The Effect of Computer Self-Efficacy and Subjective Norm on The Perceived Usefulness, Perceived Ease of Use and Behavioural Intention to Use Technology

This study was conducted to evaluate the factors influencing students’ intention to use E-learning system. Seven dimensions in this study were determined are Computer self-efficacy, Computer experience, Enjoyment, System characteristics and Subjective norm, Perceived ease of use, and Perceived usefulness. In which, Computer self-efficacy, Computer experience, Enjoyment and System characteristics impact on Perceived usefulness of E-learning, while Computer self-efficacy, System characteristics and Subjective norm impact on Perceived ease of E-learning use. Perceived usefulness and Perceived ease of use impact on Intention to use E-learning. The research methodology was conducted in a survey with participation of 246 respondents from 20 universities. The data was analyzed by using descriptive statistics, factor analysis and regression. The empirical results showed that Computer self-efficacy has no impact on Perceived usefulness of E-learning, and System characteristics has no impact on Perceived ease of E-learning use. Finally, this study recommended some solutions, which universities thereby makes some recommendations to universities to attract more students in participating in E-learning until it is officially implemented for the universities’ training systems.

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TEACHERS ACCEPTANCE AND INTENTION TO USE ICT IN LEARNING

Jurnal IPTEKS Terapan ◽

10.22216/jit.2018.v12i3.693 ◽

2018 ◽

Vol 12 (3) ◽

pp. 189

Author(s):

Kurniabudi Kurniabudi

Keyword(s):

High School Teachers ◽

Self Efficacy ◽

Subjective Norm ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

The Impact ◽

The City ◽

Computer Self Efficacy

Although ICT could bring many benefit in learning ,however implementation of ICT in the learning process is not easy. In fact, adoption of ICT in learning, is not only occurs in higher education but also in schools. The aim of This study is to identify the impact of Subjective Norm, Image and Computer Self-Efficacy against the behavior of teachers in using ICT in learning.Technology Acceptance Models (TAM) 2 used in the analysis of the behavior of the reception. Data was collected from high school teachers in the city of Jambi. Data were analyzed using SEM method with applications SmartPLS.This study reveals that the consistency of Perceived Usefulness and Perceived Ease of Use has a direct influence on Intention to Use . Subjective Norm and Image provides indirect influence on Intention to Use Computer Self - Efficacy whereas no effect on of Perceived Usefulness , Perceived Ease of Use and Intention to Use

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

Vikalpa The Journal for Decision Makers ◽

10.1177/0256090920130406 ◽

2013 ◽

Vol 38 (4) ◽

pp. 83-96 ◽

Cited By ~ 14

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.

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APLIKASI TECHNOLOGY ACCEPTANCE MODEL (TAM) PADA KOMPUTERISASI KEGIATAN PERTANAHAN

Jurnal Economia ◽

10.21831/economia.v12i1.8415 ◽

2016 ◽

Vol 12 (1) ◽

pp. 13

Author(s):

Wahyu Prabawati Putri Handayani ◽

Mugi Harsono

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Self Efficacy ◽

Survey Methodology ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Acceptance Model ◽

Computer Self Efficacy

Abstrak: Aplikasi Technology Acceptance Model (TAM) Pada Komputerisasi Kegiatan Pertanahan. Tujuan penelitian ini adalah untuk menguji dan menganalisis pengaruh Technology Acceptance Model (TAM) Pada Komputerisasi Kegiatan Pertanahan. Sebuah metodologi survey digunakan untuk mengumpulkan data 100 karyawan. Path analysis menunjukkan bahwa (1) Computer self-efficacy berpengaruh pada persepsi kemudahan penggunaan dan persepsi manfaat teknologi, (2) Persepsi kemudahan penggunaan teknologi berpengaruh pada persepsi manfaat dan sikap untuk menggunakan teknologi, (3) Persepsi manfaat teknologi berpengaruh pada sikap dalam menggunakan teknologi, dan (4) Sikap untuk menggunakan teknologi berpengaruh pada niat untuk menggunakan teknologi. Kata kunci: Technology Acceptance Model (TAM), computer self-efficacy, persepsi manfaat teknologi, sikap menggunakan teknologi, niat menggunakan teknologi Abstract: Application of Technology Acceptance Model (TAM) On Computerized Land Activities. The purpose of this study was to examine and analyze the effect of the Technology Acceptance Model (TAM) on computerized land activities. A survey methodology used to collect data of 100 employees. The results indicated that (1) Computer self-efficacy affected the perceived ease of use and usefulness of the technology, (2) the perceived ease of use technology affected of perceived usefulness and attitude towards using technology, (3) the perceived usefulness affected attitude towards using technology, and (4) the attitude to use technology affected intention to use technology. Keywords: Technology Acceptance Model (TAM), computer self-efficacy, perceived usefulness, attitude to use technology, intention to use technology

