Improving the quality of the university students’ academic performance prediction model

2021 ◽  
pp. 40-46
Author(s):  
R. B. Kupriyanov ◽  
D. Yu. Zvonarev
Keyword(s):  
Academic Performance ◽  
University Students ◽  
Prediction Model ◽  
Performance Prediction ◽  
Educational Process ◽  
Educational Success ◽  
Research Issues ◽  
Managerial Decisions ◽  
The University

Predicting the educational success of students is one of the actual tasks of the intellectual analysis of educational data. In this article, two research issues are considered: improving the quality of the university students’ academic performance prediction model and implementation the developed model into the real university educational process. The models predicting academic performance are based on XGBoost algorithm and the linear regression algorithm. According to the results of the study, it was revealed that data on the use of electronic and university libraries make it possible to improve the quality of predicting the students’ academic performance, and also confirm the fact that monitoring the students’ academic performance in dynamics is more informative in making managerial decisions in the educational process than the absolute values of the academic performance results. The models for predicting the students’ academic performance studied in this work can be used in educational institutions of higher education for the timely identification of at-risk students, providing feedback to students and teachers regarding the educational success of students and managing the educational process.

scholarly journals Inclusive methodologies from the teaching perspective for improving performance in university students with disabilities

2020 ◽  
Vol 10 (1) ◽  
pp. 127
Author(s):  
Alejandro Lorenzo-Lledó ◽  
Gonzalo Lorenzo ◽  
Asunción Lledó ◽  
Elena Pérez-Vázquez
Keyword(s):  
Academic Performance ◽  
University Students ◽  
Students With Disabilities ◽  
Ad Hoc ◽  
Teaching Practice ◽  
University Education ◽  
Visual Aids ◽  
Spanish Universities ◽  
The University

One of the challenges proposed by the European framework for higher education has been to develop a quality and accessible university education in order to reduce situations of exclusion of disabled students. In this sense, it is essential to reduce the existing gap in the academic performance of this group with respect to other students. The general objective of this study has been to analyze the application of inclusive methodologies in university students with disabilities from a teaching perspective. The adopted methodology was non-experimental quantitative with a sample of 313 teachers from the University of Alicante who have taught students with disabilities and who responded to a questionnaire designed ad hoc of 51 items. The results obtained show that teachers frequently use visual aids and use the same materials both in theory and in practice. Concerning perceptions, teachers consider that students with disabilities should acquire the same skills as the rest of their classmates and it was not difficult for them to teach them. Furthermore, the results showed significant differences in perceptions according to the professional category and the branch of knowledge of the teachers. From the aforementioned, it can be concluded that, although positive changes are perceived in teaching methodologies, it is necessary to continue making progress in improving teaching practice and the quality of education that facilitates the conditions for the academic performance of people with disabilities in Spanish universities.

scholarly journals Mathematical Methods in Monitoring the Quality of Student Performance

2020 ◽  
Vol 2020 (3) ◽  
pp. 218-226
Author(s):  
Alla Portnova ◽  
Svetlana Lesnikova ◽  
Nina Rusakova
Keyword(s):  
Academic Performance ◽  
University Students ◽  
General Education ◽  
Student Performance ◽  
Professional Education ◽  
Educational Process ◽  
University Graduates ◽  
Adaptation Period ◽  
Mathematical Methods

The article deals with the statistical analysis of the effectiveness of the educational process at university. The research featured factors affecting the quality of training university students. The authors employed quantitative and qualitative indicators and organizational and pedagogical approaches, as well as methods of correlation and variance analysis. The indicators were systematized and generalized in order to identify the extent of their impact on the effectiveness of the factors under consideration. The reliability of the results was checked using the Pearson test. The methodology of the study was based on the identification of factors that affect the students’ achievements. A factor is a condition for good quality education. Based on the principles of general and professional education of the individual, the authors identified two groups of factors: 1) those related to the performance of the general education stage (academic performance, training profile); 2) those related to the results of higher education (academic performance, areas of training, course of study, academics). The academic performance of the first-year students did not depend on the results of the Unified State Exam and school grades. This dependence began to manifest itself during the second year, i.e. after the adaptation period. Statistical processing provided a mathematical model of the dependence of academic performance on the identified factors. The model can be used to predict the results of academic performance, as well as to adjust the learning process in order to improve the quality of university graduates' training, e.g. additional consultations, new information technologies, changes in the curriculum, level-based differentiation of content, tasks, individualized tasks, etc. The results are of interest for organizers of psychological and pedagogical support of professional self-determination for university students and their socio-psychological adaptation.

scholarly journals The Mediating Role of Engagement on the Achievement and Quality of Life of University Students

