The use of data analytics technique in learning management system to develop fashion design skills and technology acceptance

2021 ◽  
pp. 1-18
Author(s):  
Abdellah Ibrahim Mohammed Elfeky ◽  
Marwa Yasien Helmy Elbyaly
Keyword(s):  
Technology Acceptance ◽  
Management System ◽  
Data Analytics ◽  
Learning Management System ◽  
Fashion Design ◽  
Use Of Data ◽  
Learning Management ◽  
Design Skills

m-Learning Management System use during Covid-19

2021 ◽  
pp. 026666692110354
Author(s):  
Akhmad Habibi ◽  
Mohd Faiz Mohd Yaakob ◽  
Ahmad Samed Al-Adwan
Keyword(s):  
Distance Education ◽  
Technology Acceptance ◽  
Management System ◽  
Learning Management System ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Primary Data ◽  
Equation Modeling ◽  
Learning Management

The current study examined factors affecting higher education students’ use of a mobile-based Learning Management System (m-LMS) for distance education during the Corona Virus Disease 2019 (Covid-19). A survey instrument based on the Technology Acceptance Model (TAM) and the Theory of Planned Behavior (TPB) was established and validated. The primary data were gathered from 1032 responses. The data were computed in SmartPLS 3.2. Partial Least Square Structural Equation Modeling (PLS-SEM) procedures were conducted to assess the measurement and structural models. The proposed model is valid and reliable. Findings of the study show that relationships emerge in seven out of ten hypotheses. The strongest relationship is between Perceived Usefulness and Attitude while the weakest exists between Perceived Ease of Use and Attitude. This study emphasizes awareness about the use of m-LMS in education, especially during distance education due to pandemics like Covid-19. The model is expected to provide a useful base for future academicians interested in conducting similar topics of research.

scholarly journals PENGGUNAAN LEARNING MANAGEMENT SYSTEM (LMS) DI PERGURUAN TINGGI: STUDI KASUS DI UNIVERSITAS PENDIDIKAN INDONESIA

2010 ◽  
Vol 1 (1) ◽  
Author(s):  
Munir Munir
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Management System ◽  
Learning Management System ◽  
Learning Processes ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Multivariate Statistic ◽  
Learning Management ◽  
Acceptance Model

Abstract: Factors Affecting the Use of the Learning Management System inUniversities (A Case Study in Indonesia University of Education). The purpose ofthis paper is to find out factors that affect the usage of the Learning ManagementSystem (LMS) in in Indonesia University of Education. Indonesia University ofEducation has been built LMS to support learning processes. The focus is on factorsaffecting the use of LMS in supporting effective and efficient learning processes. Inthis research the writer used Technology Acceptance Model (TAM) to find outthose factors. The data were collected using the survey technique and wereanalyzed by means of the multivariate statistic method. The result of this researchconcluded that the factors of Perceived Usefulness (PU), Perceived Ease of Use(PEOU), Intention to Use (ITU), Actual Usage Behavior (AUB) significantly affectedthe effective and efficient use of LMS in supporting learning processes.Keywords: Learning Management System (LMS), Technology Acceptance Model(TAM), Information and Communication technology (ICT).

scholarly journals The influence of system interactivity and technical support on learning management system utilization

2017 ◽  
pp. 50-68 ◽  
Keyword(s):  
Technology Acceptance ◽  
Undergraduate Students ◽  
Management System ◽  
Structural Equation ◽  
Learning Management System ◽  
Technical Support ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Learning Management

In recent years, there has been a growing increase in using Learning Management System (LMS) by universities. However, its utilization by students is limited in Malaysia. The main purpose of the present study is to develop and test a model that predicts LMS utilization by Malaysian higher education students. Based on the Technology Acceptance Model, the study investigated the relationships among six constructs (system interactivity, technical support, perceived ease of use, perceived usefulness, behavioral intention to use and LMS use) through structural equation modelling. The participants were 216 undergraduate students from a local university in Malaysia. The result of the study revealed that system interactivity had a significant effect on perceived usefulness, but not on perceived ease of use; technical support had a significant effect on perceived ease of use, but not on perceived usefulness.

scholarly journals Lecturers' adoption to use the online Learning Management System (LMS): Empirical evidence from TAM2 model for Vietnam

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Bui Thanh Khoa ◽  
Nguyen Minh Ha ◽  
Tran Viet Hoang Nguyen ◽  
Nguyen Huu Bich
Keyword(s):  
Technology Acceptance ◽  
Management System ◽  
Learning Management System ◽  
Online Training ◽  
Group Discussions ◽  
Force Majeure ◽  
Managerial Implications ◽  
Learning Management ◽  
Acceptance Model ◽  
Online Group

Online training has been a common form of training all over the world for many years ago; however, it is only a side choice alongside offline training. Not only students but also lecturers prefer offline training to online training. However, in some cases of force majeure, specifically the nCov-19 flu pandemic, online training is considered the best way to teach. This study is based on the Technology Acceptance Model 2 (TAM2) to learn about the lecturers' adoption of using the learning management system (LMS) at universities in Vietnam. Mixed research methods are used to achieve the research objectives. Online group discussions, as well as online surveys, were conducted to collect data to analyze and test the hypotheses as well as the theoretical model. The results of the study are similar to the conclusions of TAM2. Thereby, the study proposes managerial implications to improve the lecturers' adoption.

Applying the Technology Acceptance Model to Measure the Learning Management System Acceptance by Students of Politeknik Sakti Surabaya

2015 ◽  
Vol 72 (4) ◽  
Author(s):  
Uce Indahyanti ◽  
Sukarjadi Sukarjadi
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Management System ◽  
Learning Management System ◽  
Ease Of Use ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Actual Use ◽  
Learning Management ◽  
Acceptance Model

The purpose of this study is to measure factors that influence students’acceptance of a Learning Management System (LMS) using the Technology Acceptance Model (TAM). LMS is an information system that facilitates e-learning that serves to process, store, disseminate learning materials and provides administrative support and communication related to the teaching and learning process. Support students as users of the LMS content are one of the success factors in the implementation of the LMS. This study uses the Technology Acceptance Model (TAM), which has five factors namely perceived usefullness, perceived ease of use, attitudes towards to use, behavioral intention to use and actual use. A set of questionnaires have been completed by 60 students in Politeknik SAKTI Surabaya. Data were processed using SmartPLS and analyzed using the Structural Equation Modeling–Partial Least Square (SEM-PLS) method. The results showed that the TAM was valid, reliable, and substantially acceptable based on the results of data evaluation, ie the indicator factor loading > 0.5, the t-statistic ≥ 1.96, the cronbach alpha ≥ 0.6, and the value of the goodness of fit  = 0.47. The factors that influence students’acceptance of a LMS in Politeknik SAKTI Surabaya are perceived usefullness, perceived ease of use, and attitudes towards to use, affecting the intention to use, and significantly affect the actual use of LMS.

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