scholarly journals Factors affecting the adoption of e-learning in Indonesia: Lesson from Covid-19

2020 ◽  
Vol 10 (2) ◽  
pp. 282
Author(s):  
Yubaedi Siron ◽  
Agus Wibowo ◽  
Bagus Shandy Narmaditya
Keyword(s):  
Computer Anxiety ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Survey Study ◽  
Perceived Ease Of Use ◽  
Online Questionnaire ◽  
Factors Affecting ◽  
Several Variables ◽  
E Learning ◽  
The Relationship

This study aims to examine factors affecting the use of e-learning during the Covid-19 pandemic in Indonesia. This survey study utilized a quantitative approach to understand the relationship variables by using SEM-PLS. An online questionnaire was distributed to collect information from respondents. A total of 250 questionnaires were gathered and 210 responses can be used for further analysis. The findings indicate that the students’ intention in using e-learning was determined by several variables, including perceived enjoyment, students experience, computer anxiety, and perceived self-efficacy. These findings also confirm that both perceived ease of use and perceived usefulness can explain the students’ intention in utilizing e-learning. The results provide an implication toward the importance of understanding factors of adoption of e-learning and how students can perceive e-learning as the response of the Covid-19 pandemic.

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 Effect Of Theoretical And Institutional Factors On The Adoption Of E-Learning

2016 ◽  
Vol 12 (16) ◽  
pp. 462 ◽  
Author(s):  
Mateko Okantey ◽  
Hillar Addo
Keyword(s):  
Technology Acceptance ◽  
Linear Regression Analysis ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Institutional Factors ◽  
Perceived Ease Of Use ◽  
Private And Public ◽  
E Learning ◽  
Acceptance Model ◽  
The Relationship

This paper examined the effect of theoretical and institutional factors that influenced the adoption of e-learning in Universities in Ghana. The study sought to improve understanding of the motivational factors behind the adoption of e-learning systems. This study extended the original Technology Acceptance Model (TAM) to include institutional factors. A sample of 600 lecturers was drawn from both private and public universities in Ghana. Correlation analysis was used to determine the relationship between e-learning and the theoretical factors as well as the relationship between e-learning adoption and institutional factors. Linear regression analysis was used to determine whether the theoretical factors predict e-learning adoption. The study revealed that e-learning was positively correlated to all the theoretical factors discussed. It was observed that significant relationship existed between Perceived Usefulness (PU) and e-learning, while the weakest relationship existed between e-learning and Perceived Ease of Use (PEOU). The research concluded that a lecturer’s adoption of e-learning depended on PEOU as well as PU. However, a lecturer’s adoption of e-learning was more dependent on a lecturer’s PU, that is, the degree to which the lecturer believed that using a particular system would enhance his or her job performance.

Mobile banking adoption in an emerging economy

2018 ◽  
Vol 25 (2) ◽  
pp. 743-762 ◽  
Author(s):  
Richa Priya ◽  
Aradhana Vikas Gandhi ◽  
Ateeque Shaikh
Keyword(s):  
User Satisfaction ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Factors Affecting ◽  
Indian Consumers ◽  
The Relationship

Purpose The purpose of this paper is to analyze the factors affecting mobile banking adoption among young Indian consumers. Design/methodology/approach The authors use a cross-sectional survey research design to empirically examine the factors affecting mobile banking adoption among young Indian consumers. The study sample consists of 269 respondents aged between 23 and 30 years from India. Findings The findings of the study suggest that perceived usefulness (PU), perceived ease of use (PEU), perceived credibility (PC) and structural assurance (SA) are strong determinants of user satisfaction (US) and behavioral intention (BI) to use the mobile banking service. US was found to partially mediate the relationship between PU, PEU, PC and SA and BI to use the service. Perceived risk was found to be statistically insignificant in terms of its relationship with BI to use the service. Research limitations/implications The results of this study provide good evidence for banks to further revamp their work practices in the area of mobile banking to enhance the overall penetration of mobile banking in India. Originality/value The study identifies factors influencing mobile banking adoption among young Indian consumers. Furthermore, this study suggests that US partially mediates the relationship between factor influencing mobile banking adoption and BI.

scholarly journals Measuring the acceptance and adoption of e-learning by academic staff

2011 ◽  
pp. 201-221 ◽  
Keyword(s):  
Computer Anxiety ◽  
Academic Staff ◽  
Negative Relationship ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Management Support ◽  
Perceived Ease Of Use ◽  
Intention To Adopt ◽  
E Learning