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The Indirect Effect of Computer Self-Efficacy of E-Commerce Users on Intention to Use

Petra International Journal of Business Studies ◽

10.9744/ijbs.3.2.75-85 ◽

2020 ◽

Vol 3 (2) ◽

pp. 75-85

Author(s):

Tessa Vanina Soetanto ◽

Adelina Proboyo ◽

Prilya Angel Putri

Keyword(s):

Technology Acceptance ◽

Behavioral Intention ◽

Self Efficacy ◽

Structural Equation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

The Impact ◽

Computer Self Efficacy

E-commerce market in Indonesia has tremendous growth and predicted to become significant contributor to Foreign Direct Investment. Millennials, heavily affected by technology and internet, considered to be the driver growth of e-commerce. Applying the theory of modified Technology Acceptance Model (TAM), this research analyzes whether perceived of ease of use and perceived usefulness mediate the impact of computer self-efficacy on the behavior of e-commerce users to use Lazada platform. The study was a quantitative study with online questionnaire. Data of 200 respondents were analyzed by Structural Equation Modelling and the result shows that computer self-efficacy indirectly affects behavioral intention to use through perceived ease of use. Perceived usefulness and attitude towards use are not significant mediators because of their insignificance on intention to use. Computer self-efficacy has significant impact on behavioral intention mediated by perceived ease of use, but not by perceived usefulness.

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A case-study to examine doctors’ intentions to use IoT healthcare devices in Iraq during COVID-19 pandemic

International Journal of Pervasive Computing and Communications ◽

10.1108/ijpcc-10-2020-0175 ◽

2020 ◽

Vol ahead-of-print (ahead-of-print) ◽

Author(s):

Ameer Alhasan ◽

Lukman Audah ◽

Ishaq Ibrahim ◽

Ammar Al-Sharaa ◽

Ali Saadon Al-Ogaili ◽

...

Keyword(s):

Behavioral Intention ◽

Self Efficacy ◽

Ease Of Use ◽

Perceived Usefulness ◽

Healthcare Sector ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Content Type ◽

Behavioral Intention To Use ◽

Computer Self Efficacy

Purpose Several countries have been using internet of things (IoT) devices in the healthcare sector to combat COVID-19. Therefore, this study aims to examine the doctors’ intentions to use IoT healthcare devices in Iraq during the COVID-19 pandemic. Design/methodology/approach This study proposed a model based on the integration of the innovation diffusion theory (IDT). This included compatibility, trialability and image and a set of exogenous factors such as computer self-efficacy, privacy and cost into the technology acceptance model comprising perceived ease of use, perceived usefulness, attitude and behavioral intention to use. Findings The findings revealed that compatibility and image of the IDT factors, have a significant impact on the perceived ease of use, perceived usefulness and behavioral intention, but trialability has a significant impact on perceived ease of use, perceived usefulness and insignificant impact on behavioral intention. Additionally, external factors such as privacy and cost significantly impacted doctors’ behavioral intention to use. Moreover, doctors’ computer self-efficacy significantly influenced the perceived ease of use, perceived usefulness and behavioral intention to use. Furthermore, perceived ease of use has a significant impact on perceived usefulness and attitude, perceived usefulness has a significant impact on attitude, which, in turn, significantly impacting doctors' behavior toward an intention to use. Research limitations/implications The limitations of the present study are the retractions of the number of participants and the lack of qualitative methods. Originality/value The finding of this study could benefit researchers, doctors and policymakers in the adaption of IoT technologies in the health sectors, especially in developing counties.

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The Influence of Self-Efficacies on Readers' Intention to Use E-Reading Devices

International Journal of Distance Education Technologies ◽

10.4018/ijdet.2014070104 ◽

2014 ◽

Vol 12 (3) ◽

pp. 41-61 ◽

Cited By ~ 1

Author(s):

Bor-Yuan Tsai ◽

Jung-Nan Yen

Keyword(s):

Self Efficacy ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Reading Device ◽

Tam Model ◽

Perceived Enjoyment ◽

Willingness To Use ◽

Computer Self Efficacy

E-books and e-Reading Devices (E-RDs) markets have been enlarged due to the rapid progress of digital technologies. What are the possible factors to increase readers' willingness to use electronic devices? To improve the predictive value of the original TAM model, this study incorporates three additional constructs to form e-Reading Device Acceptance Mode: reading self-efficacy, computer self-efficacy and perceived enjoyment. This model consists of six constructs and 11 research hypotheses. The research questionnaires were distributed in Taiwan, and the research results showed that reading self-efficacy shows positive influences on readers' intention to use the E-RDs. On the contrary, computer self-efficacy does not show positive influences on perceived usefulness or perceived enjoyment. Moreover, the perceived ease of use of E-RDs does not show significant impacts on readers' intention to use the devices. Explanations of the causes and reasons are given in this paper, and the finding of this research may provide useful references and materials for e-book publishers, e-reading device developers, and researchers for further studies.

