scholarly journals Implementation of Fuzzy C-Means to Determine Student Satisfaction Levels in Online Learning

SISTEMASI ◽  
2022 ◽  
Vol 11 (1) ◽  
pp. 121
Author(s):  
Nurdin S.Kom., M.Kom (SCOPUS ID=ID: 57201646662) ◽  
Uci Mutiara Putri Nasution ◽  
Hafizh Al-Kautsar Aidilof ◽  
Bustami Bustami
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Fuzzy C Means

Educational Transformation through Online Learning: To Be or Not to Be

2010 ◽  
Vol 14 (4) ◽  
Author(s):  
Anthony G Picciano ◽  
Jeff Seaman ◽  
I. Elaine Allen
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Instructional Quality ◽  
The United States ◽  
American Education ◽  
Institutional Mission ◽  
Educational Transformation ◽  
Related Research ◽  
Student Access ◽  
K 12

The purpose of this article is to examine online learning at the macro level in terms of its impact on American K-12 and higher education. The authors draw on six years of data that they have collected through national studies of online learning in American education as well as related research to do a critical and balanced analysis of the evolution of online learning in the United States and to speculate where it is going. Their collection of data represents some of the most extensive research examining online learning in the totality of K-20 education. Issues related to the growth of online learning, institutional mission, student access, faculty acceptance, instructional quality, and student satisfaction are explored. Of particular importance is an attempt to determine if online learning is in fact transforming American education in its essence and to speculate on the future.

scholarly journals Teaching and Learning in Survival Mode: Students and Faculty Perceptions of Distance Education during the COVID-19 Lockdown

2021 ◽  
Vol 13 (14) ◽  
pp. 8053
Author(s):  
Maram Meccawy ◽  
Zilal Meccawy ◽  
Aisha Alsobhi
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Teaching And Learning ◽  
Success Factors ◽  
Faculty Perceptions ◽  
Learning Experience ◽  
Negative Perception ◽  
E Learning ◽  
Online Distance Learning ◽  
Online Distance

(1) This study demonstrates how a Saudi university has responded to the COVID-19 lockdown in order to examine the success factors and highlight any challenges. The main purpose was to determine the perceptions of students and faculty towards emergency online distance learning from a teaching and learning perspective; (2) A cross-faculty study was conducted: two different self-administered questionnaires were developed for students and faculty, respectively. In addition, data was collected from official reports; (3) The results show that students had a more positive perception of e-Learning despite the difficulties that they may have faced, while faculty results leaned slightly towards a negative perception. However, there was not a definite positive or negative perception, depending on the aspect of teaching that was being evaluated. The study also indicated that faculty and students’ gender had no significant effect on their perceptions. Overall results showed that the university performed well in accordance with three of the five pillars of online learning quality framework in terms of student satisfaction, access and scalability. On the other, improvements are needed to achieve better results for faculty satisfaction and learning effectiveness; (4) The findings present a number of suggestions for increasing satisfaction to improve the online learning experience post COVID-19.

scholarly journals Structural Relationship of Key Factors for Student Satisfaction and Achievement in Asynchronous Online Learning

2021 ◽  
Vol 13 (12) ◽  
pp. 6734
Author(s):  
Sohee Kim ◽  
Dae-Jin Kim
Keyword(s):  
Online Learning ◽  
Student Engagement ◽  
Student Satisfaction ◽  
Survey Data ◽  
Structural Model ◽  
Student Interaction ◽  
Structural Relationship ◽  
Key Factors ◽  
Course Structure ◽  
Instructor Presence

This study examines the structural relationship among key factors influencing student satisfaction and achievement in online learning. A structural model was developed by considering course structure, student–student interaction, instructor presence, student engagement, student satisfaction and achievement as key factors. In order to verify the effectiveness of the developed structural model, we utilized the survey data collected from a total of 250 students enrolled in two asynchronous online courses offered at Kyung Hee University in Korea in the fall semester of 2020. Then, the collected survey data were analyzed using the structural equation model. The verification of the statistical analysis results indicates that the course structure has a more significant effect on the student satisfaction and achievement than the other key factors such as the student–student interaction, instructor presence and student engagement. It also reveals that the student engagement affects only the student satisfaction and has a mediated effect between student–student interaction and student satisfaction.

Antecedents and consequences of college students' satisfaction with online learning

2021 ◽  
Vol 49 (8) ◽  
pp. 1-11
Author(s):  
Nam-Hyun Um ◽  
Ahnlee Jang
Keyword(s):  
College Students ◽  
Online Learning ◽  
Student Satisfaction ◽  
Self Efficacy ◽  
Teaching Presence ◽  
Self Management ◽  
Antecedents And Consequences ◽  
Intention To Continue ◽  
Academic Self Efficacy ◽  
Students Satisfaction

We delved into the antecedents and consequences of college students' satisfaction with online learning. We proposed the antecedents would be interactions, teaching presence, self-management of learning, and academic self-efficacy, and that the consequence would be intention to continue to use online learning. Participants were 236 college students in South Korea who completed an online survey. Our findings suggest that students' satisfaction with online learning was positively related to the interactions between students and instructor, teaching presence, self-management of learning, and academic self-efficacy. We also found that student satisfaction with online learning positively predicted their intention to continue to use online learning. Thus, our findings in this study provide educators with ways to increase student satisfaction, and add to knowledge about the relationship between students' satisfaction and their intention to take online courses.

scholarly journals The Effect of Lecturer Competence in Online Learning Methods on Student College Satisfaction During the Pandemic

