scholarly journals The Effects of UTAUT and Usability Qualities on Students’ Use of Learning Management Systems in Saudi Tertiary Education

10.28945/4659 ◽  
2020 ◽  
Vol 19 ◽  
pp. 891-930
Author(s):  
Ahmed Alshehri ◽  
Malcolm J Rutter ◽  
Sally Smith
Keyword(s):  
Higher Education ◽  
Saudi Arabia ◽  
Technology Acceptance ◽  
Tertiary Education ◽  
Perceived Usefulness ◽  
Learning System ◽  
E Learning ◽  
Learning Management ◽  
Organisational Factors ◽  
The Impact

Aim/Purpose: This study proposes a theoretical framework that amalgamates Unified Theory of Acceptance and Use of Technology (UTAUT) variables with usability metrics to investigate the impact on students’ intention and use of the Learning Management System (LMS) in Saudi higher education. Background: There is a dearth of academic research on Saudi higher education to examine the effects of usability factors on students use of LMSs, so significant issues have not yet been examined. Methodology: Based on survey data from 605 respondents, the Partial Least Squares Structural Equation Modelling (PLS-SEM) technique was employed to assess the model. Contribution: The findings of the study may help colleges and universities to gain insights into the best way to promote e-learning system perceived usefulness and acceptance among students. Findings: The results confirmed that the UTAUT parameters are valid and robust in the context of LMS in Saudi Arabia. The dimension of social influence emerged to significantly influence the students’ intention and usage behaviour. The performance expectancy was affected by information quality and the system interactivity whereas the effort expectancy was influenced by system navigation, system learnability, and instructional assessment. The usability feature of interactivity was also demonstrated to influence students’ willingness to use the system. Recommendations for Practitioners: University policymakers are expected to benefit from this research for e-learning system acceptance in an academic setting and eliminate any impediments to its implementation. University students will be able to identify the factors and motivations driving their adoption of the system. In particular, usability, social, and organisational factors that affect their use of an e-learning system would be better understood. Recommendation for Researchers: The study should aid the research community in technology acceptance and usability studies to determine the students’ perceptions and experiences towards e-learning usability, social, and organisational factors that influence their acceptance, specifically in a Saudi context where students have unique psychological and social characteristics. Administrators and designers could also better understand areas of improvement for usability issues and develop design solutions based on the findings of this study. Impact on Society: The suggestions have been offered in order to accelerate and increase the use of e-learning services in Saudi higher education. System designers and administrators should have a better insight into the user interface design, considering system-independent metrics that could enhance user acceptance of e-learning systems. Future Research: The study focused on the students’ perspective, a natural progression of this work is to involve other e-learning stakeholders (teachers and administrators). This could enrich the research by providing a better understanding of undisclosed issues, offering different views about the implementation and use of an e-learning system in Saudi Arabia.

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 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.

scholarly journals Customer's Adoption of Mobile Government Services: The Role of Trust and Information Privacy

2021 ◽  
Vol 9 (1) ◽  
pp. 20-27
Author(s):  
Dr. Sulaiman Althuwaini ◽  
Dr. Mohamed Saleh Salem
Keyword(s):  
Saudi Arabia ◽  
Technology Acceptance ◽  
Mobile Services ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Technologies ◽  
Security And Privacy ◽  
Intention To Use ◽  
Government Services ◽  
The Impact

The purpose of the study is to examine the factors that impact the intention of Saudi citizens to use a mobile government smartphone application (Absher). Saudi Arabia seeks to invest and develop the infrastructure of the government’s mobile services, to be one of the leading countries in the region. Smartphone applications backed by mobile technologies have changed mobile services use which permit anywhere at any time access. Drawing on technology acceptance theories and relevant literature, this study developed and tested a structural model that integrates factors perceived usefulness, perceived ease of use, perceived privacy and trust in order to investigate the predictors of Absher use intention in the Saudi Arabia. The proposed model is tested using structural equation model (SEM) on data collected using an online questionnaire. Statistical analysis revealed that intention to use Absher was significantly associated with perceived trust, security and privacy, ease of use, and usefulness. Drawing on the technology acceptance model and trust theory, this study develops and empirically examines a model for users' intention to use mobile government services. This study contributes to the marketing literature by examining the impact of PU, PEOU and trust on mobile government services acceptance in developing countries.

