scholarly journals Development and Validation of User Experience-Based E-Learning Acceptance Model for Sustainable Higher Education

2021 ◽  
Vol 13 (11) ◽  
pp. 6201
Author(s):  
Baqar Ali Zardari ◽  
Zahid Hussain ◽  
Aijaz Ahmed Arain ◽  
Wajid H. Rizvi ◽  
Muhammad Saleem Vighio
Keyword(s):  
Higher Education ◽  
Technology Acceptance ◽  
Information Quality ◽  
Research Study ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
Acceptance Model ◽  
Learning Portal

E-learning is a convenient way of learning through a portal. E-learning is being increasingly adopted in the world; however, the factors that influence the intention of users for accepting the e-learning technology have not been sufficiently explored, particularly in developing countries. Although many e-learning acceptance models do exist, the research on a user experience (UX)-based e-learning acceptance model is still lacking. As UX is one of the crucial factors for the acceptance of an e-learning portal, this research study aims to develop and validate a UX-based e-learning acceptance framework for sustainable higher education. In this connection, a web-based responsive e-learning portal for university students has been developed. The portal can be accessed from anywhere, at any time, and on any device, making the learning sustainable. The UX-based e-learning acceptance framework is developed by integrating the selected constructs of a widely accepted UX model, technology acceptance model (TAM), and four well-known constructs from various technology acceptance models. The constructs are appeal, pleasure, satisfaction, perceived ease of use, perceived usefulness, information quality, self-efficacy, social influence, benefits, and behavioral intention, which can predict the intentions of the students for acceptance of the e-learning portal. The data were collected from 650 university students using online and manual questionnaires. After data screening, 513 valid responses were further analyzed using structural equation modeling. According to the results, the framework fits the data well. The constructs satisfaction, perceived ease of use, perceived usefulness, information quality, self-efficacy, social influence, and benefits have a statistically significant effect on the behavioral intention of the students regarding the acceptance of the e-learning portal. The construct perceived ease of use has a statistical significant impact on perceived usefulness and pleasure. The construct appeal has a statistical significant impact on pleasure and satisfaction. Similarly, the construct pleasure has also a positive statistical significant impact on satisfaction. This research study contributes to the e-learning acceptance models by developing and validating the UX-based e-learning acceptance framework for sustainable higher education. The framework provides important insights for the acceptance of university based e-learning portals in the context of developing countries.

scholarly journals The COVID-19 Pandemic and the Acceptance of E-Learning among University Students: The Role of Precipitating Events

2021 ◽  
Vol 11 (8) ◽  
pp. 436
Author(s):  
Prageeth Roshan Weerathunga ◽  
W. H. M. S. Samarathunga ◽  
H. N. Rathnayake ◽  
S. B. Agampodi ◽  
Mohammad Nurunnabi ◽  
...  
Keyword(s):  
Higher Education ◽  
University Students ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
Acceptance Model

This study examined the effect of the COVID- 19 pandemic and related events on the use of e-learning, as well as other key determinants of it. The data were collected from 1039 university students in Sri Lanka. To examine the influence of the COVID-19 pandemic, which was viewed through the lens of precipitating events, on the intention–behaviour relationship, we employed the Technology Acceptance Model (TAM) with the inclusion of a moderating variable. While the findings indicated that the COVID-19 pandemic had clearly increased the usage of e-learning, we found no evidence to establish a moderating impact on the intention–behaviour relationship. The empirical model, however, was well fitted to the data, and the key components of the TAM were likewise adequately described by the relevant predictors. Furthermore, attitudes toward e-learning and perceived ease of use emerged as the most important factors in explaining behavioural intention, whereas relevance and experience were shown to be more significant in relation to perceived usefulness and perceived ease of use. Our work is significant because it adds to the existing empirical evidence on e-learning and supports the relevance of TAM in understanding the usage of e-learning even in extreme situations such as the COVID-19 pandemic. Our research has significant implications for educators and other higher education authorities.

Postgraduate Students’ Perceived E-Learning Acceptance

2013 ◽  
Vol 4 (3) ◽  
pp. 51-60
Author(s):  
M. R. K. N. Yatigammana ◽  
Md. Gapar Md. Johar ◽  
Chandra Gunawardhana
Keyword(s):  
Technology Acceptance ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Relative Advantage ◽  
Perceived Ease Of Use ◽  
Postgraduate Students ◽  
Geographically Dispersed ◽  
Postgraduate Studies ◽  
E Learning ◽  
Acceptance Model

E-learning is a method of delivering knowledge using information technology and electronic media for the remote users. The advantages of e-learning method can be fully achieved with the postgraduate studies as majority of the postgraduate students are engaged in learning while they are working and also geographically dispersed due to the family and work life thus physically appearing for the lecture sessions are difficult to them. This paper attempts to develop a framework to measure the postgraduate students’ perceived technology acceptance by developing a modified version of the Technology Acceptance Model (TAM) which replaces perceived usefulness and perceived ease of use in the original model of TAM with relative advantage and complexity and incorporate other variables of trialability, observability, compatibility, psychological wellbeing and social influence of the students. The developed model is validated using 30 postgraduate students from Sri Lanka and thus this model can be used in future researchers to measure the perceived e-learning acceptance of postgraduate students.