2021 ◽  
Vol 18 (12) ◽  
pp. 6586
Author(s):  
Inmaculada García-Martínez ◽  
José María Augusto Landa ◽  
Samuel P. León
Keyword(s):  
Quality Of Life ◽  
Academic Achievement ◽  
Life Satisfaction ◽  
Emotional Intelligence ◽  
Academic Performance ◽  
University Students ◽  
Mediational Role ◽  
The Relationship

(1) Background: Academic engagement has been reported in the literature as an important factor in the academic achievement of university students. Other factors such as emotional intelligence (EI) and resilience have also been related to students’ performance and quality of life. The present study has two clearly delimited and interrelated objectives. First, to study the mediational role that engagement plays in the relationship between EI and resilience on quality of life. Secondly, and similarly, to study the mediational role of engagement in the relationship between EI and resilience, but in this case on academic achievement. (2) Methods: For this purpose, four scales frequently used in the literature to measure emotional intelligence, resilience, academic engagement and quality of life were administered to 427 students of the University of Jaén undertaking education degrees. In addition, students were asked to indicate their current average mark as a measure of academic performance. Two mediational models based on structural equations were proposed to analyse the relationships between the proposed variables. (3) Results: The results obtained showed that emotional intelligence and resilience directly predicted students’ life satisfaction, but this direct relationship did not result in academic performance. In addition, and assuming a finding not found so far, engagement was shown to exert an indirect mediational role for both life satisfaction and academic performance of students. (4) Conclusions: The findings of the study support the importance of engagement in the design and development of instructional processes, as well as in the implementation of any initiative.

Criteria and indicators associated with adaptation to the educational process of first-year students at the university

2021 ◽  
pp. 87-93
Author(s):  
Evgeniya N. Popova
Keyword(s):  
Research Topic ◽  
Educational Process ◽  
First Year ◽  
Higher Education Research ◽  
Adaptation Process ◽  
Adaptive Potential ◽  
First Year Students ◽  
Self Development ◽  
The University

The issue of adaptation of modern first-year students to the educational process at the university is one of the current pedagogical tasks. Successful adaptation significantly affects the quality of received education, the degree of formation of personal and professional qualities, contributes to the development of motivation, self-education, and self-development. The purpose of the research is to substantiate the criteria, indicators, and levels of adaptation of first-year students to the learning process at the university. The material for the study was the domestic scientific sources of studying the peculiarities of the adaptation process of students to educational activities in higher education. Research methods: analysis and generalization of psychological-pedagogical and educational-methodical literature on the research topic. We determine as the main criteria for the adaptation of first-year students to the university, the adaptive potential and professionally important qualities of students, consider these concepts, their structure, and their basic properties. On the basis of the analysis and generalization of the existing indicators of the implementation of the adaptive potential, we formulate the author's indicators for determining the level of its development. The degree of formation of professionally important qualities of students are low, medium, and high levels of development of emotional intelligence, negative communicative attitude, intellectual lability, and stress tolerance.

Scientific journal in the educational space of the university

2021 ◽  
pp. 137-145
Author(s):  
Akhurbek А. Magometov ◽  
Boris A. Takhokhov
Keyword(s):  
Scientific Journal ◽  
Scientific Publication ◽  
Educational Process ◽  
Teaching Staff ◽  
Perspective View ◽  
Research Activities ◽  
The University ◽  
The Impact

The article presents the authors ‘view on the activities of the scientific journal” Bulletin of the North Ossetian State University named after K. L. Khetagurov”. The relevance of the article is due to a significant increase in the role of research work of teachers and students of universities and the requirements for their publication activity; the importance for the university of having highly rated scientific journals and the increasing importance of the scientific publication of the university for improving the training of students. At the scientific and theoretical level, the changes that were determined by the modernization of education in the country and the need to improve the quality of scientific publications in accordance with the vector of development of international high-ranking publications and the desire of the university management and the editorial board to keep the journal in the trend of modern science are understood. Attention is paid to the problem of evaluating and reviewing scientific articles, the idea of the impact of reviews on the development of scientific knowledge is justified; the systematic work of the editorial board on the introduction of scientific research into the educational process of the university is shown. The new tasks of the editorial board are considered, the solution of which will contribute to improving the quality of the publication and the research activities of the teaching staff and students of the university. The purpose of the work is to substantiate the author’s approach to the current state, functioning and perspective view of the development of the university scientific publication and to determine its place in the modern scientific and educational space. The research methodology is based on systematic, activity-based and culturological approaches using such methods as systematization, generalization, analysis, description and comparison.

scholarly journals The Hidden Contents in the Professional Military Education Process

