The Impact of Internal Locus of Control on Perceived Usefulness and Perceived Ease of Use in E-Learning: An Extension of the Technology Acceptance Model

Purpose -Response to the sudden pandemic, COVID-19 drastic shift of work practices requires the implementation of an e-learning system, but their adoption requires a thorough understanding of the user acceptance process. Our key effort is to incorporate a framework, “internet experience” to determine the existing Technology Acceptance Model (TAM) applicability in describing students’ s e-learning decisions in Haryana state. Design/methodology- The researcher has administered a questionnaire based on TAM’s constructs and collected data from UG and PG students of Haryana state of India. Findings – The results revealed that perceived usefulness (PU) has a significant positive relationship with continuous usage intention (CUI) whilst, perceived ease of use (PEOU), computer self-efficacy (CSE) and internet experience (IE) have not. Attitude towards E-learning system (ATELS) has found no relevance in this model. Originality/value Majority research has been done using the TAM model in a developed nation. Empirical study has not been done in Haryana state so far.

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Analysis of e-Government Services: A Study of the Adoption of Electronic Tax Filing in Indonesia

Jurnal Ilmu Sosial dan Ilmu Politik ◽

10.22146/jsp.52770 ◽

2020 ◽

Vol 23 (3) ◽

pp. 179

Author(s):

Rosdiana Sijabat

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Perceived Risks ◽

Acceptance Model ◽

The Impact ◽

Tax Filing

This study explores the impact of perceived usefulness, perceived ease-of-use, and perceived risks of using electronic tax filing (e-Filing) on the intention to use e-Filing through a technology acceptance model framework. The theoretical foundation used in this study is the technology acceptance model (TAM) on 201 valid questionnaires completed by Indonesian taxpayers. The data collected was analyzed by structural equation modelling using SmartPLS (3.0 Version). The results of the study revealed that e-Filing’s perceived usefulness and risk were significantly associated with intention to use, while perceived ease-of-use did not have a significant effect. Although the influence of perceived risks significantly mediated the influence of perceived usefulness, it did not significantly mediate the influence of ease-of-use. Gender was found to significantly moderate the influence of e-Filing’s perceived usefulness, but not to moderate the influence of perceived ease-of-use. Importance-Performance Matrix Analysis (IPMA) finds that the intention to use e-Filing is most strongly influenced by its perceived usefulness and perceived risk. This implies that policymakers must highlight the perceived usefulness and communicate the perceived risks of e-Filing to ensure taxpayers are willing to use the system. To the best of the author’s knowledge, this study is the first to examine both mediation and moderation to analyze the adoption of technology in Indonesia’s taxation system and offer a policy perspective through IPMA.

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ANALISIS PENERIMAAN E-LEARNING MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODEL (TAM) (STUDI KASUS: UNIVERSITAS ATMA JAYA YOGYAKARTA)

Jurnal Terapan Teknologi Informasi ◽

10.21460/jutei.2017.12.20 ◽

2017 ◽

Vol 1 (2) ◽

pp. 87-98 ◽

Cited By ~ 1

Author(s):

Flourensia Sapty Rahayu ◽

Djoko Budiyanto ◽

David Palyama

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Behavioral Intention ◽

Structural Equation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

Actual Usage ◽

E Learning ◽

Acceptance Model

Dalam implementasi sebuah sistem informasi di suatu institusi, perlu dipertimbangkan bagaimana penerimaan pengguna terhadap sistem informasi tersebut. Penerapan sistem informasi dapat dikatakan gagal jika pengguna ternyata tidak dapat menerima atau tidak mau menggunakan sistem informasi tersebut. Sebagai sebuah institusi pendidikan, Universitas Atma Jaya Yogyakarta (UAJY) juga mengimplementasikan sistem e-learning untuk mendukung proses belajar mengajar. Pengguna wajib dari e-learning ini adalah dosen dan mahasiwa. Sejak diterapkan belum pernah diadakan evaluasi mengenai penerimaan pengguna terhdap sistem e-learning ini. Penelitian ini dilakukan untuk melakukan pengujian terhadap penerimaan pengguna (mahasiswa) terhadap e-learning dengan menggunakan Technology Acceptance Model (TAM). Pengujian dilakukan dengan mengukur pengaruh antar variabel dalam model TAM yang meliputi variabel Perceived Ease of Use, Perceived Usefulness, Attitude Toward Using, Behavioral Intention dan Actual Usage. Metode pengujian statistik yang dilakukan yaitu uji statistik validitas, reliabilitas, normalitas, dan menguji pengaruh faktor menggunakan Structural Equation Model (SEM). Sumber data didapatkan dengan metode kuesioner yang dibagikan kepada responden mahasiswa UAJY dari seluruh fakultas. Dari enam hipotesis yang diajukan satu hipotesis dinyatakan tidak diterima, yaitu hipotesis yang menyatakan Perceived Usefulnes berpengaruh terhadap Behavioral Intention. Kelima hipotesis yang lain yaitu Perceived Ease of Use berpengaruh terhadap Perceived Usefulnes, Perceived Usefulnes berpengaruh terhadap Attitude Toward Using, Perceived Ease of Use berpengaruh terhadap Attitude Toward Using, Attitude Toward Using berpengaruh terhadap Behavioral Intention, Behavioral Intention berpengaruh terhadap Actual Usage dinyatakan dapat diterima.

