Application of Learning Analytics to Improve Higher Education

<p>In the digital era, the teacher assumes very diverse roles among which are to be an adviser, a generator of multimedia content, and more recently a data analyst. Big data analytics may play a major role in Higher Education for all the agents involved, the teachers and educators, the students themselves and the managers or heads of university centers. This paper applies learning analytics to the subject of Theory of Machines and Strength of Materials of the bachelor's degree in Chemical Engineering at Universitat Politècnica de València (Spain). The aim of analyzing the available information is to improve teachers’ actions and communication, to enhance resource efficiency, to assess classroom procedures, the achievement of transversal competences, the student typology and their results, or the attitudes and commitment they acquire with the subject taught. Results show the existence of niches with competitive advantages, improvements in the quality and performance of the teaching-learning experience.</p>

Social distance through music in EFL students

<p>Music is constantly around us and, if in English, it fosters social distance in EFL students, consequently increasing the level of affinity with the language, however, can social distance help with other personal aspects? Music lyrics provide different perspectives that can become enriching on an academic level, as music brings cultural aspects of the country of origin and directly affects emotions, therefore song lyrics may become a very powerful instrument when combining social distance and the level of English of students in order to improve academic and future professional performance, among others.</p><p>The aim of this study was to measure the impact of social distance on the improvement of academic performance, emotional states and future prospects in EFL students. In order to measure those variables, a questionnaire, based on the Likert scale, conducted amongst 82 students from different educational centres. Resulting data analysed with the use of the structural equation modeling (SEM-PLS) revealed the relevance of social distance through music in order to improve learning processes, to feel emotions and to consolidate hopes for future prospects.</p>

Activity Preferences of Generation Z Students for Tertiary Physical Education: Implications for Curriculum Enhancement

<p>This research aimed to look into Generation Z Students' preferred activities to enhance the curriculum content of Tertiary Physical Education in one of the leading Universities in the Philippines using the phenomenological research design due to the fact that a great number of students in Physical Education have dropped out. A total of 110 research participants were involved in focus group discussions, in-depth interviews, and extensive field observation. Results from focus group discussions, interviews, and extensive observations resulted to five concerns: less lectures, practical activities needed, minimal competition programs, and group activities. Findings from this study served as basis for a contextualized Physical Education program for Generation Z students in Southern Philippines.</p>

Operation of Circuit Breakers: Data and Analysis

An attempt has been made for the analysis on Circuit breakers (CBs) this paper. First, the types and arcing phenomenon of Oil and SF6 Circuit breakers were briefly discussed. However, various CBs were analyzed in terms of certain outage frequencies and reliability indices to ascertain the most reliable CB. This was possible using data collected from the 33kV Transmission Company of Nigeria (TCN) New Haven, Enugu. After the analysis, Emene Industrial CB had the highest value of availability of 0.9999 and the lowest tripping report while Ezillo had the highest failure rate of 0.1032.

Digital Transformation of Universities: The Influence of COVID-19 and Students’ Perception

<p>On account of the disruptive nature of the COVID-19 disease, the present paper aims to analyze the main repercussions of the pandemic over the field of education. The objective is twofold: (1) To describe the process of digitalization and digital transformation of educational institutions, (2) To analyze student’s insight regarding the implementation of hybrid methodologies of learning and identify potential differences in perception across university degrees. A structured literature review on the resonance of the COVID-19 pandemic over education is performed. From this, the concept of the Digital Divide is risen to prominence, as education digitalization has managed to broaden global social inequalities. In this context the prevailing E-learning methodologies are detailed, outlining the differences between asynchronous and synchronous format. The topic of Blended Learning is put forward, detailing the diverse hybrid education models present in the actual paradigm of education.<br />In order to analyze and measure the perception of students regarding education digitalization, a survey based on validated scales is conducted among 305 university students in Spain. A statistical analysis reveals that the most frequently implemented teaching model within the COVID-19 scenario is the mixture of in-person and synchronous remote lessons. In addition to this, overall satisfaction, perception of workload and confidence in the professional future differs across branches of study. Finally, several implications for educational framework are presented.</p>

Adoption of E-Learning at Higher Education Institutions: A Systematic Literature Review

<p>The concept of e-learning offers a number of benefits, however, the effective adoption of e-learning systems at HEIs is a relatively new concept and thus a challenging task. The comprehensive review of extant literature on the topic of adoption of e-learning systems at HEIs is provided. Using PRISMA search technique, relevant articles published from 2005 to 2020 owing to the widespread adoption of e-learning since 2005 were selected. The paper identifies and puts forward the level of compatibility and readiness of students and teachers in adopting e-learning, factors that motivate and hinder the adoption of e-learning respectively, benefits of adopting an e-learning system, and the strategies for the effective implementation of e-learning at the higher education institutions. In this realm of COVID-19 and e-learning, this paper also envisage different strategies, policies and recommendations for implementing e-learning in an effective way at HEIs.</p>