The aim of the study was to investigate Jordanian lecturers' attitudes towards the adoption of e-learning system. A number of hypotheses were formulated for this purpose. The findings of the study show that there existed positive relationship between perceived usefulness, perceived ease of use, computer knowledge, management support and intention to adopt. Whereas there existed negative relationship between normative pressure, computer anxiety and intention to adopt. Based on the results a number of recommendations were proposed, and suggestions for future studies were made.

scholarly journals An Empirical Investigation into Examination of Factors Influencing University Students’ Behavior towards Elearning Acceptance Using SEM Approach

2020 ◽  
Vol 14 (02) ◽  
pp. 19 ◽  
Author(s):  
Barween Al Kurdi ◽  
Muhammad Alshurideh ◽  
Said A. Salloum ◽  
Zaid Mohammad Obeidat ◽  
Rami Mohammad Al-dweeri
Keyword(s):  
University Students ◽  
Social Influence ◽  
Behavioral Intention ◽  
Computer Anxiety ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
Behavioral Intention To Use

<p class="0abstract">There are several reasons why most of the universities implement E-learning. The extent of E-learning programs is being offered by the higher educational institutes in the UAE are evidently expanding. However, very few studies have been carried out to validate the process of how E-learning is being accepted and employed by university students. The study involved a sample of 365 university students. To describe the acceptance process, the Structural Equation Modeling (SEM) method was used. On the basis of the technology acceptance model (TAM), the standard structural model that involved E-learning Computer Self-Efficacy, Social Influence, Enjoyment, System Interactivity, Computer Anxiety, Technical support, Perceived Usefulness, Perceived Ease of Use, Attitude, and Behavioral Intention to Use e-learning, was developed. The findings showed that TAM served as a suitable theoretical tool to comprehend the acceptance of e-learning by users. The most critical construct to explain the causal process employed in the model was E-learning Computer Self-Efficacy, Social Influence, Enjoyment, System Interactivity, Computer Anxiety, Technical support, Perceived Usefulness, Perceived Ease of Use, Attitude, followed by Behavioral Intention to Use e-learning. Practical implications are offered by the outcomes for decision makers, professionals and developers in how effective E-learning systems can be implemented properly.</p>

A Study of the Relationship between PEOU and PU in Technology Acceptance in E-Learning

2009 ◽  
pp. 149-170
Author(s):  
Vincent Cho ◽  
Humphry Hung
Keyword(s):  
User Interface ◽  
Technology Acceptance ◽  
Interface Design ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Business Success ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
The Common ◽  
The Relationship

In models to study technology acceptance, the empirically validated path from perceived ease of use (PEOU) to perceived usefulness (PU) is usually rationalized by the argument that the less effort it is required to use a technology, the more useful the technology is. This argument is rather generic to fully account for the relationship between PEOU and PU. In this study we examine the effects of the common antecedents of PEOU and PU on their relationship. We first extensively reviewed the literature to identify the common antecedents of PEOU and PU. We then conducted a survey of users’ acceptance of some common e-learning forums such as ICQ, WebCT, and MSN. Based on variance analysis we found that user-interface design (UID) explains 43% of the relationship between PEOU and PU, and that learners consider UID very important in deciding whether to accept an e-learning forum for their learning and communication. This chapter contributes to research by identifying the factors that account for the relationship between PEOU and PU, and provides e-learning developers with managerial insights on how to leverage UID for business success.

scholarly journals Aceptación de los estudiantes universitarios en el uso de los sistemas e-learning Moodle desde la perspectiva del modelo TAM.// Acceptance of university students in the use of Moodle e-learning systems from the perspective of the TAM model.

Ciencia Unemi ◽  
2019 ◽  
Vol 12 (29) ◽  
pp. 63-76
Author(s):  
Fernando Neptalí Terán-Guerrero
Keyword(s):  
University Students ◽  
Computer Anxiety ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Theoretical Research ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
E Learning ◽  
Estudiantes Universitarios

