scholarly journals System Quality and Student’s Acceptance of the E-learning System: The Serial Mediation of Perceived Usefulness and Intention to Use

2022 ◽  
Vol 14 (2) ◽  
pp. ep350
Author(s):  
Maha Ismail Alkhawaja ◽  
Mutia Sobihah Abd Halim ◽  
Mohanad S. S. Abumandil ◽  
Ahmed Samed Al-Adwan
Keyword(s):  
Perceived Usefulness ◽  
Learning System ◽  
Intention To Use ◽  
System Quality ◽  
E Learning ◽  
Serial Mediation

Student Intention to Use E-Learning

2021 ◽  
pp. 215-233
Author(s):  
Tan Pui Nee ◽  
Chan Si Ming ◽  
Kang Guan Kheng ◽  
Too Sit Wai ◽  
Ng Mei Wey ◽  
...  
Keyword(s):  
Data Analysis ◽  
Multiple Regression ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
Perceived Enjoyment ◽  
Over Time

The aim of this study is to investigate how interactivity with e-learning influence learners' consideration to use based on Malaysian settings and the effect relating to the learners' experiences in using e-learning over a period of time. This study uses a multiple regression for data analysis across a sample of 204 respondents. Based on the analysis, the interactivity factor such as two-way communication has significantly affected among perceived usefulness (PU), perceived ease of use (PEOU), and perceived enjoyment (PE) while controllability and personalization affect towards PU and responsiveness on PEOU. Moreover, PE has directly affected the usage intention of e-learning system over time with increased usage experiences. The results could assist schools or universities enhancing the contents of e-learning system in order to encourage learners to strongly engage in utilizing the education materials that is provided, as well as improving the interactivity factors on the system.

Combining the TAM and IS Success Models to Validate E-Learning System Satisfaction and Continuance Intention

2014 ◽  
pp. 290-301
Author(s):  
Tung-Cheng Lin
Keyword(s):  
Information Quality ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
System Quality ◽  
Perceived Ease Of Use ◽  
Is Success ◽  
Learning Attitudes ◽  
E Learning

Many e-learning studies have evaluated learning attitudes and behaviors based on TAM. However, a successful E-Learning System (ELS) should take both system and information quality into account by applying ISM developed by Delone and McLean. In addition, the acceptance for information system depends on the perceived usefulness and ease of use according to TAM. This research combines TAM with ISM by introducing system quality, quality of platform information, and course information as an antecedent of perceived usefulness and perceived ease of use. These factors are crucial for understanding users’ intentions to continue their use of ELS. The research model was examined with data collected from 164 practicing students with ELS experiences. The results indicated that system quality, platform information, and course information had a significantly positive effect on users’ satisfaction and their intention to use ELS continuously.

Validating the Satisfaction and Continuance Intention of E-learning Systems

2012 ◽  
Vol 10 (1) ◽  
pp. 44-54 ◽  
Author(s):  
Tung-Cheng Lin ◽  
Ching-Jen Chen
Keyword(s):  
User Satisfaction ◽  
Information Quality ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
System Quality ◽  
Perceived Ease Of Use ◽  
Learning Attitudes ◽  
E Learning ◽  
Intention To Continue

Many e-learning studies have evaluated learning attitudes and behaviors, based on TAM. However, a successful e-learning system (ELS) should take both system and information quality into account by applying ISM developed by Delone and McLean. In addition, the acceptance for information system depends on the perceived usefulness and ease of use according to TAM. This research combined TAM with ISM by introducing system quality, quality of platform information, and course information as an antecedent of perceived usefulness and perceived ease of use. These factors were crucial for understanding users’ intention to continue their use of ELS. This study investigated 412 students with ELS experiences. The results indicate that system quality, platform information, and course information had significantly related to user satisfaction and their intention to use ELS continuously.

scholarly journals Students’ Perceptions and Continuous Intention to Use E-Learning Systems: The Case of Google Classroom.