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ANALISIS E-LEARNING MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODELLING

Jurnal Transformatika ◽

10.26623/transformatika.v11i1.94 ◽

2013 ◽

Vol 11 (1) ◽

pp. 39

Author(s):

Noor Miyono

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

Purposive Sampling ◽

E Learning ◽

It Usage ◽

Learning Software ◽

Acceptance Model

TAM (technology acceptance model) adalah salah satu model perilaku pemanfaatan teknologi informasi dimana dalam penelitian ini akan difokuskan pada pemanfaatan e-learning. Model ini menyediakan dasar teori untuk menelusuri faktor yang menjelaskan pemakaian e-learning dan menghubungkannya dengan kinerja pemakai. Tujuan penelitian ini yaitu untuk menganalisis pengaruh penggunaan e-learning, konfirmasi pemakai, kemudahan dalam penggunaan e-learning terhadap minat pemanfaatan e-learning dengan kepuasan pemakai e-learning sebagai variabel intervening.Sampel yang dipergunakan dalam penelitian yaitu sebanyak 140 responden dengan menggunakan metode purposive sampling yaitu pengambilan sampel yang didasarkan dengan kriteria-kriteria yang ditetapkan yaitu mahasiswa STMIK Provisi yang masih aktif mengikuti perkuliahan dengan e-materi kuliah berbasis e-learning. Software yang digunakan untuk analisis data menggunakan software AMOS.Hasil penelitian menunjukkan Perceived Usefulness berpengaruh positif terhadap Confirmation, Perceived Ease of Use berpengaruh positif terhadap Confirmation, Perceived Usefulness berpengaruh positif terhadap Perceived Ease of Use, Perceived Usefulness berpengaruh positif terhadap Satisfaction, Confirmation berpengaruh positif terhadap Satisfaction, Perceived Ease of Use berpengaruh positif terhadap Satisfaction, Perceived Usefulness berpengaruh positif terhadap Continued IT Usage Intention, Satisfaction berpengaruh positif terhadap Continued IT Usage Intention, Perceived Ease of Use berpengaruh positif terhadap Continued IT Usage Intention.

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The Impact of Political Trust on E-Government Services Adoption

International Journal of Technology Diffusion ◽

10.4018/ijtd.2020100102 ◽

2020 ◽

Vol 11 (4) ◽

pp. 27-47

Author(s):

Isaac Kofi Mensah

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Political Trust ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Government Services ◽

Acceptance Model ◽

The Impact

This study explored the impact of political trust on the adoption of e-government services in China. The data for this study was generated through a research questionnaire instrument. The technology acceptance model (TAM) was used as the theoretical framework for the study while the analysis was done with SPSS. The results indicated that political trust is a significant predictor of the intention to use e-government services. The results also demonstrated that whilst political trust was not significant in predicting the perceived usefulness of e-government services, it was significant in determining the perceived ease of use of e-government services. In addition, this study has shown that political trust has a significant moderating effect on both the impact of perceived usefulness and perceived ease of use on the intention to use e-government services. The implications of these findings are discussed.