2021 ◽  
Vol 1 ◽  
pp. 239-250
Author(s):  
Asty Khairi Inayah Syahwani ◽  
Annisaa Soeyono
Keyword(s):  
College Students ◽  
Online Learning ◽  
Data Analysis ◽  
Distance Learning ◽  
Student Satisfaction ◽  
Professional Competence ◽  
College Satisfaction ◽  
Difficult Time ◽  
Student College ◽  
Pls Method

The first quarter of 2020 has been a difficult time for the global community. The Coronavirus (COVID-19) pandemic is affecting various sectors, one of which is education. Physical distancing policies allow learning to be done remotely. Based on the conditions of distance learning, this study wanted to determine the effect of lecturer co mpetence on student satisfaction during a pandemic. The data was collected by distributing questionnaires to college students using purpose sampling. Data analysis using SEM-PLS method. The results showed that social and personality competence had an effect on student satisfaction, but lecturers' pedagogical and professional competence had no effect on student satisfaction during the pandemic. This can be shown from the inadequate infrastructure of distance learning. Lecturers who are needed now are lecturers who have the power of creativity in delivering material so that the delivery of material to students is more interesting and varied in online learning.

scholarly journals Quality Assessment of Online Learning in Regional Higher Education Systems

2021 ◽  
Vol 17 (3) ◽  
pp. 929-943
Author(s):  
Olga A. Gritsova ◽  
Elena V. Tissen
Keyword(s):  
Higher Education ◽  
Online Learning ◽  
Online Education ◽  
Quality Assessment ◽  
Student Satisfaction ◽  
Educational Process ◽  
Learning Mechanisms ◽  
Education Systems ◽  
Higher Education Systems

The quality of online learning mechanisms, widely implemented due to the COVID-19 pandemic, is a significant issue for regional higher education systems. The research aims to assess student satisfaction with the quality of online education by identifying discrepancies between their requirements and the actual learning process. In order to examine the gaps between students’ expectations and perceptions, a new approach was proposed based on the integrated use of Gap analysis and SERVQUAL methodology, combining qualitative and quantitative aspects. SERVQUAL questionnaires for measuring student satisfaction with online learning include the following criteria: tangibles, reliability, responsiveness, assurance, empathy. Full- and part-time undergraduates of humanitarian and socio-economic departments of two universities participated in the study. Ural Federal University bachelors, learning via Moodle and Microsoft Teams platforms, could directly communicate with their peers and professors, while students of National Research Nuclear University MEPhI were engaged in massive open online courses (MOOC). As a result, all five criteria were analysed in the proposed model for quality assessment of online learning to reveal the gaps between students’ expectations and perceptions of the educational process. Significant discrepancies in the «empathy» and «responsiveness» criteria in both groups demonstrate low student satisfaction with the quality of communication and individualisation of learning. The research findings can be used to construct resource allocation models for implementing educational programmes and developing support measures for regional higher education institutions.

scholarly journals Determinants and Consequences of Students Learning Satisfaction During Covid-19 Pandemic

2021 ◽  
Vol 16 (1) ◽  
pp. 1
Author(s):  
Arfah Habib Saragih ◽  
Joansyah Adwie ◽  
Adang Hendrawan
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Student Learning ◽  
Student Performance ◽  
Student Perception ◽  
Learning Performance ◽  
Intention To Use ◽  
Learning Satisfaction ◽  
Survey Results ◽  
Positive Effect

This study examines the effect of student perception in online learning on student satisfaction and its impact on student learning performance and intention to use in the future. The regression analysis method was used based on the survey results from 157 students. Results indicate that students' perceptions of online learning had a positive effect on student satisfaction, intention to use, and student learning performance. Further, student satisfaction has a positive effect on student learning performance but does not affect the intention to use. The implications for lecturers, students, and faculties are also discussed. Keywords:  student perception, online learning, student satisfaction,   student performance, intention to use, covid-19 pandemic

scholarly journals Online Learning in the Face of COVID-19 Pandemic: Assessment of Students’ Satisfaction at Chitwan Medical College of Nepal

2020 ◽  
Vol 18 (2) ◽  
pp. 40-47
Author(s):  
K. Sharma ◽  
G. Deo ◽  
S. Timalsina ◽  
A. Joshi ◽  
N. Shrestha ◽  
...  
Keyword(s):  
Online Learning ◽  
Student Satisfaction ◽  
Virus Disease ◽  
Female Gender ◽  
Weak Links ◽  
Online Classes ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Medical College ◽  
Students Satisfaction

Background Online learning can play a vital role in the process of teaching and learning during Corona Virus Disease 2019 (COVID-19) pandemic. However, learners’ satisfaction is extremely important in effective implementation of the online learning, especially at institutions where it is newly adopted. Objective To assess satisfaction towards online learning and its predictors among students at Chitwan Medical College, Bharatpur. Method A web-based cross-sectional survey was undertaken among 434 undergraduate and postgraduate students from various academic programs who had participated in the online classes started during this COVID-19 pandemic. A structured questionnaire consisting of 31 items (5-point Likert scale) covering four major student satisfaction domains (learners’ dimensions, technological characteristics, instructors’ characteristics and course management and coordination) was distributed to the students using Google Form. Result More than half (53.5%) of the students were satisfied with the online learning, while 29.7% gave neutral views. Bivariate analyses found that all four domains scores were positively correlated with each other as well as with the students’ overall satisfaction towards learning. In multivariate analysis, female gender [aOR: 2.72, p = 0.013], WiFi as internet modality for learning [aOR: 3.36, p = 0.001) and learners’ dimension score [aOR: 1.27, p<0.001] were the significant predictors of students’ satisfaction. Conclusion Although recently adopted, the satisfaction of the students towards online classes appears good, and prioritizing the identified predictors and working on the weak links could assist in enhancing students’ satisfaction and better outcomes.

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