scholarly journals Investigating IT Faculty Resistance to Learning Management System Adoption Using Latent Variables in an Acceptance Technology Model

2015 ◽  
Vol 2015 ◽  
pp. 1-11 ◽  
Author(s):  
Fatiha Bousbahi ◽  
Muna Saleh Alrazgan
Keyword(s):  
Technology Acceptance ◽  
Organizational Support ◽  
Latent Variables ◽  
Faculty Members ◽  
Full Potential ◽  
Personal Factors ◽  
E Learning ◽  
Learning Management ◽  
Acceptance Model ◽  
The University

To enhance instruction in higher education, many universities in the Middle East have chosen to introduce learning management systems (LMS) to their institutions. However, this new educational technology is not being used at its full potential and faces resistance from faculty members. To investigate this phenomenon, we conducted an empirical research study to uncover factors influencing faculty members’ acceptance of LMS. Thus, in the Fall semester of 2014, Information Technology faculty members were surveyed to better understand their perceptions of the incorporation of LMS into their courses. The results showed that personal factors such as motivation, load anxiety, and organizational support play important roles in the perception of the usefulness of LMS among IT faculty members. These findings suggest adding these constructs in order to extend the Technology acceptance model (TAM) for LMS acceptance, which can help stakeholders of the university to implement the use of this system. This may assist in planning and evaluating the use of e-learning.

scholarly journals Analysis of Learning Governance Using E-Learning with Technology Acceptance Model (TAM) In the Covid-19 Pandemic ERA

2021 ◽  
pp. 80-88
Author(s):  
Nurohman1 ◽  
Nurhayati ◽  
Wiji Lestari
Keyword(s):  
Data Processing ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Organizational Support ◽  
User Satisfaction ◽  
Learning System ◽  
Research Approach ◽  
E Learning ◽  
Acceptance Model ◽  
Strongly Agree

The learning with e-learning is not only due to aspects of the development of information technology but also due to the Covid-19 pandemic. The Covid-19 pandemic has forced all levels of society to adhere to the New Normal way of life. Elearning is a solution for learning in this pandemic era. This study will examine the analysis of learning management with Eleaning at Duta Bangsa University Surakarta with the Technology Acceptance Model (TAM) approach during the Covid-19 pandemic. This study uses a descriptive research approach with research respondents consisting of 25 lecturers and 48 students. Research data collection was carried out using an online questionnaire. The questionnaire consists of 16 questions which are the elaboration of 8 items of user satisfaction parameters in the use of the Elearning System. The eight items are Content, Format, Accuracy, Timeliness, Ease of Use, User Attitudes Towards Systems, Organizational Support and Perceived Attitude of Top Management. The results of testing and data processing, both data from lecturers and students, are normally distributed, with the Kolmogorov-Smirnov test. The results of testing the data related to the 16 questionnaire questions also show that the data is valid and reliable. User satisfaction with the implementation of learning through the Elearning System during the Covid-19 pandemic is quite high, above 75% strongly agree, even from 8 items, 7 items on average are above 80% strongly agree. From the results of data processing per item, an average of 4.15 was obtained for lecturer respondents, which means that acceptance strongly agrees with the E-learning system around 83.0%. For student respondents the average is 4.11, which means that the acceptance of the E-learning system is 82.2%. Content occupies the highest satisfaction score of 89.2% for lecturers and 86.2% for students. While the lowest level of satisfaction is organizational support, the satisfaction rate for lecturers is 76.4% and students are 77.8%.

scholarly journals Assessing the Impact of Organizational Support and Prior Project Training: A Structural Equation Modeling Approach

2017 ◽  
Vol 12 (3) ◽  
pp. 204
Author(s):  
Iman M. Adeinat ◽  
Fatheia H. Abdulfattah
Keyword(s):  
Higher Education ◽  
Structural Equation Modeling ◽  
Technology Acceptance ◽  
Organizational Support ◽  
Structural Equation ◽  
Faculty Members ◽  
Equation Modeling ◽  
Two Factors ◽  
Acceptance Model ◽  
The Impact