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The Impact of Value-Belief-Norm Theory and Technology Acceptance Model on Use Intention of Green Design Packaging

International Journal of Business and Management ◽

10.5539/ijbm.v15n7p158 ◽

2020 ◽

Vol 15 (7) ◽

pp. 158

Author(s):

ChinHung Liu ◽

YaHui Wu

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Moral Obligation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Intention To Use ◽

Perceived Ease Of Use ◽

Sustainable Packaging ◽

Acceptance Model ◽

The Impact

This study mainly investigates the relationships among VBN value-belief-norm (environmental moral obligation), technology acceptance model (perceived ease-of-use, perceived usefulness), and the intention to use designing sustainable packaging. A questionnaire survey was administered to consumers in various areas of Taiwan, and the responses were analyzed using statistical methods. The study results indicated the following: 1. The significant and positive impacts existed among VBN value-belief-norm (environmental moral obligation), perceived ease-of-use, perceived usefulness, and the intention to use sustainable packaging, with the influence of biospheric value in VBN on the new environmental paradigm being the most significant. 2. The consumers with various age and marital status had a significantly different perception on their intention to use designing sustainable packaging; the consumers with various age and occupation had a significantly different perception on their norms (environmental moral obligation), and when consumers purchased products that require packaging, whether they chose packaging with recyclable or reusable marks and functions had a significantly different perception on their VBN value-belief-norm, perceived ease-of-use, perceived usefulness, and intention to use designing sustainable packaging. Based on the analysis results above, we put forward suggestions regarding the recycling and reuse of resources, sustainable development technologies, and the cherishing of the ecological value of nature from the perspectives of consumers, companies, and the government.

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Identifying Factors Affecting Acceptance of Virtual Reality in Classrooms Based on Technology Acceptance Model (TAM)

Asian Journal of University Education ◽

10.24191/ajue.v15i2.7556 ◽

2019 ◽

Vol 15 (2) ◽

pp. 51 ◽

Cited By ~ 1

Author(s):

Faizah Abd Majid ◽

Nurshamshida Mohd Shamsudin

Keyword(s):

Virtual Reality ◽

Technology Acceptance ◽

Technology Acceptance Model ◽

Teaching And Learning ◽

Technology Innovation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

E Learning ◽

Acceptance Model

Technology Acceptance Model (TAM) has received great recognition through the various research conducted on determining users’ acceptance of relevant technology innovation. Past researches have focused on technology innovation in education such as e-learning, Learning Management Systems and online applications. The 21st century teaching and learning framework has identified the relevance of the Internet of Things (IoT) and online applications as part of the teaching and learning process. Besides e-learning, MOOCs, Virtual and Augmented Reality have also found their place in the emerging teaching and learning platforms. As Virtual Reality only became popularized in classrooms in the recent years, not much is known about users’ acceptance of this technology innovation in the classroom. This paper, which is based on the TAM, attempted to identify the factors that could affect the respondents’ acceptance of Virtual Reality (VR) in classrooms. Factors on the perceived ease of use (PEoU) and perceived usefulness (PU) affecting the respondents’ attitude and intention to use VR in their classrooms were studied. Employing a quantitative research design, a set of questionnaire based on constructs adapted by Davis (1989) and adapted from past researches (Ngai et al, 2005; Weng et al, 2018, Muhamad Sufi, 2019) was distributed to a group of in-service teachers who were pursuing their postgraduate studies in one of the faculties in Universiti Teknologi MARA. The data was analyzed using SPSS in determining the relationships between the independent variables and the dependent variables. The analysis has further confirmed past research findings. However, in the context of VR, some suggestions to improve current practice are suggested. Policymakers and decision-makers could be enlightened by the present study’s findings. Likewise, teachers may find VR a more convincing platform to be integrated in their classrooms.

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Analisa Pengaruh Penerapan E-Learning Terhadap Keaktifan Mahasiswa Dalam Kegiatan Belajar Mengajar

Jurnal Ilmiah Betrik ◽

10.36050/betrik.v7i01.9 ◽

2016 ◽

Vol 7 (01) ◽

pp. 19-27

Author(s):

Sasmita

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Structural Equation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

Equation Modelling ◽

E Learning ◽

Acceptance Model ◽

Behavioral Intention To Use

Penelitian ini memiliki tujuan untuk untuk menganalisa pengaruh penerapan e-learning terhadap keaktifan mahasiswa pada kegiatan pembelajaran di Sekolah Tinggi Teknologi Pagar Alam sehingga menjadi masukan dalam hal pengembangannya ke depan menggunakan Technology Acceptance Model (TAM). Variabel-Variabel yang digunakan ada 5 (lima) variabel yaitu Kegunaan persepsian (perceived usefulness), Sikap terhadap menggunakan teknologi (Attidute towards using technology, Minat perilaku menggunakan teknologi (Behavioral Intention to USe) kemudahan penggunaan persepsian (perceived ease of use)19,dan Penggunaan Teknologi Sesungguhnya (Actual Techology Use). Data yang digunakan dalam penelitian ini adalah data primer dari penyebaran kuesioner pada 150 mahasiswa pengguna e-learning di Sekolah Tinggi Teknologi Pagar Alam. Metode analisis menggunakan Structural Equation Modelling (SEM). Pengolahan data menggunakan SPSS.