2021 ◽  
Vol 30 (4) ◽  
pp. 141-153
Author(s):  
Markéta Licková
Keyword(s):  
Learning Outcomes ◽  
Hidden Curriculum ◽  
Military Education ◽  
Educational Process ◽  
Professional Military Education ◽  
Knowledge And Skills ◽  
The University ◽  
Education Process ◽  
Strategic Studies

Increasing pressure on the quality of the educational content brings the need to address the issue of hidden mechanisms in the educational process that have impacts on the quality of knowledge and skills. This article discusses the existence of the hidden curriculum in lifelong learning and puts it into the context of the lifelong Professional Military Education as it is provided at the Centre for Security and Military Strategic Studies at the University of Defence. The uncovering of the hidden content in education may not be a welcome process, in extreme it may become unacceptable. However, hidden content can affect the achieved learning outcomes, as well as their deliberate disclosure and appropriate processing. The aim of the article is to describe whether and with what benefit can the concept of the hidden curriculum be applied to professional military education in the Centre for Security and Military Strategic Studies environment.

scholarly journals Some aspects of the students’ knowledge control during studying fundamental disciplines in the university

2020 ◽  
Vol 8 (2) ◽  
pp. 18-29
Author(s):  
Vita Datsenko ◽  
◽  
Lilua Egorova ◽  
Tatiana Nenastina ◽  
◽  
...  
Keyword(s):  
Learning Process ◽  
Educational Process ◽  
External Factors ◽  
Educational Activity ◽  
Learning Activity ◽  
Teaching Staff ◽  
Full Time ◽  
Statistical Research ◽  
The University

The work considered a system of knowledge control of the Kharkiv National Automobile and Highway University. It was shown that the quality of higher education depends mainly on the level of student training, the qualifications of teaching staff, the organization of the learning process, the efficiency of monitoring the quality of the education, and also factors allowing to improve the quality of education in the university. Assessment of the knowledge quality received by the students in the "Chemistry" discipline was carried out among the students of the Automobile Faculty of the KHNADU, entered the first year of the Bachelor of full-time education, during 2014/15–2018/19 academic years. The control was carried out with the help of traditional pedagogical practice types – the main (preliminary, final, and control of residual knowledge) and periodical (current and thematic knowledge tests). Statistical research on the performance of the main types of students' knowledge control, as more significant, shows that the important part of educational activity in university is an effective organization of its control. It was established that main principles of the control of students’ knowledge received during learning subject are the regularity and systematical conduct, the objectivity of assessment of the level of students' skills, the ability to identify the actual level of learning educational materials by the students, the timeliness of identification of the gaps in the learning process by the teacher and applying ways to overcome them. The internal and external factors affecting the performance of students during studying the "Chemistry" discipline have been distinguished. The internal factors are the knowledge level before entering the university and the motivation for learning the subject. The external are an organization of the educational process, self-organization of student learning activity, teaching methods and forms and professionalism of the educator, quality of additional services (holding consultations and individual lessons), educator-student relationship. It was identified that during studying the "Chemistry" discipline, the influence of the factors that students had before entering the university is weakened, and the external factors, which appeared in the process of studying in university, have a significant impact.

scholarly journals Relationship between Cyberbullying, Motivation and Learning Strategies, Academic Performance, and the Ability to Adapt to University

2021 ◽  
Vol 18 (20) ◽  
pp. 10646
Author(s):  
David Aparisi ◽  
Beatriz Delgado ◽  
Rosa M. Bo ◽  
María Carmen Martínez-Monteagudo
Keyword(s):  
Academic Performance ◽  
University Students ◽  
Learning Strategies ◽  
Preventive Measure ◽  
Study Strategies ◽  
Short Version ◽  
University Environment ◽  
The University ◽  
Adaptation To College ◽  
Motivation And Learning

Cyberbullying has become a frequent relational problem among young people, which has made it necessary to evaluate and prevent it in the university setting. The aim of this study is to examine the relationship between cyberbullying, motivation and learning strategies, the ability to adapt to university, and academic performance. A sample of 1368 Spanish university students (64% female) was administered a battery consisting of the European Bullying Intervention Project Questionnaire, the Learning and Study Strategies Inventory Short version, and the Student Adaptation to College Questionnaire, with their academic performance also being studied. The results found that the victimized bullies have greater difficulties in their organization and planning for study and exams, have fewer control and consolidation strategies, and are less able to adapt to university. Logistic regression analyses show that the greater the difficulties in organization and planning, and the greater the difficulties experienced in exams, the greater the probability of a person being a victim and a victimized bully. In addition, students are less likely to be victims, bullies, and victimized bullies as their ability to adapt to university increases. The findings have been discussed and it has been noted that there is a need to address academic adjustment and the ability to adapt to the university environment as a preventive measure for cyberbullying in university students.