Validating the TAM model in Haryana state of India: During COVID-19

2021 ◽  
Vol 6 (1) ◽  
Author(s):  
komal Goyal ◽  
Ashutosh Nigam ◽  
Neha Goyal ◽  
Manisha Goyal
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
E Learning ◽  
Continuous Usage Intention ◽  
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.

scholarly journals Extending the Technology Acceptance Model to Understand Students’ Use of Learning Management Systems in Saudi Higher Education

2019 ◽  
Vol 14 (03) ◽  
pp. 4 ◽  
Author(s):  
Sami Saeed Binyamin ◽  
Malcolm Rutter ◽  
Sally Smith
Keyword(s):  
Higher Education ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Management Systems ◽  
Perceived Ease Of Use ◽  
Content Quality ◽  
Instructional Assessment ◽  
E Learning ◽  
Acceptance Model

Although learning management systems (LMS) have been widely adopted by higher educational institutions in many countries, they are considered an emerging technology in Saudi Arabia. Furthermore, research has demonstrated that the students’ use of them is not always satisfactory. This quantitative study investigated the factors that affect the students use of LMS in higher education by extending the technology acceptance model (TAM) and adapting eight external variables. Based on the probability multi-stage cluster sampling technique, online surveys were sent by email to 2000 students registered in three public universities in Saudi Arabia. 851 responses were submitted by participants, and 833 responses were used for data analysis. Using Partial Least Squares Structural Equations Modeling (PLS-SEM), the results revealed that perceived ease of use is affected by six factors (content quality, system navigation, ease of access, system interactivity, instructional assessment and system learnability). The findings confirmed that perceived usefulness has five determinants (content quality, learning support, system interactivity, instructional assessment and perceived ease of use). This research is relevant to researchers, decision makers and e-learning systems designers working to enhance students’ use of e-learning systems in higher education, in particular where there is not yet widespread adoption.

The Study of User Acceptance Toward E-Learning System in Higher Education

2017 ◽  
Vol 7 (2) ◽  
pp. 466
Author(s):  
Dana Indra Sensuse ◽  
Darmawan Baginda Napitupulu
Keyword(s):  
Higher Education ◽  
Technology Acceptance ◽  
Evaluation Model ◽  
User Acceptance ◽  
Positive Influence ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
E Learning

<p>E-learning is a model of delivering learning content electronically with the help of computers and multimedia. ABC University has implemented the e-learning system for two (2) years in order to improve the quality of teaching and learning process. This study aims to determine the level of user acceptance, especially from the perspective of students. In other words, this study also wants to evaluate the implementation of e-learning systems in higher education as well as identifying any factors that encourage students to use e-learning system especially in ABC University. The research method used was survey with the approach of TAM (Technology Acceptance Model) as the technology acceptance evaluation model consisting of two main factors: perceived ease of use and perceived usefulness. The results showed perceived usefulness significantly positive influence on user acceptance, while perceived ease of use did not significantly influence on user acceptance. The perceived ease of use also significantly positive influence perceived usefulness. The variance of user acceptance could be explained by two factors about 50.5%. </p>

scholarly journals Factor Driving E-Learning Adoption in Palestine: An Integration of Technology Acceptance Model and is Success Model

e-Finanse ◽  
2021 ◽  
Vol 17 (1) ◽  
pp. 41-49
Author(s):  
Ziad Aldammagh ◽  
Rabah Abdaljawad ◽  
Tareq Obaid
Keyword(s):  
Technology Acceptance ◽  
Paradigm Shift ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Individual Country ◽  
Is Success ◽  
E Learning ◽  
Acceptance Model

Abstract One of the most significant changes in the field of education in this information age is the paradigm shift from teacher-centered to learner-centered education. Along with this paradigm shift, understanding of students’ e-learning adoption behavior among various countries is urgently needed. Despite being one of the many countries that are still at the early stages in implementing e-learning, Palestine is a country that has recently seen an expansion in the number of students and the quality of education, which has involved high investment in e-learning. Hence, studies in this area of research interest have yet to be made known within the field of education. This study attempted to address the disparity within the literature for an individual country, Palestine, on the significant influences towards adopting e-learning. A model that investigates the effects of quality features, perceived ease of use, perceived usefulness on the intentions and satisfaction of the learners towards the effects of e-learning is proposed in this study. This model encompassed the constructs and variables embedded in TAM and ISSM along with instructor quality. The outcomes of the model, such as actual use and the moderating effect of technical support towards e-learning in Palestine, were investigated. The study proposed that the quality of the course, instructor, service and system as well as perceived usefulness determined the satisfaction among students in use e-learning.

