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 E-Learning as a Response to COVID-19 Pandemic: A preliminary study on College Students

2021 ◽  
Vol 1 ◽  
pp. 61-68
Author(s):  
Siska Ayu Kartika
Keyword(s):  
College Students ◽  
Distance Education ◽  
Structural Equation ◽  
Online Survey ◽  
Sampling Technique ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Least Square ◽  
E Learning ◽  
The Impact

There is a dilemma of accepting the new educational system, that we know as “e-learning” by students within educational institutions. We have to replace face-to-face education with distance education in response to the COVID-19. This form of distance education, e-learning, differs from conventional education: being suddenly, unreadily and forcefully implemented.  This study examined and assessed the impact of e-learning to college students, during pandemic. An online survey was conducted amongst some college students in the Mechanical Engineering Dept, at Universitas Balikpapan using a purposive sampling technique. Data were analyzed using Partial Least Square - Structural Equation Modelling (PLS-SEM). The result of this study has confirmed the positive of direct effect variables (attitude, affect and motivation; perceived behavioral intention (ease of use technology, accessibility and cognitive engagement). This study suggests relevant parties to the education system, to improve the implementation of e-learning systems.

scholarly journals ANALISIS PENERIMAAN APLIKASI PEMBELAJARAN ONLINE MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODEL 3 DAN PARTIAL LEAST SQUARE STRUCTURAL EQUATION MODEL (PLS-SEM)

Factor M ◽  
2021 ◽  
Vol 3 (2) ◽  
Author(s):  
Jerhi Wahyu Fernanda ◽  
Noer Hidayah
Keyword(s):  
Behavioral Intention ◽  
Structural Equation ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Actual System ◽  
Behavioral Intention To Use

This research aims to examine the factors that influence to the acceptance of the Google classroom (GC) application in online learning. Conceptual model to assess acceptance of a technology use the Technology accept model (TAM) 3 model. TAM 3 is a development of the TAM model by adding the Perceived Ease of Use dimension which can be used to predict and explain behavior that encourages the use of technology cause that is always experiencing development. The statistical analysis used is the Partial Least Square Structural Equation Model. The data obtained are primary data. It has obtained from questionnaires distributed via google forms. The sample are 150 respondents. This research used simple random sampling technique with criteria that must be fulfilled. The variable consists of 4 latent variables, consist of Perceived Ease of Use, Perceived Usefulness, Behavioral Intention to Use and Actual System Use. The measurement scale uses a 5 category Likert scale. The results of statistical analysis of the research, Perceived Ease of Use has a significant effect on Perceived Usefulness and Behavioral Intention to Use, Perceived Usefulness has a significant effect on Behavioral Intention to Use and Behavioral Intention to Use has a significant effect on Actual System Use.Penelitian ini bertujuan untuk meneliti faktor-faktor yang berpengaruh terhadap penerimaan aplikasi pembelajaran online Google classroom dalam pembelajaran online. Model konseptual untuk menilai penerimaan terhadap suatu teknologi menggunakan model Technology acceptance model (TAM) 3. TAM 3 merupakan pengembangan dari model TAM dengan menambahkan dimensi Perceived Ease of Use yang dapat digunakan untuk memprediksi, dan menjelaskan perilaku yang mendorong penggunaan teknologi yang selalu mengalami perkembangan. Analisis statistika yang digunakan adalah Partial Least Square Structural Equation Model. Data yang didapatkan adalah data primer dari kuesioner yang disebar melalui google form. Sampel berjumlah 150. Penelitian ini menggunakan teknik simpel random sampling. Terdapat 4 variabel latent yaitu Perceived Ease of Use, Perceived Usefulness, Behavioral Intention to Use dan Actual System Use. Skala pengukuran menggunakan skala likert 5 kategori. Hasil analisis statistika didapatkan kesimpulan variabel Perceived Ease of Use berpengaruh signifikan terhadap Perceived Usefulness dan Behavioral Intention to Use, Perceived Usefulness memiliki pengaruh yang signifikan terhadap terhadap Behavioral Intention to Use dan Behavioral Intention to Use berpengaruh signifikan terhadap Actual System Use.

