attitude and acceptance of bank employees towards CBS. The TAM model identifies perceived usefulness (PU), and perceived ease of use (PEU) as impacting attitude towards IT and behavioural intention. The model is extended by identifying social influence, computer self-efficacy, and technological facility as factors affecting perceived usefulness and perceived ease of use. The target respondents for this study were bank employees from the public and private sectors banks (State Bank of India, Union Bank, Bank of India, ICICI Bank, and Axis Bank) situated in the National Capital Territory (NCT) of Delhi. Measurement items applied in this study were an adaptation of previously validated measures or were developed on the basis of a literature review. Responses were analysed using the 7-point Likert Scale that ranged from (1) ‘strongly disagree’ to (7) ‘strongly agree’. To test the reliability of the measures, a pilot study was conducted with 20 randomly chosen employees and modified scales. Structural equation modelling was used to analyse the data. Overall, the findings suggest that extended TAM variables positively influence the intention and usage behaviour through PU and PEU. That is, social influence enhances perceived usefulness; and computer self-efficacy and technology facility influence the perceived ease of use. Again, perceived ease of use significantly influences perceived usefulness which in turn has significant effect on behavioural intention and usage behaviour. Social influence of superiors was the prominent determinant of perceived usefulness of the CBS technology. Hence the role of managers as effective communicators is heightened especially in conveying the benefits of using IT and in turn achieving organizational goals.

Mobile payment adoption process: a serial of multiple mediation and moderation analysis

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Wanny Oentoro
Keyword(s):  
Social Influence ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Payment ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Multiple Mediation ◽  
Content Type ◽  
The Relationship

Purpose Global digital payment transactions increase continuously. Due to the inconsistencies that occurred across the research findings, past researchers have called for further investigation to verify and empirically test the mobile payment acceptance model. The purpose of this paper is to develop an integrative model that is derived from the multiple technology acceptance models (TAM)’s a theoretical framework and past literature to understand how consumers decided to adopt mobile payment. By simultaneously testing mechanisms, namely, ease of use, usefulness and risk, the current study will be able to advance scholarly knowledge of the underlying consumer’s attitude and behavior that link social influence to intention to use. Design/methodology/approach A total of 370 valid responses were collected using self-administered questionnaires distributed via online platforms, a representative for Thai consumers. An ordinary least square regression and bootstrap analyzes were conducted through PROCESS Macro to analyze the moderated serial-multiple mediation model in the consecutive inducing of social influence, perceived ease of use, perceived usefulness and perceived risk toward the consumer’s intention to use mobile payment. Findings Within the context of consumers evaluating a mobile payment, statistics significant were found for the hypothesized direct and indirect effects of perceived ease of use and perceived usefulness on an intention to use. The results showed that Thai consumers’ intention to use mobile payment was significantly affected by their attitudes in terms of usefulness and the less complication in using the applications. It is confirmed that social influence indirectly affects intention to use via the increase of perceived ease of use and perceived usefulness. The study also found a significant interaction between perceived risk and perceived usefulness toward intention to use. Practical implications It is recommended to service providers to continue improving the user-friendliness, navigation, integrity and furnish the system with more value-added activities within the mobile payment application. It is also essential for the company to deliver tutorials and clear and easy-to-follow instructions to customers. At the same time, the marketer should develop marketing strategies to promote the usefulness and simplicity of using the applications to the consumers. When consumers experienced the easiness and usefulness of the applications, these could overcome the resistance feeling to use due to the concern on any potential risk. Originality/value The study contributes to the existing body of knowledge on consumer usage behavior and TAM by integrating all important variables and developed a parsimony framework to explain consumers’ usage adoption on mobile payment. Moreover, the current study was the very first that proposed and tested a serial of multiple mediations of perceived ease of use and perceived usefulness, moderated by perceived risk, in the relationship between social influence and consumers’ intention to use mobile payment and discovered a moderating role of perceived risk toward the relationship between perceived usefulness and mobile payment usage intention.

Determinants of consumers’ intention to adopt mobile banking services in Zimbabwe

2017 ◽  
Vol 35 (6) ◽  
pp. 997-1017 ◽  
Author(s):  
Charles Makanyeza
Keyword(s):  
Self Efficacy ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Behavioural Intention ◽  
Relative Advantage ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Banking Services ◽  
Content Type ◽  
Intention To Adopt