Methodology to evaluate transversal competences in the master's degree in industrial engineering based on a system of rubrics and indicators

<p>This paper presents a methodology to evaluate transversal competences in the context of the subject “Design and application of industrial equipment” in the Master's Degree in Industrial Engineering at Universitat Politècnica de València (Spain). The competency-based education implies several activities, such as a project-based learning that must be eventually defended in public by students in groups. Evidence of learning is collected based on a well-defined system of rubrics and indicators, which are known in advance by students. We have observed that the use of such techniques improves the students learning on the contents of the subject, allows to acquire the transversal competences related to the analysis and problem solving, and enhances the ability to understand concepts intuitively. Moreover, results clearly show a positive influence on the use of such tools for improving the professional and ethical commitment to the issues raised.</p>

Teaching Technical English: Corrective Feedback Based on Students’ and Teachers’ Beliefs

<p>The present study investigates the beliefs of students and teachers about corrective feedback (CF) regarding necessity, timing and the most effective types in technical English setting. This study was conducted at the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” with students majoring in Information Technology, Mathematics or Physics ranged between 18 and 22 years of age. Methods included a questionnaire, interviews and classroom observations. The feedback from 55 students and 33 teachers was collected during practical classes in February – March at the beginning of the second semester of 2019-2020 academic year. This research has confirmed the necessity of CF for students and teachers. It also demonstrated the differences regarding timing: teachers preferred delayed to immediate CF, while students equally appreciated both. The research also indicated that both teachers and students preferred indirect types of CF; teachers had stronger attitudes though. The research demonstrated the most effective types of CF for students: meta-linguistic clue and repetition, while for teachers it was elicitation. Completing the survey, both teachers and students chose at least two different types of CF. The necessity of effective CF, which requires learning more about students’ and teachers’ beliefs, benefits and drawbacks of each CF type, is emphasized. The results of the present research may be used by practitioners, who would like to use CF effectively in teaching technical English. Future studies may explore CF in terms of students’ and teachers’ beliefs and behavior in different learning environments.</p>

Effects of AL-MIAP-based Learning Management to Promote Digital Intelligence for Undergraduate

<p>This paper has two main aims: the first is to study pre- and post- leaning achievement utilizing AL MIAP to promote copyright digital intelligence for Suan Suan Sunandha Rajabhat University undergraduate students; and the three is to investigate the appropriateness of leaning management adopting an AL MIAP leaning model to promote the students’ digital intelligence. An AL MIAP learning model was utilized in the processes to promote five digital intelligence skills, i.e. respecting copyright, prevention, checking before sharing, threat awareness and using safely. Fifty-eight Suan Sunandha Rajabhat University undergraduate students in the three year enrolled in the introduction to digital economy course and were selected in a sample group. The tools were: Kahoot!, Google Forms, content network chart, pre- and post-test, digital media copyright test and the AL MIAP learning model. Percentage, mean, S.D, and T-test were applied in the research. The study revealed that the post-learning achievement was better that the pre-learning achievement with statistical significance at 0.01; the students gained total scores of 17.06, which was 7.16 points higher than the pre-learning scores, signifying that their digital intelligence skills were better. As for AL MIAP leaning model, it revealed that this model was appropriate at the highest level. </p>

A Survey Analysis of Art Teachers’ Use of Transmedia Technology

<p>Transmedia technology is a modern innovative system which scientists consider to be real communication revolution. Transmedia technology is investigated and actively implemented in different life spheres and social activities, such as mass media, journalism, marketing, culture, education etc. There is an urgent need to study the opportunities of using the transmedia technologies in art education, in particular in music teachers’ professional training. The implementing of transmedia technology in music teachers’ professional training contributes to the qualitative development of their professional competence, broadening of their outlooks, the improvement of artistic abilities, and professional skills. To study in detail both teachers’ and HEI students’ mastering of transmedia technology, the online survey “Transmedia Technology in Art Education” was held. HEI lecturers, secondary school Art teachers, teachers of Art school in Sloviansk, students of SHEI “Donbas State Pedagogical University” and Communal Institution “Pokrovsk Pedagogical College” took part in this questionnaire. The analysis of tests has proved the low level of acknowledgement about the essence of transmedia technology. However, it has demonstrated a high level of general technology knowledge and skills that makes it possible to implement the transmedia technology in educational process. We have revealed a number of issues which require the attention and further development.</p>