The eLearning industry has grown rapidly in recent years, and as a result in the context of higher education there is significant interest in implementing and managing eLearning through Learning Management Systems (LMS). This study uses the Technology Acceptance Model (TAM) to test faculty members’ acceptance of a new LMS using structural equation modeling (SEM). In addition, the study extends the model by incorporating two external factors: training programs on the new LMS conducted prior to implementation and organizational support for the new LMS. Each of these two factors is generally believed to have a significant impact on the acceptance of a new LMS on the part of faculty members. The results of this study validate the use of TAM in the context of higher education. Further, our findings affirm the importance of providing training in regard to the LMS before implementation and likewise the importance of providing organizational support.

A Dashboard-based System to Manage and Monitor the Progression of Undergraduate IT Degree Final Year Projects

2021 ◽  
Vol 29 (4) ◽  
pp. 235-256
Author(s):  
Nooralisa Mohd Tuah ◽  
Ainnecia Yoag ◽  
Dinna@Nina Mohd Nizam ◽  
Cheang Wan Chin
Keyword(s):  
Technology Acceptance ◽  
User Behavior ◽  
System Development ◽  
Full Potential ◽  
Course Management ◽  
Work Processes ◽  
Application Development ◽  
E Learning ◽  
System Acceptance ◽  
Acceptance Model

Having a system to process and store information securely is crucial for an e-learning environment in a higher learning institute. Data recorded manually is deemed unsuitable as it may lead to mishandling of documents, poor record of documents movements, and even missing documents. A final year project (FYP) subject for a particular university’s course would need a specific management system to alleviate the work processes of supervision and monitor student progress. This system would reduce cost, paperwork, staffing and even simplify the workflow process. Therefore, introducing a student dashboard-based system for the FYP course is proposed in this study. This paper presents a smart system utilizing data analytics and a dashboard that enables the students to self-monitor, track progress and manage important information related to their FYP. The system development followed stepwise Rapid Application Development (RAD) methodology in developing the system. The developed system has been designed, developed, and tested by university students taking FYP courses. A Technology Acceptance Model (TAM) was adopted in the testing phase to examine the system acceptance and user behavior intention in using the proposed system. The results showed a significant effect on a positive implementation in the faculty’s course management and monitoring the student’s FYP progress. For the dashboard-based system to reach its full potential, it is highly recommended to implement the system in its course management fully.

E-learning, resilience and change in higher education: Helping a university cope after a natural disaster

2017 ◽  
Vol 14 (5) ◽  
pp. 259-274 ◽  
Author(s):  
Kofi Ayebi-Arthur
Keyword(s):  
Technology Acceptance ◽  
Generic Model ◽  
Video Recordings ◽  
Business College ◽  
Audio Recordings ◽  
E Learning ◽  
Change In Higher Education ◽  
College Of Business ◽  
Acceptance Model ◽  
The University

This paper presents a case study of one College of Business (College of Business and Law from 2013) impacted in 2011 by earthquakes in New Zealand. Analyses from interviews of nine staff and documents were used to describe processes of increasing resilience with e-learning over the worst seismic events. Increasing deployment of the University’s learning management system by staff and students plus audio recordings and video recordings of lectures enabled the College to continue its teaching. The Technology Acceptance Model and the generic model of organisational resilience by Resilient Organisations informed the analysis of the adoption and adaptation of e-learning than continued after the crises in the university.

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 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 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 Exploring Students’ Acceptance of E-Learning Through the Development of a Comprehensive Technology Acceptance Model

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 128445-128462 ◽  
Author(s):  
Said A. Salloum ◽  
Ahmad Qasim Mohammad Alhamad ◽  
Mostafa Al-Emran ◽  
Azza Abdel Monem ◽  
Khaled Shaalan
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
E Learning ◽  
Acceptance Model

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>

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