Purpose The purpose of this paper is to investigate the determinants of consumers’ intention to adopt mobile banking services in Zimbabwe. Design/methodology/approach A survey of 232 bank customers was conducted in Chinhoyi, Zimbabwe, using a structured questionnaire with Likert-type questions. Customers were randomly intercepted as they walked out of five major banks. Structural equation modelling, independent-samples t-test and one-way ANOVA were used to test research hypotheses. Findings The study found that perceived usefulness, perceived self-efficacy, social influence, relative advantage and perceived compatibility all have a positive effect, whilst perceived risk has a negative effect on behavioural intention to adopt mobile banking services in Zimbabwe. Perceived ease of use, facilitating conditions, perceived complexity, perceived trialability, awareness-knowledge and demographic factors (gender, age, education and income) did not significantly influence behavioural intention to adopt mobile banking. Perceived ease of use was found to positively influence perceived usefulness, while perceived self-efficacy was found to have a positive effect on perceived ease of use. Behavioural intention was found to positively influence usage of mobile banking services in Zimbabwe. Research limitations/implications Data were collected from bank customers in Chinhoyi, one of the emerging towns in Zimbabwe. Future research should be expanded to include other major cities in Zimbabwe and other countries. More similar studies should be conducted to test the factors identified in literature in different contexts and markets and on other innovations. Practical implications The study advises banks to pay particular attention to perceived usefulness, perceived self-efficacy, social influence, relative advantage, perceived compatibility and perceived risk when designing new mobile banking services. Originality/value There is not a unified position regarding factors influencing mobile banking adoption. Factors vary with contexts, markets, time and types of innovations. The study tested some major factors identified in literature in the context of Zimbabwe.

scholarly journals Anteseden Mobile Banking Adoption

2019 ◽  
Vol 19 (1) ◽  
pp. 45
Author(s):  
Rangga Maulid Mahardika ◽  
Harsini Soetomo
Keyword(s):  
Structural Equation Modeling ◽  
Perceived Risk ◽  
Structural Equation ◽  
Word Of Mouth ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Price Fairness

<p><strong>Abstra</strong><strong>k</strong></p><p><strong> </strong></p><p><strong>Tujuan –</strong>Tujuan dari penelitian ini adalah untuk menganalisis pengaruh dari self efficacyterhadap mobile banking adoption melalui perceived risk, perceived ease of use,perceived usefulness dan behavioural intention.</p><p><strong>Desain/Metodologi/ Pendekatan – </strong>Rancangan penelitian ini dilakukandengan menggunakan rancangan penelitian uji hipotesis (hypotheis testing). Unitanalisis yang digunakan dalam metode penelitian ini adalah pengguna Mobilebanking yang aktif menggunakan dalam 3 bulan terakhir, dan penelitian inimenggunakan data cross-sectional dan teknik sampling yang digunakan adalahpurposive sampling. Structural Equation Modeling (SEM) digunakan untuk mengujihipotesis dalam penelitian ini.</p><p><strong>Temuan - </strong>Hasil penelitian ini menunjukan bahwa (1) Selfefficacy tidak memiliki pengaruh negatif yang signifikan terhadap perceived risk, Self Efficay memiliki pengaruh positif terhadap perceived ease of use dan perceived usefulness dalam penggunaan mobile banking, (2) Perceived ease of use memiliki pengaruh positif terhadap perceived usefulness, Perceived ease of use memiliki pengaruh positif terhadap Intention to Adoption Mobile Banking (3) Perceived risk tidak memiliki pengaruh negatif yang signifikan terhadap intention to adoption mobile banking, (4) Perceived ease of use dan perceived usefulness memiliki pengaruh positif terhadap intention to adoption mobile banking, (5) Perceived usefulness tidak memiliki pengaruh positif yang signifikan terhadap adoption mobile banking, dan (6) Intention to adoption mobile banking memiliki pengaruh positif terhadap adoption mobile banking.</p><p><em> </em></p><p><strong><em>Abstract</em></strong></p><p><strong><em>Purpose </em></strong><em>–</em><em>The purpose of this study is to </em><em>analyze</em><em> the </em><em>effect of self eficacy on mobile adoption through percieved risk, percieved ease of use, percieved usefulness and behavioral intention</em><em></em></p><p><strong><em>Des</em></strong><strong><em>ign</em></strong><strong><em>/Met</em></strong><strong><em>hodology</em></strong><strong><em>/</em></strong><strong><em>Approach – </em></strong><em>Using 210 respondents of active mobile banking users in last 3 months, hypotheses were tested with Structural Equation Modeling by AMOS</em></p><p><strong><em>Findings</em></strong><em> - </em><em>The results showed a positive influence between reflected appraisal of self, self image congruency and cafe quality of cafes toward the electric keyword from word of mouth, while on the conspicuous value and price fairness of does not affect the electronic word-of-mouth. There are several managerial implications that can influence consumers to deliver eWOM by taking more attention to self-relevant value and cafe-relevant value.</em></p><p> </p>

scholarly journals Analisis Minat Penggunaan Mobile Banking Dengan Pendekatan Technology Acceptance Model (TAM) Yang Telah Dimodifikasi