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The Determinant of Acceptance of SIMDA (Information System of District Management) Implementation on the Government of Batu City

Journal of Accounting and Business Education ◽

10.26675/jabe.v1i2.8494 ◽

2017 ◽

Vol 1 (2) ◽

pp. 298

Author(s):

Umar Maksum ◽

Zaki Baridwan ◽

Imam Subekti

Keyword(s):

Information System ◽

Technology Acceptance ◽

Technology Acceptance Model ◽

Self Efficacy ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

Personal Innovativeness ◽

Acceptance Model ◽

Computer Self Efficacy

This study aims to examine the factors influencing the acceptability of SIMDA in the Batu Municipal Government. The research model used the Technology Acceptance Model (TAM), which add external construct from D&M success model of information system and other construct namely the commitment of management, social influence and the Individually influence such as computer self-efficacy and personal innovativenes. This research employed census sampling method. The samples are all official of in financial department who use SIMDA. Results of the research showed that perceived usefulness was affected by management commitment, social influence, information quality, system quality, personal innovativeness, and perceived ease of use. In addition, Computer self-efficacy, and personal innovativeness influenced to perceived ease of use. Furthermore, the acceptance SIMDA was influenced perceived usefulness and perceived ease of use. On the contrary, computer self-efficacy did not affect to perceived usefulnessKeywords: Technology Acceptance Model (TAM), Acceptance SIMDA, perceived usefulness, perceived ease of use

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Development and Validation of the Technology Adoption and Gratification (TAG) Model in Higher Education

Technology Adoption and Social Issues ◽

10.4018/978-1-5225-5201-7.ch027 ◽

2018 ◽

pp. 619-648

Author(s):

A.Y.M. Atiquil Islam

Keyword(s):

Higher Education ◽

Technology Adoption ◽

Self Efficacy ◽

Cross Cultural ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Direct Impact ◽

Actual Use ◽

Computer Self Efficacy

The prime objective of this study was to develop and validate the Technology Adoption and Gratification (TAG) Model to evaluate the adoption and gratification of lecturers in using ICT facilities for their teaching and research purposes in higher education. The second objective of this study was to evaluate the cross-cultural validation of the causal structure of the TAG model. A total of 396 lecturers were collected from two public universities, namely, University of Malaya in Malaysia and Jiaxing University in China using stratified random sampling procedure. The questionnaire's validity was established through Exploratory Factor Analysis (EFA) using SPSS version 21.0. The data was analyzed applying Structural Equation Modeling (SEM) using AMOS version 18. The findings of the research using the TAG model discovered that the computer self-efficacy of the lecturers had a positive direct impact on their perceived usefulness and ease of use, while the latter two factors also had a significant direct impact on gratification and intention to use, separately. Meanwhile, gratification and actual use of ICT facilities were directly affected by intention to use. Moreover, computer self-efficacy had a positive and significant indirect impact on gratification and intention to use mediated by perceived usefulness and ease of use, respectively. In addition to lecturers' perceived ease of use and usefulness had a significant indirect effect on their gratification mediated by intention to use. The results of the invariance analysis of the TAG model also demonstrated that the model was valid for measuring lecturers' adoption and gratification in using ICT facilities. However, the TAG model works differently in cross-cultural settings. The findings contribute to the existing body of knowledge in the field of ICT by developing and validating the applicability of the TAG Model within institutions of higher education. Once validated the model could then be applied by future researchers, academicians and practitioners in the diverse context of education.

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Business Process Reengineering of Digital Learning Ecosystems

10.4018/978-1-7998-9664-7.ch007 ◽

2022 ◽

pp. 123-141

Author(s):

Heru Susanto ◽

Fadzliwati Mohiddin ◽

Leu Fang-Yie ◽

Muhammad Syamim Sanip ◽

Alifya Kayla Shafa Susanto ◽

...

Keyword(s):

Technology Acceptance ◽

Self Efficacy ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Digital Learning ◽

Perceived Ease Of Use ◽

Technology Acceptance Models ◽

Higher Institution ◽

E Learning

This study was conducted to investigate e-learning acceptance and factors influencing higher institution students in Brunei Darussalam. Among the factors involved in this study were perceived ease of use, perceived usefulness, self-efficacy, technology availability, and usage and intention to use. Technology acceptance models (TAM) were used as a basis for the study and for hypothesizing the effects of such variables on the use of e-learning. The findings of this study found that there is significant influence of self-efficacy to perceived ease of use and perceived usefulness while perceived ease of use has direct impact to perceived usefulness and perceived usefulness has influence on intention to use towards e-learning systems.

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