2020 ◽  
Vol 15 (11) ◽  
pp. 236
Author(s):  
Kwame Ansong-Gyimah
Keyword(s):  
Structural Equation ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Least Square ◽  
Learning System ◽  
Intention To Use ◽  
E Learning ◽  
The Impact

Higher institutions are steadily advancing in facilitating teaching and learning on e-learning systems. Google Classroom is a very popular e-learning system that is been adopted by many African universities. Yet, compared to others, relevant studies with regards to Google Classroom is inadequate. This quantitative survey paper examines the predictors of continuous intention to use Google Classroom. Responses from 749 students in three Ghanaian universities were analyzed using both descriptive and Partial Least Square Structural Equation Modelling techniques. From the findings, Attitude towards Use mediated the impact of Perceived Usefulness and Perceived Ease of Use on Continuous Intention to Use Google Classroom. Computer literacy courses for adult learners as well as enhanced usability features for visually impaired users has been recommended to relevant stakeholders.

scholarly journals Factors Influencing Students' Intention to Use E-learning System: A Case Study Conducted in Vietnam

2020 ◽  
Vol 15 (18) ◽  
pp. 165
Author(s):  
Hanh Thi Hai Nguyen ◽  
Hau Van Pham ◽  
Ngan Hoang Vu ◽  
Hue Thi Hoang
Keyword(s):  
Self Efficacy ◽  
Subjective Norm ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
System Characteristics ◽  
Computer Self Efficacy

This study was conducted to evaluate the factors influencing students’ intention to use E-learning system. Seven dimensions in this study were determined are Computer self-efficacy, Computer experience, Enjoyment, System characteristics and Subjective norm, Perceived ease of use, and Perceived usefulness. In which, Computer self-efficacy, Computer experience, Enjoyment and System characteristics impact on Perceived usefulness of E-learning, while Computer self-efficacy, System characteristics and Subjective norm impact on Perceived ease of E-learning use. Perceived usefulness and Perceived ease of use impact on Intention to use E-learning. The research methodology was conducted in a survey with participation of 246 respondents from 20 universities. The data was analyzed by using descriptive statistics, factor analysis and regression. The empirical results showed that Computer self-efficacy has no impact on Perceived usefulness of E-learning, and System characteristics has no impact on Perceived ease of E-learning use. Finally, this study recommended some solutions, which universities thereby makes some recommendations to universities to attract more students in participating in E-learning until it is officially implemented for the universities’ training systems.

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.  

scholarly journals Interpreting Usability Factors Predicting Sustainable Adoption of Cloud-Based E-Learning Environment during COVID-19 Pandemic

2021 ◽  
Vol 13 (16) ◽  
pp. 9329
Author(s):  
Bireswar Dutta ◽  
Mei-Hui Peng ◽  
Chien-Chih Chen ◽  
Shu-Lung Sun
Keyword(s):  
Structural Equation ◽  
Well Being ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Equation Modeling ◽  
System Quality ◽  
Four Dimensions ◽  
E Learning ◽  
Adoption Intention

The COVID-19 pandemic affected educational institutions in an unrivaled way around the globe and forced them to switch from conventional classroom learning mode to e-learning mode within a short time period. Neither instructors nor students had ample time to prepare. The purpose of the current study is to accomplish two objectives: to explore the functional relationship between attitudinal readiness (ATR), subjective well-being (SWB), and cloud-based e-learning adoption intention in Taiwan and examine the constancy of recommended proposed relationships among different students’ groups. The model was then empirically tested using data of 256 university students by structural equation modeling. The current study demonstrates that ATR is completely explained through four dimensions: peer reference, perceived ease of use, perceived usefulness, and perceived ubiquity. SWB is positively interpreted through four dimensions: online course quality, system quality, perceived service quality, and perceived closeness. Self-efficacy has a significant relationship with both attitudinal readiness and adoption intention of a cloud-based e-learning system. Finally, the invariance test explores substantial variance among students who intend to use the system and students who reject it. Therefore, researchers and practitioners regarding educational, technological innovation must consider this empirical evidence to develop and validate a sustainable cloud-based e-learning program in higher education.