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 ANALISIS PENERIMAAN APLIKASI PEMBELAJARAN ONLINE MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODEL 3 DAN PARTIAL LEAST SQUARE STRUCTURAL EQUATION MODEL (PLS-SEM)

Factor M ◽  
2021 ◽  
Vol 3 (2) ◽  
pp. 161-172
Author(s):  
Noer Hidayah ◽  
Jerhi Wahyu Fernanda
Keyword(s):  
Technology Acceptance ◽  
Behavioral Intention ◽  
Structural Equation ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Behavioral Intention To Use

Penelitian ini bertujuaan untuk meneliti faktor-faktor yang berpengaruh terhadap penerimaan aplikasi pembelajaran online Google classroom (GC) dalam pembelajaran online. Model konseptual untuk menilai penerimaan terhadap suatu teknologi menggunakan model  Technology acceptance model (TAM) 3. TAM 3 merupakan pengembangan dari model TAM dengan menambahkan dimensi Perceived Ease of Use yang dapat digunakan untuk memprediksi, dan menjelaskan perilaku yang mendorong penggunaan teknologi yang selalu mengalami perkembangan. Analisis statistika yang digunakan adalah Partial Least Square Structural Equation Model. Data yang didapatkan adalah data primer yang didapatkan dari kuesioner yang disebar melalui google form. Sampel dalam penelitian ini berjumlah 150. Penelitian ini menggunakan teknik simpel random sampling dengan kriteria yang harus dipenuhi. Variabel terdiri dari 4 variabel latent yaitu Perceived Ease of Use, Perceived Usefulness, Behavioral Intention to Use dan Actual System Use. Skala pengukuran menggunakan skala likert 5 kategori. Hasil analisis statistika didapatkan kesimpulan variabel Perceived Ease of Use berpengaruh signifikan terhadap Perceived Usefulness  dan Behavioral Intention to Use,  Perceived Usefulness memiliki pengaruh yang signifikan terhadap terhadap Behavioral Intention to Use dan Behavioral Intention to Use berpengaruh signifikan terhadap Actual System Use.  

scholarly journals Cashless Transactions: A Study on Intention and Adoption of e-Wallets

2021 ◽  
Vol 13 (2) ◽  
pp. 831
Author(s):  
Marvello Yang ◽  
Abdullah Al Mamun ◽  
Muhammad Mohiuddin ◽  
Noorshella Che Nawi ◽  
Noor Raihani Zainol
Keyword(s):  
Social Influence ◽  
Structural Equation ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Mediating Effect ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Perceived Trust

This study explored the effect of perceived usefulness, perceived ease of use, social influence, facilitating condition, lifestyle compatibility, and perceived trust on both the intention to use an e-wallet and the adoption of an e-wallet among adults by using the unified theory of acceptance and use of technology (UTAUT). This quantitative study adopted a cross-sectional research design to gather data from 501 respondents using a Google Form. The collected data were analyzed using partial least square structural equation modelling (PLS-SEM). As a result, perceived usefulness, perceived ease of use, social influence, lifestyle compatibility, and perceived trust displayed a significant positive effect on both intentions to use an e-wallet and adoption of an e-wallet. This study evidenced the mediating effect of the intention to use an e-wallet on the correlations between the predictors and adoption of an e-wallet. Both the age and gender of the respondents moderated the effect of lifestyle compatibility on intention to use an e-wallet. The study outcomes serve to inform managers and policy makers to devise effective strategies that capture consumers’ intention to use and experience of using an e-wallet in the midst of a turbulent market. Ultimately, such carefully sculpted policies may promote the digital platform and web-based application, apart from encouraging higher rates of e-wallet adoption in developing countries.

scholarly journals Millennials and the use of social networking sites as a job searching tool