scholarly journals ANALISIS PENERIMAAN SISTEM UJIAN ONLINE BERBAYAR DENGAN MENGGUNAKAN METODE TECHNOLOGY ACCEPTANCE MODEL (TAM) DAN WEBQUAL

2019 ◽  
Vol 1 (1) ◽  
pp. 61-72
Author(s):  
Eko Setiawan ◽  
Darius Antoni ◽  
Ahmad Haidar Mirza
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Behavioral Intention ◽  
Information Quality ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Acceptance Model ◽  
Behavioral Intention To Use

Technology Acceptance Model (TAM) dan Webqual merupakan teori penerimaan  teknologi yang digunakan dalam penelitian ini. Terdapat lima konstruk yang  digunakan dan merupakan gabungan dari konstruk-konstruk asli yang terdapat dalam TAM dan Webqual. Kelima konstruk tersebut adalah kemudahan pengguna persepsi (perceived ease of use / PEOU), kegunaan persepsi (perceived  usefulness / PU), kualitas interaksi layanan  (Service Interaction Quality of Website/ Web-SQ), kualitas informasi (Information Quality of Website/ Web-IQ), dan minat perilaku menggunakan teknologi (behavioral intention to use / BIUS). Model gabungan ini selanjutnya digunakan untuk meneliti sistem ujian online berbayar dengan studi kasus qualitiva.id. Penelitian ini selanjutnya akan menjelaskan tentang penerimaan sistem ujian online berbayar  pada pelajar, mahasiswa dan masyarakat umum. Jenis penelitian yang digunakan dalam penelitian ini adalah penelitian eksplanatori dengan teknik analisis data menggunakan pendekatan PLS. Data diperoleh dari responden yang merupakan siswa LKP PalComTech Palembang dengan menyebarkan kuesioner tertutup. Terdapat 142 sampel penelitian yang dianalisis menggunakan metode PLS dengan software smartPLS. Berdasarkan hasil analisis data diperoleh hasil sebagai berikut: (1) Konstruk PEOU mempengaruhi konstruk AT; (2) Konstruk PU mempengaruhi konstruk AT; (3) Konstruk AT pengaruh terhadap konstruk BIUS; (4) Konstruk Web-SQ  tidak memiliki  pengaruh  terhadap  konstruk BIUS;  (5)  Konstruk Web-IQ mempengaruhi konstruk BIUS; dan (6) Konstruk BIUS tidak memiliki pengaruh terhadap konstruk BV;. Selain itu koefisien variabel laten PU terhadap AT memiliki nilai paling besar diantara nilai koefisien variabel laten pada model hubungan antar konstruk lainnya

scholarly journals Effect Of Theoretical And Institutional Factors On The Adoption Of E-Learning

2016 ◽  
Vol 12 (16) ◽  
pp. 462 ◽  
Author(s):  
Mateko Okantey ◽  
Hillar Addo
Keyword(s):  
Technology Acceptance ◽  
Linear Regression Analysis ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Institutional Factors ◽  
Perceived Ease Of Use ◽  
Private And Public ◽  
E Learning ◽  
Acceptance Model ◽  
The Relationship

This paper examined the effect of theoretical and institutional factors that influenced the adoption of e-learning in Universities in Ghana. The study sought to improve understanding of the motivational factors behind the adoption of e-learning systems. This study extended the original Technology Acceptance Model (TAM) to include institutional factors. A sample of 600 lecturers was drawn from both private and public universities in Ghana. Correlation analysis was used to determine the relationship between e-learning and the theoretical factors as well as the relationship between e-learning adoption and institutional factors. Linear regression analysis was used to determine whether the theoretical factors predict e-learning adoption. The study revealed that e-learning was positively correlated to all the theoretical factors discussed. It was observed that significant relationship existed between Perceived Usefulness (PU) and e-learning, while the weakest relationship existed between e-learning and Perceived Ease of Use (PEOU). The research concluded that a lecturer’s adoption of e-learning depended on PEOU as well as PU. However, a lecturer’s adoption of e-learning was more dependent on a lecturer’s PU, that is, the degree to which the lecturer believed that using a particular system would enhance his or her job performance.

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

2017 ◽  
Vol 1 (2) ◽  
pp. 87-98 ◽  
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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