scholarly journals An investigation into e-learning acceptance and gender amongst final year students

2015 ◽  
Vol 17 (1) ◽  
Author(s):  
Willie Chinyamurindi ◽  
Herring Shava
Keyword(s):  
Technology Acceptance ◽  
South African ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
Electronic Learning ◽  
Gender Divide ◽  
E Learning

Background: The use of electronic learning (e-learning) systems is gaining popularity especially within a Higher Education (HE) context. However, scholars have identified some factors that affect the utilisation and the acceptance of such systems, one of which is the gender divide, which favours mostly males ahead of females.Objectives: The objective of this study was to investigate the acceptance of the e-learning system within a South African HE setting, including the influential role of gender in the acceptance of such a system. Method: Quantitative data was collected through a cross-sectional survey using 113 registered final year students at a South African university who were making use of an e-learning system as part of their teaching delivery. The measuring instrument used was the technology acceptance instrument (TAI) and included measures of computer self-efficacy (CSE), perceived ease of use (PEU), perceived usefulness (PU), and behavioural intention to use (BIU). Results: The presence of a gender divide was found to exist in this study. Women’s ratings of the acceptance of e-learning systems were found to be slightly higher than those of the male respondents. In addition to this, elements of the TAI were found to be related to one another. Conclusion: The study concludes by arguing that lecturers and facilitators need to pay attention to usage patterns of e-learning systems as they affect how such systems are adopted by their students. Therefore, preceding student acceptance of electronic learning systems should be efforts to address any issues that affect the acceptance and effective utilisation of such systems.

scholarly journals Investigating a theoretical framework for e-learning technology acceptance

2020 ◽  
Vol 10 (6) ◽  
pp. 6484 ◽  
Author(s):  
Barween Al Kurdi ◽  
Muhammad Alshurideh ◽  
Said A. Salloum
Keyword(s):  
University Students ◽  
Technology Acceptance ◽  
Theoretical Framework ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Learning System ◽  
Learning Technology ◽  
Perceived Ease Of Use ◽  
E Learning

E-learning has gained recognition and fame in delivering and distributing educational resources, and the same has become possible with the occurrence of Internet and Web technologies. The research seeks to determine the factors that influence students' acceptance of E-learning and to find out the way these factors determine the students' intention to employ E-learning. A theoretical framework was developed based on the technology acceptance model (TAM). To obtain information from the 270 university students who utilized the E-learning system, a questionnaire was formulated. The results revealed that “social influence, perceived enjoyment, self-efficacy, perceived usefulness, and perceived ease of use” are the strongest and most important predictors in the intention of and students towards E-learning systems. The outcomes offer practical implications for practitioners, lawmakers, and developers in effective E-learning systems implementation to improve ongoing interests and activities of university students in a virtual E-learning atmosphere, valuable recommendations for E-learning practices are given by the research findings, and these may turn out to be as guidelines for the efficient design of E-learning systems.

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.

scholarly journals THE INFLUENCE OF E-LEARNING CHARACTERISTICS AND BASIC ICT COMPETENCIES TO ACTUAL USAGE OF E-LEARNING: A PATH DIAGRAM MODEL

2015 ◽  
Vol 11 (2) ◽  
pp. 59
Author(s):  
I Made Suarta ◽  
I Ketut Suwintana
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Actual Usage ◽  
E Learning ◽  
Ict Competencies

In this paper, the Technology Acceptance Model (TAM) is extent with two external stimulus namely e-learning characteristics and basic ICT (Information and Communication Technology) competencies. The purpose of this study are (1) finding relationship between e-learning characteristics and lecturers’ basic ICT competencies with the perceived ease of use and perceived usefulness of e-learning; and (2) determining the effect of e-learning characteristics and lecturer basic ICT competencies to the actual usage of e-learning. Research subjects are Bali State Polytechnic lecturers who have attended the elearning training. In this study, to collect the data sample, a non-random sampling technique is adopted. The data is collected by self-administered questionnaires and is analyzed using structural equation modeling. Basic ICT competencies of the Bali State Polytechnic lecturers are good, but the level of actual usage of e-learning is very low. Basic ICT competence shows no significant effect on the perceived ease of use and perceived usefulness of e-learning. The actual usage of e-learning also has low implications. E-learning characteristics show a significant effect on perceived ease of use and perceived usefulness of e-learning, which implies the change attitude and behavior in the use of elearning. Characteristics of e-learning become a determinant factor in the adoption and use of elearning. The findings will help lecturer a better understanding to the mechanism of e-learning adoption. The study recommends for polytechnic institutions to make a systematic effort to provide lecturers with training on how to use e-learning system effectively. A further research to identify other factors that may influence lecturers' attitudes toward the adoption of e-learning system is demanded following this research.