El propósito de este artículo es presentar un estudio donde se consideraron los incentivos que tienen los estudiantes universitarios en el uso real de sistemas e-learning para promover el aprendizaje auto dirigido y colaborativo en el contexto de sus cursos universitarios. Además, se propone un esquema teórico de investigación en base al modelo TAM. Se construyó un cuestionario en línea, que se distribuyó por correo electrónico a todos los alumnos de la carrera de Finanzas y Auditoria de la Universidad de las Fuerzas Armadas. En total 128 estudiantes universitarios respondieron. Se realizó un análisis exploratorio y confirmatorio utilizando Mínimos Cuadrados Parciales (PLS) para validar el modelo de investigación. Se establecieron las relaciones existentes entre la experiencia, normas subjetivas, entretenimiento percibido, ansiedad por la computadora, auto eficiencia computacional, la utilidad percibida y la facilidad de uso percibida, la actitud de aprendizaje y el uso real de los sistemas e-learning. Como resultado en el modelo propuesto se obtuvo una varianza explicada del 49,7% en el uso de dicho sistema. También se encontró que la mayoría de los estudiantes se interesaron en aprender con la plataforma Moodle y lo consideraron como una herramienta de aprendizaje útil.AbstractThe purpose of this article is to present a study that considered the factors that university students have in the real use of e-learning systems to promote self-directed and collaborative learning in the context of their university courses. In addition, a theoretical research scheme based on the TAM model was proposed and an online questionnaire was constructed, which was distributed by e-mail to all students of the Finance and Audit career at the University of the Armed Forces. In total, 128 university students responded. An exploratory and confirmatory analysis was carried out using Partial Least Squares (PLS) to validate the research model. The relationships between experience, subjective norms, perceived entertainment, computer anxiety, computational self-efficiency, perceived usefulness and perceived ease of use, the learning attitude and the actual use of e-learning systems were made. As a result of the proposed model, an explained variance of 49.7% was obtained in the use of this system and it was found that most of the students were interested in learning with the Moodle platform and considered it a useful learning tool.

FACTORS AFFECTING THE ADOPTION OF ELECTRONIC MONEY USING TECHNOLOGY ACCEPTANCE MODEL AND THEORY OF PLANNED BEHAVIOR

2019 ◽  
Vol 24 (1) ◽  
pp. 100-113
Author(s):  
Filona ◽  
Misdiyono
Keyword(s):  
Theory Of Planned Behavior ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Electronic Money ◽  
Factors Affecting ◽  
Acceptance Model

With the rapid growth of information technology, electronic money has played an important and central role in the e-payment. Development of electronic money is able to create a trend less-cash society, which is a society’s behavior using non- cash transactions by utilizing the simplicity offered through electronic transactions. The purpose of this research is to determine the factors affecting the intention to use electronic money. We designed a questionnaire and used it to survey a simple random sampling of people who use of e-money in DKI Jakarta. The actual samples used for the study are 125 respondents. We analyzed the data using Structured Equation Modeling to evaluate the strength of the hypothesized effects. The result of the analysis showed that perceived ease of use has no significant effect on attitudes towards the use of e-money. Perceived ease of use has a significant effect on the perceived usefulness of e-money. Perceived usefulness has no significant effect on the intention to use e-money. Perceived usefulness has a significant effect on attitudes towards the use of e-money. Attitude has a significant effect on the intention to use e-money. Subjective norm has a significant effect on the intention to use e-money. Perceived behavioral control has no significant effect on the intention to use e-money. Keywords: electronic money, technology acceptance model, the theory of planned behavior.

scholarly journals Students Acceptance of Google Classroom: An Exploratory Study using PLS-SEM Approach

2018 ◽  
Vol 13 (06) ◽  
pp. 112 ◽  
Author(s):  
Rana A. Saeed Al-Maroof ◽  
Mostafa Al-Emran
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Equation Model ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Perceived Ease Of Use ◽  
Online Questionnaire ◽  
Actual Usage

Google classroom can work in unidirectional process as it can serve the teachers’ strategies and styles on one hand and students’ perception, understanding, and effective participation in different classroom skills on the other hand. The ac-ceptance of Google classroom is affected by different factors. Some of them are still not clearly specified and discussed in previous research; therefore, they need further investigation. Based on the previous assumption, this study is an attempt to examine the factors that affect the students’ acceptance of Google classroom at Al Buraimi University College (BUC) in Oman. The Technology Acceptance Model (TAM) was adopted to formulate the hypotheses of the current study. The data was collected through an online questionnaire with 337 respondents. The Partial Least Square-Structural Equation Model (PLS-SEM) approach was used to assess both the measurement and structural models. The results of the study prove that both the perceived ease of use (PEOU) and perceived usefulness (PU) positively influence the behavioral intention, which in turn influence the actual usage of Google classrooms. This study helps the decision makers of the higher educational institutions to have a better understanding of the effectiveness of us-ing Google classroom by their students. It is assumed that it helps in measuring the level of students’ acceptance to the previously mentioned technology.

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.

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