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 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 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 An Empirical Study of Students' Intention to Use Cloud E-Learning in Higher Education

2020 ◽  
Vol 15 (09) ◽  
pp. 19
Author(s):  
Lillian-Yee-Kiaw Wang ◽  
Sook-Ling Lew ◽  
Siong-Hoe Lau
Keyword(s):  
Higher Education ◽  
Technology Acceptance ◽  
Social Cognitive ◽  
Target Population ◽  
Perceived Usefulness ◽  
Learning Object ◽  
Intention To Use ◽  
Is Success ◽  
Content Quality ◽  
E Learning

Technological progress has resulted in constant change of social structures and led to continuous evolution of attitudes and values. Thus, a timely and compre-hensive integrated technology acceptance framework was established, and factors predicting intention to use Cloud e-learning were empirically identified. A total of 11 determinants from varying sources of IS success, learning object criteria, technology acceptance, motivations, social cognitive, and expectancy values were unified and analysed in an integrated manner. The target population for this study was a group of IT students in a private university in southern region Malaysia. The results obtained from this study observed that content quality, pedagogical quality, perceived usefulness, social influence, attainment value, and utility value significantly predict intention to use Cloud e-learning. By integrating IS success, learning object criteria, technology acceptance, motivations, social cognitive, and expectancy values into a single framework, new insights on Cloud e-learning ac-ceptance in higher education can be attained.

scholarly journals Benefits and challenges of applying e-learning in the Georgian higher education system

2021 ◽  
Vol 16 (02) ◽  
pp. 12-32
Author(s):  
Giorgi Abashishvili Giorgi Abashishvili
Keyword(s):  
Higher Education ◽  
Education System ◽  
Tertiary Education ◽  
Developed Countries ◽  
Learning System ◽  
Teaching Staff ◽  
Deep Roots ◽  
Learning Platform ◽  
Percentage Points ◽  
E Learning

E-learning has an increasingly important role within the ever-growing tertiary education system in many developed countries. While the research on e-learning is still relatively a novel discipline, with even a universally accepted definition being absent, there are numerous indications pointing to its increasing importance. For example, in the US alone, some 35% of university students take at least one online degree, while the ratio has been steadily increasing in the recent years. There are numerous underlying factors which support the intensification of e-learning. Most countries cannot keep up with the increasing demand for tertiary education by merely expanding their traditional universities – be it because of high needed fixed investments, or because or elevated costs of engaging the relatively scarce teaching staff. In the same time, the ICT revolution – as well as the ongoing COVID outbreak – both facilitate and require shifts to a delocalized contact between students and the teaching staff. In sum, this provides many developing countries with a mechanism of provision of tertiary education to large masses of prospective students without having to invest in physical infrastructure. However, this is not a process without challenges. Regulation in many countries is only yet to cope with these technology and demography-induced shifts in education. Some academic fields are not yet appropriate for distance learning. Cheating and plagiarism could be widespread if not tackled with appropriate strategies and technological solutions. This document examines these elements by providing an overview of the experiences in some of the countries where the e-learning system already took deep roots. Georgia has much to gain if it includes e-learning in its tertiary education system. Georgia at this moment is, seemingly, one of the few relatively developed countries which still do not have a fully-fledged and accredited e-learning platform within its tertiary education system. However, as World Bank data show, some 64% of Georgia’s high school graduates successfully enroll to a university, which is approx. 10 percentage points lower than OECD average, or as much as 25-30 percentage points lower than some of the world’s top education performers, such as Finland, the Netherlands or South Korea. While this gap needs to be bridged if Georgia is to tap the potential of the ongoing technological revolution, introduction of e-learning to its system may be of significant help, while it would not incur large additional costs. Indeed, numerous international examples show that in many countries, the number of students enrolled to universities soared following the introduction of e-learning, while the quality of education has not declined. In terms of increasing the base of potential enrollments, in Georgia’s case it is important to underline that e-learning may also be a mean of reaching out and connecting with members of the numerous Georgian diaspora. Also, setting up an e-learning platform also helps the universities to engage top lecturers in many educational domains at relatively low cost, meaning that more students may be given a higher quality education. COVID-19 outbreak is a case in point. The ongoing pandemics outbreak has shown, among other, that true business continuity for many education institutions, at all education levels, could have only been reached by employing adequate e-learning procedures. This means that those who have already instituted some forms of e-learning had fewer difficulties in overcoming the operative issues, while continuing to deliver education. Keywords: Higher education, E-lerning.

scholarly journals Pathways for improving support for the electronic management and marking of assignments

2012 ◽  
Vol 28 (2) ◽  
Author(s):  
Eva Heinrich ◽  
John Milne ◽  
Bruce Granshaw
Keyword(s):  
Teaching And Learning ◽  
Tertiary Education ◽  
Learning System ◽  
Cognitive Fit ◽  
Tertiary Institutions ◽  
Assignment Management ◽  
E Learning ◽  
Learning Management ◽  
Practical Experiences ◽  
Specific Implementation

<blockquote>This article investigates the support e-learning can provide for the management and marking of assignments. The work is contextualised in the importance of assessment with assignments in tertiary education, in the theories about high quality marking of assignments, and the practical experiences of academics at tertiary institutions. The tasks that need to be carried out as part of assignment management and marking are detailed. A set of requirements is derived based on the education literature and on practical needs established in interviews with academics. Possible architectures for an e-learning system implementing these requirements are suggested and arguments are provided towards using an architecture that combines existing learning management system functionality for assignments with a specialised assignment management and marking application. A specific implementation based on <em>Moodle</em>and <em>Lightwork</em> is introduced. The article concludes with thoughts on the cognitive fit of learning management systems for assignment marking tasks and their core roles in supporting teaching and learning.</blockquote><p> </p>

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