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.

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 Are Computer Experience and Anxiety Irrelevant? Towards a Simple Model for Adoption of E-Learning Systems

2019 ◽  
Vol 9 (5) ◽  
pp. 112
Author(s):  
Aamer Hanif ◽  
Ahmed Faisal Siddiqi ◽  
Zunera Jalil
Keyword(s):  
Technology Acceptance ◽  
Behavioral Intention ◽  
Ease Of Use ◽  
External Factors ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Learning System ◽  
University Education ◽  
Computer Experience ◽  
E Learning

Massive growth of technology based e-learning systems is enabling student access to academic content from higher education institutions around the world. This study explores the antecedents of behavioral intention of students to use e-learning systems in university education to supplement classroom learning. A quantitative approach involving a structural equation model is adopted and research data collected from 358 undergraduate students is used for analysis. The study framework is based upon the technology acceptance model (TAM) and three external factors are proposed to influence the behavioral intention of students to use e-learning. Frequently used external factors in previous researches like computer experience and anxiety were not used and alternate factors were explored. Results show that self-efficacy, enjoyment and results demonstrability have a significant positive influence on perceived usefulness and on perceived ease of use of the e-learning system. The study contributes to understanding such contributory factors from the viewpoint of a student by suggesting that these factors hold well in the Pakistani academia culture where sufficient relevant empirical evidence did not exist due to lack of prior studies.

scholarly journals Aceptación y uso de los sistemas e-learning por estudiantes de Grado de Ecuador: El caso de una universidad estatal

2017 ◽  
Vol 13 (3) ◽  
pp. 548 ◽  
Author(s):  
Richard Ramirez-Anormaliza ◽  
Ferrán Sabaté ◽  
Xavier Llinàs-Audet ◽  
Oriol Lordan
Keyword(s):  
Technology Acceptance ◽  
Undergraduate Students ◽  
Structural Equation ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
State University ◽  
Perceived Ease Of Use ◽  
Validity And Reliability ◽  
E Learning

Purpose: The purpose of this research was to adapt the Technology Acceptance Model (TAM) to predict the use and intended use of e-learning systems among undergraduate students at a state university in Ecuador, with the intention of improving the understanding of those factors that could enhance the utilization of these systems and the implementation of policies to increase the benefits they bring to the process of teaching and learning.Design/methodology: The analysis has epistemological basis on the empirical-inductive, based on observation of perception. Based on the literature review on the evaluation and acceptance of e-learning systems, the model has been adapted to the case of Ecuador and a questionnaire with 52 items based on Likert scales was developed. The instrument was emailed to 600 undergraduate students from a state university in Ecuador, being 423 of them answered satisfactorily. We performed validity and reliability tests of structural equation model by partial least squares (PLS), with the support of statistical software SmartPLS.Contributions and results: The results indicate that all the hypotheses of TAM are met in the Ecuadorian context, when assessing the acceptance of e-learning systems among undergraduate students at a state university. The main contribution was to identify that the perceived enjoyment, social influence and computer self-efficacy have a direct effect on the two main constructs of TAM, perceived ease of use (PEOU) and perceived usefulness (PU). It was also found that satisfaction (S) is highly influenced by PU and S influences the use of e-learning systems, being the first a specific contribution of this study. Technical support showed no influence on the fundamental constructs of TAM.Limitations: The research was conducted to undergraduate students in one state Category B university of Ecuador, being the reality of this country more complex, as there are four categories with different characteristics. We haven’t considered neither age, gender, graduate students nor socioeconomic status, among other student characteristics that may affect the investigation.Practical implications: Identifying the factors that influence the acceptance and use of e-learning systems will help to create and improve teaching and learning environments for undergraduate students. Allowing exploiting the benefits of these technological tools more efficiently, adapting them to management policies of the institutions of higher education.Originality/value: This paper presents empirical data on the use and acceptance of e-learning systems for undergraduate students of a particular university in Ecuador. No similar studies are evident in the country and the model can be considered for future studies of national scope.

scholarly journals TAM Analysis on The Factors Affecting Admission of Students for Ruangguru Application

2019 ◽  
Vol 15 (2) ◽  
pp. 1-14
Author(s):  
Riyan Latifahul Hasanah ◽  
Fanny Fatma Wati ◽  
Dwiza Riana
Keyword(s):  
Technology Acceptance ◽  
Behavioral Intention ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Advanced Technology ◽  
Perceived Ease Of Use ◽  
Online Questionnaire ◽  
Actual System ◽  
E Learning

