Analyzing the Efficacy of ECoach in Supporting Gateway Course Success Through Tailored Support

Author(s):  
Rebecca Matz ◽  
Kyle Schulz ◽  
Elizabeth Hanley ◽  
Holly Derry ◽  
Benjamin Hayward ◽  
...  
Keyword(s):  
Electronics ◽  
2021 ◽  
Vol 10 (12) ◽  
pp. 1370
Author(s):  
Igor Vuković ◽  
Kristijan Kuk ◽  
Petar Čisar ◽  
Miloš Banđur ◽  
Đoko Banđur ◽  
...  

Moodle is a widely deployed distance learning platform that provides numerous opportunities to enhance the learning process. Moodle’s importance in maintaining the continuity of education in states of emergency and other circumstances has been particularly demonstrated in the context of the COVID-19 virus’ rapid spread. However, there is a problem with personalizing the learning and monitoring of students’ work. There is room for upgrading the system by applying data mining and different machine-learning methods. The multi-agent Observer system proposed in our paper supports students engaged in learning by monitoring their work and making suggestions based on the prediction of their final course success, using indicators of engagement and machine-learning algorithms. A novelty is that Observer collects data independently of the Moodle database, autonomously creates a training set, and learns from gathered data. Since the data are anonymized, researchers and lecturers can freely use them for purposes broader than that specified for Observer. The paper shows how the methodology, technologies, and techniques used in Observer provide an autonomous system of personalized assistance for students within Moodle platforms.


2021 ◽  
Vol 6 (14) ◽  
pp. 15-31
Author(s):  
Bahar GÜDEK ◽  
Hande YILMAZ

The aim of this research is to examine the effects of creative drama method on students' achievements towards the music lesson . In addition to this, in the research, it was aimed to develop appropriate educational activities prepared with creative drama method for the theoretical subjects of music, to eliminate the unwillingness of students towards these subjects, to facilitate the learning of information about music theory, to make learning fun and permanent, and to provide the student to learn voluntarily. In this study; For the determined purpose, creative drama method was applied in the teaching of theoretical knowledge of the 4th grade musical perception and information learning field in the 2018-2019 Academic Year Music Course Education Program of the Ministry of Education. The study was carried out by experimental method. The study group consists of 80 students, including 40 students in the Samsun Mimarsinan Primary School, an experimental group and 40 students in the control group. While the subjects pertaining to the musical perception and information learning area were taught by the classroom teacher with the traditional (classical) teaching method in the control group, the experimental group was taught by the researcher using the creative drama method. The pre-test and post-test post-test music course success scale was applied to both groups. With the results obtained from the scale, the effect of creative drama method on students' achievements towards the music lesson was investigated. As a result, it was found that creative drama method had a positive effect on students ' achievements, there was no significant difference according to gender, and the effect on students' achievement levels was 'enormous'.


2018 ◽  
Vol 46 (2) ◽  
pp. 176-196 ◽  
Author(s):  
Chenoa S. Woods ◽  
Toby Park ◽  
Shouping Hu ◽  
Tamara Betrand Jones

SAGE Open ◽  
2020 ◽  
Vol 10 (1) ◽  
pp. 215824402090208
Author(s):  
Yeliz Eratlı Şirin ◽  
Mustafa Şahin

In this study, the factors affecting the success of university students were analyzed by logistic regression analysis. In the study, success variable was defined according to the survey information applied to 360 university students studying in School of Physical Education and Sport in Çukurova University and Kahramanmaraş Sütçü İmam University in Turkey, in 2017–2018 academic year. The relationship between the answers to the Likert-type scale questions affecting success variables and the course success was estimated by logistic regression analysis. According to the results of the research, because independent variables such as mother’s education status, age, and class were statistically insignificant, they were not included in the multivariate model. According to the findings, variables such as gender, the university they studied, the way they chose their department, and father’s education are seen as important in the growth of students’ academic success. In addition to this, the variables such as counseling about their profession, support of department’s instructors, and communication with instructor have been found to be considerably effective on success. It was observed that the way they chose their department (willingly–compulsorily) was the most effective factor, and father’s education was the second effective factor. As a result, the success levels of the students were found to differ according to the sociodemographic characteristics and their relations with the instructors. On the contrary, as the instructors’ guidance, support, and communication skills are effective contributors on student’s success, it has been concluded that instructors should take these factors into account.


2018 ◽  
Vol 5 (3) ◽  
Author(s):  
Kyle Anthony O'Connell ◽  
Elijah Wostl ◽  
Matt Crosslin ◽  
T. Lisa Berry ◽  
James P. Grover

Historical student data can help elucidate the factors that promote student success in mathematics courses. Herein we use both multiple regression and principal component analyses to explore ten years of historical data from over 20,000 students in an introductory college-level Algebra course in an urban American research university with a diverse student population in order to understand the relationship between course success and student performance in previous courses, student demographic background, and time spent on coursework. We find that indicators of students’ past performance and experience, including grade-point-average and the number of accumulated credit hours, best predict student success in this course. We also find that overall final grades are representative of the entire course and are not unduly weighted by any one topic. Furthermore, the amount of time spent working on assignments led to improved grade outcomes. With these baseline data, our team plans to design targeted interventions that can increase rates of student success in future courses.


2020 ◽  
Vol 36 (5) ◽  
pp. 322-329
Author(s):  
Kyungsook Gartrell ◽  
Vicky Kent ◽  
Marie Rock ◽  
Karen Williams-Cooper ◽  
Mary Sharon Curran ◽  
...  

2014 ◽  
Vol 15 (3) ◽  
pp. 145-162 ◽  
Author(s):  
Jane E. Klobas

Purpose – The purpose of this paper is to propose measures of online open course success for non-commercial institutional providers of massive open online courses (MOOCs) and other scaleable open online courses (SOOCs). Design/methodology/approach – The measures are derived from the characteristics of open online courses, existing knowledge about open online course providers and users and their motivations, and current practice in MOOC evaluation and data analytics. Findings – Current practices for evaluation of open online courses are dominated by MOOC analytics which provide insights into user demographics and behaviour with some implications for evaluation of reach and course design but leaving many unknowns. Measures for evaluation of success at the institutional level can be derived from institutional goals for open online courses. Success from the point of view of teachers and technical teams involved in design, development and delivery of open online courses can be derived from team members’ expectations, resources and satisfaction as well as measures of cost and effort compared to budget and benchmarks. Users are classified as registrants (information seekers, window shoppers, samplers), downloaders and participants (starters, partial participants and full participants who are further divided into auditing, active and certificate takers); different measures are appropriate for each group. Practical implications – Practitioners and researchers must consider a variety of levels and indicators of success to adequately evaluate open online courses. Tables in the text propose measures, methods, timing and roles. Originality/value – This is the first published paper to take a holistic view of open online course evaluation and propose detailed measures.


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