2020 ◽  
Vol 9 (1) ◽  
pp. 292-297
Author(s):  
Zarina Denan ◽  
Zarina Abdul Munir ◽  
Nurul Hazzira Fadzil ◽  
Kardina Kamaruddin ◽  
Mohd Redhuan Dzulkifli
Keyword(s):  
Social Networking Sites ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Behavioural Intention ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Job Seekers ◽  
The Impact

This research is conducted to examine the factors that influence the behavioural intention of millienials in using SNS when seeking for a job. The data was collected from respondents who are from the generation Y demographic and actively looking for jobs. The respondents must possess some experience in using SNS when job hunting. The data was then gathered and analyzed using partial least square (PLS) which encompasses the measurement and structural models of the study. The findings revealed that three of the constructs as applied in TAM are statistically significant to behavioural intention. The three factors that influenced the job seekers’ intention to use SNSs as a job search tool are; perceived usefulness, perceived ease of use and privacy concerns. All these factors are elements which contribute to and have a significant relationship with job seekers’ intention to use SNSs, as verified using PLS data analysis. The recruiters or employers who intend to adopt SNSs in the recruitment process are advised to design the recruitment plan regarding the utilization of SNSs to be more convenient and user-friendly. This study provides insight and knowledge regarding the impact of technology in online job application and hiring processes.

scholarly journals The Role of Religiosity in Explaining the Intention to use Islamic FinTech Among MSME Actors

2021 ◽  
Vol 4 (2) ◽  
Author(s):  
Rifaldi Majid
Keyword(s):  
Financial Services ◽  
Structural Equation ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Equation Modeling ◽  
Intention To Use ◽  
Perceived Ease Of Use

Islamic FinTech is growing rapidly and has become a new alternative of financing for micro, small, and medium enterprises (MSME) which are the backbone of the national economy. This study aims to examine the role of religiosity level of MSMEs actors on the intention to use Islamic FinTech. This research employed Partial Least Square - Structural Equation Modeling (PLS-SEM) method. The data collected using an online questionnaire adapted from previous research, then distributed to 100 Indonesian MSME actors and analyzed using smart PLS. The main result indicated religiosity plays a positively significant role in explaining the intention to use Islamic FinTech. In addition, Perceived Usefulness (PU), Perceived Ease of Use (PEOU), and Subjective Norm (SN) were also found to be influential, while both, Attitude Toward Behavior (ATB) and Perceived Behavioral Control (PBC), have no significant effect on behavioral intention. This research implicates the need for collaboration between the Financial Services Authority (OJK) as the regulator with Islamic FinTech institutions to improve literacy, providing incentives, strengthening consumer data protection, as well as integrating the values from the religious angle in the concept and practice of FinTech product and services that are based on Islamic guideline in order to attract the users from MSME actors.

COVID-19 Pandemic Impact on Students Intention to Use E-Learning Among Malaysian Higher Education Institutions

2021 ◽  
pp. 002205742110325
Author(s):  
Siva Prakash Ramasamy ◽  
Arfan Shahzad ◽  
Rohail Hassan
Keyword(s):  
Higher Education ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Equation Modeling ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Global Issue ◽  
E Learning

In the emergence of pandemic Coronavirus Disease (COVID-19), the delivery of education service becomes a global issue, and many traditional higher education institutes are shifting toward digital alternatives methods. E-learning is considered the most appropriate effective method of knowledge delivery to meet the current academic requirements. This study investigates the key determinants which influence the Intentions to use e-learning among students in higher education institutes in Malaysia due to the outbreak of the novel Covid-19 pandemic. The data were collected through structured questionnaires from students. The data were analyzed using the structural equation modeling using partial least squares (SEMPLS). The research findings revealed that Attitude, Subjective Norm, Perceived usefulness, and Perceived behavioral becomes a positive predictor of Intention to use e-learning. However, Subjective norms found no significant effect on Intention to use e-learning in the Malaysian context. It is due to the COVID-19 emergency that an individual must choose for the e-learning method disregarding their perceptions. Perceived ease of use and Perceived usefulness has a significant positive effect on attitude. These findings offer guidelines to educational institutes for the implementation of the e-learning system during unavoidable circumstances for the sustainable education system.

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.

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.

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