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Utilization of Business Intelligence Tools among Business Intelligence Users

International Journal for Innovation Education and Research ◽

10.31686/ijier.vol9.iss6.3172 ◽

2021 ◽

Vol 9 (6) ◽

pp. 237-253

Author(s):

Emad Ahmed

Keyword(s):

Prediction Model ◽

Technology Acceptance ◽

Technology Acceptance Model ◽

Business Intelligence ◽

Ease Of Use ◽

Perceived Usefulness ◽

Perceived Ease Of Use ◽

Independent Variables ◽

Acceptance Model ◽

The Impact

The study was an investigation of the impact of perceived usefulness and perceived ease of use of business intelligence (BI) tools among users. The relationship between and among the dependent variable (utilization of BI tools) and the independent variables (perceived usefulness and perceived ease of use) was investigated through the lenses of technology acceptance model (TAM). Other objectives for the current research were to build a model to predict users’ utilization of the independent variables, and to generalize the results of the research to the IT population. Data for the current research was collected utilizing a survey questionnaire, designed by the researcher, with a 5-point Likert scale to interpret responses to the survey questions. The analysis consisted of descriptive statistics and multiple regressions models. A prediction model was structured using generalized linear models. The result of the study was the development of a prediction model for BI tools utilization through the lenses of a technology acceptance model (TAM). The model highlighted the importance of up-to-date information provided by current BI tools, ability of BI tools to provide users with more analytical tools to accomplish their jobs, the degree to which BI tools allow users to present convincing arguments, the ability of BI tools to provide users with more possible solutions, the ability of BI tools to reduce the time required to accomplish jobs, and the ability of BI tools to help users make relevant business predictions.

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INVESTIGATING STUDENTS ACCEPTANCE OF ELEARNING USING TECHNOLOGY ACCEPTANCE MODEL AMONG DIPLOMA IN OFFICE MANAGEMENT AND TECHNOLOGY STUDENTS AT UITM MELAKA

Journal of Information System and Technology Management ◽

10.35631/jistm.413002 ◽

2019 ◽

pp. 13-26 ◽

Cited By ~ 1

Author(s):

Siti Rosnita Sakarji ◽

Khalijah Mohd Nor ◽

Masliza Mohd. Razali ◽

Nashrah Talib ◽

Nurbarirah Ahmad ◽

...

Keyword(s):

Technology Acceptance ◽

Technology Acceptance Model ◽

Industrial Revolution ◽

Ease Of Use ◽

Perceived Usefulness ◽

Learning System ◽

Perceived Ease Of Use ◽

Office Management ◽

E Learning ◽

Acceptance Model

The Industrial Revolution 4.0 (IR 4.0) has given a new impetus to educational transformation. In recent years, education experts recognize the profound impact that a myriad of technological innovations in ICT is having on education. They agree that education 4.0 will be shaped by innovations and will indeed have to train students to produce innovations. E-learning has become an increasingly popular learning approach in higher education institutions (HEIs) due to the rapid growth of Internet technologies in Malaysia. The technology acceptance model (TAM) proposes that perceived ease of use and perceived usefulness predict applications usage. It has been integrated into many university programs and is one of the new learning trends. The study aims to investigate students’ acceptance towards e-learning system using the Technology Acceptance Model (TAM). The study was conducted to the students that undergone the Diploma in Office Management and Technology program from the Faculty of Business and Management, UiTM Melaka. The purpose of the study conducted was to investigate the level of students’ acceptance in terms of ease of use and perceived usefulness of e-learning. A set of questionnaires was used for data collection. Descriptive statistics were used to describe the demographic characteristics of the study respondents. All analysis was performed by using SPSS. A total of 50 students completed the survey questionnaire with a satisfactory response rate. It was found that the perceived ease of use and perceived usefulness has a significant effect on attitude toward e-learning. The respondents agreed that e-learning is very useful and makes it easier to study the course content. Students are found to be frequently engaged in using e-learning and believed it enhancing their academic performances. The outcomes will enrich the understanding of students’ acceptance of e-learning and will assist in its continuing implementation at UiTM Melaka.

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