scholarly journals Validation of a TAM Extension in Agriculture: Exploring the Determinants of Acceptance of an e-Learning Platform

2021 ◽  
Vol 11 (10) ◽  
pp. 4672
Author(s):  
Ivonne Angelica Castiblanco Jimenez ◽  
Laura Cristina Cepeda García ◽  
Federica Marcolin ◽  
Maria Grazia Violante ◽  
Enrico Vezzetti
Keyword(s):  
Technology Acceptance ◽  
Time Management ◽  
Agricultural Sector ◽  
Geographical Location ◽  
Ease Of Use ◽  
Content Quality ◽  
Learning Platform ◽  
Primary Determinant ◽  
E Learning ◽  
Acceptance Model

Supporting education and training initiatives has been identified as an effective way to address Sustainable Development Challenges. In this sense, e-learning stands out as one of the most viable alternatives considering its advantages in terms of resources, time management, and geographical location. Understanding the reasons that move users to adopt these technologies is critical for achieving the desired social objectives. The Technology Acceptance Model (TAM) provides valuable guidelines to identify the variables shaping users’ acceptance of innovations. The present study aims to validate a TAM extension designed for FARMER 4.0, an e-learning application in the agricultural sector. Findings suggest that content quality (CQ) is the primary determinant of farmers’ and agricultural entrepreneurs’ perception of the tool’s usefulness (PU). Furthermore, experience (EXP) and self-efficacy (SE) shape potential users’ perceptions about ease of use (PEOU). This study offers helpful insight into the design and development of e-learning applications in the farming sector and provides empirical evidence of TAM’s validity to assess technology acceptance.

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.

Effectiveness of Adopting Cloud-Based E-Learning at Qassim University

2020 ◽  
Author(s):  
Norah Alajlan ◽  
Mohammed Hadwan ◽  
Dina M Ibrahim
Keyword(s):  
Technology Acceptance ◽  
Extrinsic Motivation ◽  
Ease Of Use ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
Learning Platform ◽  
Proposed Model ◽  
E Learning ◽  
Acceptance Model ◽  
Significant Factors

Abstract The growth of cloud computing (CC) is noticeable in Saudi Arabia, especially in educational institutions. To have an effective E-learning platform, CC is widely used due to its capabilities. This research studying the factors affects the adoption of cloud-based E-learning at Qassim University (QU) from the student’s perspective. A model proposed to measure the effectiveness of the current E-learning system at QU and to identify the significant factors required to encourage students to keep using it. The proposed model includes the theory of motivation, the theory of technology acceptance model and characteristics of CC. Data collected from 114 students analyzed using SmartPLS. Results show the perceived ease of use and extrinsic motivation are significant factors that means have high effects on the intention to use (ITU). While other factors such as availability, collaboration and intrinsic motivation are insignificant that have less or no effect on the ITU cloud-based E-learning.

scholarly journals Acceptance of E-learning among university students in UAE: A practical study

2020 ◽  
Vol 10 (4) ◽  
pp. 3660 ◽  
Author(s):  
Ahmad Qasim Mohammad AlHamad
Keyword(s):  
University Students ◽  
Technology Acceptance ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
Learning Platform ◽  
E Learning ◽  
Acceptance Model

The objective of the study is to find out the factors which affect the acceptance of E-learning among students and how the students’ purpose of using E-learning is determined by these factors. The research was based on the Technology Acceptance Model (TAM). The researcher developed a questionnaire to gather data from a sample of 366 university students who actively used the E-learning system. According to the results of the study, subjective norms, perceived usefulness, perceived ease of use, enjoyment, and accessibility” are the vital predictors behind the intention of students for using E-learning systems. This indicates that extended TAM is applicable in the UAE. The results show that policymakers and education developers should take E-learning system seriously since it can be opted not just as a technological solution but also as a learning platform for students belonging to a distant area. The results present practical implications for education developers, policymakers and practitioners in devising useful plans to implement E-learning systems.

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.

scholarly journals Exploring the Critical Factors, the Online Learning Continuance Usage during COVID-19 Pandemic

2021 ◽  
Vol 13 (10) ◽  
pp. 5471
Author(s):  
Chuan-Yu Mo ◽  
Te-Hsin Hsieh ◽  
Chien-Liang Lin ◽  
Yuan Qin Jin ◽  
Yu-Sheng Su
Keyword(s):  
Online Learning ◽  
Technology Acceptance ◽  
Family Support ◽  
Technology Acceptance Model ◽  
Online Teaching ◽  
Ease Of Use ◽  
Critical Factors ◽  
Factors Affecting ◽  
E Learning ◽  
Acceptance Model

In order to enable online learning to continue developing when the COVID-19 pandemic passes, this study aimed to identify the critical factors that affected the use of e-learning by university students during the pandemic. These critical factors will help to increase the efficiency of future development and deployment of online learning systems. Through a literature review, this study employed the technology acceptance model, social support, and task–technology fit as the theoretical basis to establish the framework of the online learning environment with regards to the technology acceptance model in the context of emergency management. A questionnaire survey was administered to students in universities that had implemented online teaching during the pandemic, and 552 valid responses were collected. The survey explored the factors affecting the willingness of higher education institution students to continue using online learning, and the following conclusions were drawn. (1) The easier an online learning platform was to navigate, the better it was perceived by the students, and thus the students were more willing to use it. (2) Ease of use and usefulness were associated with the teachers’ choice of platform and their ability to achieve a satisfactory fit between the course design and platform navigation, which thereby affected the students’ learning outcomes and attitude towards use. (3) The positive attitude of teachers towards teaching increased the students’ perceived ease of use of online learning. (4) During the pandemic, family support—a major support for teachers in online teaching—enhanced teachers’ attitudes towards, and willingness to provide, online teaching. A high level of support showed that the parents urged the students to learn and complete online learning tasks as instructed by the teachers, implying that family support could affect the students’ habits towards, adaptation to, and identification of online learning. The study results provide insights into the factors affecting the willingness of teachers and students to continue using e-learning platforms.