A new paradigm emerged in the field of education along with the development of increasingly advanced technology, namely the emergence of an electronic learning system known as e-learning. One of the e-learning media that is currently popular in Indonesia is Ruangguru online learning application that can be accessed through smartphone. The purpose of this study is to analyze the factors that influence student’s acceptance of Ruangguru application using Technology Acceptance Model (TAM) method. The 5 (five) constructs of the TAM research model were used, namely Perceived Usefulness, Perceived Ease of Use, Attitude Toward Using, Actual System Use, and Behavioral Intention of Use. The data collection used is an online questionnaire with purposive sampling technique. The results show that Attitude Towards Using did not have a significant effect on Behavioral Intention of Use, meaning that the students’ attitude towards using of did not affect students' intentions in using Ruangguru application. At the same time, the relationship of Perceived Ease of Use to Perceived Usefulness is the most significant influence where the ease in using Ruangguru application makes users feel that Ruangguru application is useful.

scholarly journals Antecedents of Blackboard Adoption by Lecturers at a South African Higher Education Institution – Extending GETAMEL

2021 ◽  
Vol 16 (01) ◽  
pp. 60
Author(s):  
Obert Matarirano ◽  
Nobert Rangarirai Jere ◽  
Hlanganani Siqondile Sibanda ◽  
Manoj Panicker
Keyword(s):  
Higher Education ◽  
Technology Acceptance ◽  
South African ◽  
Structural Equation ◽  
Ease Of Use ◽  
The Body ◽  
Perceived Usefulness ◽  
University Management ◽  
Perceived Ease Of Use ◽  
E Learning

Learning Management Systems (LMS) have become central to the teaching and learning in Higher Education Institutions (HEI). The aim of this paper was to test the constructs of the General Extended Technology Acceptance Model for e-Learning (GETAMEL) and some selected constructs from the other Technology Acceptance Models (TAM) on adoption and use of Black-board LMS by lecturers at a selected university in South Africa. A cross sec-tional electronic survey was carried out to obtain data from 101 lecturers, who were conveniently sampled to express their perceptions on BLMS. Structural equation modelling, utilising SmartPLS3, was used to analyse the collected data. The results confirmed that behavioural intention (BI) influ-enced actual use whilst BI in turn was influenced by perceived usefulness (PU) and subjective norm (SN). Attitude was influenced by PU but had no significant effect on BI. The external factors that influenced perceived ease of use (PEOU) included perceived enjoyment (ENJOY), system self-efficacy (SE), and system anxiety (ANX) whilst PU was influenced by job relevance (JR) and PEOU. University management at the HEI under study should con-sider the determinants of SE, ENJOY and ANX if they need effective utilisation of Blackboard by the lecturers. The study findings imply that a LMS that is adopted and used is one that is considered useful, otherwise users will be reluctant to use it. The findings can assist HEIs in preparing their lecturers before implementation of any e-learning systems, such as training and technical support, thus, enhancing LMS adoption and utilisation. This study contributes to the body of knowledge on antecedents of LMS adoption and use. In addition, it establishes the applicability of GETAMEL in a South African university context.

scholarly journals IMPACT OF COVID-19 PANDEMIC ON ACCEPTANCE OF E-LEARNING SYSTEM IN JORDAN: A CASE OF TRANSFORMING THE TRADITIONAL EDUCATION SYSTEMS

2020 ◽  
Vol 8 (4) ◽  
pp. 840-851
Author(s):  
Manaf Al-Okaily ◽  
Hamza M Alqudah ◽  
Ali Matar ◽  
Abdalwali Lutfi ◽  
Abdallah Taamneh
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Mediation Effect ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
Acceptance Model

Purpose of the study: This paper aimed at investigating factors influencing students’ intention to use e-learning within the context of Jordan. The proposed model integrated subjective norms with the extended Technology Acceptance Model (TAM). Methodology: The data collected 587 students from Jadara University. Data were analyzed using Partial Least Squares - Structural Equation Modelling (PLS-SEM). Main Findings: The result has confirmed the direct effect of all variables. Next, the result has also shown that the mediation effect of perceived usefulness and perceived ease of use between subjective norm and the behavioral intention to use the E-learning system was partially supported. Applications of this study: The results of the current work may contribute to the improvement of the existing literature in the e-learning acceptance fields, and can be applied as an essential input for the development of the recent e-learning training programs. Novelty/Originality of this study: The present work is intended to conclude a series of concrete research data as well as to contribute a new angle to the existing literature on students’ perception of the e-learning system.  

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