2017 ◽  
Vol 4 (1) ◽  
pp. 24 ◽  
Author(s):  
Hanif Astika Kurniawati ◽  
Alfi Arif ◽  
Wahyu Agus Winarno
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
External Variables ◽  
Using Data ◽  
Acceptance Model

This study aimed to analyze the factors that may affect students' perceptions about the intention to use mobile bankingapplications to support their daily activities. The research model was developed using a Technology Acceptance Modeldeveloped by Davis (1989), and by including three external variables that experience, complexity, and gander. The researchmodel empirically tested using data from a survey of students at the University of Jember. The sampling method in this studyusing a clustered random sampling. The questionnaire of 120 students who receive offers mobile banking service that qualifiesas a sample analyzed using Structural Equation Modelling (SEM) using AMOS 22.0. The results showed that all constructs inthe original TAM model was statistically significant. On the other hand, gender as external variables in this study had no effecton perceived usefulness and perceived ease of use. The implications of this study are relevant for students who are interested inusing mobile banking in order to better take into account the experience and ease of use. Mobile banking users is expected tobe more confident with using mobile banking can simplify their banking activity.

scholarly journals E-PAYMENT AT THE LOCAL GOVERNMENT LEVEL: A STUDY OF MAJLIS BANDARAYA SHAH ALAM AND MAJLIS DAERAH KAMPAR

2014 ◽  
Vol 12 (3) ◽  
Author(s):  
Rustam Khairi Zahari ◽  
Raja Noriza Raja Ariffin ◽  
Nurhawani Zamin ◽  
Norzailawati Mohd Noor
Keyword(s):  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Electronic Government ◽  
Payment Method ◽  
Perceived Ease Of Use ◽  
Intention To Adopt ◽  
Online Payment ◽  
Ict Adoption ◽  
Collection Data

Information and Communication Technology (ICT) adoption through the implementation of electronic government (e-Government) helps improves local authority‘s service delivery for the benefit of the community. Many of the local authorities have adopted the online payment method for the assessment rate collection. Despite the notion that e-Government increased productivity and improved efficiency, citizen‘s usage is still considered minimal and has been comparatively low especially in services involving transactional. This study investigates the factors influencing the usage of online payment method in local authority‘s assessment rate collection. Data for this study was collected through questionnaire, interview and document analysis. The findings showed that perceived usefulness, perceived ease of use, perceived risk, payment receipt issuance and income level seem to influence user‘s intention to adopt the online payment method.

scholarly journals An examination of determinants for e-wallet adoption in Malaysia: a combined approach

F1000Research ◽  
2021 ◽  
Vol 10 ◽  
pp. 1155
Author(s):  
Thai Siew Bee ◽  
Kuwa Yan Ying
Keyword(s):  
Information Technology ◽  
Social Influence ◽  
Technology Acceptance ◽  
Financial Services ◽  
Perceived Risk ◽  
Reference Group ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Government Support ◽  
Perceived Ease Of Use

Background: In this era of innovation in information technology, everything is embedded with technology, and the financial sector is no exception. The term “FinTech” (Financial Services Technology Consortium) attracted the attention of regulators, consumers and investors in 2014. It was initially applied to the back-end systems of financial and banking institutions. However, Fintech has now become more consumer-oriented, as the combination of financial services and information technology. Specifically, it refers to financial services for consumers through technology. The e-wallet is one of the examples of FinTech in payments and infrastructure that can be freely adopted by everyone. However, the penetration of e-wallet usage in Malaysia is still in its early stages compared to other countries. Methods: The aim of this research is to examine the factors that affect the adoption of e-wallets in Malaysia based on five aspects: perceived ease of use, perceived usefulness, perceived risk, social influence and government support. These variables were adopted from the Technology Acceptance Model (TAM) and Theory of Reasoned Action (TRA). Questionnaires were given to a targeted group of 100 e-wallet users in Malaysia using the convenient sampling method. The contribution of each factor in explaining the adoption of e-wallets was analyzed using multiple regression. Results: The results show that social influence has a significant relationship with the adoption of e-wallets in Malaysia: the majority of the respondents are at their prime age and their behaviours tend to be influenced by the reference group. The results from this study may encourage more small and medium enterprises (SMEs) in Malaysia to provide e-wallet payment options, transforming their conventional business into a digital business and spurring the growth of the  digital economy in Malaysia. Conclusions: High levels of adoption of e-wallets moves a country towards a cashless society, resulting in better economic growth and environment.

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