Roles of interactivity and usage experience in e-learning acceptance: a longitudinal study

2014 ◽  
Vol 10 (1) ◽  
pp. 2-23 ◽  
Author(s):  
Yung-Ming Cheng
Keyword(s):  
Technology Acceptance ◽  
The Body ◽  
Perceived Usefulness ◽  
Learning System ◽  
Intention To Use ◽  
Change Over Time ◽  
Content Type ◽  
Sample Data ◽  
E Learning ◽  
Over Time

Purpose – This study's purposes were to longitudinally examine how interactivity factors as the antecedents to learner beliefs affected learners' intention to use the e-learning system and explore whether the effects on learners' usage intention of the e-learning system would change over time with increasing learners' usage experience of the system. Design/methodology/approach – This study gathered sample data from students at a comprehensive university in Taiwan. The sample data were collected in a two-stage survey and were analyzed by using the longitudinal methodology. A total of 252 students agreed to participate in this study, and 225 students effectively participated in both data collections, with a usable response rate of 89.29 percent. Data were analyzed by using structural equation modelling and multiple group analysis. Findings – Interactivity factors (controllability, responsiveness, two-way communication, and personalization) indirectly affected students' intention to use the e-learning system via the extrinsic motivators (perceived usefulness (PU) and perceived ease of use (PEOU)) and intrinsic motivator (perceived enjoyment (PE)). Besides, students' experience in using the e-learning system moderated the effects of PU, PEOU, and PE on intention to use the system. Originality/value – Based on the extended technology acceptance model, the empirical evidence on capturing both extrinsic and intrinsic motivators for completely explaining interactivity antecedents of learners' e-learning acceptance is well documented in this study. Besides, it should be noted that this study contributes significantly to the body of research on evaluating whether the effects of learners' beliefs on their usage intention of the e-learning system may change over time with increasing experience in using the system.

scholarly journals Acceptance of e-learning system at private university in Indonesia during the covid-19 pandemic: students' perspectives

2021 ◽  
Vol 13 (3) ◽  
pp. 104-113
Author(s):  
Achmad Solichin ◽  
Riki Wijaya
Keyword(s):  
Technology Acceptance ◽  
Student Attitudes ◽  
Structural Equation Models ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Learning System ◽  
System Quality ◽  
E Learning ◽  
Acceptance Model ◽  
Student Acceptance

The Covid-19 pandemic in Indonesia has an impact on changes in policies and the learning process at Budi Luhur University (UBL). The complete online learning policy has been implemented since the 2nd semester of 2019/2020, which began in March 2020. Students and lecturers carry out teaching and learning activities through an e-learning system developed in 2005. Although it has been implemented for a long time, the level of acceptance has never been measured comprehensively. This research has a contribution in measuring the level of acceptance of the e-learning. In addition, before the Covid-19 pandemic, the use of the e-learning system was still partially implemented and only for a few courses. In this study, an analysis of the student acceptance of the UBL e-learning system was carried out by involving respondents and a more comprehensive acceptance model. The modeling used in this study refers to the Comprehensive Technology Acceptance Model (CTAM) with seven exogenous variables and five endogenous variables. Testing and analysis are based on variant-based structural equation models, namely Partial Least Square (PLS) using the SmartPLS application. The results show that nine main factors influence student acceptance of the e-learning system: system quality, content quality, information quality, accessibility, enjoyment, perceived ease of use, perceived usefulness, and student attitudes towards applications and behavioral intention to use. This research is helpful for UBL and other educational institutions as material for developing a quality e-learning system accepted by its users.

Solving e-learning adoption intention puzzles among private universities in Nigeria: an empirical approach

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Maruf Gbadebo Salimon ◽  
Sany Sanuri Mohd Mokhtar ◽  
Olayemi Abdullateef Aliyu ◽  
Maha Mohammed Yusr ◽  
Selvan Perumal
Keyword(s):  
Information Quality ◽  
Private Universities ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
System Quality ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Electronic Board ◽  
E Learning

PurposeE-learning system has been widely acknowledged to have positive impacts on the learning process. Nevertheless, the intention to use it is globally low, thereby constituting puzzles to be solved. This study aims to proffer some insights to solve the puzzles.Design/methodology/approachThe data of the study were collected through an online survey among 425 students of four private universities using interactive electronic board systems. Partial least squares structural equation modeling was used to analyze the data.FindingsThe significant results of the study reveal that system quality, information quality and teaching materials significantly influenced perceived usefulness. Technology innovativeness and information quality also significantly influenced perceived ease of use. Perceived usefulness and perceived ease of use equally influenced e-learning intention.Originality/valueThis research is one of the few studies that conceptualize a framework to study intention to use e-learning generally, and interactive electronic board in particular among four private universities using technology innovativeness, system quality, information quality, perceived usefulness, perceived ease of use and teaching materials.

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