scholarly journals Students’ Perceptions of Flipped Approach in EFL Classroom: A Survey Research

2020 ◽  
Vol 5 (2) ◽  
pp. 393
Author(s):  
Eka Duriyatul Muhlisoh ◽  
Asih Santihastuti ◽  
Eka Wahjuningsih
Keyword(s):  
Language Learning ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Flipped Classroom ◽  
Learning Processes ◽  
Flipped Learning ◽  
Learning Platform ◽  
Writing Class ◽  
E Learning ◽  
Acceptance Model

<p>This research investigated the implementation of Flipped Approach in EFL classroom with the implementation of the E-learning platform. The participants were 42 sophomore English majors of Advanced Paragraph Writing class at Jember University. A within-subjects research design exposed all participants to have Writing Class by flipped learning and to use the E-learning platform. A one-shot survey design was used in this research by distributing two questionnaires “Perception of Flipped Learning Experience” and “Technology Acceptance Model” and doing the in-class observations as “Flipped Note” to collect the data. Data were analyzed quantitatively through SPSS 16.0 by applying the formula of Descriptive Statistics. The results of this research revealed that the implementation of the flipped approach in the classroom: (1) motivated the students in learning the materials, (2) enhanced the students’ knowledge, (3) and engaged them more in the learning tasks. They explained that the flipped approach gave them a new experience in language learning processes, in which they learned the materials before coming to the classroom so that they could criticize the materials. This way of learning aligns with the idea of student-centred learning. It is notable, however, that the students who did not learn the materials yet, could not criticize the materials and could not reach better outcomes in flipped classroom Moreover, the use of E-learning in the flipped classroom gave the students beneficial outcomes in the learning processes. Students revealed on the Technology Acceptance Model questionnaire that E-learning facilitates them properly, and they wanted to look forward to having E-learning in the future learning processes. Despite this finding, there remain limitation on the “server down” issue which needs to be straightened for more accessible E-learning among users.</p>

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 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 MODEL PENERIMAAN DAN PEMANFAATAN TEKNOLOGI: E-LEARNING DI PERGURUAN TINGGI

2020 ◽  
Vol 8 (1) ◽  
pp. 110
Author(s):  
Fajar Arianto ◽  
Lamijan Hadi Susarno ◽  
Utari Dewi ◽  
Alfi Fatimatus Safitri
Keyword(s):  
Technology Acceptance ◽  
Structural Equation Model ◽  
Structural Equation ◽  
User Behavior ◽  
Equation Model ◽  
Ease Of Use ◽  
Research Subjects ◽  
E Learning ◽  
Moderate Effect ◽  
Acceptance Model

E-learning is a kind of learning by utilizing information and communication technology. The success of using e-learning influenced by various factors. Technology Acceptance Model (TAM) is a model developed by Davis (1989) that is used to find out the acceptance and use of technology. The purpose of TAM is to explain the determinants of computer acceptance in general, which can explain user behavior in various computing technologies of end-users and user populations, saving time and theoretically justified. This model aims to predict and explain the factors that need to be corrected. This study focused on six variables, namely the perception of use, the perception of ease, attitude, and behavior. The analysis technique used to analyze data was SEM (Structural Equation Model) analysis. The research subjects were 262 students. The results of this study were (1) perception of use had a strong effect on the attitude of the use of e-learning, (2) perception of ease had a strong effect on the attitude of the use of e-learning, (3) perception of use had a moderate effect on the behavior of the use of e-learning, (4) perception of ease had a moderate effect on e-learning usage behavior, and (5) strong e-learning attitude toward e-learning behavior. The use of e-learning must pay attention to the user's attitude towards the technology used and the user's perception of the ease of use. AbstrakE-learning merupakan pembelajaran dengan memanfaatkan teknologi onformasi dan komunikasi. Keberhasilan dalam penggunaan e-learnig dipengaruhi berbagai faktor. Teknologi Acceptance Model (TAM) merupakan model yang dikembangkan oleh Davis (1989) yang digunakan untuk mengetahui mengetahui penerimaan dan penggunaan pemenfaatan teknologi. Tujuan dari TAM adalah untuk memberikan penjelasan tentang faktor-faktor penentu penerimaan komputer secara umum, mampu menjelaskan perilaku pengguna di berbagai teknologi komputasi pengguna akhir dan populasi pengguna, hemat waktu dan secara teoritis dibenarkan. Model ini bertujuan untuk memprediksi dan menjelaskan faktor-faktor yang perlu diperbaiki. Pada penelitian ini memfokuskan pada enam variabel, yaitu persepsi penggunaan, persepsi kemudahan, sikap, dan perilaku. Teknik analisa yang dipergunakan untuk menganalisis data adalah analisis SEM (Structural Equation Model). Subjek penelitain berjumlah 262 mahasiswa. Hasil dari penelitian ini adalah (1) persepsi penggunaan berpengaruh yang kuat terhadap sikap penggunaan e-learning, (2) persepsi Kemudahan berpengaruh yang kuat terhadap sikap penggunaan e-learning, (3) persepsi Penggunaan berpengaruh yang sedang terhadap perilaku penggunaan e-learning, (4) persepsi Kemudahan berpengaruh yang sedang terhadap perilaku penggunaan e-learning, dan (5) sikap penggunaan e-learning yang kuat terhadap perilaku penggunaan e-learning. Penggunaan e-learning harus memperhatikan sikap pengguna terhadap teknologi yang digunakan dan persepsi pengguna terhadap kemudahan penggunaan. 

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