scholarly journals Quality of sleep and burnout among undergraduate medical students at the university of Nairobi, Kenya

BJPsych Open ◽  
2021 ◽  
Vol 7 (S1) ◽  
pp. S279-S279
Author(s):  
Linda Nyamute ◽  
Muthoni Mathai ◽  
Anne Mbwayo
Keyword(s):  
Academic Performance ◽  
Medical Students ◽  
Sleep Quality ◽  
Poor Sleep ◽  
Quality Of Sleep ◽  
Undergraduate Medical Students ◽  
Poor Sleep Quality ◽  
Significant Positive Association ◽  
The University

AimsThe main objective was to determine whether quality of sleep is associated with burnout among undergraduate medical students at the University of Nairobi.The null hypothesis in our study population was; 'There is no significant association between poor sleep quality and burnout'.BackgroundIn a pressure prevailing environment, medical students find themselves in a vicious cycle of cutting down on sleep in attempts to cope and adjust to increasing workloads. Students with poor sleep quality have been found to perform worse in their board exam and have strained social engagements. Ultimately, this chronic sleep deprivation may lead to burnout which may cause diminished sense of accomplishment and impaired professional conduct, that may be carried on to the career as a physician. High levels of burnout have been associated with suicides.MethodThe sample size obtained was 384 and participants were selected by a mixed sampling method. Data collection was through self-administered questionnaires. Scales used for this study were the Pittsburg Sleep Quality Index(PSQI) and the Oldenburg Burnout Inventory(OLBI).Ethical considerations were adhered to and approval obtained from the Kenyatta National Hospital-University of Nairobi(KNH-UON) Ethics Board. Data entry and analysis was by SPSS v23. Data from 336 questionnaires were deemed fit for analysis.ResultWith a response rate of 87.5%, the prevalence of poor sleep quality and burnout were 69.9% and 74.7% respectively. There was a significant positive association between poor sleep quality and female gender, clinical years of study, living with family, poorly perceived socio-economic state and poor subjective academic performance. In addition, being female, younger, pre-clinical years, living independently off-campus and poor subjective academic performance were significantly associated with higher levels of burnout.Burnout had a significant correlation with poor sleep quality. Daytime functioning, a component of sleep quality had the highest correlation with components of burnout, disengagement and exhaustion. Overall, 57% of the respondents had both poor sleep quality &burnout, while only 12% were good sleepers with no burnout. Furthermore, having poor sleep increased the risk of having burnout by 2.8times. It is crucial that students adopt better sleeping habits to reduce the risk of burnout.ConclusionWith the high prevalence of poor sleep quality and burnout, peer-support groups and peer-led mentorship programs are recommended within this population to help deal with expectations, challenges and difficulties encountered within the course of medical education, in addition to preparing for the early future careers.

scholarly journals The research of process of applying mobile ICT by university students: mobile testing systems and mobile means of multimedia development

2019 ◽  
Vol 53 (1) ◽  
pp. 125-146
Author(s):  
Viktoriia V. Tkachuk ◽  
Yuliia V. Yechkalo ◽  
Serhiy O. Semerikov
Keyword(s):  
Augmented Reality ◽  
University Students ◽  
Classroom Environment ◽  
Experimental Testing ◽  
Educational Process ◽  
Individual Student ◽  
Mobile Testing ◽  
Multimedia Development ◽  
The University ◽  
Mobile Ict

The study is aimed at theoretical substantiation, development and experimental testing of methods of applying mobile technologies by university students. The objectives of the study imply adapting mobile testing systems and mobile means of multimedia development for using in the classroom environment at universities. The research object is application of mobile ICT to the educational process. The research subject is methods of applying mobile testing systems and mobile means to conduct practical classes at the University. The studies of Ukrainian and foreign researchers dedicated to the question of using mobile ICT for the university educational process were analyzed. Mobile testing systems are defined as a variety of mobile software support aimed firstly to measure students’ academic results, which enables to automatize the process of both current and final control through applying modern testing means, and secondly to intensify the educational process comprehensively. It is found that mobile means of multimedia development are to fulfill the principles of multimedia, space vicinity, time contiguity, coherence, modality, excessiveness, personalization, interactivity signalization and individual distinctions. The authors have developed the methods of applying mobile testing systems by taking Plickers system, as the one providing the opportunity to arrange a rapid feedback between a lecturer and both an academic group and an individual student. The system also allows conducting mobile surveys, in- class general questioning and instant control of students’ attendance. The authors have developed methods of applying mobile tools of multimedia development through using augmented reality. The comparative assessment of functionality of mobile testing systems and mobile means of developing augmented reality multimedia was held. Efficiency of the developed technology was experimentally tested and confirmed.

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